Instructions to use jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64 with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("image-text-to-text", model="jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64", trust_remote_code=True)
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
pipe(text=messages)

# Load model directly
from transformers import AutoProcessor, AutoModelForCausalLM

processor = AutoProcessor.from_pretrained("jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64", trust_remote_code=True, device_map="auto")
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
inputs = processor.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64

SGLang

How to use jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64 with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Docker Model Runner
How to use jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64 with Docker Model Runner:
```
docker model run hf.co/jkim96/EXAONE-4.5-33B-DASHQ-INT4-g64
```

EXAONE-4.5-33B-DASHQ-INT4-g64 / dashq_config.json

jkim96

Update evaluation results

e5047d7 verified 3 months ago

Raw

History Blame

163 kB

	{
	"base_model": "LGAI-EXAONE/EXAONE-4.5-33B",
	"format": "dashq-packed-linear",
	"format_version": 1,
	"method": "dashq",
	"model_class": "image_text_to_text",
	"params": {
	"bits": 4,
	"group_size": 64,
	"low_memory_optimization": false,
	"moe_hessian_scope": "shared",
	"n_samples": 128,
	"scale_zero_dtype": "float16",
	"symmetric": false,
	"use_error_compensation": true,
	"use_optimal_shrinkage": true,
	"use_weighted_quantization": true
	},
	"quantized_modules": {
	"model.language_model.layers.0.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.0.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.1.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.10.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.11.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.12.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.13.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.14.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.15.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.16.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.17.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.18.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.19.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.2.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.20.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.21.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.22.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.23.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.24.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.25.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.26.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.27.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.28.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.29.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.3.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.30.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.31.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.32.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.33.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.34.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.35.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.36.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.37.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.38.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.39.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.4.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.40.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.41.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.42.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.43.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.44.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.45.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.46.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.47.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.48.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.49.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.5.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.50.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.51.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.52.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.53.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.54.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.55.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.56.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.57.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.58.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.59.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.6.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.60.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.61.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.62.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.63.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.7.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.8.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.mlp.down_proj": {
	"group_size": 64,
	"in_features": 27392,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 27392,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.mlp.gate_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.mlp.up_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 2191360,
	"out_features": 27392,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.self_attn.k_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.self_attn.o_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.self_attn.q_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 409600,
	"out_features": 5120,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	},
	"model.language_model.layers.9.self_attn.v_proj": {
	"group_size": 64,
	"in_features": 5120,
	"linear_dtype": "bfloat16",
	"nbits": 4,
	"num_groups": 81920,
	"out_features": 1024,
	"packing": "int4_packed_u32",
	"quant_in_features": 5120,
	"runtime_backend": "torch",
	"scale_zero_dtype": "float16"
	}
	},
	"results": {
	"Method": "dashq",
	"Model": "LGAI-EXAONE/EXAONE-4.5-33B",
	"ModelSizeGB": 23.131899224,
	"OriginalSizeGB": 68.700331096,
	"PPL": 8.442422866821289,
	"Params": "{'bits': 4, 'group_size': 64, 'scale_zero_dtype': 'float16', 'n_samples': 128, 'moe_hessian_scope': 'shared', 'use_error_compensation': True, 'use_optimal_shrinkage': True, 'use_weighted_quantization': True, 'symmetric': False, 'low_memory_optimization': False}",
	"QuantTime": 1540.4014463424683,
	"arc_challenge": 57.67918088737202,
	"arc_easy": 85.01683501683502,
	"commonsense_qa": 78.05077805077805,
	"gsm8k_cot": 75.3601213040182,
	"hellaswag": 79.01812387970524,
	"lambada_openai": null,
	"mmlu": 78.15126050420169,
	"openbookqa": null,
	"piqa": 80.68552774755169,
	"truthfulqa_mc2": 56.40180916893911,
	"winogrande": 73.32280978689818,
	"zeroshot_avg": 72.88215207686848
	}
	}