Instructions to use amd/Qwen3.5-397B-A17B-MXFP4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use amd/Qwen3.5-397B-A17B-MXFP4 with Transformers:

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

pipe = pipeline("image-text-to-text", model="amd/Qwen3.5-397B-A17B-MXFP4")
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, AutoModelForMultimodalLM

processor = AutoProcessor.from_pretrained("amd/Qwen3.5-397B-A17B-MXFP4")
model = AutoModelForMultimodalLM.from_pretrained("amd/Qwen3.5-397B-A17B-MXFP4")
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 amd/Qwen3.5-397B-A17B-MXFP4 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "amd/Qwen3.5-397B-A17B-MXFP4"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "amd/Qwen3.5-397B-A17B-MXFP4",
		"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/amd/Qwen3.5-397B-A17B-MXFP4

SGLang

How to use amd/Qwen3.5-397B-A17B-MXFP4 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 "amd/Qwen3.5-397B-A17B-MXFP4" \
    --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": "amd/Qwen3.5-397B-A17B-MXFP4",
		"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 "amd/Qwen3.5-397B-A17B-MXFP4" \
        --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": "amd/Qwen3.5-397B-A17B-MXFP4",
		"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 amd/Qwen3.5-397B-A17B-MXFP4 with Docker Model Runner:
```
docker model run hf.co/amd/Qwen3.5-397B-A17B-MXFP4
```

Xiao-AMD commited on Mar 11

Commit

8ce9a8b

verified ·

1 Parent(s): 0b271dd

upload MXFP4 model

Browse files

Files changed (5) hide show

config.json +1538 -1
model.safetensors-00092-of-00094.safetensors +2 -2
model.safetensors-00093-of-00094.safetensors +2 -2
model.safetensors-00094-of-00094.safetensors +2 -2
model.safetensors.index.json +2 -2

config.json CHANGED Viewed

@@ -964,6 +964,1543 @@
             "model.visual.blocks.9.norm2",
             "model.visual.merger.linear_fc1",
             "model.visual.merger.linear_fc2",
             "mtp.layers.0.mlp.gate",
             "mtp.layers.0.mlp.shared_expert.down_proj",
             "mtp.layers.0.mlp.shared_expert.gate_proj",
@@ -983,7 +2520,7 @@
         "kv_cache_quant_config": {},
         "kv_cache_post_rope": false,
         "quant_mode": "eager_mode",
-        "version": "0.12+6b1a3c15e5e",
         "export": {
             "kv_cache_group": [],
             "min_kv_scale": 0.0,

             "model.visual.blocks.9.norm2",
             "model.visual.merger.linear_fc1",
             "model.visual.merger.linear_fc2",
+            "mtp.fc",
+            "mtp.layers.0.mlp.experts.0.down_proj",
+            "mtp.layers.0.mlp.experts.0.gate_proj",
+            "mtp.layers.0.mlp.experts.0.up_proj",
+            "mtp.layers.0.mlp.experts.1.down_proj",
+            "mtp.layers.0.mlp.experts.1.gate_proj",
+            "mtp.layers.0.mlp.experts.1.up_proj",
+            "mtp.layers.0.mlp.experts.10.down_proj",
+            "mtp.layers.0.mlp.experts.10.gate_proj",
+            "mtp.layers.0.mlp.experts.10.up_proj",
+            "mtp.layers.0.mlp.experts.100.down_proj",
+            "mtp.layers.0.mlp.experts.100.gate_proj",
+            "mtp.layers.0.mlp.experts.100.up_proj",
+            "mtp.layers.0.mlp.experts.101.down_proj",
+            "mtp.layers.0.mlp.experts.101.gate_proj",
+            "mtp.layers.0.mlp.experts.101.up_proj",
+            "mtp.layers.0.mlp.experts.102.down_proj",
+            "mtp.layers.0.mlp.experts.102.gate_proj",
+            "mtp.layers.0.mlp.experts.102.up_proj",
+            "mtp.layers.0.mlp.experts.103.down_proj",
+            "mtp.layers.0.mlp.experts.103.gate_proj",
+            "mtp.layers.0.mlp.experts.103.up_proj",
+            "mtp.layers.0.mlp.experts.104.down_proj",
+            "mtp.layers.0.mlp.experts.104.gate_proj",
+            "mtp.layers.0.mlp.experts.104.up_proj",
+            "mtp.layers.0.mlp.experts.105.down_proj",
+            "mtp.layers.0.mlp.experts.105.gate_proj",
+            "mtp.layers.0.mlp.experts.105.up_proj",
+            "mtp.layers.0.mlp.experts.106.down_proj",
+            "mtp.layers.0.mlp.experts.106.gate_proj",
+            "mtp.layers.0.mlp.experts.106.up_proj",
+            "mtp.layers.0.mlp.experts.107.down_proj",
+            "mtp.layers.0.mlp.experts.107.gate_proj",
+            "mtp.layers.0.mlp.experts.107.up_proj",
+            "mtp.layers.0.mlp.experts.108.down_proj",
+            "mtp.layers.0.mlp.experts.108.gate_proj",
+            "mtp.layers.0.mlp.experts.108.up_proj",
+            "mtp.layers.0.mlp.experts.109.down_proj",
+            "mtp.layers.0.mlp.experts.109.gate_proj",
+            "mtp.layers.0.mlp.experts.109.up_proj",
+            "mtp.layers.0.mlp.experts.11.down_proj",
+            "mtp.layers.0.mlp.experts.11.gate_proj",
+            "mtp.layers.0.mlp.experts.11.up_proj",
+            "mtp.layers.0.mlp.experts.110.down_proj",
+            "mtp.layers.0.mlp.experts.110.gate_proj",
+            "mtp.layers.0.mlp.experts.110.up_proj",
+            "mtp.layers.0.mlp.experts.111.down_proj",
+            "mtp.layers.0.mlp.experts.111.gate_proj",
+            "mtp.layers.0.mlp.experts.111.up_proj",
+            "mtp.layers.0.mlp.experts.112.down_proj",
+            "mtp.layers.0.mlp.experts.112.gate_proj",
+            "mtp.layers.0.mlp.experts.112.up_proj",
+            "mtp.layers.0.mlp.experts.113.down_proj",
+            "mtp.layers.0.mlp.experts.113.gate_proj",
+            "mtp.layers.0.mlp.experts.113.up_proj",
+            "mtp.layers.0.mlp.experts.114.down_proj",
+            "mtp.layers.0.mlp.experts.114.gate_proj",
+            "mtp.layers.0.mlp.experts.114.up_proj",
+            "mtp.layers.0.mlp.experts.115.down_proj",
+            "mtp.layers.0.mlp.experts.115.gate_proj",
+            "mtp.layers.0.mlp.experts.115.up_proj",
+            "mtp.layers.0.mlp.experts.116.down_proj",
+            "mtp.layers.0.mlp.experts.116.gate_proj",
+            "mtp.layers.0.mlp.experts.116.up_proj",
+            "mtp.layers.0.mlp.experts.117.down_proj",
+            "mtp.layers.0.mlp.experts.117.gate_proj",
+            "mtp.layers.0.mlp.experts.117.up_proj",
+            "mtp.layers.0.mlp.experts.118.down_proj",
+            "mtp.layers.0.mlp.experts.118.gate_proj",
+            "mtp.layers.0.mlp.experts.118.up_proj",
+            "mtp.layers.0.mlp.experts.119.down_proj",
+            "mtp.layers.0.mlp.experts.119.gate_proj",
+            "mtp.layers.0.mlp.experts.119.up_proj",
+            "mtp.layers.0.mlp.experts.12.down_proj",
+            "mtp.layers.0.mlp.experts.12.gate_proj",
+            "mtp.layers.0.mlp.experts.12.up_proj",
+            "mtp.layers.0.mlp.experts.120.down_proj",
+            "mtp.layers.0.mlp.experts.120.gate_proj",
+            "mtp.layers.0.mlp.experts.120.up_proj",
+            "mtp.layers.0.mlp.experts.121.down_proj",
+            "mtp.layers.0.mlp.experts.121.gate_proj",
+            "mtp.layers.0.mlp.experts.121.up_proj",
+            "mtp.layers.0.mlp.experts.122.down_proj",
+            "mtp.layers.0.mlp.experts.122.gate_proj",
+            "mtp.layers.0.mlp.experts.122.up_proj",
+            "mtp.layers.0.mlp.experts.123.down_proj",
+            "mtp.layers.0.mlp.experts.123.gate_proj",
+            "mtp.layers.0.mlp.experts.123.up_proj",
+            "mtp.layers.0.mlp.experts.124.down_proj",
+            "mtp.layers.0.mlp.experts.124.gate_proj",
+            "mtp.layers.0.mlp.experts.124.up_proj",
+            "mtp.layers.0.mlp.experts.125.down_proj",
+            "mtp.layers.0.mlp.experts.125.gate_proj",
+            "mtp.layers.0.mlp.experts.125.up_proj",
+            "mtp.layers.0.mlp.experts.126.down_proj",
+            "mtp.layers.0.mlp.experts.126.gate_proj",
+            "mtp.layers.0.mlp.experts.126.up_proj",
+            "mtp.layers.0.mlp.experts.127.down_proj",
+            "mtp.layers.0.mlp.experts.127.gate_proj",
+            "mtp.layers.0.mlp.experts.127.up_proj",
+            "mtp.layers.0.mlp.experts.128.down_proj",
+            "mtp.layers.0.mlp.experts.128.gate_proj",
+            "mtp.layers.0.mlp.experts.128.up_proj",
+            "mtp.layers.0.mlp.experts.129.down_proj",
+            "mtp.layers.0.mlp.experts.129.gate_proj",
+            "mtp.layers.0.mlp.experts.129.up_proj",
+            "mtp.layers.0.mlp.experts.13.down_proj",
+            "mtp.layers.0.mlp.experts.13.gate_proj",
+            "mtp.layers.0.mlp.experts.13.up_proj",
+            "mtp.layers.0.mlp.experts.130.down_proj",
+            "mtp.layers.0.mlp.experts.130.gate_proj",
+            "mtp.layers.0.mlp.experts.130.up_proj",
+            "mtp.layers.0.mlp.experts.131.down_proj",
+            "mtp.layers.0.mlp.experts.131.gate_proj",
+            "mtp.layers.0.mlp.experts.131.up_proj",
+            "mtp.layers.0.mlp.experts.132.down_proj",
+            "mtp.layers.0.mlp.experts.132.gate_proj",
+            "mtp.layers.0.mlp.experts.132.up_proj",
+            "mtp.layers.0.mlp.experts.133.down_proj",
+            "mtp.layers.0.mlp.experts.133.gate_proj",
+            "mtp.layers.0.mlp.experts.133.up_proj",
+            "mtp.layers.0.mlp.experts.134.down_proj",
+            "mtp.layers.0.mlp.experts.134.gate_proj",
+            "mtp.layers.0.mlp.experts.134.up_proj",
+            "mtp.layers.0.mlp.experts.135.down_proj",
+            "mtp.layers.0.mlp.experts.135.gate_proj",
+            "mtp.layers.0.mlp.experts.135.up_proj",
+            "mtp.layers.0.mlp.experts.136.down_proj",
+            "mtp.layers.0.mlp.experts.136.gate_proj",
+            "mtp.layers.0.mlp.experts.136.up_proj",
+            "mtp.layers.0.mlp.experts.137.down_proj",
+            "mtp.layers.0.mlp.experts.137.gate_proj",
+            "mtp.layers.0.mlp.experts.137.up_proj",
+            "mtp.layers.0.mlp.experts.138.down_proj",
+            "mtp.layers.0.mlp.experts.138.gate_proj",
+            "mtp.layers.0.mlp.experts.138.up_proj",
+            "mtp.layers.0.mlp.experts.139.down_proj",
+            "mtp.layers.0.mlp.experts.139.gate_proj",
+            "mtp.layers.0.mlp.experts.139.up_proj",
+            "mtp.layers.0.mlp.experts.14.down_proj",
+            "mtp.layers.0.mlp.experts.14.gate_proj",
+            "mtp.layers.0.mlp.experts.14.up_proj",
+            "mtp.layers.0.mlp.experts.140.down_proj",
+            "mtp.layers.0.mlp.experts.140.gate_proj",
+            "mtp.layers.0.mlp.experts.140.up_proj",
+            "mtp.layers.0.mlp.experts.141.down_proj",
+            "mtp.layers.0.mlp.experts.141.gate_proj",
+            "mtp.layers.0.mlp.experts.141.up_proj",
+            "mtp.layers.0.mlp.experts.142.down_proj",
+            "mtp.layers.0.mlp.experts.142.gate_proj",
+            "mtp.layers.0.mlp.experts.142.up_proj",
+            "mtp.layers.0.mlp.experts.143.down_proj",
+            "mtp.layers.0.mlp.experts.143.gate_proj",
+            "mtp.layers.0.mlp.experts.143.up_proj",
+            "mtp.layers.0.mlp.experts.144.down_proj",
+            "mtp.layers.0.mlp.experts.144.gate_proj",
+            "mtp.layers.0.mlp.experts.144.up_proj",
+            "mtp.layers.0.mlp.experts.145.down_proj",
+            "mtp.layers.0.mlp.experts.145.gate_proj",
+            "mtp.layers.0.mlp.experts.145.up_proj",
+            "mtp.layers.0.mlp.experts.146.down_proj",
+            "mtp.layers.0.mlp.experts.146.gate_proj",
+            "mtp.layers.0.mlp.experts.146.up_proj",
+            "mtp.layers.0.mlp.experts.147.down_proj",
+            "mtp.layers.0.mlp.experts.147.gate_proj",
+            "mtp.layers.0.mlp.experts.147.up_proj",
+            "mtp.layers.0.mlp.experts.148.down_proj",
+            "mtp.layers.0.mlp.experts.148.gate_proj",
+            "mtp.layers.0.mlp.experts.148.up_proj",
+            "mtp.layers.0.mlp.experts.149.down_proj",
+            "mtp.layers.0.mlp.experts.149.gate_proj",
+            "mtp.layers.0.mlp.experts.149.up_proj",
+            "mtp.layers.0.mlp.experts.15.down_proj",
+            "mtp.layers.0.mlp.experts.15.gate_proj",
+            "mtp.layers.0.mlp.experts.15.up_proj",
+            "mtp.layers.0.mlp.experts.150.down_proj",
+            "mtp.layers.0.mlp.experts.150.gate_proj",
+            "mtp.layers.0.mlp.experts.150.up_proj",
+            "mtp.layers.0.mlp.experts.151.down_proj",
+            "mtp.layers.0.mlp.experts.151.gate_proj",
+            "mtp.layers.0.mlp.experts.151.up_proj",
+            "mtp.layers.0.mlp.experts.152.down_proj",
+            "mtp.layers.0.mlp.experts.152.gate_proj",
+            "mtp.layers.0.mlp.experts.152.up_proj",
+            "mtp.layers.0.mlp.experts.153.down_proj",
+            "mtp.layers.0.mlp.experts.153.gate_proj",
+            "mtp.layers.0.mlp.experts.153.up_proj",
+            "mtp.layers.0.mlp.experts.154.down_proj",
+            "mtp.layers.0.mlp.experts.154.gate_proj",
+            "mtp.layers.0.mlp.experts.154.up_proj",
+            "mtp.layers.0.mlp.experts.155.down_proj",
+            "mtp.layers.0.mlp.experts.155.gate_proj",
+            "mtp.layers.0.mlp.experts.155.up_proj",
+            "mtp.layers.0.mlp.experts.156.down_proj",
+            "mtp.layers.0.mlp.experts.156.gate_proj",
+            "mtp.layers.0.mlp.experts.156.up_proj",
+            "mtp.layers.0.mlp.experts.157.down_proj",
+            "mtp.layers.0.mlp.experts.157.gate_proj",
+            "mtp.layers.0.mlp.experts.157.up_proj",
+            "mtp.layers.0.mlp.experts.158.down_proj",
+            "mtp.layers.0.mlp.experts.158.gate_proj",
+            "mtp.layers.0.mlp.experts.158.up_proj",
+            "mtp.layers.0.mlp.experts.159.down_proj",
+            "mtp.layers.0.mlp.experts.159.gate_proj",
+            "mtp.layers.0.mlp.experts.159.up_proj",
+            "mtp.layers.0.mlp.experts.16.down_proj",
+            "mtp.layers.0.mlp.experts.16.gate_proj",
+            "mtp.layers.0.mlp.experts.16.up_proj",
+            "mtp.layers.0.mlp.experts.160.down_proj",
+            "mtp.layers.0.mlp.experts.160.gate_proj",
+            "mtp.layers.0.mlp.experts.160.up_proj",
+            "mtp.layers.0.mlp.experts.161.down_proj",
+            "mtp.layers.0.mlp.experts.161.gate_proj",
+            "mtp.layers.0.mlp.experts.161.up_proj",
+            "mtp.layers.0.mlp.experts.162.down_proj",
+            "mtp.layers.0.mlp.experts.162.gate_proj",
+            "mtp.layers.0.mlp.experts.162.up_proj",
+            "mtp.layers.0.mlp.experts.163.down_proj",
+            "mtp.layers.0.mlp.experts.163.gate_proj",
+            "mtp.layers.0.mlp.experts.163.up_proj",
+            "mtp.layers.0.mlp.experts.164.down_proj",
+            "mtp.layers.0.mlp.experts.164.gate_proj",
+            "mtp.layers.0.mlp.experts.164.up_proj",
+            "mtp.layers.0.mlp.experts.165.down_proj",
+            "mtp.layers.0.mlp.experts.165.gate_proj",
+            "mtp.layers.0.mlp.experts.165.up_proj",
+            "mtp.layers.0.mlp.experts.166.down_proj",
+            "mtp.layers.0.mlp.experts.166.gate_proj",
+            "mtp.layers.0.mlp.experts.166.up_proj",
+            "mtp.layers.0.mlp.experts.167.down_proj",
+            "mtp.layers.0.mlp.experts.167.gate_proj",
+            "mtp.layers.0.mlp.experts.167.up_proj",
+            "mtp.layers.0.mlp.experts.168.down_proj",
+            "mtp.layers.0.mlp.experts.168.gate_proj",
+            "mtp.layers.0.mlp.experts.168.up_proj",
+            "mtp.layers.0.mlp.experts.169.down_proj",
+            "mtp.layers.0.mlp.experts.169.gate_proj",
+            "mtp.layers.0.mlp.experts.169.up_proj",
+            "mtp.layers.0.mlp.experts.17.down_proj",
+            "mtp.layers.0.mlp.experts.17.gate_proj",
+            "mtp.layers.0.mlp.experts.17.up_proj",
+            "mtp.layers.0.mlp.experts.170.down_proj",
+            "mtp.layers.0.mlp.experts.170.gate_proj",
+            "mtp.layers.0.mlp.experts.170.up_proj",
+            "mtp.layers.0.mlp.experts.171.down_proj",
+            "mtp.layers.0.mlp.experts.171.gate_proj",
+            "mtp.layers.0.mlp.experts.171.up_proj",
+            "mtp.layers.0.mlp.experts.172.down_proj",
+            "mtp.layers.0.mlp.experts.172.gate_proj",
+            "mtp.layers.0.mlp.experts.172.up_proj",
+            "mtp.layers.0.mlp.experts.173.down_proj",
+            "mtp.layers.0.mlp.experts.173.gate_proj",
+            "mtp.layers.0.mlp.experts.173.up_proj",
+            "mtp.layers.0.mlp.experts.174.down_proj",
+            "mtp.layers.0.mlp.experts.174.gate_proj",
+            "mtp.layers.0.mlp.experts.174.up_proj",
+            "mtp.layers.0.mlp.experts.175.down_proj",
+            "mtp.layers.0.mlp.experts.175.gate_proj",
+            "mtp.layers.0.mlp.experts.175.up_proj",
+            "mtp.layers.0.mlp.experts.176.down_proj",
+            "mtp.layers.0.mlp.experts.176.gate_proj",
+            "mtp.layers.0.mlp.experts.176.up_proj",
+            "mtp.layers.0.mlp.experts.177.down_proj",
+            "mtp.layers.0.mlp.experts.177.gate_proj",
+            "mtp.layers.0.mlp.experts.177.up_proj",
+            "mtp.layers.0.mlp.experts.178.down_proj",
+            "mtp.layers.0.mlp.experts.178.gate_proj",
+            "mtp.layers.0.mlp.experts.178.up_proj",
+            "mtp.layers.0.mlp.experts.179.down_proj",
+            "mtp.layers.0.mlp.experts.179.gate_proj",
+            "mtp.layers.0.mlp.experts.179.up_proj",
+            "mtp.layers.0.mlp.experts.18.down_proj",
+            "mtp.layers.0.mlp.experts.18.gate_proj",
+            "mtp.layers.0.mlp.experts.18.up_proj",
+            "mtp.layers.0.mlp.experts.180.down_proj",
+            "mtp.layers.0.mlp.experts.180.gate_proj",
+            "mtp.layers.0.mlp.experts.180.up_proj",
+            "mtp.layers.0.mlp.experts.181.down_proj",
+            "mtp.layers.0.mlp.experts.181.gate_proj",
+            "mtp.layers.0.mlp.experts.181.up_proj",
+            "mtp.layers.0.mlp.experts.182.down_proj",
+            "mtp.layers.0.mlp.experts.182.gate_proj",
+            "mtp.layers.0.mlp.experts.182.up_proj",
+            "mtp.layers.0.mlp.experts.183.down_proj",
+            "mtp.layers.0.mlp.experts.183.gate_proj",
+            "mtp.layers.0.mlp.experts.183.up_proj",
+            "mtp.layers.0.mlp.experts.184.down_proj",
+            "mtp.layers.0.mlp.experts.184.gate_proj",
+            "mtp.layers.0.mlp.experts.184.up_proj",
+            "mtp.layers.0.mlp.experts.185.down_proj",
+            "mtp.layers.0.mlp.experts.185.gate_proj",
+            "mtp.layers.0.mlp.experts.185.up_proj",
+            "mtp.layers.0.mlp.experts.186.down_proj",
+            "mtp.layers.0.mlp.experts.186.gate_proj",
+            "mtp.layers.0.mlp.experts.186.up_proj",
+            "mtp.layers.0.mlp.experts.187.down_proj",
+            "mtp.layers.0.mlp.experts.187.gate_proj",
+            "mtp.layers.0.mlp.experts.187.up_proj",
+            "mtp.layers.0.mlp.experts.188.down_proj",
+            "mtp.layers.0.mlp.experts.188.gate_proj",
+            "mtp.layers.0.mlp.experts.188.up_proj",
+            "mtp.layers.0.mlp.experts.189.down_proj",
+            "mtp.layers.0.mlp.experts.189.gate_proj",
+            "mtp.layers.0.mlp.experts.189.up_proj",
+            "mtp.layers.0.mlp.experts.19.down_proj",
+            "mtp.layers.0.mlp.experts.19.gate_proj",
+            "mtp.layers.0.mlp.experts.19.up_proj",
+            "mtp.layers.0.mlp.experts.190.down_proj",
+            "mtp.layers.0.mlp.experts.190.gate_proj",
+            "mtp.layers.0.mlp.experts.190.up_proj",
+            "mtp.layers.0.mlp.experts.191.down_proj",
+            "mtp.layers.0.mlp.experts.191.gate_proj",
+            "mtp.layers.0.mlp.experts.191.up_proj",
+            "mtp.layers.0.mlp.experts.192.down_proj",
+            "mtp.layers.0.mlp.experts.192.gate_proj",
+            "mtp.layers.0.mlp.experts.192.up_proj",
+            "mtp.layers.0.mlp.experts.193.down_proj",
+            "mtp.layers.0.mlp.experts.193.gate_proj",
+            "mtp.layers.0.mlp.experts.193.up_proj",
+            "mtp.layers.0.mlp.experts.194.down_proj",
+            "mtp.layers.0.mlp.experts.194.gate_proj",
+            "mtp.layers.0.mlp.experts.194.up_proj",
+            "mtp.layers.0.mlp.experts.195.down_proj",
+            "mtp.layers.0.mlp.experts.195.gate_proj",
+            "mtp.layers.0.mlp.experts.195.up_proj",
+            "mtp.layers.0.mlp.experts.196.down_proj",
+            "mtp.layers.0.mlp.experts.196.gate_proj",
+            "mtp.layers.0.mlp.experts.196.up_proj",
+            "mtp.layers.0.mlp.experts.197.down_proj",
+            "mtp.layers.0.mlp.experts.197.gate_proj",
+            "mtp.layers.0.mlp.experts.197.up_proj",
+            "mtp.layers.0.mlp.experts.198.down_proj",
+            "mtp.layers.0.mlp.experts.198.gate_proj",
+            "mtp.layers.0.mlp.experts.198.up_proj",
+            "mtp.layers.0.mlp.experts.199.down_proj",
+            "mtp.layers.0.mlp.experts.199.gate_proj",
+            "mtp.layers.0.mlp.experts.199.up_proj",
+            "mtp.layers.0.mlp.experts.2.down_proj",
+            "mtp.layers.0.mlp.experts.2.gate_proj",
+            "mtp.layers.0.mlp.experts.2.up_proj",
+            "mtp.layers.0.mlp.experts.20.down_proj",
+            "mtp.layers.0.mlp.experts.20.gate_proj",
+            "mtp.layers.0.mlp.experts.20.up_proj",
+            "mtp.layers.0.mlp.experts.200.down_proj",
+            "mtp.layers.0.mlp.experts.200.gate_proj",
+            "mtp.layers.0.mlp.experts.200.up_proj",
+            "mtp.layers.0.mlp.experts.201.down_proj",
+            "mtp.layers.0.mlp.experts.201.gate_proj",
+            "mtp.layers.0.mlp.experts.201.up_proj",
+            "mtp.layers.0.mlp.experts.202.down_proj",
+            "mtp.layers.0.mlp.experts.202.gate_proj",
+            "mtp.layers.0.mlp.experts.202.up_proj",
+            "mtp.layers.0.mlp.experts.203.down_proj",
+            "mtp.layers.0.mlp.experts.203.gate_proj",
+            "mtp.layers.0.mlp.experts.203.up_proj",
+            "mtp.layers.0.mlp.experts.204.down_proj",
+            "mtp.layers.0.mlp.experts.204.gate_proj",
+            "mtp.layers.0.mlp.experts.204.up_proj",
+            "mtp.layers.0.mlp.experts.205.down_proj",
+            "mtp.layers.0.mlp.experts.205.gate_proj",
+            "mtp.layers.0.mlp.experts.205.up_proj",
+            "mtp.layers.0.mlp.experts.206.down_proj",
+            "mtp.layers.0.mlp.experts.206.gate_proj",
+            "mtp.layers.0.mlp.experts.206.up_proj",
+            "mtp.layers.0.mlp.experts.207.down_proj",
+            "mtp.layers.0.mlp.experts.207.gate_proj",
+            "mtp.layers.0.mlp.experts.207.up_proj",
+            "mtp.layers.0.mlp.experts.208.down_proj",
+            "mtp.layers.0.mlp.experts.208.gate_proj",
+            "mtp.layers.0.mlp.experts.208.up_proj",
+            "mtp.layers.0.mlp.experts.209.down_proj",
+            "mtp.layers.0.mlp.experts.209.gate_proj",
+            "mtp.layers.0.mlp.experts.209.up_proj",
+            "mtp.layers.0.mlp.experts.21.down_proj",
+            "mtp.layers.0.mlp.experts.21.gate_proj",
+            "mtp.layers.0.mlp.experts.21.up_proj",
+            "mtp.layers.0.mlp.experts.210.down_proj",
+            "mtp.layers.0.mlp.experts.210.gate_proj",
+            "mtp.layers.0.mlp.experts.210.up_proj",
+            "mtp.layers.0.mlp.experts.211.down_proj",
+            "mtp.layers.0.mlp.experts.211.gate_proj",
+            "mtp.layers.0.mlp.experts.211.up_proj",
+            "mtp.layers.0.mlp.experts.212.down_proj",
+            "mtp.layers.0.mlp.experts.212.gate_proj",
+            "mtp.layers.0.mlp.experts.212.up_proj",
+            "mtp.layers.0.mlp.experts.213.down_proj",
+            "mtp.layers.0.mlp.experts.213.gate_proj",
+            "mtp.layers.0.mlp.experts.213.up_proj",
+            "mtp.layers.0.mlp.experts.214.down_proj",
+            "mtp.layers.0.mlp.experts.214.gate_proj",
+            "mtp.layers.0.mlp.experts.214.up_proj",
+            "mtp.layers.0.mlp.experts.215.down_proj",
+            "mtp.layers.0.mlp.experts.215.gate_proj",
+            "mtp.layers.0.mlp.experts.215.up_proj",
+            "mtp.layers.0.mlp.experts.216.down_proj",
+            "mtp.layers.0.mlp.experts.216.gate_proj",
+            "mtp.layers.0.mlp.experts.216.up_proj",
+            "mtp.layers.0.mlp.experts.217.down_proj",
+            "mtp.layers.0.mlp.experts.217.gate_proj",
+            "mtp.layers.0.mlp.experts.217.up_proj",
+            "mtp.layers.0.mlp.experts.218.down_proj",
+            "mtp.layers.0.mlp.experts.218.gate_proj",
+            "mtp.layers.0.mlp.experts.218.up_proj",
+            "mtp.layers.0.mlp.experts.219.down_proj",
+            "mtp.layers.0.mlp.experts.219.gate_proj",
+            "mtp.layers.0.mlp.experts.219.up_proj",
+            "mtp.layers.0.mlp.experts.22.down_proj",
+            "mtp.layers.0.mlp.experts.22.gate_proj",
+            "mtp.layers.0.mlp.experts.22.up_proj",
+            "mtp.layers.0.mlp.experts.220.down_proj",
+            "mtp.layers.0.mlp.experts.220.gate_proj",
+            "mtp.layers.0.mlp.experts.220.up_proj",
+            "mtp.layers.0.mlp.experts.221.down_proj",
+            "mtp.layers.0.mlp.experts.221.gate_proj",
+            "mtp.layers.0.mlp.experts.221.up_proj",
+            "mtp.layers.0.mlp.experts.222.down_proj",
+            "mtp.layers.0.mlp.experts.222.gate_proj",
+            "mtp.layers.0.mlp.experts.222.up_proj",
+            "mtp.layers.0.mlp.experts.223.down_proj",
+            "mtp.layers.0.mlp.experts.223.gate_proj",
+            "mtp.layers.0.mlp.experts.223.up_proj",
+            "mtp.layers.0.mlp.experts.224.down_proj",
+            "mtp.layers.0.mlp.experts.224.gate_proj",
+            "mtp.layers.0.mlp.experts.224.up_proj",
+            "mtp.layers.0.mlp.experts.225.down_proj",
+            "mtp.layers.0.mlp.experts.225.gate_proj",
+            "mtp.layers.0.mlp.experts.225.up_proj",
+            "mtp.layers.0.mlp.experts.226.down_proj",
+            "mtp.layers.0.mlp.experts.226.gate_proj",
+            "mtp.layers.0.mlp.experts.226.up_proj",
+            "mtp.layers.0.mlp.experts.227.down_proj",
+            "mtp.layers.0.mlp.experts.227.gate_proj",
+            "mtp.layers.0.mlp.experts.227.up_proj",
+            "mtp.layers.0.mlp.experts.228.down_proj",
+            "mtp.layers.0.mlp.experts.228.gate_proj",
+            "mtp.layers.0.mlp.experts.228.up_proj",
+            "mtp.layers.0.mlp.experts.229.down_proj",
+            "mtp.layers.0.mlp.experts.229.gate_proj",
+            "mtp.layers.0.mlp.experts.229.up_proj",
+            "mtp.layers.0.mlp.experts.23.down_proj",
+            "mtp.layers.0.mlp.experts.23.gate_proj",
+            "mtp.layers.0.mlp.experts.23.up_proj",
+            "mtp.layers.0.mlp.experts.230.down_proj",
+            "mtp.layers.0.mlp.experts.230.gate_proj",
+            "mtp.layers.0.mlp.experts.230.up_proj",
+            "mtp.layers.0.mlp.experts.231.down_proj",
+            "mtp.layers.0.mlp.experts.231.gate_proj",
+            "mtp.layers.0.mlp.experts.231.up_proj",
+            "mtp.layers.0.mlp.experts.232.down_proj",
+            "mtp.layers.0.mlp.experts.232.gate_proj",
+            "mtp.layers.0.mlp.experts.232.up_proj",
+            "mtp.layers.0.mlp.experts.233.down_proj",
+            "mtp.layers.0.mlp.experts.233.gate_proj",
+            "mtp.layers.0.mlp.experts.233.up_proj",
+            "mtp.layers.0.mlp.experts.234.down_proj",
+            "mtp.layers.0.mlp.experts.234.gate_proj",
+            "mtp.layers.0.mlp.experts.234.up_proj",
+            "mtp.layers.0.mlp.experts.235.down_proj",
+            "mtp.layers.0.mlp.experts.235.gate_proj",
+            "mtp.layers.0.mlp.experts.235.up_proj",
+            "mtp.layers.0.mlp.experts.236.down_proj",
+            "mtp.layers.0.mlp.experts.236.gate_proj",
+            "mtp.layers.0.mlp.experts.236.up_proj",
+            "mtp.layers.0.mlp.experts.237.down_proj",
+            "mtp.layers.0.mlp.experts.237.gate_proj",
+            "mtp.layers.0.mlp.experts.237.up_proj",
+            "mtp.layers.0.mlp.experts.238.down_proj",
+            "mtp.layers.0.mlp.experts.238.gate_proj",
+            "mtp.layers.0.mlp.experts.238.up_proj",
+            "mtp.layers.0.mlp.experts.239.down_proj",
+            "mtp.layers.0.mlp.experts.239.gate_proj",
+            "mtp.layers.0.mlp.experts.239.up_proj",
+            "mtp.layers.0.mlp.experts.24.down_proj",
+            "mtp.layers.0.mlp.experts.24.gate_proj",
+            "mtp.layers.0.mlp.experts.24.up_proj",
+            "mtp.layers.0.mlp.experts.240.down_proj",
+            "mtp.layers.0.mlp.experts.240.gate_proj",
+            "mtp.layers.0.mlp.experts.240.up_proj",
+            "mtp.layers.0.mlp.experts.241.down_proj",
+            "mtp.layers.0.mlp.experts.241.gate_proj",
+            "mtp.layers.0.mlp.experts.241.up_proj",
+            "mtp.layers.0.mlp.experts.242.down_proj",
+            "mtp.layers.0.mlp.experts.242.gate_proj",
+            "mtp.layers.0.mlp.experts.242.up_proj",
+            "mtp.layers.0.mlp.experts.243.down_proj",
+            "mtp.layers.0.mlp.experts.243.gate_proj",
+            "mtp.layers.0.mlp.experts.243.up_proj",
+            "mtp.layers.0.mlp.experts.244.down_proj",
+            "mtp.layers.0.mlp.experts.244.gate_proj",
+            "mtp.layers.0.mlp.experts.244.up_proj",
+            "mtp.layers.0.mlp.experts.245.down_proj",
+            "mtp.layers.0.mlp.experts.245.gate_proj",
+            "mtp.layers.0.mlp.experts.245.up_proj",
+            "mtp.layers.0.mlp.experts.246.down_proj",
+            "mtp.layers.0.mlp.experts.246.gate_proj",
+            "mtp.layers.0.mlp.experts.246.up_proj",
+            "mtp.layers.0.mlp.experts.247.down_proj",
+            "mtp.layers.0.mlp.experts.247.gate_proj",
+            "mtp.layers.0.mlp.experts.247.up_proj",
+            "mtp.layers.0.mlp.experts.248.down_proj",
+            "mtp.layers.0.mlp.experts.248.gate_proj",
+            "mtp.layers.0.mlp.experts.248.up_proj",
+            "mtp.layers.0.mlp.experts.249.down_proj",
+            "mtp.layers.0.mlp.experts.249.gate_proj",
+            "mtp.layers.0.mlp.experts.249.up_proj",
+            "mtp.layers.0.mlp.experts.25.down_proj",
+            "mtp.layers.0.mlp.experts.25.gate_proj",
+            "mtp.layers.0.mlp.experts.25.up_proj",
+            "mtp.layers.0.mlp.experts.250.down_proj",
+            "mtp.layers.0.mlp.experts.250.gate_proj",
+            "mtp.layers.0.mlp.experts.250.up_proj",
+            "mtp.layers.0.mlp.experts.251.down_proj",
+            "mtp.layers.0.mlp.experts.251.gate_proj",
+            "mtp.layers.0.mlp.experts.251.up_proj",
+            "mtp.layers.0.mlp.experts.252.down_proj",
+            "mtp.layers.0.mlp.experts.252.gate_proj",
+            "mtp.layers.0.mlp.experts.252.up_proj",
+            "mtp.layers.0.mlp.experts.253.down_proj",
+            "mtp.layers.0.mlp.experts.253.gate_proj",
+            "mtp.layers.0.mlp.experts.253.up_proj",
+            "mtp.layers.0.mlp.experts.254.down_proj",
+            "mtp.layers.0.mlp.experts.254.gate_proj",
+            "mtp.layers.0.mlp.experts.254.up_proj",
+            "mtp.layers.0.mlp.experts.255.down_proj",
+            "mtp.layers.0.mlp.experts.255.gate_proj",
+            "mtp.layers.0.mlp.experts.255.up_proj",
+            "mtp.layers.0.mlp.experts.256.down_proj",
+            "mtp.layers.0.mlp.experts.256.gate_proj",
+            "mtp.layers.0.mlp.experts.256.up_proj",
+            "mtp.layers.0.mlp.experts.257.down_proj",
+            "mtp.layers.0.mlp.experts.257.gate_proj",
+            "mtp.layers.0.mlp.experts.257.up_proj",
+            "mtp.layers.0.mlp.experts.258.down_proj",
+            "mtp.layers.0.mlp.experts.258.gate_proj",
+            "mtp.layers.0.mlp.experts.258.up_proj",
+            "mtp.layers.0.mlp.experts.259.down_proj",
+            "mtp.layers.0.mlp.experts.259.gate_proj",
+            "mtp.layers.0.mlp.experts.259.up_proj",
+            "mtp.layers.0.mlp.experts.26.down_proj",
+            "mtp.layers.0.mlp.experts.26.gate_proj",
+            "mtp.layers.0.mlp.experts.26.up_proj",
+            "mtp.layers.0.mlp.experts.260.down_proj",
+            "mtp.layers.0.mlp.experts.260.gate_proj",
+            "mtp.layers.0.mlp.experts.260.up_proj",
+            "mtp.layers.0.mlp.experts.261.down_proj",
+            "mtp.layers.0.mlp.experts.261.gate_proj",
+            "mtp.layers.0.mlp.experts.261.up_proj",
+            "mtp.layers.0.mlp.experts.262.down_proj",
+            "mtp.layers.0.mlp.experts.262.gate_proj",
+            "mtp.layers.0.mlp.experts.262.up_proj",
+            "mtp.layers.0.mlp.experts.263.down_proj",
+            "mtp.layers.0.mlp.experts.263.gate_proj",
+            "mtp.layers.0.mlp.experts.263.up_proj",
+            "mtp.layers.0.mlp.experts.264.down_proj",
+            "mtp.layers.0.mlp.experts.264.gate_proj",
+            "mtp.layers.0.mlp.experts.264.up_proj",
+            "mtp.layers.0.mlp.experts.265.down_proj",
+            "mtp.layers.0.mlp.experts.265.gate_proj",
+            "mtp.layers.0.mlp.experts.265.up_proj",
+            "mtp.layers.0.mlp.experts.266.down_proj",
+            "mtp.layers.0.mlp.experts.266.gate_proj",
+            "mtp.layers.0.mlp.experts.266.up_proj",
+            "mtp.layers.0.mlp.experts.267.down_proj",
+            "mtp.layers.0.mlp.experts.267.gate_proj",
+            "mtp.layers.0.mlp.experts.267.up_proj",
+            "mtp.layers.0.mlp.experts.268.down_proj",
+            "mtp.layers.0.mlp.experts.268.gate_proj",
+            "mtp.layers.0.mlp.experts.268.up_proj",
+            "mtp.layers.0.mlp.experts.269.down_proj",
+            "mtp.layers.0.mlp.experts.269.gate_proj",
+            "mtp.layers.0.mlp.experts.269.up_proj",
+            "mtp.layers.0.mlp.experts.27.down_proj",
+            "mtp.layers.0.mlp.experts.27.gate_proj",
+            "mtp.layers.0.mlp.experts.27.up_proj",
+            "mtp.layers.0.mlp.experts.270.down_proj",
+            "mtp.layers.0.mlp.experts.270.gate_proj",
+            "mtp.layers.0.mlp.experts.270.up_proj",
+            "mtp.layers.0.mlp.experts.271.down_proj",
+            "mtp.layers.0.mlp.experts.271.gate_proj",
+            "mtp.layers.0.mlp.experts.271.up_proj",
+            "mtp.layers.0.mlp.experts.272.down_proj",
+            "mtp.layers.0.mlp.experts.272.gate_proj",
+            "mtp.layers.0.mlp.experts.272.up_proj",
+            "mtp.layers.0.mlp.experts.273.down_proj",
+            "mtp.layers.0.mlp.experts.273.gate_proj",
+            "mtp.layers.0.mlp.experts.273.up_proj",
+            "mtp.layers.0.mlp.experts.274.down_proj",
+            "mtp.layers.0.mlp.experts.274.gate_proj",
+            "mtp.layers.0.mlp.experts.274.up_proj",
+            "mtp.layers.0.mlp.experts.275.down_proj",
+            "mtp.layers.0.mlp.experts.275.gate_proj",
+            "mtp.layers.0.mlp.experts.275.up_proj",
+            "mtp.layers.0.mlp.experts.276.down_proj",
+            "mtp.layers.0.mlp.experts.276.gate_proj",
+            "mtp.layers.0.mlp.experts.276.up_proj",
+            "mtp.layers.0.mlp.experts.277.down_proj",
+            "mtp.layers.0.mlp.experts.277.gate_proj",
+            "mtp.layers.0.mlp.experts.277.up_proj",
+            "mtp.layers.0.mlp.experts.278.down_proj",
+            "mtp.layers.0.mlp.experts.278.gate_proj",
+            "mtp.layers.0.mlp.experts.278.up_proj",
+            "mtp.layers.0.mlp.experts.279.down_proj",
+            "mtp.layers.0.mlp.experts.279.gate_proj",
+            "mtp.layers.0.mlp.experts.279.up_proj",
+            "mtp.layers.0.mlp.experts.28.down_proj",
+            "mtp.layers.0.mlp.experts.28.gate_proj",
+            "mtp.layers.0.mlp.experts.28.up_proj",
+            "mtp.layers.0.mlp.experts.280.down_proj",
+            "mtp.layers.0.mlp.experts.280.gate_proj",
+            "mtp.layers.0.mlp.experts.280.up_proj",
+            "mtp.layers.0.mlp.experts.281.down_proj",
+            "mtp.layers.0.mlp.experts.281.gate_proj",
+            "mtp.layers.0.mlp.experts.281.up_proj",
+            "mtp.layers.0.mlp.experts.282.down_proj",
+            "mtp.layers.0.mlp.experts.282.gate_proj",
+            "mtp.layers.0.mlp.experts.282.up_proj",
+            "mtp.layers.0.mlp.experts.283.down_proj",
+            "mtp.layers.0.mlp.experts.283.gate_proj",
+            "mtp.layers.0.mlp.experts.283.up_proj",
+            "mtp.layers.0.mlp.experts.284.down_proj",
+            "mtp.layers.0.mlp.experts.284.gate_proj",
+            "mtp.layers.0.mlp.experts.284.up_proj",
+            "mtp.layers.0.mlp.experts.285.down_proj",
+            "mtp.layers.0.mlp.experts.285.gate_proj",
+            "mtp.layers.0.mlp.experts.285.up_proj",
+            "mtp.layers.0.mlp.experts.286.down_proj",
+            "mtp.layers.0.mlp.experts.286.gate_proj",
+            "mtp.layers.0.mlp.experts.286.up_proj",
+            "mtp.layers.0.mlp.experts.287.down_proj",
+            "mtp.layers.0.mlp.experts.287.gate_proj",
+            "mtp.layers.0.mlp.experts.287.up_proj",
+            "mtp.layers.0.mlp.experts.288.down_proj",
+            "mtp.layers.0.mlp.experts.288.gate_proj",
+            "mtp.layers.0.mlp.experts.288.up_proj",
+            "mtp.layers.0.mlp.experts.289.down_proj",
+            "mtp.layers.0.mlp.experts.289.gate_proj",
+            "mtp.layers.0.mlp.experts.289.up_proj",
+            "mtp.layers.0.mlp.experts.29.down_proj",
+            "mtp.layers.0.mlp.experts.29.gate_proj",
+            "mtp.layers.0.mlp.experts.29.up_proj",
+            "mtp.layers.0.mlp.experts.290.down_proj",
+            "mtp.layers.0.mlp.experts.290.gate_proj",
+            "mtp.layers.0.mlp.experts.290.up_proj",
+            "mtp.layers.0.mlp.experts.291.down_proj",
+            "mtp.layers.0.mlp.experts.291.gate_proj",
+            "mtp.layers.0.mlp.experts.291.up_proj",
+            "mtp.layers.0.mlp.experts.292.down_proj",
+            "mtp.layers.0.mlp.experts.292.gate_proj",
+            "mtp.layers.0.mlp.experts.292.up_proj",
+            "mtp.layers.0.mlp.experts.293.down_proj",
+            "mtp.layers.0.mlp.experts.293.gate_proj",
+            "mtp.layers.0.mlp.experts.293.up_proj",
+            "mtp.layers.0.mlp.experts.294.down_proj",
+            "mtp.layers.0.mlp.experts.294.gate_proj",
+            "mtp.layers.0.mlp.experts.294.up_proj",
+            "mtp.layers.0.mlp.experts.295.down_proj",
+            "mtp.layers.0.mlp.experts.295.gate_proj",
+            "mtp.layers.0.mlp.experts.295.up_proj",
+            "mtp.layers.0.mlp.experts.296.down_proj",
+            "mtp.layers.0.mlp.experts.296.gate_proj",
+            "mtp.layers.0.mlp.experts.296.up_proj",
+            "mtp.layers.0.mlp.experts.297.down_proj",
+            "mtp.layers.0.mlp.experts.297.gate_proj",
+            "mtp.layers.0.mlp.experts.297.up_proj",
+            "mtp.layers.0.mlp.experts.298.down_proj",
+            "mtp.layers.0.mlp.experts.298.gate_proj",
+            "mtp.layers.0.mlp.experts.298.up_proj",
+            "mtp.layers.0.mlp.experts.299.down_proj",
+            "mtp.layers.0.mlp.experts.299.gate_proj",
+            "mtp.layers.0.mlp.experts.299.up_proj",
+            "mtp.layers.0.mlp.experts.3.down_proj",
+            "mtp.layers.0.mlp.experts.3.gate_proj",
+            "mtp.layers.0.mlp.experts.3.up_proj",
+            "mtp.layers.0.mlp.experts.30.down_proj",
+            "mtp.layers.0.mlp.experts.30.gate_proj",
+            "mtp.layers.0.mlp.experts.30.up_proj",
+            "mtp.layers.0.mlp.experts.300.down_proj",
+            "mtp.layers.0.mlp.experts.300.gate_proj",
+            "mtp.layers.0.mlp.experts.300.up_proj",
+            "mtp.layers.0.mlp.experts.301.down_proj",
+            "mtp.layers.0.mlp.experts.301.gate_proj",
+            "mtp.layers.0.mlp.experts.301.up_proj",
+            "mtp.layers.0.mlp.experts.302.down_proj",
+            "mtp.layers.0.mlp.experts.302.gate_proj",
+            "mtp.layers.0.mlp.experts.302.up_proj",
+            "mtp.layers.0.mlp.experts.303.down_proj",
+            "mtp.layers.0.mlp.experts.303.gate_proj",
+            "mtp.layers.0.mlp.experts.303.up_proj",
+            "mtp.layers.0.mlp.experts.304.down_proj",
+            "mtp.layers.0.mlp.experts.304.gate_proj",
+            "mtp.layers.0.mlp.experts.304.up_proj",
+            "mtp.layers.0.mlp.experts.305.down_proj",
+            "mtp.layers.0.mlp.experts.305.gate_proj",
+            "mtp.layers.0.mlp.experts.305.up_proj",
+            "mtp.layers.0.mlp.experts.306.down_proj",
+            "mtp.layers.0.mlp.experts.306.gate_proj",
+            "mtp.layers.0.mlp.experts.306.up_proj",
+            "mtp.layers.0.mlp.experts.307.down_proj",
+            "mtp.layers.0.mlp.experts.307.gate_proj",
+            "mtp.layers.0.mlp.experts.307.up_proj",
+            "mtp.layers.0.mlp.experts.308.down_proj",
+            "mtp.layers.0.mlp.experts.308.gate_proj",
+            "mtp.layers.0.mlp.experts.308.up_proj",
+            "mtp.layers.0.mlp.experts.309.down_proj",
+            "mtp.layers.0.mlp.experts.309.gate_proj",
+            "mtp.layers.0.mlp.experts.309.up_proj",
+            "mtp.layers.0.mlp.experts.31.down_proj",
+            "mtp.layers.0.mlp.experts.31.gate_proj",
+            "mtp.layers.0.mlp.experts.31.up_proj",
+            "mtp.layers.0.mlp.experts.310.down_proj",
+            "mtp.layers.0.mlp.experts.310.gate_proj",
+            "mtp.layers.0.mlp.experts.310.up_proj",
+            "mtp.layers.0.mlp.experts.311.down_proj",
+            "mtp.layers.0.mlp.experts.311.gate_proj",
+            "mtp.layers.0.mlp.experts.311.up_proj",
+            "mtp.layers.0.mlp.experts.312.down_proj",
+            "mtp.layers.0.mlp.experts.312.gate_proj",
+            "mtp.layers.0.mlp.experts.312.up_proj",
+            "mtp.layers.0.mlp.experts.313.down_proj",
+            "mtp.layers.0.mlp.experts.313.gate_proj",
+            "mtp.layers.0.mlp.experts.313.up_proj",
+            "mtp.layers.0.mlp.experts.314.down_proj",
+            "mtp.layers.0.mlp.experts.314.gate_proj",
+            "mtp.layers.0.mlp.experts.314.up_proj",
+            "mtp.layers.0.mlp.experts.315.down_proj",
+            "mtp.layers.0.mlp.experts.315.gate_proj",
+            "mtp.layers.0.mlp.experts.315.up_proj",
+            "mtp.layers.0.mlp.experts.316.down_proj",
+            "mtp.layers.0.mlp.experts.316.gate_proj",
+            "mtp.layers.0.mlp.experts.316.up_proj",
+            "mtp.layers.0.mlp.experts.317.down_proj",
+            "mtp.layers.0.mlp.experts.317.gate_proj",
+            "mtp.layers.0.mlp.experts.317.up_proj",
+            "mtp.layers.0.mlp.experts.318.down_proj",
+            "mtp.layers.0.mlp.experts.318.gate_proj",
+            "mtp.layers.0.mlp.experts.318.up_proj",
+            "mtp.layers.0.mlp.experts.319.down_proj",
+            "mtp.layers.0.mlp.experts.319.gate_proj",
+            "mtp.layers.0.mlp.experts.319.up_proj",
+            "mtp.layers.0.mlp.experts.32.down_proj",
+            "mtp.layers.0.mlp.experts.32.gate_proj",
+            "mtp.layers.0.mlp.experts.32.up_proj",
+            "mtp.layers.0.mlp.experts.320.down_proj",
+            "mtp.layers.0.mlp.experts.320.gate_proj",
+            "mtp.layers.0.mlp.experts.320.up_proj",
+            "mtp.layers.0.mlp.experts.321.down_proj",
+            "mtp.layers.0.mlp.experts.321.gate_proj",
+            "mtp.layers.0.mlp.experts.321.up_proj",
+            "mtp.layers.0.mlp.experts.322.down_proj",
+            "mtp.layers.0.mlp.experts.322.gate_proj",
+            "mtp.layers.0.mlp.experts.322.up_proj",
+            "mtp.layers.0.mlp.experts.323.down_proj",
+            "mtp.layers.0.mlp.experts.323.gate_proj",
+            "mtp.layers.0.mlp.experts.323.up_proj",
+            "mtp.layers.0.mlp.experts.324.down_proj",
+            "mtp.layers.0.mlp.experts.324.gate_proj",
+            "mtp.layers.0.mlp.experts.324.up_proj",
+            "mtp.layers.0.mlp.experts.325.down_proj",
+            "mtp.layers.0.mlp.experts.325.gate_proj",
+            "mtp.layers.0.mlp.experts.325.up_proj",
+            "mtp.layers.0.mlp.experts.326.down_proj",
+            "mtp.layers.0.mlp.experts.326.gate_proj",
+            "mtp.layers.0.mlp.experts.326.up_proj",
+            "mtp.layers.0.mlp.experts.327.down_proj",
+            "mtp.layers.0.mlp.experts.327.gate_proj",
+            "mtp.layers.0.mlp.experts.327.up_proj",
+            "mtp.layers.0.mlp.experts.328.down_proj",
+            "mtp.layers.0.mlp.experts.328.gate_proj",
+            "mtp.layers.0.mlp.experts.328.up_proj",
+            "mtp.layers.0.mlp.experts.329.down_proj",
+            "mtp.layers.0.mlp.experts.329.gate_proj",
+            "mtp.layers.0.mlp.experts.329.up_proj",
+            "mtp.layers.0.mlp.experts.33.down_proj",
+            "mtp.layers.0.mlp.experts.33.gate_proj",
+            "mtp.layers.0.mlp.experts.33.up_proj",
+            "mtp.layers.0.mlp.experts.330.down_proj",
+            "mtp.layers.0.mlp.experts.330.gate_proj",
+            "mtp.layers.0.mlp.experts.330.up_proj",
+            "mtp.layers.0.mlp.experts.331.down_proj",
+            "mtp.layers.0.mlp.experts.331.gate_proj",
+            "mtp.layers.0.mlp.experts.331.up_proj",
+            "mtp.layers.0.mlp.experts.332.down_proj",
+            "mtp.layers.0.mlp.experts.332.gate_proj",
+            "mtp.layers.0.mlp.experts.332.up_proj",
+            "mtp.layers.0.mlp.experts.333.down_proj",
+            "mtp.layers.0.mlp.experts.333.gate_proj",
+            "mtp.layers.0.mlp.experts.333.up_proj",
+            "mtp.layers.0.mlp.experts.334.down_proj",
+            "mtp.layers.0.mlp.experts.334.gate_proj",
+            "mtp.layers.0.mlp.experts.334.up_proj",
+            "mtp.layers.0.mlp.experts.335.down_proj",
+            "mtp.layers.0.mlp.experts.335.gate_proj",
+            "mtp.layers.0.mlp.experts.335.up_proj",
+            "mtp.layers.0.mlp.experts.336.down_proj",
+            "mtp.layers.0.mlp.experts.336.gate_proj",
+            "mtp.layers.0.mlp.experts.336.up_proj",
+            "mtp.layers.0.mlp.experts.337.down_proj",
+            "mtp.layers.0.mlp.experts.337.gate_proj",
+            "mtp.layers.0.mlp.experts.337.up_proj",
+            "mtp.layers.0.mlp.experts.338.down_proj",
+            "mtp.layers.0.mlp.experts.338.gate_proj",
+            "mtp.layers.0.mlp.experts.338.up_proj",
+            "mtp.layers.0.mlp.experts.339.down_proj",
+            "mtp.layers.0.mlp.experts.339.gate_proj",
+            "mtp.layers.0.mlp.experts.339.up_proj",
+            "mtp.layers.0.mlp.experts.34.down_proj",
+            "mtp.layers.0.mlp.experts.34.gate_proj",
+            "mtp.layers.0.mlp.experts.34.up_proj",
+            "mtp.layers.0.mlp.experts.340.down_proj",
+            "mtp.layers.0.mlp.experts.340.gate_proj",
+            "mtp.layers.0.mlp.experts.340.up_proj",
+            "mtp.layers.0.mlp.experts.341.down_proj",
+            "mtp.layers.0.mlp.experts.341.gate_proj",
+            "mtp.layers.0.mlp.experts.341.up_proj",
+            "mtp.layers.0.mlp.experts.342.down_proj",
+            "mtp.layers.0.mlp.experts.342.gate_proj",
+            "mtp.layers.0.mlp.experts.342.up_proj",
+            "mtp.layers.0.mlp.experts.343.down_proj",
+            "mtp.layers.0.mlp.experts.343.gate_proj",
+            "mtp.layers.0.mlp.experts.343.up_proj",
+            "mtp.layers.0.mlp.experts.344.down_proj",
+            "mtp.layers.0.mlp.experts.344.gate_proj",
+            "mtp.layers.0.mlp.experts.344.up_proj",
+            "mtp.layers.0.mlp.experts.345.down_proj",
+            "mtp.layers.0.mlp.experts.345.gate_proj",
+            "mtp.layers.0.mlp.experts.345.up_proj",
+            "mtp.layers.0.mlp.experts.346.down_proj",
+            "mtp.layers.0.mlp.experts.346.gate_proj",
+            "mtp.layers.0.mlp.experts.346.up_proj",
+            "mtp.layers.0.mlp.experts.347.down_proj",
+            "mtp.layers.0.mlp.experts.347.gate_proj",
+            "mtp.layers.0.mlp.experts.347.up_proj",
+            "mtp.layers.0.mlp.experts.348.down_proj",
+            "mtp.layers.0.mlp.experts.348.gate_proj",
+            "mtp.layers.0.mlp.experts.348.up_proj",
+            "mtp.layers.0.mlp.experts.349.down_proj",
+            "mtp.layers.0.mlp.experts.349.gate_proj",
+            "mtp.layers.0.mlp.experts.349.up_proj",
+            "mtp.layers.0.mlp.experts.35.down_proj",
+            "mtp.layers.0.mlp.experts.35.gate_proj",
+            "mtp.layers.0.mlp.experts.35.up_proj",
+            "mtp.layers.0.mlp.experts.350.down_proj",
+            "mtp.layers.0.mlp.experts.350.gate_proj",
+            "mtp.layers.0.mlp.experts.350.up_proj",
+            "mtp.layers.0.mlp.experts.351.down_proj",
+            "mtp.layers.0.mlp.experts.351.gate_proj",
+            "mtp.layers.0.mlp.experts.351.up_proj",
+            "mtp.layers.0.mlp.experts.352.down_proj",
+            "mtp.layers.0.mlp.experts.352.gate_proj",
+            "mtp.layers.0.mlp.experts.352.up_proj",
+            "mtp.layers.0.mlp.experts.353.down_proj",
+            "mtp.layers.0.mlp.experts.353.gate_proj",
+            "mtp.layers.0.mlp.experts.353.up_proj",
+            "mtp.layers.0.mlp.experts.354.down_proj",
+            "mtp.layers.0.mlp.experts.354.gate_proj",
+            "mtp.layers.0.mlp.experts.354.up_proj",
+            "mtp.layers.0.mlp.experts.355.down_proj",
+            "mtp.layers.0.mlp.experts.355.gate_proj",
+            "mtp.layers.0.mlp.experts.355.up_proj",
+            "mtp.layers.0.mlp.experts.356.down_proj",
+            "mtp.layers.0.mlp.experts.356.gate_proj",
+            "mtp.layers.0.mlp.experts.356.up_proj",
+            "mtp.layers.0.mlp.experts.357.down_proj",
+            "mtp.layers.0.mlp.experts.357.gate_proj",
+            "mtp.layers.0.mlp.experts.357.up_proj",
+            "mtp.layers.0.mlp.experts.358.down_proj",
+            "mtp.layers.0.mlp.experts.358.gate_proj",
+            "mtp.layers.0.mlp.experts.358.up_proj",
+            "mtp.layers.0.mlp.experts.359.down_proj",
+            "mtp.layers.0.mlp.experts.359.gate_proj",
+            "mtp.layers.0.mlp.experts.359.up_proj",
+            "mtp.layers.0.mlp.experts.36.down_proj",
+            "mtp.layers.0.mlp.experts.36.gate_proj",
+            "mtp.layers.0.mlp.experts.36.up_proj",
+            "mtp.layers.0.mlp.experts.360.down_proj",
+            "mtp.layers.0.mlp.experts.360.gate_proj",
+            "mtp.layers.0.mlp.experts.360.up_proj",
+            "mtp.layers.0.mlp.experts.361.down_proj",
+            "mtp.layers.0.mlp.experts.361.gate_proj",
+            "mtp.layers.0.mlp.experts.361.up_proj",
+            "mtp.layers.0.mlp.experts.362.down_proj",
+            "mtp.layers.0.mlp.experts.362.gate_proj",
+            "mtp.layers.0.mlp.experts.362.up_proj",
+            "mtp.layers.0.mlp.experts.363.down_proj",
+            "mtp.layers.0.mlp.experts.363.gate_proj",
+            "mtp.layers.0.mlp.experts.363.up_proj",
+            "mtp.layers.0.mlp.experts.364.down_proj",
+            "mtp.layers.0.mlp.experts.364.gate_proj",
+            "mtp.layers.0.mlp.experts.364.up_proj",
+            "mtp.layers.0.mlp.experts.365.down_proj",
+            "mtp.layers.0.mlp.experts.365.gate_proj",
+            "mtp.layers.0.mlp.experts.365.up_proj",
+            "mtp.layers.0.mlp.experts.366.down_proj",
+            "mtp.layers.0.mlp.experts.366.gate_proj",
+            "mtp.layers.0.mlp.experts.366.up_proj",
+            "mtp.layers.0.mlp.experts.367.down_proj",
+            "mtp.layers.0.mlp.experts.367.gate_proj",
+            "mtp.layers.0.mlp.experts.367.up_proj",
+            "mtp.layers.0.mlp.experts.368.down_proj",
+            "mtp.layers.0.mlp.experts.368.gate_proj",
+            "mtp.layers.0.mlp.experts.368.up_proj",
+            "mtp.layers.0.mlp.experts.369.down_proj",
+            "mtp.layers.0.mlp.experts.369.gate_proj",
+            "mtp.layers.0.mlp.experts.369.up_proj",
+            "mtp.layers.0.mlp.experts.37.down_proj",
+            "mtp.layers.0.mlp.experts.37.gate_proj",
+            "mtp.layers.0.mlp.experts.37.up_proj",
+            "mtp.layers.0.mlp.experts.370.down_proj",
+            "mtp.layers.0.mlp.experts.370.gate_proj",
+            "mtp.layers.0.mlp.experts.370.up_proj",
+            "mtp.layers.0.mlp.experts.371.down_proj",
+            "mtp.layers.0.mlp.experts.371.gate_proj",
+            "mtp.layers.0.mlp.experts.371.up_proj",
+            "mtp.layers.0.mlp.experts.372.down_proj",
+            "mtp.layers.0.mlp.experts.372.gate_proj",
+            "mtp.layers.0.mlp.experts.372.up_proj",
+            "mtp.layers.0.mlp.experts.373.down_proj",
+            "mtp.layers.0.mlp.experts.373.gate_proj",
+            "mtp.layers.0.mlp.experts.373.up_proj",
+            "mtp.layers.0.mlp.experts.374.down_proj",
+            "mtp.layers.0.mlp.experts.374.gate_proj",
+            "mtp.layers.0.mlp.experts.374.up_proj",
+            "mtp.layers.0.mlp.experts.375.down_proj",
+            "mtp.layers.0.mlp.experts.375.gate_proj",
+            "mtp.layers.0.mlp.experts.375.up_proj",
+            "mtp.layers.0.mlp.experts.376.down_proj",
+            "mtp.layers.0.mlp.experts.376.gate_proj",
+            "mtp.layers.0.mlp.experts.376.up_proj",
+            "mtp.layers.0.mlp.experts.377.down_proj",
+            "mtp.layers.0.mlp.experts.377.gate_proj",
+            "mtp.layers.0.mlp.experts.377.up_proj",
+            "mtp.layers.0.mlp.experts.378.down_proj",
+            "mtp.layers.0.mlp.experts.378.gate_proj",
+            "mtp.layers.0.mlp.experts.378.up_proj",
+            "mtp.layers.0.mlp.experts.379.down_proj",
+            "mtp.layers.0.mlp.experts.379.gate_proj",
+            "mtp.layers.0.mlp.experts.379.up_proj",
+            "mtp.layers.0.mlp.experts.38.down_proj",
+            "mtp.layers.0.mlp.experts.38.gate_proj",
+            "mtp.layers.0.mlp.experts.38.up_proj",
+            "mtp.layers.0.mlp.experts.380.down_proj",
+            "mtp.layers.0.mlp.experts.380.gate_proj",
+            "mtp.layers.0.mlp.experts.380.up_proj",
+            "mtp.layers.0.mlp.experts.381.down_proj",
+            "mtp.layers.0.mlp.experts.381.gate_proj",
+            "mtp.layers.0.mlp.experts.381.up_proj",
+            "mtp.layers.0.mlp.experts.382.down_proj",
+            "mtp.layers.0.mlp.experts.382.gate_proj",
+            "mtp.layers.0.mlp.experts.382.up_proj",
+            "mtp.layers.0.mlp.experts.383.down_proj",
+            "mtp.layers.0.mlp.experts.383.gate_proj",
+            "mtp.layers.0.mlp.experts.383.up_proj",
+            "mtp.layers.0.mlp.experts.384.down_proj",
+            "mtp.layers.0.mlp.experts.384.gate_proj",
+            "mtp.layers.0.mlp.experts.384.up_proj",
+            "mtp.layers.0.mlp.experts.385.down_proj",
+            "mtp.layers.0.mlp.experts.385.gate_proj",
+            "mtp.layers.0.mlp.experts.385.up_proj",
+            "mtp.layers.0.mlp.experts.386.down_proj",
+            "mtp.layers.0.mlp.experts.386.gate_proj",
+            "mtp.layers.0.mlp.experts.386.up_proj",
+            "mtp.layers.0.mlp.experts.387.down_proj",
+            "mtp.layers.0.mlp.experts.387.gate_proj",
+            "mtp.layers.0.mlp.experts.387.up_proj",
+            "mtp.layers.0.mlp.experts.388.down_proj",
+            "mtp.layers.0.mlp.experts.388.gate_proj",
+            "mtp.layers.0.mlp.experts.388.up_proj",
+            "mtp.layers.0.mlp.experts.389.down_proj",
+            "mtp.layers.0.mlp.experts.389.gate_proj",
+            "mtp.layers.0.mlp.experts.389.up_proj",
+            "mtp.layers.0.mlp.experts.39.down_proj",
+            "mtp.layers.0.mlp.experts.39.gate_proj",
+            "mtp.layers.0.mlp.experts.39.up_proj",
+            "mtp.layers.0.mlp.experts.390.down_proj",
+            "mtp.layers.0.mlp.experts.390.gate_proj",
+            "mtp.layers.0.mlp.experts.390.up_proj",
+            "mtp.layers.0.mlp.experts.391.down_proj",
+            "mtp.layers.0.mlp.experts.391.gate_proj",
+            "mtp.layers.0.mlp.experts.391.up_proj",
+            "mtp.layers.0.mlp.experts.392.down_proj",
+            "mtp.layers.0.mlp.experts.392.gate_proj",
+            "mtp.layers.0.mlp.experts.392.up_proj",
+            "mtp.layers.0.mlp.experts.393.down_proj",
+            "mtp.layers.0.mlp.experts.393.gate_proj",
+            "mtp.layers.0.mlp.experts.393.up_proj",
+            "mtp.layers.0.mlp.experts.394.down_proj",
+            "mtp.layers.0.mlp.experts.394.gate_proj",
+            "mtp.layers.0.mlp.experts.394.up_proj",
+            "mtp.layers.0.mlp.experts.395.down_proj",
+            "mtp.layers.0.mlp.experts.395.gate_proj",
+            "mtp.layers.0.mlp.experts.395.up_proj",
+            "mtp.layers.0.mlp.experts.396.down_proj",
+            "mtp.layers.0.mlp.experts.396.gate_proj",
+            "mtp.layers.0.mlp.experts.396.up_proj",
+            "mtp.layers.0.mlp.experts.397.down_proj",
+            "mtp.layers.0.mlp.experts.397.gate_proj",
+            "mtp.layers.0.mlp.experts.397.up_proj",
+            "mtp.layers.0.mlp.experts.398.down_proj",
+            "mtp.layers.0.mlp.experts.398.gate_proj",
+            "mtp.layers.0.mlp.experts.398.up_proj",
+            "mtp.layers.0.mlp.experts.399.down_proj",
+            "mtp.layers.0.mlp.experts.399.gate_proj",
+            "mtp.layers.0.mlp.experts.399.up_proj",
+            "mtp.layers.0.mlp.experts.4.down_proj",
+            "mtp.layers.0.mlp.experts.4.gate_proj",
+            "mtp.layers.0.mlp.experts.4.up_proj",
+            "mtp.layers.0.mlp.experts.40.down_proj",
+            "mtp.layers.0.mlp.experts.40.gate_proj",
+            "mtp.layers.0.mlp.experts.40.up_proj",
+            "mtp.layers.0.mlp.experts.400.down_proj",
+            "mtp.layers.0.mlp.experts.400.gate_proj",
+            "mtp.layers.0.mlp.experts.400.up_proj",
+            "mtp.layers.0.mlp.experts.401.down_proj",
+            "mtp.layers.0.mlp.experts.401.gate_proj",
+            "mtp.layers.0.mlp.experts.401.up_proj",
+            "mtp.layers.0.mlp.experts.402.down_proj",
+            "mtp.layers.0.mlp.experts.402.gate_proj",
+            "mtp.layers.0.mlp.experts.402.up_proj",
+            "mtp.layers.0.mlp.experts.403.down_proj",
+            "mtp.layers.0.mlp.experts.403.gate_proj",
+            "mtp.layers.0.mlp.experts.403.up_proj",
+            "mtp.layers.0.mlp.experts.404.down_proj",
+            "mtp.layers.0.mlp.experts.404.gate_proj",
+            "mtp.layers.0.mlp.experts.404.up_proj",
+            "mtp.layers.0.mlp.experts.405.down_proj",
+            "mtp.layers.0.mlp.experts.405.gate_proj",
+            "mtp.layers.0.mlp.experts.405.up_proj",
+            "mtp.layers.0.mlp.experts.406.down_proj",
+            "mtp.layers.0.mlp.experts.406.gate_proj",
+            "mtp.layers.0.mlp.experts.406.up_proj",
+            "mtp.layers.0.mlp.experts.407.down_proj",
+            "mtp.layers.0.mlp.experts.407.gate_proj",
+            "mtp.layers.0.mlp.experts.407.up_proj",
+            "mtp.layers.0.mlp.experts.408.down_proj",
+            "mtp.layers.0.mlp.experts.408.gate_proj",
+            "mtp.layers.0.mlp.experts.408.up_proj",
+            "mtp.layers.0.mlp.experts.409.down_proj",
+            "mtp.layers.0.mlp.experts.409.gate_proj",
+            "mtp.layers.0.mlp.experts.409.up_proj",
+            "mtp.layers.0.mlp.experts.41.down_proj",
+            "mtp.layers.0.mlp.experts.41.gate_proj",
+            "mtp.layers.0.mlp.experts.41.up_proj",
+            "mtp.layers.0.mlp.experts.410.down_proj",
+            "mtp.layers.0.mlp.experts.410.gate_proj",
+            "mtp.layers.0.mlp.experts.410.up_proj",
+            "mtp.layers.0.mlp.experts.411.down_proj",
+            "mtp.layers.0.mlp.experts.411.gate_proj",
+            "mtp.layers.0.mlp.experts.411.up_proj",
+            "mtp.layers.0.mlp.experts.412.down_proj",
+            "mtp.layers.0.mlp.experts.412.gate_proj",
+            "mtp.layers.0.mlp.experts.412.up_proj",
+            "mtp.layers.0.mlp.experts.413.down_proj",
+            "mtp.layers.0.mlp.experts.413.gate_proj",
+            "mtp.layers.0.mlp.experts.413.up_proj",
+            "mtp.layers.0.mlp.experts.414.down_proj",
+            "mtp.layers.0.mlp.experts.414.gate_proj",
+            "mtp.layers.0.mlp.experts.414.up_proj",
+            "mtp.layers.0.mlp.experts.415.down_proj",
+            "mtp.layers.0.mlp.experts.415.gate_proj",
+            "mtp.layers.0.mlp.experts.415.up_proj",
+            "mtp.layers.0.mlp.experts.416.down_proj",
+            "mtp.layers.0.mlp.experts.416.gate_proj",
+            "mtp.layers.0.mlp.experts.416.up_proj",
+            "mtp.layers.0.mlp.experts.417.down_proj",
+            "mtp.layers.0.mlp.experts.417.gate_proj",
+            "mtp.layers.0.mlp.experts.417.up_proj",
+            "mtp.layers.0.mlp.experts.418.down_proj",
+            "mtp.layers.0.mlp.experts.418.gate_proj",
+            "mtp.layers.0.mlp.experts.418.up_proj",
+            "mtp.layers.0.mlp.experts.419.down_proj",
+            "mtp.layers.0.mlp.experts.419.gate_proj",
+            "mtp.layers.0.mlp.experts.419.up_proj",
+            "mtp.layers.0.mlp.experts.42.down_proj",
+            "mtp.layers.0.mlp.experts.42.gate_proj",
+            "mtp.layers.0.mlp.experts.42.up_proj",
+            "mtp.layers.0.mlp.experts.420.down_proj",
+            "mtp.layers.0.mlp.experts.420.gate_proj",
+            "mtp.layers.0.mlp.experts.420.up_proj",
+            "mtp.layers.0.mlp.experts.421.down_proj",
+            "mtp.layers.0.mlp.experts.421.gate_proj",
+            "mtp.layers.0.mlp.experts.421.up_proj",
+            "mtp.layers.0.mlp.experts.422.down_proj",
+            "mtp.layers.0.mlp.experts.422.gate_proj",
+            "mtp.layers.0.mlp.experts.422.up_proj",
+            "mtp.layers.0.mlp.experts.423.down_proj",
+            "mtp.layers.0.mlp.experts.423.gate_proj",
+            "mtp.layers.0.mlp.experts.423.up_proj",
+            "mtp.layers.0.mlp.experts.424.down_proj",
+            "mtp.layers.0.mlp.experts.424.gate_proj",
+            "mtp.layers.0.mlp.experts.424.up_proj",
+            "mtp.layers.0.mlp.experts.425.down_proj",
+            "mtp.layers.0.mlp.experts.425.gate_proj",
+            "mtp.layers.0.mlp.experts.425.up_proj",
+            "mtp.layers.0.mlp.experts.426.down_proj",
+            "mtp.layers.0.mlp.experts.426.gate_proj",
+            "mtp.layers.0.mlp.experts.426.up_proj",
+            "mtp.layers.0.mlp.experts.427.down_proj",
+            "mtp.layers.0.mlp.experts.427.gate_proj",
+            "mtp.layers.0.mlp.experts.427.up_proj",
+            "mtp.layers.0.mlp.experts.428.down_proj",
+            "mtp.layers.0.mlp.experts.428.gate_proj",
+            "mtp.layers.0.mlp.experts.428.up_proj",
+            "mtp.layers.0.mlp.experts.429.down_proj",
+            "mtp.layers.0.mlp.experts.429.gate_proj",
+            "mtp.layers.0.mlp.experts.429.up_proj",
+            "mtp.layers.0.mlp.experts.43.down_proj",
+            "mtp.layers.0.mlp.experts.43.gate_proj",
+            "mtp.layers.0.mlp.experts.43.up_proj",
+            "mtp.layers.0.mlp.experts.430.down_proj",
+            "mtp.layers.0.mlp.experts.430.gate_proj",
+            "mtp.layers.0.mlp.experts.430.up_proj",
+            "mtp.layers.0.mlp.experts.431.down_proj",
+            "mtp.layers.0.mlp.experts.431.gate_proj",
+            "mtp.layers.0.mlp.experts.431.up_proj",
+            "mtp.layers.0.mlp.experts.432.down_proj",
+            "mtp.layers.0.mlp.experts.432.gate_proj",
+            "mtp.layers.0.mlp.experts.432.up_proj",
+            "mtp.layers.0.mlp.experts.433.down_proj",
+            "mtp.layers.0.mlp.experts.433.gate_proj",
+            "mtp.layers.0.mlp.experts.433.up_proj",
+            "mtp.layers.0.mlp.experts.434.down_proj",
+            "mtp.layers.0.mlp.experts.434.gate_proj",
+            "mtp.layers.0.mlp.experts.434.up_proj",
+            "mtp.layers.0.mlp.experts.435.down_proj",
+            "mtp.layers.0.mlp.experts.435.gate_proj",
+            "mtp.layers.0.mlp.experts.435.up_proj",
+            "mtp.layers.0.mlp.experts.436.down_proj",
+            "mtp.layers.0.mlp.experts.436.gate_proj",
+            "mtp.layers.0.mlp.experts.436.up_proj",
+            "mtp.layers.0.mlp.experts.437.down_proj",
+            "mtp.layers.0.mlp.experts.437.gate_proj",
+            "mtp.layers.0.mlp.experts.437.up_proj",
+            "mtp.layers.0.mlp.experts.438.down_proj",
+            "mtp.layers.0.mlp.experts.438.gate_proj",
+            "mtp.layers.0.mlp.experts.438.up_proj",
+            "mtp.layers.0.mlp.experts.439.down_proj",
+            "mtp.layers.0.mlp.experts.439.gate_proj",
+            "mtp.layers.0.mlp.experts.439.up_proj",
+            "mtp.layers.0.mlp.experts.44.down_proj",
+            "mtp.layers.0.mlp.experts.44.gate_proj",
+            "mtp.layers.0.mlp.experts.44.up_proj",
+            "mtp.layers.0.mlp.experts.440.down_proj",
+            "mtp.layers.0.mlp.experts.440.gate_proj",
+            "mtp.layers.0.mlp.experts.440.up_proj",
+            "mtp.layers.0.mlp.experts.441.down_proj",
+            "mtp.layers.0.mlp.experts.441.gate_proj",
+            "mtp.layers.0.mlp.experts.441.up_proj",
+            "mtp.layers.0.mlp.experts.442.down_proj",
+            "mtp.layers.0.mlp.experts.442.gate_proj",
+            "mtp.layers.0.mlp.experts.442.up_proj",
+            "mtp.layers.0.mlp.experts.443.down_proj",
+            "mtp.layers.0.mlp.experts.443.gate_proj",
+            "mtp.layers.0.mlp.experts.443.up_proj",
+            "mtp.layers.0.mlp.experts.444.down_proj",
+            "mtp.layers.0.mlp.experts.444.gate_proj",
+            "mtp.layers.0.mlp.experts.444.up_proj",
+            "mtp.layers.0.mlp.experts.445.down_proj",
+            "mtp.layers.0.mlp.experts.445.gate_proj",
+            "mtp.layers.0.mlp.experts.445.up_proj",
+            "mtp.layers.0.mlp.experts.446.down_proj",
+            "mtp.layers.0.mlp.experts.446.gate_proj",
+            "mtp.layers.0.mlp.experts.446.up_proj",
+            "mtp.layers.0.mlp.experts.447.down_proj",
+            "mtp.layers.0.mlp.experts.447.gate_proj",
+            "mtp.layers.0.mlp.experts.447.up_proj",
+            "mtp.layers.0.mlp.experts.448.down_proj",
+            "mtp.layers.0.mlp.experts.448.gate_proj",
+            "mtp.layers.0.mlp.experts.448.up_proj",
+            "mtp.layers.0.mlp.experts.449.down_proj",
+            "mtp.layers.0.mlp.experts.449.gate_proj",
+            "mtp.layers.0.mlp.experts.449.up_proj",
+            "mtp.layers.0.mlp.experts.45.down_proj",
+            "mtp.layers.0.mlp.experts.45.gate_proj",
+            "mtp.layers.0.mlp.experts.45.up_proj",
+            "mtp.layers.0.mlp.experts.450.down_proj",
+            "mtp.layers.0.mlp.experts.450.gate_proj",
+            "mtp.layers.0.mlp.experts.450.up_proj",
+            "mtp.layers.0.mlp.experts.451.down_proj",
+            "mtp.layers.0.mlp.experts.451.gate_proj",
+            "mtp.layers.0.mlp.experts.451.up_proj",
+            "mtp.layers.0.mlp.experts.452.down_proj",
+            "mtp.layers.0.mlp.experts.452.gate_proj",
+            "mtp.layers.0.mlp.experts.452.up_proj",
+            "mtp.layers.0.mlp.experts.453.down_proj",
+            "mtp.layers.0.mlp.experts.453.gate_proj",
+            "mtp.layers.0.mlp.experts.453.up_proj",
+            "mtp.layers.0.mlp.experts.454.down_proj",
+            "mtp.layers.0.mlp.experts.454.gate_proj",
+            "mtp.layers.0.mlp.experts.454.up_proj",
+            "mtp.layers.0.mlp.experts.455.down_proj",
+            "mtp.layers.0.mlp.experts.455.gate_proj",
+            "mtp.layers.0.mlp.experts.455.up_proj",
+            "mtp.layers.0.mlp.experts.456.down_proj",
+            "mtp.layers.0.mlp.experts.456.gate_proj",
+            "mtp.layers.0.mlp.experts.456.up_proj",
+            "mtp.layers.0.mlp.experts.457.down_proj",
+            "mtp.layers.0.mlp.experts.457.gate_proj",
+            "mtp.layers.0.mlp.experts.457.up_proj",
+            "mtp.layers.0.mlp.experts.458.down_proj",
+            "mtp.layers.0.mlp.experts.458.gate_proj",
+            "mtp.layers.0.mlp.experts.458.up_proj",
+            "mtp.layers.0.mlp.experts.459.down_proj",
+            "mtp.layers.0.mlp.experts.459.gate_proj",
+            "mtp.layers.0.mlp.experts.459.up_proj",
+            "mtp.layers.0.mlp.experts.46.down_proj",
+            "mtp.layers.0.mlp.experts.46.gate_proj",
+            "mtp.layers.0.mlp.experts.46.up_proj",
+            "mtp.layers.0.mlp.experts.460.down_proj",
+            "mtp.layers.0.mlp.experts.460.gate_proj",
+            "mtp.layers.0.mlp.experts.460.up_proj",
+            "mtp.layers.0.mlp.experts.461.down_proj",
+            "mtp.layers.0.mlp.experts.461.gate_proj",
+            "mtp.layers.0.mlp.experts.461.up_proj",
+            "mtp.layers.0.mlp.experts.462.down_proj",
+            "mtp.layers.0.mlp.experts.462.gate_proj",
+            "mtp.layers.0.mlp.experts.462.up_proj",
+            "mtp.layers.0.mlp.experts.463.down_proj",
+            "mtp.layers.0.mlp.experts.463.gate_proj",
+            "mtp.layers.0.mlp.experts.463.up_proj",
+            "mtp.layers.0.mlp.experts.464.down_proj",
+            "mtp.layers.0.mlp.experts.464.gate_proj",
+            "mtp.layers.0.mlp.experts.464.up_proj",
+            "mtp.layers.0.mlp.experts.465.down_proj",
+            "mtp.layers.0.mlp.experts.465.gate_proj",
+            "mtp.layers.0.mlp.experts.465.up_proj",
+            "mtp.layers.0.mlp.experts.466.down_proj",
+            "mtp.layers.0.mlp.experts.466.gate_proj",
+            "mtp.layers.0.mlp.experts.466.up_proj",
+            "mtp.layers.0.mlp.experts.467.down_proj",
+            "mtp.layers.0.mlp.experts.467.gate_proj",
+            "mtp.layers.0.mlp.experts.467.up_proj",
+            "mtp.layers.0.mlp.experts.468.down_proj",
+            "mtp.layers.0.mlp.experts.468.gate_proj",
+            "mtp.layers.0.mlp.experts.468.up_proj",
+            "mtp.layers.0.mlp.experts.469.down_proj",
+            "mtp.layers.0.mlp.experts.469.gate_proj",
+            "mtp.layers.0.mlp.experts.469.up_proj",
+            "mtp.layers.0.mlp.experts.47.down_proj",
+            "mtp.layers.0.mlp.experts.47.gate_proj",
+            "mtp.layers.0.mlp.experts.47.up_proj",
+            "mtp.layers.0.mlp.experts.470.down_proj",
+            "mtp.layers.0.mlp.experts.470.gate_proj",
+            "mtp.layers.0.mlp.experts.470.up_proj",
+            "mtp.layers.0.mlp.experts.471.down_proj",
+            "mtp.layers.0.mlp.experts.471.gate_proj",
+            "mtp.layers.0.mlp.experts.471.up_proj",
+            "mtp.layers.0.mlp.experts.472.down_proj",
+            "mtp.layers.0.mlp.experts.472.gate_proj",
+            "mtp.layers.0.mlp.experts.472.up_proj",
+            "mtp.layers.0.mlp.experts.473.down_proj",
+            "mtp.layers.0.mlp.experts.473.gate_proj",
+            "mtp.layers.0.mlp.experts.473.up_proj",
+            "mtp.layers.0.mlp.experts.474.down_proj",
+            "mtp.layers.0.mlp.experts.474.gate_proj",
+            "mtp.layers.0.mlp.experts.474.up_proj",
+            "mtp.layers.0.mlp.experts.475.down_proj",
+            "mtp.layers.0.mlp.experts.475.gate_proj",
+            "mtp.layers.0.mlp.experts.475.up_proj",
+            "mtp.layers.0.mlp.experts.476.down_proj",
+            "mtp.layers.0.mlp.experts.476.gate_proj",
+            "mtp.layers.0.mlp.experts.476.up_proj",
+            "mtp.layers.0.mlp.experts.477.down_proj",
+            "mtp.layers.0.mlp.experts.477.gate_proj",
+            "mtp.layers.0.mlp.experts.477.up_proj",
+            "mtp.layers.0.mlp.experts.478.down_proj",
+            "mtp.layers.0.mlp.experts.478.gate_proj",
+            "mtp.layers.0.mlp.experts.478.up_proj",
+            "mtp.layers.0.mlp.experts.479.down_proj",
+            "mtp.layers.0.mlp.experts.479.gate_proj",
+            "mtp.layers.0.mlp.experts.479.up_proj",
+            "mtp.layers.0.mlp.experts.48.down_proj",
+            "mtp.layers.0.mlp.experts.48.gate_proj",
+            "mtp.layers.0.mlp.experts.48.up_proj",
+            "mtp.layers.0.mlp.experts.480.down_proj",
+            "mtp.layers.0.mlp.experts.480.gate_proj",
+            "mtp.layers.0.mlp.experts.480.up_proj",
+            "mtp.layers.0.mlp.experts.481.down_proj",
+            "mtp.layers.0.mlp.experts.481.gate_proj",
+            "mtp.layers.0.mlp.experts.481.up_proj",
+            "mtp.layers.0.mlp.experts.482.down_proj",
+            "mtp.layers.0.mlp.experts.482.gate_proj",
+            "mtp.layers.0.mlp.experts.482.up_proj",
+            "mtp.layers.0.mlp.experts.483.down_proj",
+            "mtp.layers.0.mlp.experts.483.gate_proj",
+            "mtp.layers.0.mlp.experts.483.up_proj",
+            "mtp.layers.0.mlp.experts.484.down_proj",
+            "mtp.layers.0.mlp.experts.484.gate_proj",
+            "mtp.layers.0.mlp.experts.484.up_proj",
+            "mtp.layers.0.mlp.experts.485.down_proj",
+            "mtp.layers.0.mlp.experts.485.gate_proj",
+            "mtp.layers.0.mlp.experts.485.up_proj",
+            "mtp.layers.0.mlp.experts.486.down_proj",
+            "mtp.layers.0.mlp.experts.486.gate_proj",
+            "mtp.layers.0.mlp.experts.486.up_proj",
+            "mtp.layers.0.mlp.experts.487.down_proj",
+            "mtp.layers.0.mlp.experts.487.gate_proj",
+            "mtp.layers.0.mlp.experts.487.up_proj",
+            "mtp.layers.0.mlp.experts.488.down_proj",
+            "mtp.layers.0.mlp.experts.488.gate_proj",
+            "mtp.layers.0.mlp.experts.488.up_proj",
+            "mtp.layers.0.mlp.experts.489.down_proj",
+            "mtp.layers.0.mlp.experts.489.gate_proj",
+            "mtp.layers.0.mlp.experts.489.up_proj",
+            "mtp.layers.0.mlp.experts.49.down_proj",
+            "mtp.layers.0.mlp.experts.49.gate_proj",
+            "mtp.layers.0.mlp.experts.49.up_proj",
+            "mtp.layers.0.mlp.experts.490.down_proj",
+            "mtp.layers.0.mlp.experts.490.gate_proj",
+            "mtp.layers.0.mlp.experts.490.up_proj",
+            "mtp.layers.0.mlp.experts.491.down_proj",
+            "mtp.layers.0.mlp.experts.491.gate_proj",
+            "mtp.layers.0.mlp.experts.491.up_proj",
+            "mtp.layers.0.mlp.experts.492.down_proj",
+            "mtp.layers.0.mlp.experts.492.gate_proj",
+            "mtp.layers.0.mlp.experts.492.up_proj",
+            "mtp.layers.0.mlp.experts.493.down_proj",
+            "mtp.layers.0.mlp.experts.493.gate_proj",
+            "mtp.layers.0.mlp.experts.493.up_proj",
+            "mtp.layers.0.mlp.experts.494.down_proj",
+            "mtp.layers.0.mlp.experts.494.gate_proj",
+            "mtp.layers.0.mlp.experts.494.up_proj",
+            "mtp.layers.0.mlp.experts.495.down_proj",
+            "mtp.layers.0.mlp.experts.495.gate_proj",
+            "mtp.layers.0.mlp.experts.495.up_proj",
+            "mtp.layers.0.mlp.experts.496.down_proj",
+            "mtp.layers.0.mlp.experts.496.gate_proj",
+            "mtp.layers.0.mlp.experts.496.up_proj",
+            "mtp.layers.0.mlp.experts.497.down_proj",
+            "mtp.layers.0.mlp.experts.497.gate_proj",
+            "mtp.layers.0.mlp.experts.497.up_proj",
+            "mtp.layers.0.mlp.experts.498.down_proj",
+            "mtp.layers.0.mlp.experts.498.gate_proj",
+            "mtp.layers.0.mlp.experts.498.up_proj",
+            "mtp.layers.0.mlp.experts.499.down_proj",
+            "mtp.layers.0.mlp.experts.499.gate_proj",
+            "mtp.layers.0.mlp.experts.499.up_proj",
+            "mtp.layers.0.mlp.experts.5.down_proj",
+            "mtp.layers.0.mlp.experts.5.gate_proj",
+            "mtp.layers.0.mlp.experts.5.up_proj",
+            "mtp.layers.0.mlp.experts.50.down_proj",
+            "mtp.layers.0.mlp.experts.50.gate_proj",
+            "mtp.layers.0.mlp.experts.50.up_proj",
+            "mtp.layers.0.mlp.experts.500.down_proj",
+            "mtp.layers.0.mlp.experts.500.gate_proj",
+            "mtp.layers.0.mlp.experts.500.up_proj",
+            "mtp.layers.0.mlp.experts.501.down_proj",
+            "mtp.layers.0.mlp.experts.501.gate_proj",
+            "mtp.layers.0.mlp.experts.501.up_proj",
+            "mtp.layers.0.mlp.experts.502.down_proj",
+            "mtp.layers.0.mlp.experts.502.gate_proj",
+            "mtp.layers.0.mlp.experts.502.up_proj",
+            "mtp.layers.0.mlp.experts.503.down_proj",
+            "mtp.layers.0.mlp.experts.503.gate_proj",
+            "mtp.layers.0.mlp.experts.503.up_proj",
+            "mtp.layers.0.mlp.experts.504.down_proj",
+            "mtp.layers.0.mlp.experts.504.gate_proj",
+            "mtp.layers.0.mlp.experts.504.up_proj",
+            "mtp.layers.0.mlp.experts.505.down_proj",
+            "mtp.layers.0.mlp.experts.505.gate_proj",
+            "mtp.layers.0.mlp.experts.505.up_proj",
+            "mtp.layers.0.mlp.experts.506.down_proj",
+            "mtp.layers.0.mlp.experts.506.gate_proj",
+            "mtp.layers.0.mlp.experts.506.up_proj",
+            "mtp.layers.0.mlp.experts.507.down_proj",
+            "mtp.layers.0.mlp.experts.507.gate_proj",
+            "mtp.layers.0.mlp.experts.507.up_proj",
+            "mtp.layers.0.mlp.experts.508.down_proj",
+            "mtp.layers.0.mlp.experts.508.gate_proj",
+            "mtp.layers.0.mlp.experts.508.up_proj",
+            "mtp.layers.0.mlp.experts.509.down_proj",
+            "mtp.layers.0.mlp.experts.509.gate_proj",
+            "mtp.layers.0.mlp.experts.509.up_proj",
+            "mtp.layers.0.mlp.experts.51.down_proj",
+            "mtp.layers.0.mlp.experts.51.gate_proj",
+            "mtp.layers.0.mlp.experts.51.up_proj",
+            "mtp.layers.0.mlp.experts.510.down_proj",
+            "mtp.layers.0.mlp.experts.510.gate_proj",
+            "mtp.layers.0.mlp.experts.510.up_proj",
+            "mtp.layers.0.mlp.experts.511.down_proj",
+            "mtp.layers.0.mlp.experts.511.gate_proj",
+            "mtp.layers.0.mlp.experts.511.up_proj",
+            "mtp.layers.0.mlp.experts.52.down_proj",
+            "mtp.layers.0.mlp.experts.52.gate_proj",
+            "mtp.layers.0.mlp.experts.52.up_proj",
+            "mtp.layers.0.mlp.experts.53.down_proj",
+            "mtp.layers.0.mlp.experts.53.gate_proj",
+            "mtp.layers.0.mlp.experts.53.up_proj",
+            "mtp.layers.0.mlp.experts.54.down_proj",
+            "mtp.layers.0.mlp.experts.54.gate_proj",
+            "mtp.layers.0.mlp.experts.54.up_proj",
+            "mtp.layers.0.mlp.experts.55.down_proj",
+            "mtp.layers.0.mlp.experts.55.gate_proj",
+            "mtp.layers.0.mlp.experts.55.up_proj",
+            "mtp.layers.0.mlp.experts.56.down_proj",
+            "mtp.layers.0.mlp.experts.56.gate_proj",
+            "mtp.layers.0.mlp.experts.56.up_proj",
+            "mtp.layers.0.mlp.experts.57.down_proj",
+            "mtp.layers.0.mlp.experts.57.gate_proj",
+            "mtp.layers.0.mlp.experts.57.up_proj",
+            "mtp.layers.0.mlp.experts.58.down_proj",
+            "mtp.layers.0.mlp.experts.58.gate_proj",
+            "mtp.layers.0.mlp.experts.58.up_proj",
+            "mtp.layers.0.mlp.experts.59.down_proj",
+            "mtp.layers.0.mlp.experts.59.gate_proj",
+            "mtp.layers.0.mlp.experts.59.up_proj",
+            "mtp.layers.0.mlp.experts.6.down_proj",
+            "mtp.layers.0.mlp.experts.6.gate_proj",
+            "mtp.layers.0.mlp.experts.6.up_proj",
+            "mtp.layers.0.mlp.experts.60.down_proj",
+            "mtp.layers.0.mlp.experts.60.gate_proj",
+            "mtp.layers.0.mlp.experts.60.up_proj",
+            "mtp.layers.0.mlp.experts.61.down_proj",
+            "mtp.layers.0.mlp.experts.61.gate_proj",
+            "mtp.layers.0.mlp.experts.61.up_proj",
+            "mtp.layers.0.mlp.experts.62.down_proj",
+            "mtp.layers.0.mlp.experts.62.gate_proj",
+            "mtp.layers.0.mlp.experts.62.up_proj",
+            "mtp.layers.0.mlp.experts.63.down_proj",
+            "mtp.layers.0.mlp.experts.63.gate_proj",
+            "mtp.layers.0.mlp.experts.63.up_proj",
+            "mtp.layers.0.mlp.experts.64.down_proj",
+            "mtp.layers.0.mlp.experts.64.gate_proj",
+            "mtp.layers.0.mlp.experts.64.up_proj",
+            "mtp.layers.0.mlp.experts.65.down_proj",
+            "mtp.layers.0.mlp.experts.65.gate_proj",
+            "mtp.layers.0.mlp.experts.65.up_proj",
+            "mtp.layers.0.mlp.experts.66.down_proj",
+            "mtp.layers.0.mlp.experts.66.gate_proj",
+            "mtp.layers.0.mlp.experts.66.up_proj",
+            "mtp.layers.0.mlp.experts.67.down_proj",
+            "mtp.layers.0.mlp.experts.67.gate_proj",
+            "mtp.layers.0.mlp.experts.67.up_proj",
+            "mtp.layers.0.mlp.experts.68.down_proj",
+            "mtp.layers.0.mlp.experts.68.gate_proj",
+            "mtp.layers.0.mlp.experts.68.up_proj",
+            "mtp.layers.0.mlp.experts.69.down_proj",
+            "mtp.layers.0.mlp.experts.69.gate_proj",
+            "mtp.layers.0.mlp.experts.69.up_proj",
+            "mtp.layers.0.mlp.experts.7.down_proj",
+            "mtp.layers.0.mlp.experts.7.gate_proj",
+            "mtp.layers.0.mlp.experts.7.up_proj",
+            "mtp.layers.0.mlp.experts.70.down_proj",
+            "mtp.layers.0.mlp.experts.70.gate_proj",
+            "mtp.layers.0.mlp.experts.70.up_proj",
+            "mtp.layers.0.mlp.experts.71.down_proj",
+            "mtp.layers.0.mlp.experts.71.gate_proj",
+            "mtp.layers.0.mlp.experts.71.up_proj",
+            "mtp.layers.0.mlp.experts.72.down_proj",
+            "mtp.layers.0.mlp.experts.72.gate_proj",
+            "mtp.layers.0.mlp.experts.72.up_proj",
+            "mtp.layers.0.mlp.experts.73.down_proj",
+            "mtp.layers.0.mlp.experts.73.gate_proj",
+            "mtp.layers.0.mlp.experts.73.up_proj",
+            "mtp.layers.0.mlp.experts.74.down_proj",
+            "mtp.layers.0.mlp.experts.74.gate_proj",
+            "mtp.layers.0.mlp.experts.74.up_proj",
+            "mtp.layers.0.mlp.experts.75.down_proj",
+            "mtp.layers.0.mlp.experts.75.gate_proj",
+            "mtp.layers.0.mlp.experts.75.up_proj",
+            "mtp.layers.0.mlp.experts.76.down_proj",
+            "mtp.layers.0.mlp.experts.76.gate_proj",
+            "mtp.layers.0.mlp.experts.76.up_proj",
+            "mtp.layers.0.mlp.experts.77.down_proj",
+            "mtp.layers.0.mlp.experts.77.gate_proj",
+            "mtp.layers.0.mlp.experts.77.up_proj",
+            "mtp.layers.0.mlp.experts.78.down_proj",
+            "mtp.layers.0.mlp.experts.78.gate_proj",
+            "mtp.layers.0.mlp.experts.78.up_proj",
+            "mtp.layers.0.mlp.experts.79.down_proj",
+            "mtp.layers.0.mlp.experts.79.gate_proj",
+            "mtp.layers.0.mlp.experts.79.up_proj",
+            "mtp.layers.0.mlp.experts.8.down_proj",
+            "mtp.layers.0.mlp.experts.8.gate_proj",
+            "mtp.layers.0.mlp.experts.8.up_proj",
+            "mtp.layers.0.mlp.experts.80.down_proj",
+            "mtp.layers.0.mlp.experts.80.gate_proj",
+            "mtp.layers.0.mlp.experts.80.up_proj",
+            "mtp.layers.0.mlp.experts.81.down_proj",
+            "mtp.layers.0.mlp.experts.81.gate_proj",
+            "mtp.layers.0.mlp.experts.81.up_proj",
+            "mtp.layers.0.mlp.experts.82.down_proj",
+            "mtp.layers.0.mlp.experts.82.gate_proj",
+            "mtp.layers.0.mlp.experts.82.up_proj",
+            "mtp.layers.0.mlp.experts.83.down_proj",
+            "mtp.layers.0.mlp.experts.83.gate_proj",
+            "mtp.layers.0.mlp.experts.83.up_proj",
+            "mtp.layers.0.mlp.experts.84.down_proj",
+            "mtp.layers.0.mlp.experts.84.gate_proj",
+            "mtp.layers.0.mlp.experts.84.up_proj",
+            "mtp.layers.0.mlp.experts.85.down_proj",
+            "mtp.layers.0.mlp.experts.85.gate_proj",
+            "mtp.layers.0.mlp.experts.85.up_proj",
+            "mtp.layers.0.mlp.experts.86.down_proj",
+            "mtp.layers.0.mlp.experts.86.gate_proj",
+            "mtp.layers.0.mlp.experts.86.up_proj",
+            "mtp.layers.0.mlp.experts.87.down_proj",
+            "mtp.layers.0.mlp.experts.87.gate_proj",
+            "mtp.layers.0.mlp.experts.87.up_proj",
+            "mtp.layers.0.mlp.experts.88.down_proj",
+            "mtp.layers.0.mlp.experts.88.gate_proj",
+            "mtp.layers.0.mlp.experts.88.up_proj",
+            "mtp.layers.0.mlp.experts.89.down_proj",
+            "mtp.layers.0.mlp.experts.89.gate_proj",
+            "mtp.layers.0.mlp.experts.89.up_proj",
+            "mtp.layers.0.mlp.experts.9.down_proj",
+            "mtp.layers.0.mlp.experts.9.gate_proj",
+            "mtp.layers.0.mlp.experts.9.up_proj",
+            "mtp.layers.0.mlp.experts.90.down_proj",
+            "mtp.layers.0.mlp.experts.90.gate_proj",
+            "mtp.layers.0.mlp.experts.90.up_proj",
+            "mtp.layers.0.mlp.experts.91.down_proj",
+            "mtp.layers.0.mlp.experts.91.gate_proj",
+            "mtp.layers.0.mlp.experts.91.up_proj",
+            "mtp.layers.0.mlp.experts.92.down_proj",
+            "mtp.layers.0.mlp.experts.92.gate_proj",
+            "mtp.layers.0.mlp.experts.92.up_proj",
+            "mtp.layers.0.mlp.experts.93.down_proj",
+            "mtp.layers.0.mlp.experts.93.gate_proj",
+            "mtp.layers.0.mlp.experts.93.up_proj",
+            "mtp.layers.0.mlp.experts.94.down_proj",
+            "mtp.layers.0.mlp.experts.94.gate_proj",
+            "mtp.layers.0.mlp.experts.94.up_proj",
+            "mtp.layers.0.mlp.experts.95.down_proj",
+            "mtp.layers.0.mlp.experts.95.gate_proj",
+            "mtp.layers.0.mlp.experts.95.up_proj",
+            "mtp.layers.0.mlp.experts.96.down_proj",
+            "mtp.layers.0.mlp.experts.96.gate_proj",
+            "mtp.layers.0.mlp.experts.96.up_proj",
+            "mtp.layers.0.mlp.experts.97.down_proj",
+            "mtp.layers.0.mlp.experts.97.gate_proj",
+            "mtp.layers.0.mlp.experts.97.up_proj",
+            "mtp.layers.0.mlp.experts.98.down_proj",
+            "mtp.layers.0.mlp.experts.98.gate_proj",
+            "mtp.layers.0.mlp.experts.98.up_proj",
+            "mtp.layers.0.mlp.experts.99.down_proj",
+            "mtp.layers.0.mlp.experts.99.gate_proj",
+            "mtp.layers.0.mlp.experts.99.up_proj",
             "mtp.layers.0.mlp.gate",
             "mtp.layers.0.mlp.shared_expert.down_proj",
             "mtp.layers.0.mlp.shared_expert.gate_proj",
         "kv_cache_quant_config": {},
         "kv_cache_post_rope": false,
         "quant_mode": "eager_mode",
+        "version": "0.12+4560d47869b",
         "export": {
             "kv_cache_group": [],
             "min_kv_scale": 0.0,

model.safetensors-00092-of-00094.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dce9444b42978d5cbbcc0bb36ecd368e93924764fa8e6c5f3c28052f734bc829
-size 17537665760

 version https://git-lfs.github.com/spec/v1
+oid sha256:c7abe7fee29e125e44691c1d23e3f78d3222277f719fc863adfbd7bd8c5399ac
+size 18634467056

model.safetensors-00093-of-00094.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6184a71bdf78fcc2bf41686997e8d72eb4fb95f800475127271cd333a64baf31
-size 2567196368

 version https://git-lfs.github.com/spec/v1
+oid sha256:b02e79a96dee26082d6a4480e632c61c6a0c084eece42ab518925e6a6ef338d8
+size 19327494624

model.safetensors-00094-of-00094.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:655255617e0dac22f9e0147e06af7eadc0c7a56b85ae988182469ff937e7c94d
-size 4337457088

 version https://git-lfs.github.com/spec/v1
+oid sha256:9514d7e40107277ca249c813221e30e63cc38dc16d4c4743bd832dce3daafbd7
+size 8876703880

model.safetensors.index.json CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6658aae81acd05d89b5d38c15fcc5460121fa4f2e0542dfff01b4b2503bc5961
-size 23501889

 version https://git-lfs.github.com/spec/v1
+oid sha256:a08784e87fc41e3b2599f7f865c1b9a20eaf2ca16aae4636afecb95b09b5da4a
+size 23332668