Image-Text-to-Text
Transformers
Safetensors
English
Chinese
qwen3_5
prismaquant
compressed-tensors
nvfp4
mxfp8
quantized
multimodal
vision-language
mtp
speculative-decoding
vllm
qwen3.6
conversational
8-bit precision
Instructions to use rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm") 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("rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm") model = AutoModelForMultimodalLM.from_pretrained("rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm", 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 rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm", "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/rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm
- SGLang
How to use rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm 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 "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm" \ --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": "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm", "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 "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm" \ --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": "rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm", "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 rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm with Docker Model Runner:
docker model run hf.co/rdtand/Qwen3.6-27B-PrismaQuant-5.5bit-vllm
| { | |
| "architectures": [ | |
| "Qwen3_5ForConditionalGeneration" | |
| ], | |
| "image_token_id": 248056, | |
| "language_model_only": false, | |
| "model_type": "qwen3_5", | |
| "text_config": { | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "attn_output_gate": true, | |
| "bos_token_id": 248044, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 248044, | |
| "full_attention_interval": 4, | |
| "head_dim": 256, | |
| "hidden_act": "silu", | |
| "hidden_size": 5120, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 17408, | |
| "layer_types": [ | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "linear_attention", | |
| "full_attention" | |
| ], | |
| "linear_conv_kernel_dim": 4, | |
| "linear_key_head_dim": 128, | |
| "linear_num_key_heads": 16, | |
| "linear_num_value_heads": 48, | |
| "linear_value_head_dim": 128, | |
| "mamba_ssm_dtype": "float32", | |
| "max_position_embeddings": 262144, | |
| "model_type": "qwen3_5_text", | |
| "mtp_num_hidden_layers": 1, | |
| "mtp_use_dedicated_embeddings": false, | |
| "num_attention_heads": 24, | |
| "num_hidden_layers": 64, | |
| "num_key_value_heads": 4, | |
| "output_gate_type": "swish", | |
| "pad_token_id": null, | |
| "partial_rotary_factor": 0.25, | |
| "rms_norm_eps": 1e-06, | |
| "rope_parameters": { | |
| "mrope_interleaved": true, | |
| "mrope_section": [ | |
| 11, | |
| 11, | |
| 10 | |
| ], | |
| "partial_rotary_factor": 0.25, | |
| "rope_theta": 10000000, | |
| "rope_type": "default" | |
| }, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "vocab_size": 248320 | |
| }, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "4.57.1", | |
| "video_token_id": 248057, | |
| "vision_config": { | |
| "deepstack_visual_indexes": [], | |
| "depth": 27, | |
| "hidden_act": "gelu_pytorch_tanh", | |
| "hidden_size": 1152, | |
| "in_channels": 3, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4304, | |
| "model_type": "qwen3_5", | |
| "num_heads": 16, | |
| "num_position_embeddings": 2304, | |
| "out_hidden_size": 5120, | |
| "patch_size": 16, | |
| "spatial_merge_size": 2, | |
| "temporal_patch_size": 2 | |
| }, | |
| "vision_end_token_id": 248054, | |
| "vision_start_token_id": 248053, | |
| "quantization_config": { | |
| "quant_method": "compressed-tensors", | |
| "format": "mixed-precision", | |
| "config_groups": { | |
| "group_0": { | |
| "format": "mxfp8-quantized", | |
| "weights": { | |
| "num_bits": 8, | |
| "type": "float", | |
| "strategy": "group", | |
| "group_size": 32, | |
| "symmetric": true, | |
| "dynamic": false, | |
| "scale_dtype": "torch.uint8", | |
| "zp_dtype": "torch.uint8", | |
| "observer": "memoryless_minmax" | |
| }, | |
| "input_activations": { | |
| "num_bits": 8, | |
| "type": "float", | |
| "strategy": "group", | |
| "group_size": 32, | |
| "symmetric": true, | |
| "dynamic": true, | |
| "scale_dtype": "torch.uint8", | |
| "zp_dtype": "torch.uint8" | |
| }, | |
| "targets": [ | |
| "re:^language_model[.]model[.]layers[.]23[.]self_attn[.]k_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]self_attn[.]q_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]self_attn[.]qkv_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]self_attn[.]v_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]29[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]29[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]31[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]self_attn[.]k_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]self_attn[.]q_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]self_attn[.]qkv_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]self_attn[.]v_proj$", | |
| "re:^language_model[.]model[.]layers[.]43[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]44[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]44[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]46[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]46[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]46[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]47[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]47[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]47[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]self_attn[.]k_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]self_attn[.]q_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]self_attn[.]qkv_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]self_attn[.]v_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]56[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]56[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]63[.]self_attn[.]k_proj$", | |
| "re:^language_model[.]model[.]layers[.]63[.]self_attn[.]q_proj$", | |
| "re:^language_model[.]model[.]layers[.]63[.]self_attn[.]qkv_proj$", | |
| "re:^language_model[.]model[.]layers[.]63[.]self_attn[.]v_proj$", | |
| "re:^visual[.]blocks[.]13[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]6[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]7[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]8[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]9[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]9[.]attn[.]qkv$" | |
| ] | |
| }, | |
| "group_1": { | |
| "format": "nvfp4-pack-quantized", | |
| "weights": { | |
| "num_bits": 4, | |
| "type": "float", | |
| "strategy": "tensor_group", | |
| "group_size": 16, | |
| "symmetric": true, | |
| "dynamic": false, | |
| "scale_dtype": "torch.float8_e4m3fn", | |
| "zp_dtype": "torch.float8_e4m3fn", | |
| "observer": "memoryless_minmax" | |
| }, | |
| "input_activations": { | |
| "num_bits": 4, | |
| "type": "float", | |
| "strategy": "tensor_group", | |
| "group_size": 16, | |
| "symmetric": true, | |
| "dynamic": "local", | |
| "observer": "static_minmax", | |
| "scale_dtype": "torch.float8_e4m3fn", | |
| "zp_dtype": "torch.float8_e4m3fn" | |
| }, | |
| "targets": [ | |
| "re:^language_model[.]lm_head$", | |
| "re:^language_model[.]model[.]layers[.]0[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]0[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]0[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]0[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]0[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]0[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]0[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]1[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]1[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]1[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]1[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]1[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]10[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]10[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]10[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]10[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]10[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]10[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]10[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]10[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]11[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]11[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]11[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]11[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]11[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]12[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]12[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]12[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]12[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]12[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]12[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]12[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]12[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]13[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]13[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]13[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]13[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]13[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]13[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]13[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]13[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]14[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]14[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]14[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]14[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]14[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]14[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]14[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]14[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]15[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]15[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]15[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]15[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]15[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]16[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]16[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]16[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]16[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]16[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]16[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]16[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]16[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]17[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]17[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]17[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]17[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]17[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]17[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]17[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]17[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]18[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]18[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]18[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]18[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]18[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]19[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]19[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]19[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]19[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]19[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]2[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]2[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]2[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]2[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]2[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]2[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]2[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]2[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]20[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]20[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]20[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]20[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]20[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]21[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]21[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]21[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]21[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]21[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]22[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]22[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]22[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]22[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]22[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]23[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]24[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]24[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]24[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]24[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]24[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]24[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]24[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]24[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]25[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]25[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]25[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]25[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]25[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]25[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]25[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]25[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]26[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]26[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]26[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]26[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]26[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]26[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]26[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]26[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]27[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]27[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]27[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]27[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]27[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]28[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]28[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]28[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]28[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]28[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]28[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]28[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]28[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]29[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]3[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]3[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]3[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]3[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]3[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]30[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]30[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]30[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]30[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]30[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]31[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]31[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]31[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]31[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]32[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]32[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]32[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]32[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]32[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]33[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]33[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]33[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]33[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]33[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]34[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]34[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]34[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]34[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]34[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]35[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]35[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]35[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]35[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]35[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]36[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]36[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]36[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]36[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]36[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]37[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]37[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]37[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]37[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]37[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]38[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]38[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]38[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]38[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]38[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]38[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]38[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]38[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]39[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]4[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]4[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]4[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]4[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]4[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]40[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]40[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]40[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]40[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]40[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]41[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]41[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]41[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]41[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]41[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]41[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]41[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]41[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]42[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]42[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]42[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]42[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]42[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]43[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]43[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]43[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]43[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]44[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]45[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]45[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]45[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]45[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]45[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]46[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]46[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]47[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]47[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]48[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]48[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]48[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]48[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]48[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]49[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]49[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]49[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]49[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]49[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]5[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]5[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]5[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]5[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]5[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]50[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]50[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]50[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]50[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]50[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]51[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]52[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]52[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]52[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]52[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]52[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]53[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]53[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]53[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]53[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]53[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]53[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]53[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]53[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]54[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]54[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]54[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]54[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]54[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]54[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]54[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]54[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]self_attn[.]k_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]self_attn[.]q_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]self_attn[.]qkv_proj$", | |
| "re:^language_model[.]model[.]layers[.]55[.]self_attn[.]v_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]56[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]57[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]57[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]57[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]57[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]57[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]58[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]58[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]58[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]58[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]58[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]59[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]59[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]59[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]59[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]59[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]6[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]6[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]6[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]6[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]6[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]6[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]6[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]6[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]60[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]60[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]60[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]60[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]60[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]61[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]61[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]61[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]61[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]61[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]62[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]62[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]62[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]62[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]62[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]62[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]62[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]62[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]63[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]63[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]7[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]7[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]7[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]7[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]7[.]self_attn[.]o_proj$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]8[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]8[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]8[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]8[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]8[.]mlp[.]up_proj$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_a$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_b$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_ba$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_qkv$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_qkvz$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]in_proj_z$", | |
| "re:^language_model[.]model[.]layers[.]9[.]linear_attn[.]out_proj$", | |
| "re:^language_model[.]model[.]layers[.]9[.]mlp[.]down_proj$", | |
| "re:^language_model[.]model[.]layers[.]9[.]mlp[.]gate_proj$", | |
| "re:^language_model[.]model[.]layers[.]9[.]mlp[.]gate_up_proj$", | |
| "re:^language_model[.]model[.]layers[.]9[.]mlp[.]up_proj$", | |
| "re:^mtp[.]layers[.]0[.]mlp[.]down_proj$", | |
| "re:^mtp[.]layers[.]0[.]mlp[.]gate_proj$", | |
| "re:^mtp[.]layers[.]0[.]mlp[.]gate_up_proj$", | |
| "re:^mtp[.]layers[.]0[.]mlp[.]up_proj$", | |
| "re:^mtp[.]layers[.]0[.]self_attn[.]k_proj$", | |
| "re:^mtp[.]layers[.]0[.]self_attn[.]o_proj$", | |
| "re:^mtp[.]layers[.]0[.]self_attn[.]q_proj$", | |
| "re:^mtp[.]layers[.]0[.]self_attn[.]qkv_proj$", | |
| "re:^mtp[.]layers[.]0[.]self_attn[.]v_proj$", | |
| "re:^visual[.]blocks[.]10[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]10[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]10[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]10[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]11[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]11[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]11[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]11[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]12[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]12[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]12[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]12[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]13[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]13[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]13[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]14[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]14[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]14[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]14[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]15[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]15[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]15[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]15[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]16[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]16[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]16[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]16[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]17[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]17[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]17[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]17[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]18[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]18[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]18[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]18[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]19[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]19[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]19[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]19[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]20[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]20[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]20[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]20[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]21[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]21[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]21[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]22[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]22[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]22[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]22[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]23[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]23[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]23[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]24[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]24[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]24[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]24[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]25[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]25[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]25[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]26[.]attn[.]proj$", | |
| "re:^visual[.]blocks[.]26[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]26[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]5[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]5[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]6[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]6[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]7[.]attn[.]qkv$", | |
| "re:^visual[.]blocks[.]7[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]7[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]8[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]8[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]blocks[.]9[.]mlp[.]linear_fc1$", | |
| "re:^visual[.]blocks[.]9[.]mlp[.]linear_fc2$", | |
| "re:^visual[.]merger[.]linear_fc1$", | |
| "re:^visual[.]merger[.]linear_fc2$" | |
| ] | |
| } | |
| }, | |
| "ignore": [ | |
| "language_model.lm_head", | |
| "language_model.model.embed_tokens", | |
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| "language_model.model.layers.0.linear_attn.in_proj_b", | |
| "language_model.model.layers.0.linear_attn.in_proj_ba", | |
| "language_model.model.layers.0.linear_attn.out_proj", | |
| "language_model.model.layers.10.linear_attn.in_proj_a", | |
| "language_model.model.layers.10.linear_attn.in_proj_b", | |
| "language_model.model.layers.10.linear_attn.in_proj_ba", | |
| "language_model.model.layers.11.self_attn.k_proj", | |
| "language_model.model.layers.11.self_attn.q_proj", | |
| "language_model.model.layers.11.self_attn.qkv_proj", | |
| "language_model.model.layers.11.self_attn.v_proj", | |
| "language_model.model.layers.12.linear_attn.in_proj_a", | |
| "language_model.model.layers.12.linear_attn.in_proj_b", | |
| "language_model.model.layers.12.linear_attn.in_proj_ba", | |
| "language_model.model.layers.13.linear_attn.in_proj_a", | |
| "language_model.model.layers.13.linear_attn.in_proj_b", | |
| "language_model.model.layers.13.linear_attn.in_proj_ba", | |
| "language_model.model.layers.14.linear_attn.in_proj_a", | |
| "language_model.model.layers.14.linear_attn.in_proj_b", | |
| "language_model.model.layers.14.linear_attn.in_proj_ba", | |
| "language_model.model.layers.15.self_attn.k_proj", | |
| "language_model.model.layers.15.self_attn.q_proj", | |
| "language_model.model.layers.15.self_attn.qkv_proj", | |
| "language_model.model.layers.15.self_attn.v_proj", | |
| "language_model.model.layers.16.linear_attn.in_proj_a", | |
| "language_model.model.layers.16.linear_attn.in_proj_b", | |
| "language_model.model.layers.16.linear_attn.in_proj_ba", | |
| "language_model.model.layers.17.linear_attn.in_proj_a", | |
| "language_model.model.layers.17.linear_attn.in_proj_b", | |
| "language_model.model.layers.17.linear_attn.in_proj_ba", | |
| "language_model.model.layers.19.self_attn.k_proj", | |
| "language_model.model.layers.19.self_attn.q_proj", | |
| "language_model.model.layers.19.self_attn.qkv_proj", | |
| "language_model.model.layers.19.self_attn.v_proj", | |
| "language_model.model.layers.2.linear_attn.in_proj_a", | |
| "language_model.model.layers.2.linear_attn.in_proj_b", | |
| "language_model.model.layers.2.linear_attn.in_proj_ba", | |
| "language_model.model.layers.24.linear_attn.in_proj_a", | |
| "language_model.model.layers.24.linear_attn.in_proj_b", | |
| "language_model.model.layers.24.linear_attn.in_proj_ba", | |
| "language_model.model.layers.25.linear_attn.in_proj_a", | |
| "language_model.model.layers.25.linear_attn.in_proj_b", | |
| "language_model.model.layers.25.linear_attn.in_proj_ba", | |
| "language_model.model.layers.26.linear_attn.in_proj_a", | |
| "language_model.model.layers.26.linear_attn.in_proj_b", | |
| "language_model.model.layers.26.linear_attn.in_proj_ba", | |
| "language_model.model.layers.27.self_attn.k_proj", | |
| "language_model.model.layers.27.self_attn.q_proj", | |
| "language_model.model.layers.27.self_attn.qkv_proj", | |
| "language_model.model.layers.27.self_attn.v_proj", | |
| "language_model.model.layers.28.linear_attn.in_proj_a", | |
| "language_model.model.layers.28.linear_attn.in_proj_b", | |
| "language_model.model.layers.28.linear_attn.in_proj_ba", | |
| "language_model.model.layers.29.linear_attn.in_proj_a", | |
| "language_model.model.layers.29.linear_attn.in_proj_b", | |
| "language_model.model.layers.29.linear_attn.in_proj_ba", | |
| "language_model.model.layers.3.self_attn.k_proj", | |
| "language_model.model.layers.3.self_attn.q_proj", | |
| "language_model.model.layers.3.self_attn.qkv_proj", | |
| "language_model.model.layers.3.self_attn.v_proj", | |
| "language_model.model.layers.30.linear_attn.in_proj_a", | |
| "language_model.model.layers.30.linear_attn.in_proj_b", | |
| "language_model.model.layers.30.linear_attn.in_proj_ba", | |
| "language_model.model.layers.30.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.30.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.30.linear_attn.in_proj_z", | |
| "language_model.model.layers.31.self_attn.k_proj", | |
| "language_model.model.layers.31.self_attn.q_proj", | |
| "language_model.model.layers.31.self_attn.qkv_proj", | |
| "language_model.model.layers.31.self_attn.v_proj", | |
| "language_model.model.layers.32.linear_attn.in_proj_a", | |
| "language_model.model.layers.32.linear_attn.in_proj_b", | |
| "language_model.model.layers.32.linear_attn.in_proj_ba", | |
| "language_model.model.layers.32.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.32.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.32.linear_attn.in_proj_z", | |
| "language_model.model.layers.33.linear_attn.in_proj_a", | |
| "language_model.model.layers.33.linear_attn.in_proj_b", | |
| "language_model.model.layers.33.linear_attn.in_proj_ba", | |
| "language_model.model.layers.33.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.33.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.33.linear_attn.in_proj_z", | |
| "language_model.model.layers.34.linear_attn.in_proj_a", | |
| "language_model.model.layers.34.linear_attn.in_proj_b", | |
| "language_model.model.layers.34.linear_attn.in_proj_ba", | |
| "language_model.model.layers.34.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.34.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.34.linear_attn.in_proj_z", | |
| "language_model.model.layers.35.self_attn.k_proj", | |
| "language_model.model.layers.35.self_attn.q_proj", | |
| "language_model.model.layers.35.self_attn.qkv_proj", | |
| "language_model.model.layers.35.self_attn.v_proj", | |
| "language_model.model.layers.38.linear_attn.in_proj_a", | |
| "language_model.model.layers.38.linear_attn.in_proj_b", | |
| "language_model.model.layers.38.linear_attn.in_proj_ba", | |
| "language_model.model.layers.41.linear_attn.in_proj_a", | |
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| "language_model.model.layers.41.linear_attn.in_proj_ba", | |
| "language_model.model.layers.42.linear_attn.in_proj_a", | |
| "language_model.model.layers.42.linear_attn.in_proj_b", | |
| "language_model.model.layers.42.linear_attn.in_proj_ba", | |
| "language_model.model.layers.42.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.42.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.42.linear_attn.in_proj_z", | |
| "language_model.model.layers.43.self_attn.k_proj", | |
| "language_model.model.layers.43.self_attn.q_proj", | |
| "language_model.model.layers.43.self_attn.qkv_proj", | |
| "language_model.model.layers.43.self_attn.v_proj", | |
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| "language_model.model.layers.45.linear_attn.in_proj_ba", | |
| "language_model.model.layers.45.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.45.linear_attn.in_proj_qkvz", | |
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| "language_model.model.layers.46.linear_attn.in_proj_ba", | |
| "language_model.model.layers.46.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.46.linear_attn.in_proj_qkvz", | |
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| "language_model.model.layers.47.self_attn.k_proj", | |
| "language_model.model.layers.47.self_attn.q_proj", | |
| "language_model.model.layers.47.self_attn.qkv_proj", | |
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| "language_model.model.layers.48.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.48.linear_attn.in_proj_qkvz", | |
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| "language_model.model.layers.49.linear_attn.in_proj_b", | |
| "language_model.model.layers.49.linear_attn.in_proj_ba", | |
| "language_model.model.layers.49.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.49.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.49.linear_attn.in_proj_z", | |
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| "language_model.model.layers.50.linear_attn.in_proj_ba", | |
| "language_model.model.layers.50.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.50.linear_attn.in_proj_qkvz", | |
| "language_model.model.layers.50.linear_attn.in_proj_z", | |
| "language_model.model.layers.53.linear_attn.in_proj_a", | |
| "language_model.model.layers.53.linear_attn.in_proj_b", | |
| "language_model.model.layers.53.linear_attn.in_proj_ba", | |
| "language_model.model.layers.54.linear_attn.in_proj_a", | |
| "language_model.model.layers.54.linear_attn.in_proj_b", | |
| "language_model.model.layers.54.linear_attn.in_proj_ba", | |
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| "language_model.model.layers.56.linear_attn.in_proj_b", | |
| "language_model.model.layers.56.linear_attn.in_proj_ba", | |
| "language_model.model.layers.59.self_attn.k_proj", | |
| "language_model.model.layers.59.self_attn.q_proj", | |
| "language_model.model.layers.59.self_attn.qkv_proj", | |
| "language_model.model.layers.59.self_attn.v_proj", | |
| "language_model.model.layers.6.linear_attn.in_proj_a", | |
| "language_model.model.layers.6.linear_attn.in_proj_b", | |
| "language_model.model.layers.6.linear_attn.in_proj_ba", | |
| "language_model.model.layers.62.linear_attn.in_proj_a", | |
| "language_model.model.layers.62.linear_attn.in_proj_b", | |
| "language_model.model.layers.62.linear_attn.in_proj_ba", | |
| "language_model.model.layers.63.mlp.gate_proj", | |
| "language_model.model.layers.63.mlp.gate_up_proj", | |
| "language_model.model.layers.63.mlp.up_proj", | |
| "language_model.model.layers.7.self_attn.k_proj", | |
| "language_model.model.layers.7.self_attn.q_proj", | |
| "language_model.model.layers.7.self_attn.qkv_proj", | |
| "language_model.model.layers.7.self_attn.v_proj", | |
| "mtp.fc", | |
| "visual.blocks.0.attn.proj", | |
| "visual.blocks.0.attn.qkv", | |
| "visual.blocks.0.mlp.linear_fc1", | |
| "visual.blocks.0.mlp.linear_fc2", | |
| "visual.blocks.1.attn.proj", | |
| "visual.blocks.1.attn.qkv", | |
| "visual.blocks.1.mlp.linear_fc1", | |
| "visual.blocks.1.mlp.linear_fc2", | |
| "visual.blocks.2.attn.proj", | |
| "visual.blocks.2.attn.qkv", | |
| "visual.blocks.2.mlp.linear_fc1", | |
| "visual.blocks.2.mlp.linear_fc2", | |
| "visual.blocks.21.mlp.linear_fc2", | |
| "visual.blocks.23.mlp.linear_fc2", | |
| "visual.blocks.25.mlp.linear_fc2", | |
| "visual.blocks.26.mlp.linear_fc2", | |
| "visual.blocks.3.attn.proj", | |
| "visual.blocks.3.attn.qkv", | |
| "visual.blocks.3.mlp.linear_fc1", | |
| "visual.blocks.3.mlp.linear_fc2", | |
| "visual.blocks.4.attn.proj", | |
| "visual.blocks.4.attn.qkv", | |
| "visual.blocks.4.mlp.linear_fc1", | |
| "visual.blocks.4.mlp.linear_fc2", | |
| "visual.blocks.5.attn.proj", | |
| "visual.blocks.5.attn.qkv", | |
| "visual.blocks.6.attn.proj", | |
| "visual.blocks.8.attn.proj", | |
| "visual.pos_embed" | |
| ], | |
| "quantization_status": "compressed" | |
| } | |
| } |