model:
  name: DeepSeek-R1
  model_type: deepseek_v3

paths:
  checkpoint_dir: /home/mashun/vllm_project/checkpoints/DeepSeek-R1-0528-FP8
  output_dir: /home/mashun/vllm_project/checkpoints/DeepSeek-R1-0528-w4a8

runtime:
  num_workers: 16
  mode: dequant+quant # dequant | dequant+quant | quant (only support bf16)

retry_files: ~

quant:
  version: 2
  format:
    TN:
      - "re:model.layers.\\d+.mlp.experts.*"
      - "re:model.layers.\\d+.self_attn.*"
    NN: ~
  batch_size: 64
  block_size: 128
  group_size: -1
  symmetric: True
  class:
    int4:
      - "re:model.layers.\\d+.mlp.experts.\\d+.down_proj.*"
      - "re:model.layers.\\d+.mlp.experts.\\d+.gate_proj.*"
      - "re:model.layers.\\d+.mlp.experts.\\d+.up_proj.*"
    int8: 
      - "re:.*shared_experts.*"
      - "re:model.layers.\\d+.self_attn.q_a_proj.*"
      - "re:model.layers.\\d+.self_attn.q_b_proj.*"
      - "re:model.layers.\\d+.self_attn.kv_a_proj_with_mqa.*"
      - "re:model.layers.\\d+.self_attn.kv_b_proj.*"
      - "re:model.layers.\\d+.self_attn.o_proj.*"
  ignore: 
    - "re:.*embed_tokens.*"
    - "re:.*input_layernorm.*"
    - "re:.*post_attention_layernorm.*"
    - "re:.*kv_a_layernorm.*"
    - "re:.*q_a_layernorm.*"
    - "re:.*eh_proj.*"
    - "re:.*enorm.*"
    - "re:.*hnorm.*"
    - "re:model.layers.\\d+.mlp.gate_proj.*"
    - "re:model.layers.\\d+.mlp.up_proj.*"
    - "re:model.layers.\\d+.mlp.down_proj.*"
    - "re:model.layers.\\d+.mlp.gate\\..*"
    - "re:model.norm.*"
    - "re:model.layers.\\d+.shared_head.norm.*"
    - "re:.*lm_head.*"
    - "re:model.layers.\\d+.shared_head.head.*"
   
dequant:
  ignore:
    - "re:.*embed_tokens.*"
    - "re:.*input_layernorm.*"
    - "re:.*post_attention_layernorm.*"
    - "re:.*kv_a_layernorm.*"
    - "re:.*q_a_layernorm.*"
    - "re:.*eh_proj.*"
    - "re:.*enorm.*"
    - "re:.*hnorm.*"
    - "re:model.layers.\\d+.mlp.gate\\..*"
    - "re:model.norm.*"
    - "re:model.layers.\\d+.shared_head.norm.*"
    - "re:.*lm_head.*"
    - "re:model.layers.\\d+.shared_head.head.*"