model:
  name: Qwen3-30B-A3B-Instruct-2507
  model_type: qwen3_vl_moe

paths:
  checkpoint_dir: /home/mashun/vllm_project/checkpoints/Qwen3-VL-30B-A3B-Instruct
  output_dir: /home/mashun/vllm_project/checkpoints/Qwen3-VL-30B-A3B-Instruct-w4a8

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

retry_files: ~

quant:
  version: 2
  format: 
    TN:
      - "re:.*experts.*"
    NN: ~
  batch_size: 64
  block_size: 128
  group_size: -1
  symmetric: True
  class:
    int4: 
      - "re:.*experts.*"
    int8: ~
  ignore: 
    - "re:lm_head.*"
    - "re:.*embed_tokens.*"
    - "re:.*input_layernorm.*"
    - "re:.*post_attention_layernorm.*"
    - "re:.*k_norm.*"
    - "re:.*q_norm.*"
    - "re:.*mlp\\.gate.*"
    - "re:.*\\.norm.*"
    - "re:.*visual.*"
    - "re:.*k_proj.*"
    - "re:.*o_proj.*"
    - "re:.*v_proj.*"
    - "re:.*q_proj.*"

dequant:
  ignore:
    - "model.language_model.embed_tokens.weight"
    - "lm_head.weight"
    - "re:model.language_model.layers.\\d+.input_layernorm.weight"
    - "re:model.language_model.layers.\\d+.post_attention_layernorm.weight"
    - "re:model.language_model.norm.weight"
    - "re:model.visual.*"