quant_stage:
  quant_modifiers:
    QuantizationModifier:
      config_groups:
        group_0:
          targets: ['re:.*self_attn.q_proj.*', 're:.*self_attn.k_proj.*', 're:.*self_attn.v_proj.*',
            're:.*self_attn.o_proj.*', 're:.*linear_attn.in_proj_qkv.*', 're:.*linear_attn.in_proj_z.*',
            're:.*linear_attn.out_proj.*', 're:.*shared_expert.gate_proj.*', 're:.*shared_expert.up_proj.*',
            're:.*shared_expert.down_proj.*']
          weights:
            num_bits: 8
            type: float
            symmetric: true
            group_size: null
            strategy: block
            block_structure: [128, 128]
            dynamic: false
            actorder: null
            scale_dtype: null
            zp_dtype: null
            observer: memoryless_minmax
            observer_kwargs: {}
          input_activations:
            num_bits: 8
            type: float
            symmetric: true
            group_size: 128
            strategy: group
            block_structure: null
            dynamic: true
            actorder: null
            scale_dtype: null
            zp_dtype: null
            observer: null
            observer_kwargs: {}
          output_activations: null
          format: null
        group_1:
          targets: ['re:.*mlp.experts.*gate_proj.*', 're:.*mlp.experts.*up_proj.*', 're:.*mlp.experts.*down_proj.*']
          weights:
            num_bits: 4
            type: float
            symmetric: true
            group_size: 16
            strategy: tensor_group
            block_structure: null
            dynamic: false
            actorder: null
            scale_dtype: torch.float8_e4m3fn
            zp_dtype: null
            observer: memoryless_minmax
            observer_kwargs: {}
          input_activations: null
          output_activations: null
          format: null
      targets: [Linear]
      ignore: ['re:.*lm_head', 're:.*embed_tokens', 're:visual.*', 're:model.visual.*', 're:.*mlp.gate$',
        're:.*shared_expert_gate$', 're:.*linear_attn.in_proj_a', 're:.*linear_attn.in_proj_b',
        're:.*linear_attn.conv1d', 're:^mtp\..*']
      bypass_divisibility_checks: false