| default_stage: | |
| default_modifiers: | |
| QuantizationModifier: | |
| config_groups: | |
| group_0: | |
| targets: ['re:.*self_attn\.(q|k|v|o)_proj$', 're:.*linear_attn\.(in_proj_qkv|in_proj_z|out_proj)$', | |
| 're:.*lm_head', 're:.*layers\.(56|57|58|59|60|61|62|63)\.mlp\.(gate|up|down)_proj$'] | |
| weights: | |
| num_bits: 8 | |
| type: float | |
| symmetric: true | |
| group_size: null | |
| strategy: channel | |
| block_structure: null | |
| dynamic: false | |
| actorder: null | |
| scale_dtype: null | |
| zp_dtype: null | |
| observer: memoryless_minmax | |
| observer_kwargs: {} | |
| input_activations: | |
| num_bits: 8 | |
| type: float | |
| symmetric: true | |
| group_size: null | |
| strategy: token | |
| block_structure: null | |
| dynamic: true | |
| actorder: null | |
| scale_dtype: null | |
| zp_dtype: null | |
| observer: null | |
| observer_kwargs: {} | |
| output_activations: null | |
| format: null | |
| group_1: | |
| targets: ['re:.*mlp\.(gate|up|down)_proj$'] | |
| weights: | |
| num_bits: 4 | |
| type: float | |
| symmetric: true | |
| group_size: 16 | |
| strategy: tensor_group | |
| block_structure: null | |
| dynamic: false | |
| actorder: null | |
| scale_dtype: null | |
| zp_dtype: null | |
| observer: memoryless_minmax | |
| observer_kwargs: {} | |
| input_activations: | |
| num_bits: 4 | |
| type: float | |
| symmetric: true | |
| group_size: 16 | |
| strategy: tensor_group | |
| block_structure: null | |
| dynamic: local | |
| actorder: null | |
| scale_dtype: null | |
| zp_dtype: null | |
| observer: minmax | |
| observer_kwargs: {} | |
| output_activations: null | |
| format: null | |
| targets: [Linear] | |
| ignore: ['re:.*visual\..*'] | |
| bypass_divisibility_checks: false | |