| pruning_stage: | |
| obcq_modifiers: | |
| SparseGPTModifier: | |
| sparsity: 0.5 | |
| sequential_update: true | |
| mask_structure: "2:4" | |
| targets: ['re:model.layers.\d*$'] | |
| quant_stage: | |
| quant_modifiers: | |
| QuantizationModifier: | |
| ignore: ["lm_head"] | |
| config_groups: | |
| group_0: | |
| weights: | |
| num_bits: 8 | |
| type: float | |
| strategy: tensor | |
| dynamic: false | |
| symmetric: true | |
| input_activations: | |
| num_bits: 8 | |
| type: float | |
| strategy: tensor | |
| dynamic: false | |
| symmetric: true | |
| targets: ["Linear"] | |
| pruning_modifiers: | |
| ConstantPruningModifier: | |
| targets: [ | |
| 're:.*q_proj.weight', | |
| 're:.*k_proj.weight', | |
| 're:.*v_proj.weight', | |
| 're:.*o_proj.weight', | |
| 're:.*gate_proj.weight', | |
| 're:.*up_proj.weight', | |
| 're:.*down_proj.weight', | |
| ] | |
| start: 0 |