| models: | |
| - model: mrm8488/phi-2-coder | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: microsoft/phi-2 | |
| parameters: | |
| density: 0.5 | |
| weight: [0, 0.3, 0.7, 1] # weight gradient | |
| - model: Yhyu13/phi-2-sft-dpo-gpt4_en-ep1 | |
| parameters: | |
| density: 0.33 | |
| weight: | |
| - filter: mlp | |
| value: 0.5 | |
| - value: 0 | |
| merge_method: dare_ties | |
| base_model: cognitivecomputations/dolphin-2_6-phi-2 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |