| models: | |
| - model: AIDC-AI/Marco-o1 | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 0.8 # slightly reduced weight | |
| - model: happzy2633/qwen2.5-7b-ins-v3 | |
| parameters: | |
| density: 0.5 | |
| weight: [0.2, 0.4, 0.6, 0.8] # adjusted weight gradient | |
| - model: AIDC-AI/Marco-o1 | |
| parameters: | |
| density: 0.33 | |
| weight: | |
| - filter: mlp | |
| value: 0.6 # slightly increased weight for mlp | |
| - value: 0.1 # slight weight for other layers | |
| merge_method: ties | |
| base_model: happzy2633/qwen2.5-7b-ins-v3 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 # trying bfloat16 for potential performance improvement | |