| merge_method: ties | |
| base_model: meta-llama/Meta-Llama-3-8B-Instruct | |
| models: | |
| - model: defog/llama-3-sqlcoder-8b | |
| parameters: | |
| weight: | |
| - filter: mlp | |
| value: [0.25, 0.5, 0.5, 0.25] | |
| - filter: self_attn | |
| value: [0.25, 0.5, 0.5, 0] | |
| - value: [0.25, 0.5, 0.5, 0.25] | |
| density: 0.75 | |
| - model: meta-llama/Meta-Llama-3-8B-Instruct | |
| parameters: | |
| weight: | |
| - filter: mlp | |
| value: [0.75, 0.5, 0.5, 0.75] | |
| - filter: self_attn | |
| value: [0.75, 0.5, 0.5, 1] | |
| - value: [0.75, 0.5, 0.5, 0.75] | |
| density: 1.0 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 |