| slices: | |
| - sources: | |
| - model: meta-llama/Llama-3.2-3B-Instruct | |
| layer_range: [0, 24] # Adjust based on layer compatibility and model size | |
| - model: ValiantLabs/Llama3.2-3B-ShiningValiant2 | |
| layer_range: [0, 24] | |
| merge_method: slerp | |
| base_model: meta-llama/Llama-3.2-3B-Instruct | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0, 0.25, 0.5, 0.75, 1] # Adjust based on merging strategy used for high-ranked models | |
| - filter: mlp | |
| value: [1, 0.75, 0.5, 0.25, 0] | |
| - value: 0.65 # Overall interpolation coefficient, tuned for balance | |
| dtype: bfloat16 |