| slices: | |
| - sources: | |
| - model: psmathur/orca_mini_v3_13b | |
| layer_range: [0, 40] | |
| - model: garage-bAInd/Platypus2-13B | |
| layer_range: [0, 40] | |
| merge_method: slerp | |
| base_model: psmathur/orca_mini_v3_13b | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0, 0.5, 0.3, 0.7, 1] | |
| - filter: mlp | |
| value: [1, 0.5, 0.7, 0.3, 0] | |
| - value: 0.5 # fallback for rest of tensors | |
| dtype: float16 | |
| name: gradient-slerp | |
| models: | |
| - model: gradient-slerp | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: WizardLM/WizardMath-13B-V1.0 | |
| parameters: | |
| density: 0.33 | |
| weight: | |
| - filter: mlp | |
| value: 0.5 | |
| - value: 0 | |
| merge_method: ties | |
| base_model: TheBloke/Llama-2-13B-fp16 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |
| name: gradient-slerp-ties | |