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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