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models:
- model: deepseek-ai/deepseek-coder-6.7b-instruct
parameters:
density: [1, 0.7, 0.1] # density gradient
weight: 1.0
- model: m-a-p/OpenCodeInterpreter-DS-6.7B
parameters:
density: 0.5
weight: [0, 0.3, 0.7, 1] # weight gradient
# - model: NousResearch/Nous-Hermes-llama-2-7b
# parameters:
# density: 0.33
# weight:
# - filter: mlp
# value: 0.5
# - value: 0
merge_method: ties
base_model: deepseek-ai/deepseek-coder-6.7b-base
parameters:
normalize: true
int8_mask: true
dtype: float16
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