phi-merge-arithmetic / mergekit_config.yml
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# models:
# - model: mistralai/Mistral-7B-Instruct-v0.3
# # no parameters necessary for base model
# - model: mistralai/Mistral-7B-v0.1
# parameters:
# density: 0.5
# weight: 1
# - model: mistralai/Mistral-7B-v0.3
# parameters:
# density: 0.5
# weight: 0.3
# merge_method: task_arithmetic
# base_model: mistralai/Mistral-7B-Instruct-v0.3
# parameters:
# normalize: true
# dtype: float16
models:
- model: microsoft/Phi-3.5-mini-instruct
parameters:
weight: 1.0
- model: microsoft/Phi-3-mini-4k-instruct
parameters:
weight: 0.6
- model: microsoft/Phi-3-mini-128k-instruct
parameters:
weight: 0.2
base_model: microsoft/Phi-3.5-mini-instruct
merge_method: task_arithmetic
dtype: float16