Editing Models with Task Arithmetic
Paper
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2212.04089
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Published
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7
This is a merge of pre-trained language models created using mergekit.
This model was merged using the task arithmetic merge method using unsloth/Meta-Llama-3.1-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
models:
- model: Replete-AI/Replete-LLM-V2-Llama-3.1-8b
parameters:
density: 0.5
weight: 0.5
- model: bunnycore/HyperLlama-3.1-8B
parameters:
density: 0.5
weight: 0.5
- model: Replete-AI/Replete-Coder-V2-Llama-3.1-8b
parameters:
density: 0.5
weight: 0.5
- model: Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit
parameters:
density: 0.5
weight: 0.5
merge_method: task_arithmetic
base_model: unsloth/Meta-Llama-3.1-8B
parameters:
normalize: false
int8_mask: true
dtype: float16