53 lines
1.5 KiB
Markdown
53 lines
1.5 KiB
Markdown
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---
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base_model:
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- openchat/openchat-3.5-0106
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- mistralai/Mistral-7B-Instruct-v0.2
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- Open-Orca/Mistral-7B-OpenOrca
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- WizardLM/WizardMath-7B-V1.1
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tags:
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- mergekit
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- merge
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license: apache-2.0
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---
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# result
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base.
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### Models Merged
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The following models were included in the merge:
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* [openchat/openchat-3.5-0106](https://huggingface.co/openchat/openchat-3.5-0106)
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* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
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* [WizardLM/WizardMath-7B-V1.1](https://huggingface.co/WizardLM/WizardMath-7B-V1.1)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: mistralai/Mistral-7B-Instruct-v0.2
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# No parameters necessary for base model
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- model: Open-Orca/Mistral-7B-OpenOrca
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parameters:
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density: 0.5
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weight: 0.3
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- model: openchat/openchat-3.5-0106
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parameters:
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density: 0.5
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weight: 0.3
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- model: WizardLM/WizardMath-7B-V1.1
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parameters:
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density: 0.5
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weight: 0.3
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merge_method: dare_ties
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base_model: mistralai/Mistral-7B-Instruct-v0.2
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parameters:
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normalize: true
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dtype: float16
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```
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