54 lines
1.4 KiB
Markdown
54 lines
1.4 KiB
Markdown
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---
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base_model:
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- Intel/neural-chat-7b-v3-1
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- mlabonne/AlphaMonarch-7B
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- HuggingFaceH4/zephyr-7b-beta
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- mlabonne/NeuralBeagle14-7B
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library_name: transformers
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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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# merge
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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 [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B) 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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* [Intel/neural-chat-7b-v3-1](https://huggingface.co/Intel/neural-chat-7b-v3-1)
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* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B)
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* [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
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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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base_model: mlabonne/NeuralBeagle14-7B
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dtype: bfloat16
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merge_method: dare_ties
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models:
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- model: mlabonne/NeuralBeagle14-7B
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- model: mlabonne/AlphaMonarch-7B
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parameters:
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density: '0.53'
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weight: '0.4'
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- model: Intel/neural-chat-7b-v3-1
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parameters:
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density: '0.53'
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weight: '0.3'
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- model: HuggingFaceH4/zephyr-7b-beta
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parameters:
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density: '0.53'
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weight: '0.3'
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parameters:
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int8_mask: true
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```
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