87 lines
2.3 KiB
Markdown
87 lines
2.3 KiB
Markdown
---
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base_model:
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- monology/mixtral-slerp0
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- monology/mixtral-slerp5
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- monology/mixtral-slerp6
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- monology/mixtral-slerp2
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- mistralai/Mistral-7B-v0.1
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- monology/mixtral-slerp3
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- monology/mixtral-slerp7
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- monology/mixtral-slerp4
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- monology/mixtral-slerp1
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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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# mixtral-ties
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For experimental purposes. Probably not very good.
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) 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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* [monology/mixtral-slerp0](https://huggingface.co/monology/mixtral-slerp0)
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* [monology/mixtral-slerp5](https://huggingface.co/monology/mixtral-slerp5)
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* [monology/mixtral-slerp6](https://huggingface.co/monology/mixtral-slerp6)
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* [monology/mixtral-slerp2](https://huggingface.co/monology/mixtral-slerp2)
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* [monology/mixtral-slerp3](https://huggingface.co/monology/mixtral-slerp3)
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* [monology/mixtral-slerp7](https://huggingface.co/monology/mixtral-slerp7)
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* [monology/mixtral-slerp4](https://huggingface.co/monology/mixtral-slerp4)
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* [monology/mixtral-slerp1](https://huggingface.co/monology/mixtral-slerp1)
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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-v0.1
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# no parameters necessary for base model
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- model: monology/mixtral-slerp0
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp1
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp2
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp3
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp4
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp5
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp6
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parameters:
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density: 0.5
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weight: 0.1
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- model: monology/mixtral-slerp7
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parameters:
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density: 0.5
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weight: 0.1
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merge_method: ties
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base_model: mistralai/Mistral-7B-v0.1
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parameters:
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normalize: true
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dtype: float16
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``` |