52 lines
1.2 KiB
Markdown
52 lines
1.2 KiB
Markdown
---
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base_model:
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- NousResearch/Llama-2-7b-hf
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- arcee-ai/Patent-Base-7b
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- microsoft/Orca-2-7b
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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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---
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) 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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* [arcee-ai/Patent-Base-7b](https://huggingface.co/arcee-ai/Patent-Base-7b)
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* [microsoft/Orca-2-7b](https://huggingface.co/microsoft/Orca-2-7b)
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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: NousResearch/Llama-2-7b-hf
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#no parameters necessary for base model
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- model: arcee-ai/Patent-Base-7b
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parameters:
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density: 0.5
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weight: 0.5
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- model: microsoft/Orca-2-7b
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parameters:
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density: 0.5
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weight: 0.5
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merge_method: ties
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base_model: NousResearch/Llama-2-7b-hf
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parameters:
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normalize: false
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int8_mask: true
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dtype: float16
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```
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