50 lines
1.2 KiB
Markdown
50 lines
1.2 KiB
Markdown
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---
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base_model:
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- meta-llama/Llama-2-7b-hf
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- meta-llama/CodeLlama-7b-Instruct-hf
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- meta-llama/CodeLlama-7b-Python-hf
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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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Llama-2-7b-hf](https://huggingface.co/meta-llama/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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* [meta-llama/CodeLlama-7b-Instruct-hf](https://huggingface.co/meta-llama/CodeLlama-7b-Instruct-hf)
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* [meta-llama/CodeLlama-7b-Python-hf](https://huggingface.co/meta-llama/CodeLlama-7b-Python-hf)
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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: meta-llama/Llama-2-7b-hf
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- model: meta-llama/CodeLlama-7b-Python-hf
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parameters:
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density: 0.55
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weight: 0.5
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- model: meta-llama/CodeLlama-7b-Instruct-hf
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parameters:
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density: 0.65
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weight: 1.0
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merge_method: dare_ties
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base_model: meta-llama/Llama-2-7b-hf
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parameters:
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int8_mask: true
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dtype: bfloat16
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```
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