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README.md
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---
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license: other
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---
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---
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license: other
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base_model:
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- beomi/Llama-3-Open-Ko-8B-Instruct-preview
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- cognitivecomputations/dolphin-2.9-llama3-8b
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- NousResearch/Meta-Llama-3-8B-Instruct
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- NousResearch/Meta-Llama-3-8B
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- abacusai/Llama-3-Smaug-8B
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- Locutusque/Llama-3-Orca-1.0-8B
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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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- llama
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---
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# KoDolph
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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 [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) 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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* [beomi/Llama-3-Open-Ko-8B-Instruct-preview](https://huggingface.co/beomi/Llama-3-Open-Ko-8B-Instruct-preview)
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* [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b)
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* [NousResearch/Meta-Llama-3-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3-8B-Instruct)
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* [abacusai/Llama-3-Smaug-8B](https://huggingface.co/abacusai/Llama-3-Smaug-8B)
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* [Locutusque/Llama-3-Orca-1.0-8B](https://huggingface.co/Locutusque/Llama-3-Orca-1.0-8B)
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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/Meta-Llama-3-8B
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# Base model providing a general foundation without specific parameters
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- model: NousResearch/Meta-Llama-3-8B-Instruct
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parameters:
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density: 0.58
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weight: 0.25
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- model: cognitivecomputations/dolphin-2.9-llama3-8b
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parameters:
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density: 0.52
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weight: 0.15
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- model: Locutusque/Llama-3-Orca-1.0-8B
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parameters:
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density: 0.52
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weight: 0.15
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- model: abacusai/Llama-3-Smaug-8B
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parameters:
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density: 0.52
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weight: 0.15
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- model: beomi/Llama-3-Open-Ko-8B-Instruct-preview
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parameters:
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density: 0.53
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weight: 0.2
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merge_method: dare_ties
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base_model: NousResearch/Meta-Llama-3-8B
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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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