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--- |
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base_model: |
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- rombodawg/Rombos-LLM-V2.5-Qwen-72b |
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- Qwen/Qwen2.5-72B |
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- abacusai/Dracarys2-72B-Instruct |
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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 [Qwen/Qwen2.5-72B](https://huggingface.co/Qwen/Qwen2.5-72B) 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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* [rombodawg/Rombos-LLM-V2.5-Qwen-72b](https://huggingface.co/rombodawg/Rombos-LLM-V2.5-Qwen-72b) |
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* [abacusai/Dracarys2-72B-Instruct](https://huggingface.co/abacusai/Dracarys2-72B-Instruct) |
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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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# Qwen2.5-72B-2x-Instruct-TIES-v1.0 |
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models: |
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- model: abacusai/Dracarys2-72B-Instruct # Coding enhancement Fine-tuning |
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parameters: |
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density: 1.0 |
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weight: 1.0 |
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- model: rombodawg/Rombos-LLM-V2.5-Qwen-72b # Continuous Fine-tuning |
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parameters: |
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density: 1.0 |
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weight: 1.0 |
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merge_method: ties |
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base_model: Qwen/Qwen2.5-72B # Reflecting the most recent models as of 11/11/2024 |
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parameters: |
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normalize: true |
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int8_mask: false |
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dtype: bfloat16 |
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tokenizer_source: union # Experimental, preliminarily seems to garner good results |
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``` |
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