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--- |
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base_model: |
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- AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0 |
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- DevQuasar/llama3_8b_chat_brainstorm |
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- NousResearch/Hermes-2-Theta-Llama-3-8B |
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- chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO |
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- openchat/openchat-3.6-8b-20240522 |
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- nbeerbower/llama-3-gutenberg-8B |
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- saishf/Neural-SOVLish-Devil-8B-L3 |
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- NousResearch/Meta-Llama-3-8B-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 breadcrumbs_ties merge method using [NousResearch/Meta-Llama-3-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3-8B-Instruct) 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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* [AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0](https://huggingface.co/AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0) |
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* [DevQuasar/llama3_8b_chat_brainstorm](https://huggingface.co/DevQuasar/llama3_8b_chat_brainstorm) |
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* [NousResearch/Hermes-2-Theta-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-8B) |
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* [chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO](https://huggingface.co/chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO) |
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* [openchat/openchat-3.6-8b-20240522](https://huggingface.co/openchat/openchat-3.6-8b-20240522) |
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* [nbeerbower/llama-3-gutenberg-8B](https://huggingface.co/nbeerbower/llama-3-gutenberg-8B) |
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* [saishf/Neural-SOVLish-Devil-8B-L3](https://huggingface.co/saishf/Neural-SOVLish-Devil-8B-L3) |
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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-Instruct |
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- model: NousResearch/Hermes-2-Theta-Llama-3-8B # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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- model: openchat/openchat-3.6-8b-20240522 # 5/10 |
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parameters: |
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density: 0.3 |
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weight: 0.11 |
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- model: DevQuasar/llama3_8b_chat_brainstorm # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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- model: AwanLLM/Awanllm-Llama-3-8B-Cumulus-v1.0 # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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- model: chujiezheng/Llama-3-Instruct-8B-SimPO-ExPO # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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- model: saishf/Neural-SOVLish-Devil-8B-L3 # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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- model: nbeerbower/llama-3-gutenberg-8B # 6/10 |
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parameters: |
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density: 0.4 |
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weight: 0.15 |
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merge_method: breadcrumbs_ties |
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base_model: NousResearch/Meta-Llama-3-8B-Instruct |
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parameters: |
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normalize: false |
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rescale: true |
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gamma: 0.01 |
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dtype: float16 |
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``` |
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