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--- |
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base_model: |
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- NousResearch/Hermes-3-Llama-3.1-8B |
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- lcw99/llama-3-8b-it-ko-chang |
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- maum-ai/Llama-3-MAAL-8B-Instruct-v0.1 |
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- maywell/Llama-3-Ko-8B-Instruct |
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- meta-llama/Meta-Llama-3.1-8B |
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- tesser-ai/Tesser-Llama-3-Ko-8B |
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- beomi/Llama-3-Open-Ko-8B-Instruct-preview |
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- openchat/openchat-3.6-8b-20240522 |
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- MLP-KTLim/llama-3-Korean-Bllossom-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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--- |
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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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B) 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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* [lcw99/llama-3-8b-it-ko-chang](https://huggingface.co/lcw99/llama-3-8b-it-ko-chang) |
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* [maum-ai/Llama-3-MAAL-8B-Instruct-v0.1](https://huggingface.co/maum-ai/Llama-3-MAAL-8B-Instruct-v0.1) |
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* [maywell/Llama-3-Ko-8B-Instruct](https://huggingface.co/maywell/Llama-3-Ko-8B-Instruct) |
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* [meta-llama/Meta-Llama-3.1-8B](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B) |
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* [tesser-ai/Tesser-Llama-3-Ko-8B](https://huggingface.co/tesser-ai/Tesser-Llama-3-Ko-8B) |
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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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* [openchat/openchat-3.6-8b-20240522](https://huggingface.co/openchat/openchat-3.6-8b-20240522) |
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* [MLP-KTLim/llama-3-Korean-Bllossom-8B](https://huggingface.co/MLP-KTLim/llama-3-Korean-Bllossom-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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slices: |
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- sources: |
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- model: openchat/openchat-3.6-8b-20240522 |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: MLP-KTLim/llama-3-Korean-Bllossom-8B |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: lcw99/llama-3-8b-it-ko-chang |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: beomi/Llama-3-Open-Ko-8B-Instruct-preview |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: maywell/Llama-3-Ko-8B-Instruct |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: tesser-ai/Tesser-Llama-3-Ko-8B |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: maum-ai/Llama-3-MAAL-8B-Instruct-v0.1 |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: meta-llama/Meta-Llama-3.1-8B |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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- model: NousResearch/Hermes-3-Llama-3.1-8B |
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layer_range: [0, 32] |
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parameters: |
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filter_wise: false # calculate with per-tensor. Not recommended |
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merge_method: model_stock |
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base_model: NousResearch/Hermes-3-Llama-3.1-8B |
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dtype: bfloat16 |
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``` |
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