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--- |
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base_model: |
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- ContactDoctor/Bio-Medical-Llama-3-8B |
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- lightblue/suzume-llama-3-8B-japanese |
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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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# final_model |
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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 TIES](https://arxiv.org/abs/2311.03099) merge method using [lightblue/suzume-llama-3-8B-japanese](https://huggingface.co/lightblue/suzume-llama-3-8B-japanese) 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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* [ContactDoctor/Bio-Medical-Llama-3-8B](https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B) |
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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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base_model: lightblue/suzume-llama-3-8B-japanese |
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dtype: bfloat16 |
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merge_method: dare_ties |
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parameters: |
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int8_mask: 1.0 |
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normalize: 1.0 |
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slices: |
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- sources: |
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- layer_range: [0, 8] |
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model: ContactDoctor/Bio-Medical-Llama-3-8B |
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parameters: |
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density: 1.0 |
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weight: 0.6133219045070127 |
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- layer_range: [0, 8] |
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model: lightblue/suzume-llama-3-8B-japanese |
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parameters: |
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density: 0.685860266951033 |
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weight: 0.5895381594604311 |
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- sources: |
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- layer_range: [8, 16] |
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model: ContactDoctor/Bio-Medical-Llama-3-8B |
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parameters: |
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density: 0.7392837955301343 |
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weight: 0.3228829047267915 |
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- layer_range: [8, 16] |
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model: lightblue/suzume-llama-3-8B-japanese |
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parameters: |
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density: 1.0 |
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weight: 0.6225596018347737 |
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- sources: |
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- layer_range: [16, 24] |
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model: ContactDoctor/Bio-Medical-Llama-3-8B |
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parameters: |
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density: 1.0 |
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weight: 0.6675711396324198 |
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- layer_range: [16, 24] |
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model: lightblue/suzume-llama-3-8B-japanese |
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parameters: |
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density: 1.0 |
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weight: 0.507981935427293 |
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- sources: |
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- layer_range: [24, 32] |
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model: ContactDoctor/Bio-Medical-Llama-3-8B |
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parameters: |
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density: 0.7479105312794881 |
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weight: 0.6307368863287528 |
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- layer_range: [24, 32] |
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model: lightblue/suzume-llama-3-8B-japanese |
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parameters: |
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density: 0.7322891014425874 |
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weight: 0.633799814811044 |
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``` |
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