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--- |
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base_model_relation: quantized |
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base_model: |
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- TareksTesting/Legion-V1A-LLaMa-70B |
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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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [TareksLab/M-BASE-SCE](https://huggingface.co/TareksLab/M-BASE-SCE) 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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* [TareksLab/M-MERGE1](https://huggingface.co/TareksLab/M-MERGE1) |
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* [TareksLab/M-MERGE3](https://huggingface.co/TareksLab/M-MERGE3) |
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* [TareksLab/M-MERGE2](https://huggingface.co/TareksLab/M-MERGE2) |
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* [TareksLab/M-MERGE4](https://huggingface.co/TareksLab/M-MERGE4) |
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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: TareksLab/M-MERGE4 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: [0.3, 0.1, 0.2] |
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- filter: mlp |
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value: [0.4, 0.2, 0.1] |
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- value: 0.2 |
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density: 0.7 |
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lambda: 1.05 |
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- model: TareksLab/M-MERGE3 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: [0.2, 0.1, 0.3] |
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- filter: mlp |
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value: [0.3, 0.1, 0.2] |
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- value: 0.2 |
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density: 0.65 |
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lambda: 1.05 |
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- model: TareksLab/M-MERGE2 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: [0.1, 0.3, 0.1] |
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- filter: mlp |
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value: [0.2, 0.3, 0.1] |
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- value: 0.2 |
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density: 0.6 |
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lambda: 1.05 |
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- model: TareksLab/M-MERGE1 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: [0.2, 0.2, 0.1] |
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- filter: mlp |
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value: [0.1, 0.2, 0.2] |
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- value: 0.2 |
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density: 0.6 |
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lambda: 1 |
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- model: TareksLab/M-BASE-SCE |
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parameters: |
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weight: |
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- filter: self_attn |
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value: [0.1, 0.3, 0.3] |
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- filter: mlp |
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value: [0.1, 0.2, 0.4] |
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- value: 0.2 |
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density: 0.55 |
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lambda: 1 |
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base_model: TareksLab/M-BASE-SCE |
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merge_method: dare_ties |
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parameters: |
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normalize: false |
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pad_to_multiple_of: 4 |
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tokenizer: |
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source: TareksLab/M-TOKENIZER-SCE |
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chat_template: llama3 |
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dtype: bfloat16 |
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``` |
