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--- |
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base_model: |
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- d-rang-d/MS3-megamerge |
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- unsloth/Mistral-Small-24B-Instruct-2501 |
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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 [Linear DELLA](https://arxiv.org/abs/2406.11617) merge method using [d-rang-d/MS3-megamerge](https://huggingface.co/d-rang-d/MS3-megamerge) 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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* [unsloth/Mistral-Small-24B-Instruct-2501](https://huggingface.co/unsloth/Mistral-Small-24B-Instruct-2501) |
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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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dtype: bfloat16 |
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tokenizer: |
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source: unsloth/Mistral-Small-24B-Instruct-2501 |
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merge_method: della_linear |
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parameters: |
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density: 0.55 |
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base_model: d-rang-d/MS3-megamerge |
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models: |
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- model: unsloth/Mistral-Small-24B-Instruct-2501 |
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parameters: |
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weight: |
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- filter: v_proj |
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value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0] |
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- filter: o_proj |
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value: [1, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1] |
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- filter: up_proj |
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value: [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] |
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- filter: gate_proj |
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value: [0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0] |
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- filter: down_proj |
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value: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] |
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- value: 0 |
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- model: d-rang-d/MS3-megamerge |
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parameters: |
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weight: |
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- filter: v_proj |
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value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1] |
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- filter: o_proj |
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value: [0, 1, 0, 1, 1, 1, 1, 1, 0, 0, 0] |
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- filter: up_proj |
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value: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] |
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- filter: gate_proj |
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value: [1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1] |
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- filter: down_proj |
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value: [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] |
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- value: 1 |
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``` |
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