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--- |
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base_model: |
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- grimjim/kukulemon-32K-7B |
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- grimjim/rogue-enchantress-32k-7B |
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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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license: cc-by-nc-4.0 |
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pipeline_tag: text-generation |
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--- |
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# kukulemon-v3-soul_mix-32k-7B |
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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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We explore merger at extremely low weight as an alternative to fine-tuning. The additional model was applied at a weight of 10e-5, which was selected to be comparable to a few epochs of training. The low weight also amounts to the additional model being flattened, though technically not sparsified. |
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- [Full weights](https://huggingface.co/grimjim/kukulemon-v3-soul_mix-32k-7B) |
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- [GGUF quants](https://huggingface.co/grimjim/kukulemon-v3-soul_mix-32k-7B-GGUF) |
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## Merge Details |
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### Merge Method |
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/kukulemon-32K-7B](https://huggingface.co/grimjim/kukulemon-32K-7B) as a base. |
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### Models Merged |
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The following model was included in the merge: |
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* [grimjim/rogue-enchantress-32k-7B](https://huggingface.co/grimjim/rogue-enchantress-32k-7B) |
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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: grimjim/kukulemon-32K-7B |
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dtype: bfloat16 |
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merge_method: task_arithmetic |
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slices: |
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- sources: |
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- layer_range: [0, 32] |
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model: grimjim/kukulemon-32K-7B |
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- layer_range: [0, 32] |
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model: grimjim/rogue-enchantress-32k-7B |
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parameters: |
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weight: 10e-5 |
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``` |
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