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--- |
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base_model: |
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- inflatebot/MN-12B-Mag-Mell-R1 |
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- grimjim/Magnolia-v3-12B |
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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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pipeline_tag: text-generation |
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--- |
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# Magnolia-Mell-v1-12B |
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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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An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B. |
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Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips. If repetition is a problem, raising temperature briefly may help. The model appears to tolerate temperature=2.0 even. |
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## Merge Details |
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### Merge Method |
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This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) |
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* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B) |
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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/Magnolia-v3-12B |
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dtype: bfloat16 |
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merge_method: slerp |
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slices: |
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- sources: |
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- model: grimjim/Magnolia-v3-12B |
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layer_range: [0,40] |
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- model: inflatebot/MN-12B-Mag-Mell-R1 |
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layer_range: [0,40] |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0.0,0.09] |
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- filter: mlp |
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value: [0.09,0.0] |
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- value: [0.0,0.09] |
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``` |
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