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--- |
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base_model: |
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- NousResearch/Nous-Hermes-2-SOLAR-10.7B |
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- BlueNipples/SnowLotus-v2-10.7B |
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tags: |
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- mergekit |
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- merge |
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- solar |
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license: apache-2.0 |
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language: |
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- en |
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pipeline_tag: text-generation |
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--- |
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These are GGUF quants for https://huggingface.co/saishf/Nous-Lotus-10.7B |
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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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This model is a slerp between SnowLotus-v2 & Nous-Hermes-2-SOLAR, I found snowlotus was awesome to talk to but lacked when prompting with out-there characters. Nous Hermes seemed to handle those characters a lot better, so i decided to merge the two. |
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This is my first merge so it could perform badly or may not even work |
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### Extra Info |
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Both models are solar based so context should be 4096 |
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SnowLotus uses Alpaca |
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Nous Hermes uses ChatML |
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Both seem to work but i don't exactly know which performs better |
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### Merge Method |
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This model was merged using the 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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* [NousResearch/Nous-Hermes-2-SOLAR-10.7B](https://huggingface.co/NousResearch/Nous-Hermes-2-SOLAR-10.7B) |
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* [BlueNipples/SnowLotus-v2-10.7B](https://huggingface.co/BlueNipples/SnowLotus-v2-10.7B) |
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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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slices: |
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- sources: |
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- model: BlueNipples/SnowLotus-v2-10.7B |
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layer_range: [0, 48] |
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- model: NousResearch/Nous-Hermes-2-SOLAR-10.7B |
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layer_range: [0, 48] |
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merge_method: slerp |
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base_model: BlueNipples/SnowLotus-v2-10.7B |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 |
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dtype: bfloat16 |
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``` |
