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--- |
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base_model: |
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- microsoft/Orca-2-13b |
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- KoboldAI/LLaMA2-13B-Tiefighter |
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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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28/04/2024- UPDATE: |
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Fixed tokenizer / vocab issues. |
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Verified operation, conversion to GGUF now works too. |
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GGUF uploaded, with Imatrix Plus GGUFs to follow shortly. |
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Imatrix Plus GGUFs are [here](https://huggingface.co/DavidAU/D_AU-Orac-13B-Tiefighter-slerp-imat-plus-GGUF) |
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This includes all Imatrix compressions as well as regular "Qs" which have also been "Imatrixed" too. |
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"Imatrix Plus" is an upgraded form of Imatrix which using full precision for specific parts of the compression. |
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This results in a higher quality model, especially at lower compressions. |
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This method is applied across all compressions from IQ1 to Q8. |
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This merge was an experiment to test already established Roleplay, Fiction and Story |
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generation of "Tiefighter" with a some of "Orca 2"'s qualities. |
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A blank or standard Alpaca Template for text generation will work. |
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Currently "CHATML" is untested. |
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Context length: 4096. |
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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 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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* [microsoft/Orca-2-13b](https://huggingface.co/microsoft/Orca-2-13b) |
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* [KoboldAI/LLaMA2-13B-Tiefighter](https://huggingface.co/KoboldAI/LLaMA2-13B-Tiefighter) |
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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: KoboldAI/LLaMA2-13B-Tiefighter |
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layer_range: [0, 40] |
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- model: microsoft/Orca-2-13b |
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layer_range: [0, 40] |
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merge_method: slerp |
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base_model: microsoft/Orca-2-13b |
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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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``` |
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