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--- |
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license: apache-2.0 |
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language: |
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- en |
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- fr |
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- de |
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- es |
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- it |
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- pt |
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- ru |
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- zh |
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- ja |
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pipeline_tag: text-generation |
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tags: |
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- chat |
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--- |
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## This repo contains EXL2 quants of the model. If you need the original weights, please find them [here](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto). |
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## Base repo only contains the measurement file, see revisions for your quant of choice. |
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- [measurement.json](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/main) |
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- [3.0bpw](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/3.0bpw) |
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- [4.0bpw](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/4.0bpw) |
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- [5.0bpw](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/5.0bpw) |
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- [6.0bpw](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/6.0bpw) |
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- [8.0bpw](https://huggingface.co/anthracite-org/magnum-12b-v2.5-kto-exl2/tree/8.0bpw) |
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v2.5 KTO is an experimental release; we are testing a hybrid reinforcement learning strategy of KTO + DPOP, using rejected data sampled from the original model as "rejected". For "chosen", we use data from the original finetuning dataset as "chosen". |
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This was done on a limited portion of of primarily instruction following data; we plan to scale up a larger KTO dataset in the future for better generalization. |
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This is the 5th in a series of models designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus. This model is fine-tuned on top of [anthracite-org/magnum-12b-v2](https://huggingface.co/anthracite-org/magnum-12b-v2). |
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## Prompting |
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Model has been Instruct tuned with the ChatML formatting. A typical input would look like this: |
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```py |
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"""<|im_start|>user |
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Hi there!<|im_end|> |
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<|im_start|>assistant |
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Nice to meet you!<|im_end|> |
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<|im_start|>user |
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Can I ask a question?<|im_end|> |
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<|im_start|>assistant |
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""" |
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``` |
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## Credits |
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- Stheno dataset (filtered) |
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- [kalomaze/Opus_Instruct_25k](https://huggingface.co/datasets/kalomaze/Opus_Instruct_25k) |
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- [Nopm/Opus_WritingStruct](https://huggingface.co/datasets/Nopm/Opus_WritingStruct) |
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- [Gryphe/Sonnet3.5-SlimOrcaDedupCleaned](https://huggingface.co/datasets/Gryphe/Sonnet3.5-SlimOrcaDedupCleaned) (A ~16k rows subset) |
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- [kalomaze/Opus_Instruct_3k](https://huggingface.co/datasets/kalomaze/Opus_Instruct_3k) |
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This model has been a team effort, and the credits goes to all members of Anthracite. |
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## Safety |
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... |
