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--- |
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license: apache-2.0 |
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base_model: mistralai/Mistral-7B-v0.1 |
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datasets: |
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- Open-Orca/SlimOrca |
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- HuggingFaceH4/no_robots |
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- Intel/orca_dpo_pairs |
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- rizerphe/glaive-function-calling-v2-zephyr |
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- codefuse-ai/Evol-instruction-66k |
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library_name: transformers |
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pipeline_tag: text-generation |
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--- |
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# pic_7B_mistral_Full_v0.1 |
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PIC_7B_Mistral (First phase) |
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This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) |
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A curated, decontaminated subset of datasets used have been mentioned in the model card. |
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All used datasets are public as of the time of release of this model. |
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Collaborate or Consult me - [Twitter](https://twitter.com/4evaBehindSOTA), [Discord](https://discord.gg/ftEM63pzs2) |
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*Recommended format is ChatML, Alpaca will work but take care of EOT token* |
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#### Chat Model Inference |
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## Model description |
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First generic model of Project PIC (Partner-in-Crime) in 7B range. |
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Trying a bunch of things and seeing what sticks right now. |
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Empathy + Coder + Instruction/json/function adherence is my game. |
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Finding lots of challenges and insights in this effort, patience is key. |
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## Intended uses & limitations |
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Should be useful in generic capacity. |
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Demonstrates little bit of everything. |
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Basic tests in - |
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Roleplay: Adherence to character present. |
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json/function-calling: Passing |
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Coding: To be evaluated |
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## Training procedure |
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SFT + DPO |
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### Training results |
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To be evaluated |
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### Framework versions |
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- Transformers 4.35.2 |
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- Pytorch 2.0.1 |
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- Datasets 2.15.0 |
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- Tokenizers 0.15.0 |
