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README.md
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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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pipeline_tag: text-generation
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---
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Pre-trained model fine-tuned using Reinforcement Learning on [DIALOCONAN](https://github.com/marcoguerini/CONAN#dialoconan) dataset using [facebook/roberta-hate-speech-dynabench-r4-target](https://huggingface.co/facebook/roberta-hate-speech-dynabench-r4-target) as reward model.
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Toxicity results on [allenai/real-toxicity-prompts](https://huggingface.co/datasets/allenai/real-toxicity-prompts) dataset using custom prompts (see 🥞[RewardLM](https://github.com/DanielSc4/RewardLM) for details).
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| Toxicity Level | RedPajama-INCITE-Chat-3B |
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|:--------------:|:------------------------:|
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| Pre-Trained | 0.217 |
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| [Fine-Tuned](https://huggingface.co/DanielSc4/RedPajama-INCITE-Chat-3B-v1-FT-LoRA-8bit-test1) | **0.129** |
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| **RL (this)** | 0.160 |
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