---
license: apache-2.0
language:
- en
pipeline_tag: text-generation
---

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.

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).

| Toxicity Level | RedPajama-INCITE-Chat-3B |
|:--------------:|:------------------------:|
|             Pre-Trained |           0.217          |
|             [Fine-Tuned](https://huggingface.co/DanielSc4/RedPajama-INCITE-Chat-3B-v1-FT-LoRA-8bit-test1) |           **0.129**          |
|  **RL (this)** |         0.160        |