transformers pytorch mistral text-generation text-generation-inference English en dataset:pminervini/HaluEval license:mit autotrain_compatible endpoints_compatible region:us
---
tags:
- text-generation-inference
- English
- mistral
datasets:
- pminervini/HaluEval
language: en
license: mit
---
# Untruthful-Mistral-7B-v0.1

We induce hallucinations from the original [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) by finetuning it on selected samples from [HaluEval](https://github.com/RUCAIBox/HaluEval). We then use it in our ICD method for improve factuality of LLMs and evaluate the effectiveness on [TruthfulQA](https://github.com/sylinrl/TruthfulQA/tree/main). More details are provided in our [Github](https://github.com/hillzhang1999/ICD) and [Paper]().
