Model Details

Model Description

This model is based on teknium/OpenHermes-2.5-Mistral-7B, DPO fine-tuned with the H4rmony_dpo dataset. Its completions should be more ecologically aware than the base model.

Developed by: Jorge Vallego
Funded by : Neovalle Ltd.
Shared by : airesearch@neovalle.co.uk
Model type: mistral
Language(s) (NLP): Primarily English
License: MIT
Finetuned from model: teknium/OpenHermes-2.5-Mistral-7B
Methodology: DPO

Uses

Intended as PoC to show the effects of H4rmony_dpo dataset with DPO fine-tuning.

Direct Use

For testing purposes to gain insight in order to help with the continous improvement of the H4rmony_dpo dataset.

Downstream Use

Its direct use in applications is not recommended as this model is under testing for a specific task only (Ecological Alignment) Out-of-Scope Use

Not meant to be used other than testing and evaluation of the H4rmony_dpo dataset and ecological alignment. Bias, Risks, and Limitations

This model might produce biased completions already existing in the base model, and others unintentionally introduced during fine-tuning.

How to Get Started with the Model

It can be loaded and run in a Colab instance with High RAM.

Training Details

Trained using DPO

Training Data

H4rmony Dataset - https://huggingface.co/datasets/neovalle/H4rmony_dpo