Model Card for Model neovalle/H4rmoniousBreezeDPO

Model Details

Model Description

This is model is a version of HuggingFaceH4/zephyr-7b-beta fine-tuned via DPO, using the H4rmony_dpo dataset, which aims to better align the model with ecological values through the use of ecolinguistics principles.

• 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: HuggingFaceH4/zephyr-7b-beta

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 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