library_name: transformers
pipeline_tag: text2text-generation
license: mit
datasets:
- neovalle/H4rmony
language:
- en
tags:
- Environment
- climate
- ecology
- ecolinguistics
Model Card for Model neovalle/H4rmoniousCaramel
Model Details
Model Description
This is model is a fine-tuned version of google/flan-t5-large finetuned with the H4rmony 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 : [email protected]
- Model type: t5 Language Model
- Language(s) (NLP): Primarily English
- License: MIT
- Finetuned from model: google/flan-t5-large
Uses
Intended as PoC to show the effect of H4rmony dataset.
Direct Use
For testing purposes to gain insight in order to help with the continous improvement of the H4rmony dataset.
Downstream Use
Its direct use in applications is not recommended as this model is under testing for a specific task only
Out-of-Scope Use
Not meant to be used other than testing and evaluation of the H4rmony dataset.
Bias, Risks, and Limitations
This model might produce biased completions already existing in the base model and unintentionally introduced during fine-tuning.
How to Get Started with the Model
It can be loaded and run in a free Colab instance.
Code to load base and finetuned models to compare outputs:
https://github.com/Neovalle/H4rmony/blob/main/H4rmoniousCaramel.ipynb
Training Details
Supervised Fine Tuning
Training Data
H4rmony Dataset - https://huggingface.co/datasets/neovalle/H4rmony