|
--- |
|
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 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 |
|
|
