GregSamek/TinyNews
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How to use GregSamek/TinyNews-11M with Transformers:
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("GregSamek/TinyNews-11M", dtype="auto")For a detailed overview of this project from start to finish, check out GregSamek.github.io/TinyNews
TinyNews is a collection of one million synthetically generated news bulletins and several language models scratch-trained on this data. Evaluations suggests that TinyNews retains ~80% of the quality of the training data while using ~1/1000th the number of parameters as the models used to generate it.
To run these models, git clone the repository
Trained models and training data are available in this 🤗 Hugging Face Collection
This project is essentially a modified reimplementation of the Microsoft Research TinyStories project.