TensorFlow Model Garden LMs

community

https://github.com/stefan-it/model-garden-lms

Activity Feed

AI & ML interests

Language Model Pretraining, TensorFlow Model Garden

model-garden-lms's activity

stefan-it

posted an update 1 day ago

Post

2919

She arrived 😍

[Expect more models soon...]

1 reply

stefan-it

updated a Space 2 months ago

README

📊

stefan-it

updated 10 models 2 months ago

stefan-it

updated a dataset 2 months ago

model-garden-lms/finewebs-scandeval-results

Viewer • Updated Dec 20, 2024 • 72 • 151

stefan-it

posted an update 3 months ago

Post

1539

My latest project is the outcome of the last 2+ years working with TPUs from the amazing TPU Research Cloud (TRC) program and training Encoder-only LMs with the TensorFlow Model Garden library.

👉 Link: https://github.com/stefan-it/model-garden-lms

An overview of some features:

- Cheatsheet for setting-up a TPU VM Pod (with all necessary dependencies) to pretrain LMs with TF Model Garden
- Conversion scripts that convert TF Model Garden weights to Hugging Face Transformers-compatible models
- Supported architectures include BERT, BERT with Token Dropping and TEAMS

I also released BERT-based models pretrained on the great Hugging Face FineWeb and FineWeb-Edu datasets (10BT subset). With more to come!

👉 Model Hub Link: https://huggingface.co/model-garden-lms

If you find these resources useful, please give them a like!

Made from Bavarian Oberland with ❤️ and 🥨.