Updated README.md

README.md

@@ -1,6 +1,6 @@
-roberta-base-als-demo
+# roberta-base-als-demo
 
-roberta-base-als-demo is a demo model trained by Patrick von Platen to demonstrate how to train a roberta-base model from scratch.
+**roberta-base-als-demo** is a model trained by Patrick von Platen to demonstrate how to train a roberta-base model from scratch on the Alemannic language.
 
 This is part of the
 [Flax/Jax Community Week](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104), organised by [HuggingFace](https://huggingface.co/) and TPU usage sponsored by Google.
@@ -9,7 +9,5 @@ This is part of the
 ## Useful links
 - [Community Week timeline](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104#summary-timeline-calendar-6)
 - [Community Week README](https://github.com/huggingface/transformers/blob/master/examples/research_projects/jax-projects/README.md)
-- [Community Week thread](https://discuss.huggingface.co/t/bertin-pretrain-roberta-large-from-scratch-in-spanish/7125)
-- [Community Week channel](https://discord.com/channels/858019234139602994/859113060068229190)
 - [Masked Language Modelling example scripts](https://github.com/huggingface/transformers/tree/master/examples/flax/language-modeling)
-- [Model Repository](https://huggingface.co/flax-community/robit-roberta-base-it)
+- [Model Repository](https://huggingface.co/flax-community/roberta-base-als-demo)