BERTIN

BERTIN is a series of BERT-based models for Spanish. This one is a RoBERTa-large model trained from scratch on the Spanish portion of mC4 using Flax, including training scripts.

This is part of the Flax/Jax Community Week, organised by HuggingFace and TPU usage sponsored by Google.

Spanish mC4

The Spanish portion of mC4 containes about 416 million records and 235 billion words.

$ zcat c4/multilingual/c4-es*.tfrecord*.json.gz | wc -l
416057992

$ zcat c4/multilingual/c4-es*.tfrecord-*.json.gz | jq -r '.text | split(" ") | length' | paste -s -d+ - | bc
235303687795

Team members

• Javier de la Rosa (versae)
• Manu Romero (mrm8488)
• María Grandury (mariagrandury)
• Ari Polakov (aripo99)
• Pablogps
• daveni
• Sri Lakshmi

Useful links

• Community Week timeline
• Community Week README
• Community Week thread
• Community Week channel
• Masked Language Modelling example scripts
• Model Repository