cointegrated/rut5-base

🤗 Hugging Face sourcemit244M params977 MBsafetensors✓ 4 checksumsupdated today

Submit in one command

Run it next to your model folder. It makes the torrent, checks your files against Hugging Face, and submits it. You just start seeding and paste your key from your account. It only reads your files and never changes them. Read the script first if you like.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo cointegrated/rut5-base ./model-folder

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This is a smaller version of the google/mt5-base model with only Russian and some English embeddings left.

The original model has 582M parameters, with 384M of them being input and output embeddings.
After shrinking the sentencepiece vocabulary from 250K to 30K (top 10K English and top 20K Russian tokens) the number of model parameters reduced to 244M parameters, and model size reduced from 2.2GB to 0.9GB - 42% of the original one.

The creation of this model is described in the post How to adapt a multilingual T5 model for a single language along with the source code.