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fa-t5-base
alighasemi/fa-t5-base
fa-t5-base is a machine learning model from alighasemi. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is a smaller version of the google/mt5-base model with only Farsi and some English embeddings left.
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626
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Repo size
2.9 GB
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.bin977 MB · 100%
At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Dec 6, 2022
- Updated
- Dec 7, 2022
- SHA
- ae94954e
Model card
From the Hugging Face model README
This is a smaller version of the google/mt5-base model with only Farsi and some English embeddings left.
- The original model has 582M parameters, with 384M of them being input and output embeddings.
- After shrinking the
sentencepiecevocabulary from 250K to 30K (top 10K English and top 20K Russian tokens) the number of model parameters was reduced to 244M parameters, and the model size was 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.
- Library
- transformers
- Type
- t5
- Languages
- fa, en
- Created
- Dec 6, 2022
- Updated
- Dec 7, 2022