thevasudevgupta/transformers-adapters
This repositary hosts my experiments for the project, I did with OffNote Labs.
This project helps machine learning engineers and NLP researchers efficiently adapt large language models for specific translation tasks. It allows you to take a base multilingual model and add smaller, specialized adapter modules. This results in a translation model that takes text in languages like Hindi or Gujarati and outputs English text, but with significantly reduced model size and faster training compared to full model fine-tuning.
No commits in the last 6 months.
Use this if you need to perform neural machine translation for Indian languages into English and want to optimize for computational efficiency and speed.
Not ideal if you need a pre-packaged, ready-to-use translation API or a solution for a wide variety of less common language pairs.
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Language
Python
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Last pushed
Apr 12, 2021
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