wxjiao/ParroT
The ParroT framework to enhance and regulate the Translation Abilities during Chat based on open-sourced LLMs (e.g., LLaMA-7b, Bloomz-7b1-mt) and human written translation and evaluation data.
ParroT helps improve the quality of machine translation, particularly in a chat-like setting, by fine-tuning open-source large language models. You input existing human-translated text, or translation data formatted as instructions with optional 'hints' for specific requirements, and it outputs a more refined, context-aware translation model. This tool is for researchers and language professionals who work with and customize machine translation systems.
176 stars. No commits in the last 6 months.
Use this if you need to train or fine-tune open-source large language models to perform more accurate and contextually appropriate translations, especially for chat-based interactions or when specific translation requirements (hints) are important.
Not ideal if you are looking for a ready-to-use translation application for immediate use, as this project requires technical expertise to set up and train the models.
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Language
Python
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Last pushed
Dec 31, 2024
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