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What are we missing out on when we think Transformer is unreasonable in biology?
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Top AI models fail spectacularly when faced with slightly altered medical questions
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LibreTranslate
Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
presidio
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows