Shypd.aiThe largest open index of AI toolslanguagemodels is an Open Source & Models tool that provides Python building blocks for exploring large language models. It is designed to run efficiently with as little as 512MB of RAM, enabling local inference for data privacy.
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languagemodels is an open-source Python package designed to simplify the exploration and use of large language models (LLMs). It allows users to perform local inference, ensuring data privacy by default. The package is optimized for resource efficiency, capable of running with as little as 512MB of RAM, making it accessible for a wide range of systems. Key functionalities include instruction following, text completions, external retrieval from sources like Wikipedia and weather APIs, and semantic search over document stores. It also offers GPU acceleration for NVIDIA GPUs with CUDA and outperforms Hugging Face transformers for CPU inference due to int8 quantization and CTranslate2 backend. The tool provides sensible default models and allows users to filter models by license type for commercial use.
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