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Tuesday, 14 May 2024

Introducing the Open Arabic LLM Leaderboard

Hugging Face 2 years ago 39

A leaderboard platform launched to evaluate Arabic language models using standardized benchmarks has been created to address the scarcity of Arabic NLP evaluation resources. The Open Arabic LLM Leaderboard integrates 22 native Arabic datasets plus translated benchmarks like MMLU and EXAMS, serving approximately 380 million Arabic speakers. The platform enables researchers to benchmark and improve Arabic language models while plans include expanding to retrieval-augmented generation evaluation and a chatbot arena ranked by user preference.

Hugging Face x LangChain : A new partner package

Hugging Face 2 years ago 42

Hugging Face and LangChain released langchain_huggingface, a jointly maintained Python package that integrates Hugging Face models directly into LangChain's ecosystem. The package provides multiple interfaces including HuggingFacePipeline for local model loading, HuggingFaceEndpoint for serverless API access, ChatHuggingFace for chat formatting, and HuggingFaceEmbeddings for embedding tasks. This partnership aims to reduce delays in bringing new Hugging Face features to LangChain users by replacing community-maintained classes that had become deprecated.

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