#llms

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2 posts

QIMMA: The Arabic LLM Leaderboard We've Been Waiting For

TII launches QIMMA, a rigorous quality-focused leaderboard for Arabic LLMs that goes beyond translation metrics to measure genuine language understanding and cultural nuance.

#llms #benchmarks #multilingual #arabic #evaluation

FastGraphRAG: How PageRank Makes RAG Actually Work for Multi-Hop Reasoning

A new open-source RAG implementation uses knowledge graphs and PageRank to solve what naive vector search can't: multi-hop reasoning over messy real-world data.

#rag #knowledge-graphs #information-retrieval #llms #graphrag

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