Provence: lightweight context pruning models for retrieval-augmented generation. Blogpost: https://huggingface.co/blog/nadiinchi/provence
NAVER LABS Europe
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AI & ML interests
3D vision, speech, NLP, neural retrieval, computer vision, LLM, FMs, visual localization, robotics
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6
Compression Models for RAG
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Context Embeddings for Efficient Answer Generation in RAG
Paper • 2407.09252 • Published • 2 -
naver/cocom-v1-128-mistral-7b
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naver/cocom-v1-16-mistral-7b
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naver/cocom-v1-4-mistral-7b
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naver/provence-reranker-debertav3-v1
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naver/trecdl22-crossencoder-electra
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naver/trecdl22-crossencoder-albert
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naver/trecdl22-crossencoder-debertav2
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naver/trecdl22-crossencoder-rankT53b-repro
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naver/trecdl22-crossencoder-debertav3
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naver/oscar-mistral-small-24b
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naver/oscar-qwen2-7B
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naver/oscar-mistral-7B
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naver/pisco-llama
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