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Support NV-Embed-v2 model

Open jorgeantonio21 opened this issue 1 year ago • 2 comments

Model description

The model can be found at: https://huggingface.co/nvidia/NV-Embed-v2.

NV-Embed-v2 is a generalist embedding model that ranks No. 1 on the Massive Text Embedding Benchmark (MTEB benchmark)(as of Aug 30, 2024) with a score of 72.31 across 56 text embedding tasks. It also holds the No. 1 in the retrieval sub-category (a score of 62.65 across 15 tasks) in the leaderboard, which is essential to the development of RAG technology.

Open source status

  • [ ] The model implementation is available
  • [X] The model weights are available

Provide useful links for the implementation

https://huggingface.co/nvidia/NV-Embed-v2

jorgeantonio21 avatar Oct 06 '24 08:10 jorgeantonio21