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vllm-project / vllm

A high-throughput and memory-efficient inference and serving engine for LLMs
https://docs.vllm.ai
Apache License 2.0
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[New Model]: Snowflake Arctic Embed (Family) #7792

Open K-Mistele opened 3 months ago

K-Mistele commented 3 months ago

The model to consider

The Snowflake arctic embed family of embeddings models - a very small but performant-for-size series of embedding models. https://huggingface.co/Snowflake/snowflake-arctic-embed-xs https://huggingface.co/Snowflake/snowflake-arctic-embed-s https://huggingface.co/Snowflake/snowflake-arctic-embed-m https://huggingface.co/Snowflake/snowflake-arctic-embed-m-long https://huggingface.co/Snowflake/snowflake-arctic-embed-l

The closest model vllm already supports.

Closest supported embedding model: https://huggingface.co/intfloat/e5-mistral-7b-instruct Closest model by family: https://huggingface.co/Snowflake/snowflake-arctic-instruct

What's your difficulty of supporting the model you want?

Only mistral embeddings are supported at this time.

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