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Hi Simon,
I was just looking at https://huggingface.co/datasets/SciPhi/AgentSearch-V1
1 Billion passages and 50 Million documents with jina embeddings.
So it motivated me to add cuda support to your jina plugin. CPU is way too slow for me. Only problem is you need to drop the batch size to 1 or 2 for most consumer devices.
Changes
Timing tests
CPU - Batch size 10 (The maximum I can run in 64GB)
Output:
GPU
time llm embed-multi prompts-gpu-b1-run2 -d embeddings.db --attach logs --sql -m jina-embeddings-v2-base-en --prefix prompt/ --batch-size 1
Output: