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Ollama + sentence-transformers with torch cuda

ollama/ollama#4453·181359·Go·683 天未动·0 条评论·上游最近活跃 ·池内状态:可认领
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上游 issue 正文

### What is the issue? Hi, I use ollama together with the `intfloat/multilingual-e5-base` sentence-transformer in langchain and llamaIndex in python. If I use the torch version without CUDA everything works as expected, just my embeddings are created slow. With the torch cuda version installed this way: ![grafik](https://github.com/ollama/ollama/assets/166700412/206aa478-64bf-4b23-8876-f2fbe44c61f5) As soon as I loaded the sentence-transformer in my python script the weird behaviour starts. The first prompt to a model in ollama is working normal (takes a few seconds). From the second prompt onwards my GPU is on 100% load for a few minutes, than I get the response from the llm. This happens with the llamaindex / langchain API in python and with the cli. If I terminate my python script and restart ollama its working normal again. I use a Laptop with Windows 11 11th Gen Intel(R) Core(TM) i7-11850H @ 2.50GHz 2.50 GHz, 32GB Ram NVIDIA RTX A3000 6GB ### OS Windows ### GPU Nvidia ### CPU Intel ### Ollama version 0.1.37
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