51 lines
2.4 KiB
Markdown
51 lines
2.4 KiB
Markdown
# ollama-intel-gpu
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This repo illustrates the use of Ollama with support for Intel ARC GPU based via ipex-llm and Ollama Portable ZIP support. Run the recently released [deepseek-r1](https://github.com/deepseek-ai/DeepSeek-R1) model on your local Intel ARC GPU based PC using Linux
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## Important Note
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All Ollama based ipex-llm defects should be reported directly to the ipex-llm project at https://github.com/intel/ipex-llm
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## Screenshot
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# Prerequisites
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* Ubuntu 24.04 or newer (for Intel ARC GPU kernel driver support. Tested with Ubuntu 24.04.02
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* Installed Docker and Docker-compose tools
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* Intel ARC series GPU (tested with Intel ARC A770 16GB and Intel(R) Core(TM) Ultra 5 125H integrated GPU)
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# Usage
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The following will build the Ollama with Intel ARC GPU support, and compose those with the public docker image based on OpenWEB UI from https://github.com/open-webui/open-webui
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Linux:
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```bash
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$ git clone https://github.com/mattcurf/ollama-intel-gpu
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$ cd ollama-intel-gpu
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$ docker compose up
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```
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*Note:* If you have multiple GPU's installed (like integrated and discrete), set the ONEAPI_DEVICE_DELECTOR environment variable in the docker compose file to select the intended device to use.
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Then launch your web browser to http://localhost:3000 to launch the web ui. Create a local OpenWeb UI credential, then click the settings icon in the top right of the screen, then select 'Models', then click 'Show', then download a model like 'llama3.1:8b-instruct-q8_0' for Intel ARC A770 16GB VRAM
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## Update to the latest IPEX-LLM Portable Zip Version
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To update to the latest portable zip version of IPEX-LLM's Ollama, update the compose file with the build arguments shown below, using the latest `ollama-*.tgz` release from https://github.com/intel/ipex-llm/releases/tag/v2.2.0-nightly , then rebuild the image.
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```yaml
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ollama-intel-gpu:
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build:
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context: .
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dockerfile: Dockerfile
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args:
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IPEXLLM_RELEASE_REPO: intel/ipex-llm
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IPEXLLM_RELEASE_VERSON: v2.2.0-nightly
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IPEXLLM_PORTABLE_ZIP_FILENAME: ollama-ipex-llm-2.2.0b20250313-ubuntu.tgz
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```
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# References
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* https://dgpu-docs.intel.com/driver/client/overview.html
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* https://github.com/intel/ipex-llm/blob/main/docs/mddocs/Quickstart/llamacpp_portable_zip_gpu_quickstart.md
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* https://github.com/intel/ipex-llm/releases/download/v2.2.0-nightly/ollama-ipex-llm-2.2.0b20250313-ubuntu.tgz
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