3 ms·
Your hardware should be fine for inferencing, as long as you don't bother trying to get the GPU working. My $0.02 would be to try getting LocalAI running on yo
by smoldesu 3y ago
Your hardware should be fine for inferencing, as long as you don't bother trying to get the GPU working.
My $0.02 would be to try getting LocalAI running on your machine with OpenCL/CLBlas acceleration for your CPU. If you're running other things, you could limit the inferencing process to 2 or 3 threads. That should get it working; I've been able to inference even 13b models on cheap Rockchip SOCs. Your CPU should be fine, even if it's a little outdated.
LocalAI: https://github.com/mudler/LocalAI https://github.com/mudler/LocalAI
Some decent models to start with:
TinyLlama (extremely small/fast): https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGU...
Dolphin Mistral (larger size, better responses: https://huggingface.co/TheBloke/dolphin-2.1-mistral-7B-GGUF https://huggingface.co/TheBloke/dolphin-2.1-mistral-7B-GGUF
- umtksa 3y agoThank you so much, actually I tried to run mistral and TinyLlama over ollama without success. But I've never limit inferencing process or anything. Let me try LocalAI