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Re:A Guide to Local Coding Models by vunderba on Sunday December 21, 2025 @05:22PM (#46349182)
FWIW, Ollama already does most of this:

- Cross-platform

- Sets up a local API server

The tradeoff is a somewhat higher learning curve, since you need to manually browse the model library and choose the model/quantization that best fit your workflow and hardware. OTOH, it's also open-source unlike LMStudio which is proprietary.

Re:A Guide to Local Coding Models by randallsquared on Sunday December 21, 2025 @05:50PM (#46349425)
I assumed from the name that it only ran llama-derived models, rather than whatever is available at huggingface. Is that not the case?
Re:A Guide to Local Coding Models by fenykep on Sunday December 21, 2025 @06:04PM (#46349545)
No, they have quite a broad list of models: https://ollama.com/search

[edit] Oh and apparently you can also directly run some models directly from HuggingFace: https://huggingface.co/docs/hub/ollama

Re:A Guide to Local Coding Models by ashirviskas on Monday December 22, 2025 @09:30PM (#46361752)
Just use llama.cpp. Ollama tried to force their custom API (not the openai standard), they obscure the downloaded models making them a pain to use with other implementations, blatantly used llama.cpp as a thin wrapper without communicating it properly and now has to differentiate somehow to start making money.

If you've ever used a terminal, use llama.cpp. You can also directly run models from llama.cpp afaik.

Re:A Guide to Local Coding Models by fenykep on Tuesday December 23, 2025 @08:19AM (#46365114)
Yes, I wanted to try it already but setting up an environment with an MI50 was a bit tricky so I wanted to try something I knew first. Now that I have ollama running I will give llama.cpp a shot.
Re:A Guide to Local Coding Models by ashirviskas on Tuesday December 23, 2025 @09:15AM (#46365469)
Ooh, I have experience with it. If you're on linux, just use Vulkan. If you face any other issues, just google my username + "MI50 32GB vbios reddit". It depends on which vBIOS you have, but that post on reddit has most of the info you may need. Good luck!