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This is very convenient and nice! But I could not get it to work with the best small models available for Ollama for programming, like https://ollama.com/MFDoom/deepseek-coder-v2-tool-calling for example.


Thanks so much!

Was the model too big to run locally?

That’s one of the reasons I went with phi-4-mini - surprisingly high quality for its size and speed. It handled multi-step reasoning, math, structured data extraction, and code pretty well, all on modest hardware. Phi-1.5 / Phi-2 (quantized versions) also run on raspberry pi as others have demonstrated.


The models work fine with "ollama run" locally.

When trying out "phi4" locally with:

open-codex --provider ollama --full-auto --project-doc README.md --model phi4:latest

I get this error:

      OpenAI rejected the request. Error details: Status: 400, Code: unknown, Type: api_error, Message: 400
    registry.ollama.ai/library/phi4:latest does not support tools. Please verify your settings and try again.


That's a really old model now. Even the old Qwen 2.5 coder 32b model is better than DSv2


I want to add support for qwen 2.5 next


QwQ-32 might be worth looking into also, as a high level planning tool.


Thank you so much!


Hopefully Qwen 3 and maybe if we're lucky Qwen 3 Coder might be out this week too.



Thanks, I'll have a look




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