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afaik Ollama would fit that bill, but perhaps others can chime in. You could probably run it on your local computer with a small model based on CPU alone.
I haven’t sunk much time at it, but I’m not aware of any training data focusing on code only. There’s nothing preventing me from running with general purpose data, but I imagine I’d have a snappier response with a smaller, focused dataset, without losing accuracy.