How would you best utilize a model like this for coding? I take it it's not meant for vibe coding a full app, and the reasoning probably makes it unsuitable for autocomplete. Would you use it to implement specific functions? I looked at one of the coding benchmarks used, Live Code Bench, and it seems to be problem descriptions with sample input and output, and then a solution with a single function or class.

Seems like a really good model to use in an IDE when you still want control over the code structure then.

Not sure if it's suited for that. If you read the article it's stated that it is basically a research project to see how far they can push it with small models.

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