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Salesforce CodeGen Tutorial: Generate, Validate, and Rerank Python Functions With Unit Tests and Safety Checks

In this tutorial, we implement an end-to-end workflow for Salesforce CodeGen. We load a CodeGen model from Hugging Face, prepare it for code generation, and use it to generate Python functions from ...
note

When I ran the "Grug-12B" distillation of Gemma-4-12B, which "thinks briefly," on a coding benchmark, I encountered the paradox of token efficiency

This time, I'm looking at a model with a different character. Grug-12B—a so-called compact-reasoning model that fine-tuned google/gemma-4-12B-it to "shorten and densify inference traces." The author's ...
GitHub

python programs for practice

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GitHub

python-looping-statements-assignments

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