Large language models like GitHub Copilot improved engineer productivity by reducing code iterations, showcasing the significance of advanced models like Codex by OpenAI.
Models like GitHub Copilot and AWS CodeWhisperer were only accessible through an API, lacking model checkpoints and transparency in data usage and training processes, hampering reproducibility.
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