GitHub - deepseek-ai/DeepSeek-Coder: DeepSeek Coder: Let the Code Write Itself

Primary Areas of Business Challenges Addressed by GitHub Copilot

• Developer efficiency and productivity : Improving developer speed and reducing code creation time are central goals. The LLM aims to suggest code completions, functions, and tests, alleviating repetitive tasks and accelerating development cycles.


• Code correctness and security : The L

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The first AI Agent built for professional software engineers and large codebases

The way you taught chain-of-thought before was with supervised fine tuning (SFT). During training, you have to rate every sentence of reasoning the model writes, many times, to nudge it to reason correctly.

But this approach to teach chain-of-thought doesn’t do that. In this post, they take a small model (7B) that already knows math. Then they give ... See more

Many of these projects are saving time by training on small, highly curated datasets. This suggests there is some flexibility in data scaling laws. The existence of such datasets follows from the line of thinking in Data Doesn't Do What You Think, and they are rapidly becoming the standard way to do training outside Google