DeepSeek Coder- AI Writes Code - LLM For Code Generation Beats ChatGPT, ChatDev & Code Llama
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Overview
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Explore the capabilities of DeepSeek Coder, an open-source AI model for code generation that claims to outperform ChatGPT, ChatDev, and Code Llama. Learn about its pre-training on 2 trillion tokens across 80+ programming languages, various model sizes, and 16K window size for project-level coding tasks. Watch as the video demonstrates DeepSeek Coder's abilities in writing simple functions, solving LeetCode problems of varying difficulty, generating a Flask web app, and creating a Flappy Bird game. Gain insights into this free LLM's performance and potential applications for both research and commercial use.
Syllabus
- Intro
- DeepSeek Coder Overview
- Models on HuggingFace
- Write Simple Python Functions
- Random Excuse Generator Censorship?
- Easy LeetCode Problem
- Medium LeetCode Problem
- Hard LeetCode Problem
- Build a Flask App
- Flappy Bird Game
- Conclusion
Taught by
Venelin Valkov
Reviews
5.0 rating, based on 2 Class Central reviews
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The DeepSeek Coder - AI Writes Code course provides an insightful and well-structured deep dive into the capabilities of the DeepSeek Coder model, particularly in the realm of LLM-based code generation. The course effectively compares DeepSeek Coder with other leading models such as ChatGPT, ChatDev, and Code Llama, highlighting its superior performance in terms of accuracy, efficiency, and contextual understanding in coding tasks.
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Good knowledge gained on Deepseek and its features. Gained some knowledge about developing a flappy bird game.