✨From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence
📝 Summary:
This paper provides a practical guide to code LLMs, covering their lifecycle from data to deployment. It examines techniques, analyzes various models, and discusses real-world challenges like correctness and security. Experiments on pre-training and fine-tuning are included.
🔹 Publication Date: Published on Nov 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.18538
• PDF: https://arxiv.org/pdf/2511.18538
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For more data science resources:
✓ https://t.me/DataScienceT
#CodeLLMs #AI #MachineLearning #SoftwareEngineering #FoundationModels
📝 Summary:
This paper provides a practical guide to code LLMs, covering their lifecycle from data to deployment. It examines techniques, analyzes various models, and discusses real-world challenges like correctness and security. Experiments on pre-training and fine-tuning are included.
🔹 Publication Date: Published on Nov 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.18538
• PDF: https://arxiv.org/pdf/2511.18538
==================================
For more data science resources:
✓ https://t.me/DataScienceT
#CodeLLMs #AI #MachineLearning #SoftwareEngineering #FoundationModels