A Survey on Large Language Models for Code Generation
Jun 1, 2024 · We introduce a taxonomy to categorize and discuss the recent developments in LLMs for code generation, covering aspects such as data curation, latest advances, …
Top Code Generation LLMs in 2025: Which Models Are Best for …
This blog dives deep into the top code generation LLMs in 2025, comparing their technical capabilities, developer ergonomics, and real-world use cases , to help you choose the best …
LLMs for Code Generation: A summary of the research on quality
Large language model (LLM) code generation involves using generative AI (GenAI) to write software code. By leveraging natural language processing (NLP), machine learning (ML) …
The best Large Language Models (LLMs) for coding | TechRadar
Jul 16, 2025 · For this guide we tested several different LLMs that can be used for coding assistants to work out which ones present the best results for their given category.
Best LLMs for Coding (May 2025 Report)
May 2, 2025 · We aim to identify and evaluate models that offer the optimal balance of code generation accuracy, logical reasoning capabilities, contextual understanding within large …
Chain-of-Thought (CoT) prompts LLMs to sequentially generate reasoning steps from input to output. It was first introduced in PaLM: Scaling Language Modeling with Pathways.
Awesome-Code-LLM - GitHub
"Enhancing LLM Code Generation: A Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency" [2025-05] [paper]
The Top LLMs For Code Generation: 2024 Edition - Scribble Data
Today, Large Language Models (LLMs) are playing the part of that Matrix fantasy. They are the unseen, cerebral sidekicks to these street-smart developers, offering the coding chops on a …
Top 5 Open-Source LLMs for Coding: Ranked by Real Developer …
Apr 30, 2025 · Open-source LLMs are now real coding assistants. We tested 5 top models—here’s which ones truly perform when it comes to writing, debugging, and building UI. …
A Quick Guide To LLM Code Generation Technology And Its Limits
Aug 4, 2025 · Part of HackerNoon's growing list of open-source research papers, promoting free access to academic material. Abstract and 1 Introduction. 2. Prior conceptualisations of …