We introduce a taxonomy to categorize and discuss the recent developments in LLMs for code generation, covering aspects such as data curation, latest advances, performance evaluation, …
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. …
LLMs for Code Generation: A summary of the research on quality
Large language model (LLM) code generation uses generative AI, NLP, and ML algorithms to write software code based on natural language descriptions. Integrated into IDEs, these …
codefuse-ai/Awesome-Code-LLM - GitHub
This is the repo for our TMLR survey Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code - a comprehensive review of LLM researches for …
StarCoder: A State-of-the-Art LLM for Code - Hugging Face
May 4, 2023 · StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming …
Multi-stage guided code generation for Large Language Models
Jan 1, 2025 · Based on this, we propose a multi-stage guided code generation strategy that aims to gradually shorten the transformation distance between the problem description and the …
CodeT5+: Open Code Large Language Models - Salesforce
May 20, 2023 · TL;DR: CodeT5+ is a new family of open code large language models (LLMs) with improved model architectures and training techniques. CodeT5+ achieves the state-of-the-art …
The architecture of today’s LLM applications - The GitHub Blog
Oct 30, 2023 · In this post, we’ll cover five major steps to building your own LLM app, the emerging architecture of today’s LLM apps, and problem areas that you can start exploring …
Generative Architecture: Unleashing Architecture as Code Generation ...
Mar 7, 2025 · By treating architectural models, workflows, and system designs as code, we unlock version control, automation, and scalability, aligning closely with Infrastructure as Code (IaC) …
Exploring AI Code Generation in IBM’s Granite 3.0 models
Nov 4, 2024 · For code generation, Granite 3.0 models have the potential to offer a variety of capabilities that can help developers work faster and improve their productivity. In particular, …