Jan 31, 2025 · TLDR: I’ve tested 17 LLMs against 4 typed programming languages to see which excels at what. The biggest takeaways are that there is a huge gap between the same LLM …

1 day ago · Explore the leaderboard and compare AI models by context window, speed, and price. Access benchmarks for LLMs like GPT-4o, Llama, o1, Gemini, and Claude.

HumanEval (Chen et al., 2021) is the most widely-recognized research benchmark for code generation. the first major code-specific LLM. HumanEval is 164 handwritten programming …

Dec 30, 2024 · The performance of seven large language models (LLMs) in generating programming code using various prompt strategies, programming languages, and task …

StarCoder is a state-of-the-art LLM for code, developed by Hugging Face and ServiceNow as part of the BigCode Initiative. It is trained on permissively licensed data from over 80 programming …

Mar 20, 2024 · So, before you ask an LLM to write code, you tell it — at inference time — everything it needs to know about the programming language you want to use. In theory, the …

Jun 5, 2024 · In this post I would like to discuss on why and how we can build a knowledge graph over a codebase for LLM to reason over it. The knowledge graph can be used in Retrieval …

The Graph shows which programming languages are linked to the largest number of programming languages around today. The node with large number of edges represents the number of …

May 11, 2025 · As hardware design complexity escalates, there is an urgent need for advanced automation in electronic design automation (EDA). Traditional register transfer level (RTL) …

Sep 1, 2023 · LLMs have revolutionized code generation, showcasing their prowess in understanding programming languages such as Python and Java. This dominance stems from …