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ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness

11 March 2025

Papers citing "ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness"

27 / 27 papers shown

Title
Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective Intelligence Haiyan Qin Jiahao Feng Xiaotong Feng Wei W. Xing Wang Kang 99 0 0 20 Apr 2025
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 226 1,038 0 25 Oct 2024
Qwen2.5-Coder Technical Report Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu ... Fei Huang Xingzhang Ren Xuancheng Ren Jingren Zhou Junyang Lin OSLM 115 336 0 18 Sep 2024
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs Mingzhe Gao Jieru Zhao Zhe Lin Wenchao Ding Xiaofeng Hou Yu Feng Chao Li Minyi Guo OffRL 67 17 0 21 Jul 2024
Large Language Model for Verilog Generation with Code-Structure-Guided Reinforcement Learning N. Wang Bingkun Yao Jie Zhou Xi Wang Zhe Jiang Nan Guan OffRL ALM 102 1 0 21 Jul 2024
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation Prashanth Vijayaraghavan Luyao Shi S. Ambrogio C. Mackin Apoorva Nitsure David Beymer Ehsan Degan 74 8 0 06 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 120 199 0 01 Jun 2024
A Multi-Expert Large Language Model Architecture for Verilog Code Generation Bardia Nadimi Hao Zheng 61 18 0 11 Apr 2024
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 110 2,246 0 10 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 268 1,908 0 28 Sep 2023
VerilogEval: Evaluating Large Language Models for Verilog Code Generation Mingjie Liu N. Pinckney Brucek Khailany Haoxing Ren 89 184 0 14 Sep 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 140 2,085 0 24 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 127 137 0 14 Aug 2023
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model Yao Lu Shang Liu Qijun Zhang Zhiyao Xie LRM 66 118 0 10 Aug 2023
VeriGen: A Large Language Model for Verilog Code Generation Shailja Thakur Baleegh Ahmad Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri S. Garg 101 169 0 28 Jul 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 124 781 0 09 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 256 955 0 02 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,472 0 27 Feb 2023
Benchmarking Large Language Models for Automated Verilog RTL Code Generation Shailja Thakur Baleegh Ahmad Zhenxing Fan Hammond Pearce Benjamin Tan Ramesh Karri Brendan Dolan-Gavitt S. Garg 57 141 0 13 Dec 2022
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation Yuhang Lai Chengxi Li Yiming Wang Tianyi Zhang Ruiqi Zhong Luke Zettlemoyer Scott Yih Daniel Fried Si-yi Wang Tao Yu ELM ALM 91 339 0 18 Nov 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 87 652 0 12 Apr 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 533 6,301 0 05 Apr 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis Erik Nijkamp Bo Pang Hiroaki Hayashi Lifu Tu Haiquan Wang Yingbo Zhou Silvio Savarese Caiming Xiong ELM 159 1,040 0 25 Mar 2022
Measuring Mathematical Problem Solving With the MATH Dataset Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang Basel Alomair Jacob Steinhardt ReLM FaML 194 2,407 0 05 Mar 2021
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan M. Zhou Ambrosio Blanco Shuai Ma ELM 121 542 0 22 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 892 42,463 0 28 May 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017