Benchmarking Large Language Models for Automated Verilog RTL Code
Generation

Benchmarking Large Language Models for Automated Verilog RTL Code Generation

13 December 2022

Brendan Dolan-Gavitt

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Papers citing "Benchmarking Large Language Models for Automated Verilog RTL Code Generation"

18 / 18 papers shown

Title
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 110 3 0 15 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 109 1 0 11 Mar 2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model Yi Liu Changran Xu Yunhao Zhou Zhiyu Li Qiang Xu VLM 112 6 0 20 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao Mingxuan Yuan 105 2 0 17 Feb 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 184 8 0 28 Jan 2025
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets Ahmed Frikha Nassim Walha Ricardo Mendes Krishna Kanth Nakka Xue Jiang Xuebing Zhou 97 3 0 03 Jul 2024
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Mingyu Yan Xiaochun Ye 91 2 0 28 Jun 2024
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models Yuxuan Yin Yu Wang Boxun Xu Peng Li 90 19 0 26 Jun 2024
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 93 24 0 06 Oct 2023
Asleep at the Keyboard? Assessing the Security of GitHub Copilot's Code Contributions Hammond Pearce Baleegh Ahmad Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri SILM 80 421 0 20 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 233 5,635 0 07 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 452 2,113 0 31 Dec 2020
DAVE: Deriving Automatically Verilog from English Hammond Pearce Benjamin Tan Ramesh Karri 33 70 0 27 Aug 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 835 42,332 0 28 May 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 331 1,914 0 17 Sep 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
PrivMin: Differentially Private MinHash for Jaccard Similarity Computation Ziqi Yan Jiqiang Liu Gang Li Zhen Han Shuo Qiu 39 11 0 20 May 2017

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