VerilogEval: Evaluating Large Language Models for Verilog Code Generation

14 September 2023

Papers citing "VerilogEval: Evaluating Large Language Models for Verilog Code Generation"

35 / 85 papers shown

Title
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Xiaochun Ye Dongrui Fan 30 0 0 28 Jun 2024
AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation Vaishnavi Pulavarthi Deeksha Nandal Soham Dan Debjit Pal 27 7 0 26 Jun 2024
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models Yuxuan Yin Yu Wang Boxun Xu Peng Li 30 9 0 26 Jun 2024
Can Low-Rank Knowledge Distillation in LLMs be Useful for Microelectronic Reasoning? N. Rouf Fin Amin Paul D. Franzon 31 0 0 19 Jun 2024
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis Zongyue Qin Yunsheng Bai Atefeh Sohrabizadeh Zijian Ding Ziniu Hu Yizhou Sun Jason Cong 23 1 0 13 Jun 2024
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation Guojin Chen Keren Zhu Seunggeun Kim Hanqing Zhu Yao Lai Bei Yu David Z. Pan 21 6 0 07 Jun 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 24 6 0 06 Jun 2024
RTL-Repo: A Benchmark for Evaluating LLMs on Large-Scale RTL Design Projects Ahmed Allam Mohamed Shalan 33 14 0 27 May 2024
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation S. A. Sheikholeslam Andre Ivanov 16 0 0 25 May 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu David Z. Pan Ping Luo 35 26 0 23 May 2024
Automated Hardware Logic Obfuscation Framework Using GPT B. S. Latibari Sujan Ghimire Muhtasim Alam Chowdhury Najmeh Nazari Kevin Immanuel Gubbi Houman Homayoun Avesta Sasan Soheil Salehi 21 5 0 20 May 2024
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust Zeng Wang Lilas Alrahis Likhitha Mankali J. Knechtel Ozgur Sinanoglu 34 9 0 11 May 2024
EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD Bing-Yue Wu Utsav Sharma Sai Rahul Dhanvi Kankipati Ajay Yadav Bintu Kappil George Sai Ritish Guntupalli Austin Rovinski V. A. Chhabria 31 6 0 04 May 2024
Evolutionary Large Language Models for Hardware Security: A Comparative Survey Mohammad Akyash Hadi M Kamali 32 8 0 25 Apr 2024
Evaluating LLMs for Hardware Design and Test Jason Blocklove Siddharth Garg Ramesh Karri Hammond Pearce 32 6 0 23 Apr 2024
Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance Amit Sharma Teodor-Dumitru Ene K. Kunal Mingjie Liu Zafar Hasan Haoxing Ren 27 1 0 12 Apr 2024
CreativEval: Evaluating Creativity of LLM-Based Hardware Code Generation Matthew DeLorenzo Vasudev Gohil Jeyavijayan Rajendran 16 11 0 12 Apr 2024
A Multi-Expert Large Language Model Architecture for Verilog Code Generation Bardia Nadimi Hao Zheng 26 3 0 11 Apr 2024
From English to ASIC: Hardware Implementation with Large Language Model Emil Goh Maoyang Xiang I-Chyn Wey T. Teo 28 6 0 11 Mar 2024
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS Matthew DeLorenzo A. B. Chowdhury Vasudev Gohil Shailja Thakur Ramesh Karri Siddharth Garg Jeyavijayan Rajendran 26 25 0 05 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 22 53 0 03 Feb 2024
Can Large Language Models Write Parallel Code? Daniel Nichols Joshua H. Davis Zhaojun Xie Arjun Rajaram A. Bhatele LRM ELM ALM 11 21 0 23 Jan 2024
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu M. Yuan Junchi Yan 26 29 0 28 Dec 2023
Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis Kiran Thorat Jiahui Zhao Yaotian Liu Hongwu Peng Xi Xie Bin Lei Jeff Zhang Caiwen Ding 29 8 0 02 Dec 2023
Leveraging High-Level Synthesis and Large Language Models to Generate, Simulate, and Deploy a Uniform Random Number Generator Hardware Design James Timothy Meech 13 5 0 06 Nov 2023
ChipNeMo: Domain-Adapted LLMs for Chip Design Mingjie Liu Teodor-Dumitru Ene Robert M. Kirby Chris Cheng N. Pinckney ... Pratik P Suthar Varun Tej Walker J. Turner Kaizhe Xu Haoxin Ren 37 138 0 31 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 54 41 0 09 Oct 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 29 130 0 28 Jul 2023
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design Jason Blocklove S. Garg Ramesh Karri Hammond Pearce 38 164 0 22 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 209 2,232 0 22 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 237 588 0 14 Jul 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 194 614 0 20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 190 853 0 09 Feb 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 245 1,977 0 31 Dec 2020