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2212.11140
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Benchmarking Large Language Models for Automated Verilog RTL Code Generation
13 December 2022
Shailja Thakur
Baleegh Ahmad
Zhenxing Fan
Hammond Pearce
Benjamin Tan
Ramesh Karri
Brendan Dolan-Gavitt
S. Garg
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Papers citing
"Benchmarking Large Language Models for Automated Verilog RTL Code Generation"
23 / 23 papers shown
Title
Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors
Nicolas Dupuis
Ravi Nair
Shyam Ramji
Sean McClintock
Nishant Chauhan
Priyanka Nagpal
Bart Blaner
Ken Valk
Leon Stok
Ruchir Puri
24
0
0
14 May 2025
VeriDebug: A Unified LLM for Verilog Debugging via Contrastive Embedding and Guided Correction
N. Wang
Bingkun Yao
Jie Zhou
Yuchen Hu
Xi Wang
Nan Guan
Zhe Jiang
41
0
0
27 Apr 2025
Evolution of Optimization Algorithms for Global Placement via Large Language Models
Xufeng Yao
Jiaxi Jiang
Yuxuan Zhao
Peiyu Liao
Yibo Lin
Bei Yu
68
0
0
18 Apr 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Mayank Kumar
Jinbao Xue
Mengxin Zheng
Qian Lou
68
2
0
15 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness
Ce Guo
Tong Zhao
61
1
0
11 Mar 2025
Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment
Haoyuan Wu
Haisheng Zheng
Yuan Pu
Bei Yu
61
1
0
18 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
M. Yuan
60
1
0
17 Feb 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code
Shahin Honarvar
Mark van der Wilk
Alastair Donaldson
80
6
0
28 Jan 2025
DeepGate3: Towards Scalable Circuit Representation Learning
Zhengyuan Shi
Ziyang Zheng
Sadaf Khan
Qiang Xu
Min Li
Qiang Xu
GNN
AI4CE
44
9
0
15 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization
Yang Zhao
Di Huang
Chongxiao Li
Pengwei Jin
Muxin Song
...
Rui Zhang
Xingui Hu
Yunji Chen
Qi Guo
Xing Hu
73
22
0
15 Jul 2024
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets
Ahmed Frikha
Nassim Walha
Ricardo Mendes
K. K. Nakka
Xue Jiang
Xuebing Zhou
74
2
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
40
0
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
38
11
0
26 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
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation
S. A. Sheikholeslam
Andre Ivanov
29
0
0
25 May 2024
All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification
Deepak Narayan Gadde
Aman Kumar
Thomas Nalapat
Evgenii Rezunov
Fabio Cappellini
22
6
0
25 Mar 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance
Zehua Pei
Hui-Ling Zhen
M. Yuan
Yu Huang
Bei Yu
32
56
0
03 Feb 2024
LLM4SecHW: Leveraging Domain Specific Large Language Model for Hardware Debugging
Weimin Fu
Kaichen Yang
R. Dutta
Xiaolong Guo
Gang Qu
27
24
0
28 Jan 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
26
20
0
06 Oct 2023
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
Yonggan Fu
Yongan Zhang
Zhongzhi Yu
Sixu Li
Zhifan Ye
Chaojian Li
Cheng Wan
Ying Lin
46
64
0
19 Sep 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
Xiaowei Huang
Wenjie Ruan
Wei Huang
Gao Jin
Yizhen Dong
...
Sihao Wu
Peipei Xu
Dengyu Wu
André Freitas
Mustafa A. Mustafa
ALM
45
83
0
19 May 2023
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
282
2,000
0
31 Dec 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
245
1,833
0
17 Sep 2019
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