Papers citing "ChipNeMo: Domain-Adapted LLMs for Chip Design"

34 / 84 papers shown

Title
Logic Synthesis with Generative Deep Neural Networks Xihan Li Xing Li Lei Chen Xing Zhang M. Yuan Jun Wang NAI 26 3 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
Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination Luyao Shi Michael A. Kazda Bradley Sears Nick Shropshire Ruchir Puri 39 4 0 03 Jun 2024
RTL-Repo: A Benchmark for Evaluating LLMs on Large-Scale RTL Design Projects Ahmed Allam Mohamed Shalan 35 14 0 27 May 2024
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence Jiawei Shao Jingwen Tong Qiong Wu Wei Guo Zijian Li Zehong Lin Jun Zhang 34 26 0 27 May 2024
Automatically Generating Numerous Context-Driven SFT Data for LLMs across Diverse Granularity Shanghaoran Quan 43 4 0 26 May 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu Yao Lai Ping Luo 46 29 0 23 May 2024
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang 32 33 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 46 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 39 9 0 04 May 2024
Evolutionary Large Language Models for Hardware Security: A Comparative Survey Mohammad Akyash Hadi M Kamali 36 11 0 25 Apr 2024
Evaluating LLMs for Hardware Design and Test Jason Blocklove Siddharth Garg Ramesh Karri Hammond Pearce 40 7 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 33 11 0 12 Apr 2024
Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework Kaiyan Chang Kun Wang Nan Yang Ying Wang Dantong Jin ... Mengdi Wang Shengwen Liang Yinhe Han Huawei Li Xiaowei Li 33 33 0 17 Mar 2024
Circuit Transformer: A Transformer That Preserves Logical Equivalence Xihan Li Xing Li Lei Chen Xing Zhang Mingxuan Yuan Jun Wang 18 0 0 14 Mar 2024
Breeze-7B Technical Report Chan-Jan Hsu Chang-Le Liu Feng-Ting Liao Po-Chun Hsu Yi-Chang Chen Da-shan Shiu 26 2 0 05 Mar 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 54 129 0 27 Feb 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 31 0 05 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 32 54 0 03 Feb 2024
Improving Domain Adaptation through Extended-Text Reading Comprehension Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang AI4CE 35 10 0 14 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 34 33 0 28 Dec 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 61 46 0 09 Oct 2023
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 19 0 06 Oct 2023
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging Zachary Englhardt R. Li Dilini Nissanka Zhihan Zhang Girish Narayanswamy Joseph Breda Xin Liu Shwetak N. Patel Vikram Iyer 27 17 0 07 Jul 2023
Chip-Chat: Challenges and Opportunities in Conversational Hardware Design Jason Blocklove S. Garg Ramesh Karri Hammond Pearce 45 168 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 298 2,232 0 22 Mar 2023
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning Rajarshi Roy Jonathan Raiman Neel Kant Ilyas Elkin Robert M. Kirby Michael Siu S. Oberman Saad Godil Bryan Catanzaro 35 38 0 14 May 2022
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 319 11,953 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization Fajri Koto Jey Han Lau Timothy Baldwin VLM 55 82 0 10 Sep 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 261 1,996 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 1,821 0 17 Sep 2019
NeMo: a toolkit for building AI applications using Neural Modules Oleksii Kuchaiev Jason Chun Lok Li Huyen Nguyen Oleksii Hrinchuk Ryan Leary ... Jack Cook P. Castonguay Mariya Popova Jocelyn Huang Jonathan M. Cohen 211 292 0 14 Sep 2019