Alert button
Picture for Yunchen Zhang

Yunchen Zhang

Alert button

LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models

Add code
Bookmark button
Alert button
May 09, 2024
Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao

Viaarxiv icon

TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise

Add code
Bookmark button
Alert button
Oct 31, 2023
Nan He, Hanyu Lai, Chenyang Zhao, Zirui Cheng, Junting Pan, Ruoyu Qin, Ruofan Lu, Rui Lu, Yunchen Zhang, Gangming Zhao, Zhaohui Hou, Zhiyuan Huang, Shaoqing Lu, Ding Liang, Mingjie Zhan

Figure 1 for TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
Figure 2 for TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
Figure 3 for TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
Figure 4 for TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
Viaarxiv icon

SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency

Add code
Bookmark button
Alert button
Jul 01, 2023
Yan Wang, Yuhang Li, Ruihao Gong, Aishan Liu, Yanfei Wang, Jian Hu, Yongqiang Yao, Yunchen Zhang, Tianzi Xiao, Fengwei Yu, Xianglong Liu

Figure 1 for SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency
Figure 2 for SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency
Figure 3 for SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency
Figure 4 for SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency
Viaarxiv icon

Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling

Add code
Bookmark button
Alert button
Apr 18, 2023
Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu

Figure 1 for Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Figure 2 for Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Figure 3 for Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Figure 4 for Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Viaarxiv icon

Cross-View Hierarchy Network for Stereo Image Super-Resolution

Add code
Bookmark button
Alert button
Apr 13, 2023
Wenbin Zou, Hongxia Gao, Liang Chen, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan

Figure 1 for Cross-View Hierarchy Network for Stereo Image Super-Resolution
Figure 2 for Cross-View Hierarchy Network for Stereo Image Super-Resolution
Figure 3 for Cross-View Hierarchy Network for Stereo Image Super-Resolution
Figure 4 for Cross-View Hierarchy Network for Stereo Image Super-Resolution
Viaarxiv icon

Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

Add code
Bookmark button
Alert button
Sep 27, 2022
Xiuying Wei, Yunchen Zhang, Xiangguo Zhang, Ruihao Gong, Shanghang Zhang, Qi Zhang, Fengwei Yu, Xianglong Liu

Figure 1 for Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
Figure 2 for Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
Figure 3 for Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
Figure 4 for Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
Viaarxiv icon

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results

Add code
Bookmark button
Alert button
Aug 25, 2022
Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng

Figure 1 for AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
Figure 2 for AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
Figure 3 for AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
Figure 4 for AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
Viaarxiv icon

Self-Calibrated Efficient Transformer for Lightweight Super-Resolution

Add code
Bookmark button
Alert button
Apr 19, 2022
Wenbin Zou, Tian Ye, Weixin Zheng, Yunchen Zhang, Liang Chen, Yi Wu

Figure 1 for Self-Calibrated Efficient Transformer for Lightweight Super-Resolution
Figure 2 for Self-Calibrated Efficient Transformer for Lightweight Super-Resolution
Figure 3 for Self-Calibrated Efficient Transformer for Lightweight Super-Resolution
Figure 4 for Self-Calibrated Efficient Transformer for Lightweight Super-Resolution
Viaarxiv icon

Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle

Add code
Bookmark button
Alert button
Mar 17, 2022
Tian Ye, Yun Liu, Yunchen Zhang, Sixiang Chen, Erkang Chen

Figure 1 for Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle
Figure 2 for Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle
Figure 3 for Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle
Figure 4 for Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle
Viaarxiv icon

Do Prompts Solve NLP Tasks Using Natural Language?

Add code
Bookmark button
Alert button
Mar 02, 2022
Sen Yang, Yunchen Zhang, Leyang Cui, Yue Zhang

Figure 1 for Do Prompts Solve NLP Tasks Using Natural Language?
Figure 2 for Do Prompts Solve NLP Tasks Using Natural Language?
Figure 3 for Do Prompts Solve NLP Tasks Using Natural Language?
Figure 4 for Do Prompts Solve NLP Tasks Using Natural Language?
Viaarxiv icon