Efficient Intelligence and Systems

Efficient-ML's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

HaotongQin 

authored 9 papers about 1 month ago

How Good is Google Bard's Visual Understanding? An Empirical Study on Open Challenges

Paper • 2307.15016 • Published Jul 27, 2023

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

Paper • 2402.05445 • Published Feb 8, 2024

BiBERT: Accurate Fully Binarized BERT

Paper • 2203.06390 • Published Mar 12, 2022

DB-LLM: Accurate Dual-Binarization for Efficient LLMs

Paper • 2402.11960 • Published Feb 19, 2024 • 2

OHQ: On-chip Hardware-aware Quantization

Paper • 2309.01945 • Published Sep 5, 2023 • 1

BinaryDM: Towards Accurate Binarization of Diffusion Model

Paper • 2404.05662 • Published Apr 8, 2024

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

Paper • 2405.14917 • Published May 23, 2024 • 1

BiBench: Benchmarking and Analyzing Network Binarization

Paper • 2301.11233 • Published Jan 26, 2023

A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms

Paper • 2409.16694 • Published Sep 25, 2024

AaronHuangWei 

authored a paper 2 months ago

VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection

Paper • 2411.14794 • Published Nov 22, 2024 • 13

AaronHuangWei 

authored a paper 4 months ago

MC-MoE: Mixture Compressor for Mixture-of-Experts LLMs Gains More

Paper • 2410.06270 • Published Oct 8, 2024 • 1

chhhhhhh 

authored 2 papers 7 months ago

DB-LLM: Accurate Dual-Binarization for Efficient LLMs

Paper • 2402.11960 • Published Feb 19, 2024 • 2

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published Apr 22, 2024 • 45

Macaronlin 

updated a model 8 months ago

Efficient-ML/LLaMA-3-70B-GPTQ-4bit-b128

Updated Jun 4, 2024 • 2

AaronHuangWei 

authored a paper 9 months ago

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models

Paper • 2405.14917 • Published May 23, 2024 • 1

Xingyu-Zheng 

updated a model 9 months ago

Efficient-ML/LLaMA-3-8B-AWQ-4bit-b128

Text Generation • Updated Apr 28, 2024 • 7

Xingyu-Zheng 

updated 3 models 10 months ago

Efficient-ML/LLaMA-3-8B-DB-LLM-2bit-fake

Text Generation • Updated Apr 26, 2024 • 7 • 2

Efficient-ML/LLaMA-3-8B-QuIP-2bit

Text Generation • Updated Apr 26, 2024 • 9 • 3

Efficient-ML/LLaMA-3-8B-IR-QLoRA

Updated Apr 25, 2024 • 4

Xingyu-Zheng 

authored a paper 10 months ago

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

Paper • 2402.05445 • Published Feb 8, 2024