Xingyu Zheng

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authored 2 papers 9 days ago

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

Paper • 2409.16694 • Published Sep 25, 2024

An Empirical Study of Qwen3 Quantization

Paper • 2505.02214 • Published 12 days ago • 23

commented a paper 9 days ago

An Empirical Study of Qwen3 Quantization

Paper • 2505.02214 • Published 12 days ago • 23 •

1

updated a collection 9 days ago

Qwen3-Quantization

Collection

This is the official quantized models collection of Qwen3 Quantization • 43 items • Updated 4 days ago • 6

upvoted a paper 9 days ago

BinaryDM: Towards Accurate Binarization of Diffusion Model

Paper • 2404.05662 • Published Apr 8, 2024 • 1

upvoted a paper 10 days ago

An Empirical Study of Qwen3 Quantization

Paper • 2505.02214 • Published 12 days ago • 23

updated a collection 10 days ago

Qwen3-Quantization

Collection

This is the official quantized models collection of Qwen3 Quantization • 43 items • Updated 4 days ago • 6

upvoted a collection 13 days ago

Qwen3-Quantization

Collection

This is the official quantized models collection of Qwen3 Quantization • 43 items • Updated 4 days ago • 6

updated a model 10 months ago

Xingyu-Zheng/llama3-llava-next-8b-awq-w2-g128

Text Generation • Updated Jul 17, 2024 • 10

New activity in Efficient-ML/LLaMA-3-8B-SmoothQuant-4bit-4bit about 1 year ago

Why is this exactly the same size as the 8-bit one?

2

#1 opened about 1 year ago by

dagelf

updated 4 models about 1 year ago

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

Text Generation • Updated Apr 28, 2024 • 9

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

Text Generation • Updated Apr 26, 2024 • 13 • 2

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

Text Generation • Updated Apr 26, 2024 • 10 • 3

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

Updated Apr 25, 2024 • 5

upvoted a paper about 1 year ago

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

Paper • 2404.14047 • Published Apr 22, 2024 • 46

authored 3 papers about 1 year ago

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

Paper • 2402.05445 • Published Feb 8, 2024 • 1

BinaryDM: Towards Accurate Binarization of Diffusion Model

Paper • 2404.05662 • Published Apr 8, 2024 • 1

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

Paper • 2404.14047 • Published Apr 22, 2024 • 46

updated a model about 1 year ago

Efficient-ML/LLaMA-3-8B-SmoothQuant-8bit-8bit

Text Generation • Updated Apr 22, 2024 • 39