OpenGVLab/EfficientQAT

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[ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models

Stars: 351
Forks: 38
Open beginner issues: 1
Indexed issues: 13

Dominant language: Python
License: MIT
Last GitHub push: Apr 10, 2026
Latest indexed: Sep 21, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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Block‑AP Training Performance on H100 Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

OpenGVLab/EfficientQAT#34 · Opened Jan 19, 2026
About training setting of Llama3-8B Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

OpenGVLab/EfficientQAT#33 · Opened Dec 24, 2025
about the training data format of e2e training Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

OpenGVLab/EfficientQAT#32 · Opened Dec 2, 2025
In main_e2e_qp.py, the default value of max_steps must be set to -1! Open

Difficulty 1/5 Under an hour Newbie friendliness 78/100

OpenGVLab/EfficientQAT#31 · Opened Nov 12, 2025
About Dataset Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenGVLab/EfficientQAT#30 · Opened Aug 14, 2025
How are the quantization parameters of block_ap passed to the e2e-qp stage? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

OpenGVLab/EfficientQAT#29 · 4 comments · Opened May 26, 2025
Release artifacts (models, dataset) on Hugging Face Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

OpenGVLab/EfficientQAT#28 · 1 comment · Opened May 20, 2025
colab t4 Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

OpenGVLab/EfficientQAT#27 · Opened Feb 24, 2025
其它模型是否支持？ Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenGVLab/EfficientQAT#26 · 1 comment · Opened Dec 3, 2024
Llava 1.6 Instruction Finetuning Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

OpenGVLab/EfficientQAT#25 · 2 comments · Opened Nov 28, 2024
Is 7B llama speed expected to be slow? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

OpenGVLab/EfficientQAT#19 · 2 comments · Opened Aug 30, 2024
why model output is too much slow? Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

OpenGVLab/EfficientQAT#18 · 1 comment · Opened Aug 27, 2024
GGUF Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

OpenGVLab/EfficientQAT#3 · 8 comments · 3 reactions · Opened Jul 26, 2024

OpenGVLab/EfficientQAT

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