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Topic: pruning
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datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Stack
Jupyter Notebook
GitHub topics
#bert #chatgpt #cnn #deep-learning #diffusion #gan
Updated
2025-11-23
Lists
2 list mentions
First commit
2019-04-04
History
8 history points
License
NOASSERTION
Issues
2 open
Sign in to like datawhalechina/leedl-tutorial
16,789
stars
Forks
3,100
Commits
608 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GitHub
VainF/Torch-Pruning

[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

Stack
Python pip
GitHub topics
#efficient-deep-learning #llm #model-compression #pruning #transformers #vision
Updated
2025-09-07
Lists
1 list mention
First commit
2019-12-15
History
1 history point
License
MIT
Issues
339 open
Sign in to like VainF/Torch-Pruning
3,355
stars
Forks
387
Commits
1,516 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
intel/neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

AI dev
Stack
Python pytest PEP 517 pip
GitHub topics
#auto-tuning #awq #fp4 #gptq #int4 #int8
Updated
2026-09-05
Lists
1 list mention
First commit
2020-06-16
History
1 history point
License
Apache-2.0
Issues
25 open
Sign in to like intel/neural-compressor
2,707
stars
Forks
322
Commits
4,134 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
peremartra/Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

Stack
Jupyter Notebook
GitHub topics
#chatbots #fine-tuning-llm #hf #huggingface #langchain #large-language-models
Updated
2026-05-28
Lists
1 list mention
First commit
2023-05-01
History
7 history points
License
MIT
Issues
0 open
Sign in to like peremartra/Large-Language-Model-Notebooks-Course
1,824
stars
Forks
449
Commits
776 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub