efficient-deep-learning

4 projects share this GitHub topic

efficient-deep-learning — Torch-Pruning ★3.3kefficient-deep-learningAwesome-Model-Quantization — ★2.4kEfficient-LLMs-Survey — ★1.3kAwesome-Generation-Acceleration — ★402Awesome-Model-Quantizati…★ 2.4kEfficient-LLMs-Survey★ 1.3kAwesome-Generation-Accel…★ 402

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members
Torch-Pruning
[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.
★ 3.3k
Awesome-Model-Quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model…
★ 2.4k
Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey
★ 1.3k
Awesome-Generation-Acceleration
📚 Collection of awesome generation acceleration resources.
★ 402
🔗 Related families
model-compression 19pruning 9vision 36quantization 51machine-learning-systems 5survey 55efficient-inference 10text-to-video 58

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.