model-compression

6 projects share this GitHub topic

model-compression — Torch-Pruning ★3.3kmodel-compressionPretrained-Language-Model — ★3.2kDeepCache — ★970q-diffusion — ★377BERT-of-Theseus — ★316SVD-LLM — ★301Pretrained-Language-Mode…★ 3.2kDeepCache★ 970q-diffusion★ 377BERT-of-Theseus★ 316SVD-LLM★ 301

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
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
★ 3.2k
DeepCache
[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free
★ 970
q-diffusion
[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
★ 377
BERT-of-Theseus
⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module…
★ 316
SVD-LLM
[ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2
★ 301
🔗 Related families
knowledge-distillation 8efficient-inference 10stable-diffusion 118bert 81nlp 79

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