model-compression
10 projects share this GitHub topic
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🧬 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
Awesome-Quantization-Papers
List of papers related to neural network quantization in recent AI conferences and journals.
★ 848
SqueezeLLM
[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
★ 723
KVQuant
[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
★ 433
q-diffusion
[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
★ 377
picollm
On-device LLM Inference Powered by X-Bit Quantization
★ 317
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
★ 305
🔗 Related families
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