model-compression

10 projets partagent ce topic GitHub

Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.

🧬 Membres

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

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

Awesome-Quantization-Papers

List of papers related to neural network quantization in recent AI conferences and journals.

[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

On-device LLM Inference Powered by X-Bit Quantization

BERT-of-Theseus

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module…

[ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2

🔗 Familles voisines

quantization 36 efficient-inference 10 localllm 6 text-generation 16 transformer 59 compression 21 mistral 42 pruning 5

Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.