model-compression

11 proyectos comparten este topic de GitHub

Las líneas conectan a los miembros que están mediblemente relacionados entre sí. El tamaño de los puntos refleja las estrellas.

🧬 Miembros

Torch-Pruning

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

★ 3.4k

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.

★ 855

SqueezeLLM

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

★ 725

KVQuant

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

★ 437

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

★ 307

Awesome-Efficient-dLLMs

[EMNLP 2026] 📚 A curated list of Awesome Efficient dLLMs Papers with Codes

★ 150 · GitHub ↗

Medido a partir de los temas de GitHub compartidos por ambos proyectos, ponderado por cuán raros son cada uno de los temas.