model-compression

11 projects share this GitHub topic

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🧬 Members

[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

Awesome-Efficient-dLLMs

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

★ 150 · GitHub ↗

🔗 Related families

quantization 41 efficient-inference 11 efficient-deep-learning 4 localllm 6 post-training-quantization 4 small-models 4 text-generation 17 transformer 62

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