efficient-deep-learning · GitHub Topics

#大语言模型#[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

pruning model-compression efficient-deep-learning 大语言模型 transformers vision

Python 3.1 k

1 个月前

Efficient-ML / Awesome-Model-Quantization

#计算机科学#A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

深度学习 quantization Awesome Lists model-compression efficient-deep-learning model-quantization

2.17 k

5 个月前

AIoT-MLSys-Lab / Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey

generative-ai large-language-models machine-learning-systems efficient-deep-learning survey

1.2 k

1 个月前

MingSun-Tse / Efficient-Deep-Learning

#计算机科学#Collection of recent methods on (deep) neural network compression and acceleration.

model-compression network-pruning knowledge-distillation 深度学习深度神经网络 efficient-deep-learning

948

4 个月前

mryab / efficient-dl-systems

#计算机科学#Efficient Deep Learning Systems course materials (HSE, YSDA)

深度学习 efficient-deep-learning PyTorch CUDA distributed-training 机器学习 ml-infrastructure mlops

Jupyter Notebook 870

3 个月前

chaitjo / efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)

graph-neural-networks graph-representation-learning graph-convolutional-networks gnn efficient-deep-learning efficient-neural-networks scalable-deep-learning contrastive-learning knowledge-distillation

Python 532

2 年前

xuyang-liu16 / Awesome-Generation-Acceleration

📚 Collection of awesome generation acceleration resources.

diffusion-models efficient-deep-learning efficient-inference text-to-image text-to-video image-generation video-generation

300

1 个月前

VainF / Diff-Pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

diffusion-models network-pruning efficient-deep-learning model-compression PyTorch

Python 198

1 年前

Efficient-ML / Awesome-Efficient-AIGC

#大语言模型#A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcom...

aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models 大语言模型 model-compression model-quantization pruning Awesome Lists

186

6 个月前