Repository navigation

efficient-inference

Website
Wikipedia

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

convolutional-neural-networks efficient-inference imagenet model-compression Tensorflow PyTorch ghostnet transformer pretrained-models vision-transformer

Python

4282

725

5 个月前

SqueezeAILab / LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

function-calling 大语言模型 llm-agent llm-agents parallel-function-call efficient-inference large-language-models llama llama2 llm-framework 自然语言处理 transformer

Python

1734

122

1 年前

snap-research / EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

深度学习 detection efficient-inference efficient-neural-networks PyTorch semantic-segmentation transformer imagenet transformers

Python

1065

2 年前

huawei-noah / AdderNet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

PyTorch imagenet convolutional-neural-networks cvpr2020 efficient-inference

Python

963

186

3 年前

horseee / DeepCache

[CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

diffusion-models efficient-inference model-compression stable-diffusion

Python

921

1 年前

VITA-Group / LightGaussian

[NeurIPS 2024 Spotlight]"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang

3d-reconstruction efficient-inference gaussian-splatting

Python

727

8 个月前

SqueezeAILab / SqueezeLLM

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

efficient-inference large-language-models 大语言模型 model-compression 自然语言处理 post-training-quantization quantization text-generation transformer llama localllm

Python

702

1 年前

Zhen-Dong / Awesome-Quantization-Papers

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

quantization Awesome Lists papers neural-networks model-compression edge-computing efficient-inference diffusion-models large-language-models

688

5 个月前

liuzhuang13 / slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

深度学习 convolutional-neural-networks efficient-inference

Lua

570

6 年前

SqueezeAILab / KVQuant

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

compression efficient-inference efficient-model large-language-models llama 大语言模型 localllama localllm mistral model-compression 自然语言处理 quantization text-generation transformer

Python

372

1 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

315

1 个月前

lucidrains / speculative-decoding

Explorations into some recent techniques surrounding speculative decoding

人工智能深度学习 efficient-inference transformers

Python

282

8 个月前

Picovoice / picollm

On-device LLM Inference Powered by X-Bit Quantization

大语言模型 compression efficient-inference gemma generative-ai language-model language-models llama llama2 llama3 mistral mixtral model-compression 自然语言处理 quantization 自托管 llm-inference

Python

266

13 天前

SYSU-SAIL / SMSR

[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference

super-resolution sparsity efficient-inference

Python

239

4 年前

xindongzhang / ELAN

[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution

efficient-inference super-resolution transformer

Python

229

3 年前

changlin31 / DS-Net

(CVPR 2021, Oral) Dynamic Slimmable Network

pruning network-pruning model-compression efficient-inference

Python

229

4 年前

czg1225 / AsyncDiff

[NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

diffusion-models distributed-computing efficient-inference stable-diffusion text-to-image text-to-video

Python

204

6 个月前

liuziwei7 / mobile-id

Deep Face Model Compression

机器视觉深度学习 face-recognition model-compression efficient-inference

MATLAB

195

100

7 年前

cure-lab / DeciWatch

[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"

3d-pose-estimation efficient-inference human-pose-estimation 深度学习 efficiency efficient-neural-networks pose-estimation PyTorch eccv eccv2022

Python

182

3 年前

SimonAytes / SoT

Official code repository for Sketch-of-Thought (SoT)

人工智能 efficient-inference 大语言模型 llm-inference prompting

Python

125

3 个月前