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distillation

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IntelLabs /distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research.https://intellabs.github.io/distiller

deep-neural-networks jupyter-notebook pytorch regularization pruning quantization group-lasso distillation onnx truncated-svd network-compression pruning-structures early-exit automl-for-compression

UpdatedApr 24, 2023
Jupyter Notebook

dkozlov /awesome-knowledge-distillation

Awesome Knowledge Distillation

deep-learning knowledge-distillation teacher-student knowledge-transfer co-training model-compression distillation kd knowldge-distillation distillation-model model-distillation

UpdatedMar 11, 2025

FLHonker /Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

deep-learning transfer-learning model-compression distillation kd knowldge-distillation

UpdatedMay 30, 2023

tangxyw /RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

reinforcement-learning match rank calibration recommendation-system cold-start papers multi-modal causal-inference multi-task fairness debias multi-scenario distillation diverse re-rank look-alike contrastive-learning pre-rank feedback-delay

UpdatedApr 30, 2025
Python

GMvandeVen /continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

deep-learning artificial-neural-networks replay incremental-learning variational-autoencoder generative-models lifelong-learning distillation continual-learning elastic-weight-consolidation replay-through-feedback icarl gradient-episodic-memory class-incremental-learning task-incremental-learning domain-incremental-learning

UpdatedApr 11, 2025
Jupyter Notebook

AberHu /Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

knowledge-distillation teacher-student knowledge-transfer model-compression distillation kd kd-methods

UpdatedNov 25, 2021
Python

airaria /TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

nlp knowledge pytorch bert distillation

UpdatedMay 8, 2023
Python

PaddlePaddle /PaddleSlim

PaddleSlim is an open-source library for deep model compression and architecture search.

sparsity compression detection transformer segmentation pruning quantization nas bert tensorrt distillation ernie yolov5 yolov6 yolov7

UpdatedDec 4, 2024
Python

ViTAE-Transformer /ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

deep-learning pytorch pose-estimation mae distillation self-supervised-learning vision-transformer

UpdatedJul 24, 2024
Python

Syencil /mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

pruning ncnn distillation yolov5 mobile-yolov5s

UpdatedSep 26, 2022
Jupyter Notebook

CLUEbenchmark /CLUEPretrainedModels

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

text-classification corpus dataset chinese semantic-similarity pretrained-models sentence-classification albert bert sentence-analysis distillation sentence-pairs roberta

UpdatedJul 8, 2020
Python

szq0214 /MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

pytorch imagenet model-architecture compression-algorithm pre-trained meal imagenet-dataset distillation resnet50 mobilenetv3 efficientnet distillation-model

UpdatedDec 24, 2021
Python

Tanuki /tanuki.py

Prompt engineering for developers

python ai tdd alignment distillation tanuki pydantic gpt-4 llm chat-gpt gpt-4-api ai-functions

UpdatedFeb 13, 2024
Python

segmind /distill-sd

Segmind Distilled diffusion

inference knowledge-distillation distillation stable-diffusion

UpdatedOct 18, 2023
Python

gojasper /flash-diffusion

⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation (AAAI 2025 Oral)

super-resolution text-to-image inpainting dit distillation diffusion-models sdxl

UpdatedMar 11, 2025
Python

thu-ml /ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd

UpdatedOct 15, 2023
Python

anarchy-ai /LLM-VM

irresponsible innovation. Try now athttps://chat.dev/

machine-learning deep-learning artificial-intelligence distillation distillation-model llm llm-agent llm-training llm-inference llm-local

UpdatedMay 14, 2024
Python

huggingface /optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

optimization intel transformers inference pruning quantization distillation onnx openvino diffusers

UpdatedMay 1, 2025
Jupyter Notebook

Zhen-Dong /HAWQ

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

pytorch quantization hessian 8-bit model-compression distillation tvm 4-bit mixed-precision tensorcore quantized-neural-networks hardware-aware efficient-neural-networks

UpdatedMay 15, 2023
Python

dotchen /LAV

(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.

prediction planning perception autonomous-driving imitation-learning distillation carla-simulator cvpr2022

UpdatedOct 13, 2022
Python

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