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Tiantian Han's Projects

netron icon netron

Visualizer for neural network, deep learning and machine learning models

nice icon nice

This code implements NICE papper

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

once-for-all icon once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

open_lth icon open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paddleslim icon paddleslim

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

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

powerinfer icon powerinfer

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

pwlq icon pwlq

Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

qa-lora icon qa-lora

Official PyTorch implementation of QA-LoRA

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