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Yujie Pan's Projects

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

llm-awq icon llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

moebert icon moebert

This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).

nncf icon nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

optimum-intel icon optimum-intel

Accelerate inference of 🤗 Transformers with Intel optimization tools

q-align icon q-align

③[IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

sd-perf icon sd-perf

quick script to profile stable diffusion performance

sparsegpt icon sparsegpt

Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

starcoder icon starcoder

Home of StarCoder: fine-tuning & inference!

torchvision icon torchvision

Datasets, Transforms and Models specific to Computer Vision

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

wanda icon wanda

A simple and effective LLM pruning approach.

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