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Awesome-Tensor-Decomposition Public
😎 A curated list of tensor decomposition resources for model compression.
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PhD_Thesis_Tracker Public
🕐 PhD Thesis Progress Tracker
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nanoBERT Public
A minimal, encoder-only BERT-like Transformer model implemented from scratch in PyTorch, designed for training on the SST-2 sentiment classification dataset from scratch, without pretraining.
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NORTON Public
🌠 Enhanced Network Compression Through Tensor Decompositions and Pruning
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awesome-kan Public
Forked from mintisan/awesome-kanA comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…
UpdatedFeb 14, 2025 -
sliming-ai.github.io Public
Forked from sliming-ai/sliming-ai.github.io🧠Singular values-driven automated filter pruning
JavaScript Apache License 2.0 UpdatedJan 2, 2025 -
vision-transformers-cifar10 Public
Forked from kentaroy47/vision-transformers-cifar10Let's train vision transformers (ViT) for cifar 10!
Python MIT License UpdatedDec 16, 2024 -
NORTON-clone Public
🌠 Enhanced network compression through tensor decompositions and pruning
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Awesome-Efficient-MoE Public
Forked from pprp/Awesome-Efficient-MoEMIT License UpdatedNov 21, 2024 -
Awesome-LoRA-Low-Rank-Adaptation Public
Forked from lliai/Awesome-LoRA-Low-Rank-AdaptationAwesome-Low-Rank-Adaptation
UpdatedNov 19, 2024 -
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ASVD4LLM Public
Forked from hahnyuan/ASVD4LLMActivation-aware Singular Value Decomposition for Compressing Large Language Models
Python MIT License UpdatedNov 6, 2024 -
SVD-LLM Public
Forked from AIoT-MLSys-Lab/SVD-LLMOfficial Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
Python Apache License 2.0 UpdatedOct 2, 2024 -
Awesome-LLM-Compression Public
Forked from HuangOwen/Awesome-LLM-CompressionAwesome LLM compression research papers and tools.
MIT License UpdatedOct 1, 2024 -
quantization Public
A curated list of quantization resources for network compression and acceleration.
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minGPT Public
Forked from karpathy/minGPTA minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Python MIT License UpdatedAug 15, 2024 -
Detectron2DeepSortPlus Public
✌️ Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset
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CXRAbnormalityLocalization Public
🫁 Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks
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CORING Public
💍 Efficient tensor decomposition-based filter pruning
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Awasome-Pruning Public
Forked from ghimiredhikura/Awasome-PruningAwasome Papers and Resources in Deep Neural Network Pruning with Source Code.
Creative Commons Zero v1.0 Universal UpdatedJun 13, 2024 -
HowToLiveLonger Public
Forked from geekan/HowToLiveLonger程序员延寿指南 | A programmer's guide to live longer
The Unlicense UpdatedMay 24, 2024 -
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PD-Quant Public
Forked from hustvl/PD-Quant[CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric
Python Apache License 2.0 UpdatedApr 26, 2024 -
Awesome-Quantization-Papers Public
Forked from Zhen-Dong/Awesome-Quantization-PapersList of papers related to neural network quantization in recent AI conferences and journals.
MIT License UpdatedApr 22, 2024 -
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tvdcn Public
Forked from inspiros/tvdcnTorchvision-like (Transposed) Deformable Convolution with both 1D, 2D, 3D operations.
C++ MIT License UpdatedMar 20, 2024 -
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deit Public
Forked from facebookresearch/deitOfficial DeiT repository
Python Apache License 2.0 UpdatedMar 15, 2024 -
owq Public
Forked from xvyaward/owqCode for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models".
Python UpdatedMar 7, 2024 -
FALCON Public
Forked from mazumder-lab/FALCONFLOP-aware Combinatorial Optimization Framework for Neural Network Pruning
UpdatedFeb 11, 2024