😎 A curated list of tensor decomposition resources for model compression.
☆105Jan 10, 2026Updated last month
Alternatives and similar repositories for Awesome-Tensor-Decomposition
Users that are interested in Awesome-Tensor-Decomposition are comparing it to the libraries listed below
Sorting:
- Efficient tensor decomposition-based filter pruning☆33Jul 23, 2025Updated 7 months ago
- 🫁 Chest X-ray abnormalities localization via ensemble of deep convolutional neural networks☆31Jun 28, 2024Updated last year
- [ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)☆22May 24, 2023Updated 2 years ago
- [IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis☆31Aug 21, 2024Updated last year
- ☆13Sep 25, 2023Updated 2 years ago
- Official code for the paper "HEXA-MoE: Efficient and Heterogeneous-Aware MoE Acceleration with Zero Computation Redundancy"☆15Mar 6, 2025Updated last year
- Python code and data for "Attention-Guided Low-Rank Tensor Completion", IEEE TPAMI 2024☆14Jun 17, 2025Updated 8 months ago
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- ☆161Nov 1, 2021Updated 4 years ago
- A collection of tensor completion algorithms☆23Apr 18, 2021Updated 4 years ago
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆282Aug 28, 2025Updated 6 months ago
- Smooth integration of tensor networks in machine learning☆49Feb 18, 2026Updated 2 weeks ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆20Feb 16, 2024Updated 2 years ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Feb 26, 2025Updated last year
- Torch2Chip (MLSys, 2024)☆55Apr 2, 2025Updated 11 months ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆72Mar 25, 2025Updated 11 months ago
- Auto^6ML is a jittor library allowing users to achieve machine learning automation.☆26Sep 28, 2024Updated last year
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Jun 25, 2024Updated last year
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆31Mar 12, 2024Updated last year
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆77Feb 26, 2026Updated last week
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆32Sep 26, 2025Updated 5 months ago
- a Matlab Toolbox for Tensor Network Decomposition☆10Jan 21, 2024Updated 2 years ago
- ☆37Dec 2, 2024Updated last year
- Pseudospectral PDE solver☆12Jun 24, 2025Updated 8 months ago
- Offline Particle Tracking Project for ROMS output. Based on LTRANS☆10Dec 10, 2025Updated 2 months ago
- An extention of pytorch for low precision training / inference☆10Aug 28, 2023Updated 2 years ago
- ☆38Aug 4, 2016Updated 9 years ago
- Extending BookSim2.0 and HotSpot6.0 for Power, Performance and Thermal evaluation of 3D NoC Architectures☆12Aug 9, 2019Updated 6 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year
- [ACL2025 Oral🔥]Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling☆22Nov 11, 2025Updated 3 months ago
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated last year
- Benchmark dataset for the paper "Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with …☆23May 20, 2025Updated 9 months ago
- The ERSN-OpenMC-Py is a graphical user interface specifically designed to streamline the use of the OpenMC code. It provides a user-frie…☆11Feb 24, 2024Updated 2 years ago
- Official implementation of the ICLR'25 paper "QERA: an Analytical Framework for Quantization Error Reconstruction".☆13Feb 4, 2025Updated last year
- Verilog bit slicing for python☆10May 13, 2021Updated 4 years ago
- ☆10Apr 2, 2024Updated last year
- Quantum simulator of qudits☆18Aug 19, 2025Updated 6 months ago
- ☆10Nov 25, 2022Updated 3 years ago
- Python GUI for differential forms☆13Oct 14, 2023Updated 2 years ago