Alternatives and similar repositories for Awesome-Tensor-Decomposition

Users that are interested in Awesome-Tensor-Decomposition are comparing it to the libraries listed below

• tnbar / awesome-tensorial-neural-networks
  A thoroughly investigated survey for tensorial neural networks.
  ☆136Updated 6 months ago
• OPTML-Group / DeepZero
  [ICLR'24] "DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training" by Aochuan Chen*, Yimeng Zhang*, Jinghan Jia, James Di…
  ☆62Updated 9 months ago
• wangqinsi1 / Dobi-SVD
  Official code implementation for 2025 ICLR accepted paper "Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
  ☆34Updated 3 months ago
• imagination-research / EEP
  Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
  ☆18Updated 7 months ago
• yifanycc / loretta
  [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
  ☆35Updated 6 months ago
• ZO-Bench / ZO-LLM
  [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".
  ☆105Updated last week
• zoq / Awesome-Optimizer
  Collect optimizer related papers, data, repositories
  ☆92Updated 8 months ago
• cjyaras / deep-lora-transformers
  Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)
  ☆13Updated 11 months ago
• colehawkins / bayesian-tensor-rank-determination
  ☆13Updated 3 years ago
• stephenqz / OATS
  Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition
  ☆13Updated 2 months ago
• Qualcomm-AI-research / outlier-free-transformers
  ☆42Updated last year
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆201Updated last year
• parsa-epfl / quantization-sparsity-interplay
  This repo contains the code for studying the interplay between quantization and sparsity methods
  ☆21Updated 4 months ago
• hrcheng1066 / awesome-pruning
  ☆260Updated 10 months ago
• AvivBick / awesome-ssm-ml
  Reading list for research topics in state-space models
  ☆306Updated last month
• thu-ml / Jetfire-INT8Training
  ☆52Updated 11 months ago
• UNITES-Lab / MoE-Quantization
  Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"
  ☆20Updated 2 weeks ago
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆64Updated 3 months ago
• pvti / CORING
  Efficient tensor decomposition-based filter pruning
  ☆16Updated last year
• MambaQuant / MambaQuant
  ☆22Updated last month
• zugexiaodui / torch_flops
  A library for calculating the FLOPs in the forward() process based on torch.fx
  ☆118Updated 3 months ago
• hahnyuan / ASVD4LLM
  Activation-aware Singular Value Decomposition for Compressing Large Language Models
  ☆74Updated 8 months ago
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆24Updated 8 months ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆96Updated 7 months ago
• kwignb / NeuralTangentKernel-Papers
  Neural Tangent Kernel Papers
  ☆115Updated 6 months ago
• IST-DASLab / EvoPress
  ☆24Updated 2 months ago
• yxli2123 / LoSparse
  ☆58Updated last year
• miniHuiHui / awesome-high-order-neural-network
  ☆50Updated 9 months ago
• andyjm3 / SLTrain
  SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)
  ☆32Updated 8 months ago
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆111Updated last week