Alternatives and similar repositories for quanta

Users that are interested in quanta are comparing it to the libraries listed below

• sail-sg / stde
  Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024
  ☆117Updated 9 months ago
• tnbar / awesome-tensorial-neural-networks
  A thoroughly investigated survey for tensorial neural networks.
  ☆137Updated 7 months ago
• Lemon-cmd / energy-transformer-graph
  This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classificatio…
  ☆25Updated last year
• zyushun / hessian-spectrum
  Code for the paper: Why Transformers Need Adam: A Hessian Perspective
  ☆62Updated 5 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…
  ☆66Updated 10 months ago
• andyjm3 / SLTrain
  SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)
  ☆33Updated 9 months ago
• YefanZhou / TempBalance
  [NeurIPS 2023 Spotlight] Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
  ☆35Updated 4 months ago
• ion-g-ion / torchTT
  Tensor-Train decomposition in pytorch
  ☆72Updated 6 months ago
• n-gao / pytorch-kfac
  Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/
  ☆26Updated last year
• fangyuan-ksgk / selective-attention-transformer
  Unofficial Implementation of Selective Attention Transformer
  ☆17Updated 9 months ago
• zoq / Awesome-Optimizer
  Collect optimizer related papers, data, repositories
  ☆97Updated 9 months ago
• KindXiaoming / Omnigrok
  Omnigrok: Grokking Beyond Algorithmic Data
  ☆61Updated 2 years ago
• zqOuO / GWT
  ☆13Updated 7 months ago
• Graph-COM / HEPT
  [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)
  ☆21Updated 7 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 ".
  ☆110Updated last month
• kwignb / NeuralTangentKernel-Papers
  Neural Tangent Kernel Papers
  ☆115Updated 7 months ago
• WeiHuang05 / Awesome_Large_Foundation_Model_Theory
  Welcome to the 'In Context Learning Theory' Reading Group
  ☆30Updated 9 months ago
• yifanycc / loretta
  [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
  ☆36Updated 7 months ago
• pvti / Awesome-Tensor-Decomposition
  😎 A curated list of tensor decomposition resources for model compression.
  ☆79Updated last week
• xu-ji / information-bottleneck
  Deep Learning & Information Bottleneck
  ☆61Updated 2 years ago
• epfml / optML-pku
  summer school materials
  ☆44Updated 2 years ago
• gpauloski / kfac-pytorch
  Distributed K-FAC preconditioner for PyTorch
  ☆89Updated last week
• AndPotap / einsum-search
  ☆32Updated 10 months ago
• osehmathias / lisa
  LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
  ☆35Updated last year
• hendrydong / NTK-and-MF-examples
  Visualization of mean field and neural tangent kernel regime
  ☆20Updated last year
• OpenMOSS / LongLLaDA
  LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
  ☆32Updated last month
• locuslab / edge-of-stability
  ☆70Updated 8 months ago
• insuhan / hyper-attn
  ☆81Updated last year
• tnbar / tednet
  TedNet: A Pytorch Toolkit for Tensor Decomposition Networks
  ☆97Updated 3 years ago
• pilancilab / matrix-compressor
  Implementation of LPLR algorithm for matrix compression
  ☆30Updated last year