Alternatives and similar repositories for Natural-GaLore

Users that are interested in Natural-GaLore are comparing it to the libraries listed below

• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆69Updated last week
• IST-DASLab / QuEST
  Work in progress.
  ☆69Updated 2 weeks ago
• kyleliang919 / Online-Subspace-Descent
  This repo is based on https://github.com/jiaweizzhao/GaLore
  ☆28Updated 9 months ago
• RobertCsordas / moeut
  ☆79Updated 10 months ago
• VITA-Group / WeLore
  From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…
  ☆47Updated 2 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• IST-DASLab / MicroAdam
  This repository contains code for the MicroAdam paper.
  ☆19Updated 6 months ago
• zqOuO / GWT
  ☆13Updated 5 months ago
• Anonymous1252022 / Megatron-DeepSpeed
  ☆12Updated 9 months ago
• sail-sg / SkyLadder
  The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling
  ☆32Updated 3 months ago
• mayank31398 / ladder-residual-inference
  ☆14Updated last month
• sramshetty / mixture-of-depths
  An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆35Updated last year
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …
  ☆59Updated 8 months ago
• metacarbon / shareAtt
  Beyond KV Caching: Shared Attention for Efficient LLMs
  ☆19Updated 11 months ago
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆70Updated last week
• wdlctc / mini-s
  ☆51Updated 7 months ago
• IST-DASLab / Quartet
  ☆68Updated this week
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆42Updated last year
• BlinkDL / LinearAttentionArena
  Here we will test various linear attention designs.
  ☆59Updated last year
• Infini-AI-Lab / Multiverse
  ☆58Updated this week
• amirzandieh / HyperAttention
  Triton Implementation of HyperAttention Algorithm
  ☆48Updated last year
• frankxwang / dpo-prefix-sharing
  DPO, but faster 🚀
  ☆43Updated 6 months ago
• Infini-AI-Lab / gsm_infinite
  ☆47Updated 2 weeks ago
• ScalingIntelligence / CATS
  ☆26Updated 7 months ago
• shreyansh26 / Attention-Mask-Patterns
  Using FlexAttention to compute attention with different masking patterns
  ☆44Updated 9 months ago
• TRI-ML / linear_open_lm
  A repository for research on medium sized language models.
  ☆76Updated last year
• pprp / Pruner-Zero
  [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
  ☆84Updated 7 months ago
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆126Updated 6 months ago
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆47Updated 9 months ago
• TianjinYellow / StableSPAM
  ☆21Updated 2 months ago