Alternatives and similar repositories for CocktailSGD

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

• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆80Updated 10 months ago
• IST-DASLab / MicroAdam
  This repository contains code for the MicroAdam paper.
  ☆20Updated 7 months ago
• tanyuqian / redco
  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
  ☆66Updated 7 months ago
• xiayuqing0622 / flex_head_fa
  Fast and memory-efficient exact attention
  ☆68Updated 4 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• mayank31398 / ladder-residual-inference
  ☆14Updated this week
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆128Updated 7 months ago
• Edward-Sun / gpt-accelera
  Simple and efficient pytorch-native transformer training and inference (batched)
  ☆77Updated 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 9 months ago
• DS3Lab / Decentralized_FM_alpha
  ☆19Updated 2 years ago
• Raincleared-Song / sparse_gpu_operator
  GPU operators for sparse tensor operations
  ☆33Updated last year
• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆83Updated 3 weeks ago
• IST-DASLab / QIGen
  Repository for CPU Kernel Generation for LLM Inference
  ☆26Updated 2 years ago
• insuhan / hyper-attn
  ☆81Updated last year
• ScalingIntelligence / CATS
  ☆26Updated 8 months ago
• stanford-futuredata / stk
  ☆106Updated 10 months ago
• shreyansh26 / Attention-Mask-Patterns
  Using FlexAttention to compute attention with different masking patterns
  ☆44Updated 9 months ago
• google-deepmind / asyncdiloco
  ☆45Updated last year
• softmax1 / Flash-Attention-Softmax-N
  CUDA and Triton implementations of Flash Attention with SoftmaxN.
  ☆70Updated last year
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆79Updated last year
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆78Updated last month
• wdlctc / mini-s
  ☆51Updated 8 months ago
• Ying1123 / llm-caching-multiplexing
  ☆20Updated 2 years ago
• UmerHA / triton_util
  Make triton easier
  ☆47Updated last year
• AnswerDotAI / cold-compress
  Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…
  ☆138Updated 11 months ago
• JonasGeiping / linear_cross_entropy_loss
  A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
  ☆68Updated 11 months ago
• yandex-research / swarm
  Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"
  ☆141Updated last year
• epfml / dynamic-sparse-flash-attention
  ☆147Updated 2 years ago
• graphcore-research / out-of-the-box-fp8-training
  Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.
  ☆46Updated last year
• nil0x9 / flash-muon
  Flash-Muon: An Efficient Implementation of Muon Optimizer
  ☆142Updated last month