Alternatives and similar repositories for Megatron-DeepSpeed

Users that are interested in Megatron-DeepSpeed are comparing it to the libraries listed below

• sail-sg / SkyLadder
  The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling
  ☆40Updated 2 months ago
• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆108Updated 2 months ago
• tilde-research / nsa-impl
  An efficient implementation of the NSA (Native Sparse Attention) kernel
  ☆127Updated 6 months ago
• Infini-AI-Lab / gsm_infinite
  ☆61Updated 6 months ago
• SalesforceAIResearch / GemFilter
  ☆85Updated last month
• Infini-AI-Lab / Kinetics
  Kinetics: Rethinking Test-Time Scaling Laws
  ☆84Updated 5 months ago
• sail-sg / SimLayerKV
  The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.
  ☆52Updated last year
• VITA-Group / WeLore
  [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications
  ☆52Updated 2 months ago
• Infini-AI-Lab / S2FT
  ☆19Updated 11 months ago
• kyleliang919 / Online-Subspace-Descent
  [NeurIPS 2024] Low rank memory efficient optimizer without SVD
  ☆32Updated 5 months ago
• RobertCsordas / moeut
  ☆91Updated last year
• Leooyii / LCEG
  Long Context Extension and Generalization in LLMs
  ☆62Updated last year
• samsja / muon_fsdp_2
  Muon fsdp 2
  ☆46Updated 4 months ago
• NathanGodey / qfilters
  Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)
  ☆35Updated 9 months ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆86Updated last year
• PKU-ML / LongPPL
  Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"
  ☆107Updated 2 months ago
• Infini-AI-Lab / GRESO
  ☆70Updated 6 months ago
• abdelfattah-lab / TokenButler
  ☆26Updated last month
• Infini-AI-Lab / Multiverse
  ☆108Updated 3 months ago
• Dao-AILab / grouped-latent-attention
  ☆133Updated 7 months ago
• thunlp / SparsingLaw
  The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".
  ☆29Updated last year
• ctlllll / gpt-oss-reverse-engineering
  ☆71Updated 4 months ago
• OpenSparseLLMs / Linearization
  ☆62Updated 5 months ago
• mit-han-lab / fastrl
  [ASPLOS'26] Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter
  ☆119Updated 3 weeks ago
• Jingyu6 / speculative_prefill
  ☆48Updated 7 months ago
• selfsupervised-ai / Natural-GaLore
  An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace
  ☆18Updated 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 …
  ☆60Updated last year
• ylsung / rsq
  Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"
  ☆20Updated 6 months ago
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆44Updated last year
• sail-sg / LongSpec
  LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
  ☆69Updated 5 months ago