Alternatives and similar repositories for Megatron-LM

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

• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆58Updated 11 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆132Updated 6 months ago
• Victarry / PP-Schedule-Visualization
  Pipeline Parallelism Emulation and Visualization
  ☆45Updated last month
• CalebDu / Awesome-Cute
  ☆84Updated last month
• OpenPPL / ppl.llm.kernel.cuda
  ☆149Updated 6 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆113Updated this week
• AlibabaPAI / FLASHNN
  ☆96Updated 10 months ago
• madsys-dev / deepseekv2-profile
  ☆142Updated 4 months ago
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆72Updated 11 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆146Updated 3 weeks ago
• yifuwang / symm-mem-recipes
  ☆94Updated 6 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆125Updated 5 months ago
• thunlp / Seq1F1B
  Sequence-level 1F1B schedule for LLMs.
  ☆29Updated 3 weeks ago
• OpenPPL / ppl.nn.llm
  ☆139Updated last year
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆101Updated last month
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆403Updated 2 months ago
• DD-DuDa / Cute-Learning
  Examples of CUDA implementations by Cutlass CuTe
  ☆203Updated last week
• AlibabaPAI / torchacc
  PyTorch distributed training acceleration framework
  ☆51Updated 5 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆86Updated 2 months ago
• ConnollyLeon / awesome-Auto-Parallelism
  A baseline repository of Auto-Parallelism in Training Neural Networks
  ☆144Updated 3 years ago
• ColfaxResearch / cfx-article-src
  ☆123Updated 2 months ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆92Updated last week
• fzyzcjy / torch_memory_saver
  Allow torch tensor memory to be released and resumed later
  ☆77Updated this week
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆272Updated last year
• LoongServe / LoongServe
  ☆106Updated 8 months ago
• infinigence / Semi-PD
  A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.
  ☆95Updated last month
• reed-lau / cute-gemm
  ☆125Updated 7 months ago
• pzhao-eng / FlashMLA
  ☆50Updated last month
• zhuohan123 / terapipe
  ☆75Updated 4 years ago
• OpenPPL / ppl.llm.serving
  ☆128Updated 6 months ago