Alternatives and similar repositories for Awesome-LLM-Training-System

Users that are interested in Awesome-LLM-Training-System are comparing it to the libraries listed below

• madsys-dev / deepseekv2-profile
  ☆146Updated 5 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆110Updated 2 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆107Updated 4 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆157Updated last week
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆137Updated last month
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆61Updated last year
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆323Updated last month
• Victarry / PP-Schedule-Visualization
  Pipeline Parallelism Emulation and Visualization
  ☆60Updated 2 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆115Updated last week
• d-matrix-ai / keyformer-llm
  ☆54Updated last year
• InternLM / turbomind
  ☆92Updated 5 months ago
• AlibabaPAI / FLASHNN
  ☆98Updated 11 months ago
• flashinfer-ai / cutlass-viz
  ☆61Updated 4 months ago
• sgl-project / SpecForge
  Train speculative decoding models effortlessly and port them smoothly to SGLang serving.
  ☆325Updated this week
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆266Updated 5 months ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆94Updated 8 months ago
• thu-pacman / FasterMoE
  ☆85Updated 3 years ago
• LoongServe / LoongServe
  ☆114Updated 9 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆104Updated 5 months ago
• microsoft / chunk-attention
  ☆78Updated 4 months ago
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆57Updated 3 weeks ago
• stepfun-ai / StepMesh
  ☆279Updated last week
• fzyzcjy / torch_memory_saver
  Allow torch tensor memory to be released and resumed later
  ☆109Updated 2 weeks ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆217Updated last year
• thunlp / Seq1F1B
  Sequence-level 1F1B schedule for LLMs.
  ☆31Updated 2 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆129Updated 7 months ago
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆240Updated 2 months ago
• ByteDance-Seed / FlexPrefill
  Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
  ☆133Updated 3 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆319Updated last year
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆278Updated last year