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

• d-matrix-ai / keyformer-llm
  ☆56Updated last year
• madsys-dev / deepseekv2-profile
  ☆147Updated 7 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆117Updated 5 months ago
• microsoft / chunk-attention
  ☆78Updated 5 months ago
• 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…
  ☆274Updated 7 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆339Updated 2 months ago
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆64Updated last year
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆38Updated last year
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆60Updated last month
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆177Updated 2 weeks ago
• fzyzcjy / torch_memory_saver
  Allow torch tensor memory to be released and resumed later
  ☆144Updated this week
• InternLM / turbomind
  ☆95Updated 6 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 …
  ☆271Updated 3 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆123Updated 4 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆221Updated 2 years ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆118Updated 2 weeks ago
• AlibabaPAI / FLASHNN
  ☆98Updated last year
• thu-pacman / FasterMoE
  ☆88Updated 3 years ago
• fzyzcjy / torch_utils
  Utility scripts for PyTorch (e.g. Memory profiler that understands more low-level allocations such as NCCL)
  ☆55Updated 3 weeks ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆96Updated 9 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆105Updated 6 months ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆114Updated 4 months ago
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆59Updated 11 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆152Updated last month
• LoongServe / LoongServe
  ☆122Updated 10 months ago
• flashinfer-ai / cutlass-viz
  ☆64Updated 5 months ago
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆47Updated 2 years ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆320Updated last year
• CalebDu / Awesome-Cute
  ☆106Updated 4 months ago
• ByteDance-Seed / FlexPrefill
  Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
  ☆143Updated 4 months ago