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

• microsoft / chunk-attention
  ☆59Updated last month
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆47Updated 5 months ago
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆29Updated 2 months ago
• d-matrix-ai / keyformer-llm
  ☆51Updated 9 months ago
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆50Updated 3 weeks ago
• madsys-dev / deepseekv2-profile
  ☆72Updated 5 months ago
• mit-han-lab / Block-Sparse-Attention
  A sparse attention kernel supporting mix sparse patterns
  ☆94Updated 3 months ago
• LiuXiaoxuanPKU / OSD
  ☆40Updated last month
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆87Updated last week
• AlibabaPAI / FLASHNN
  ☆78Updated 4 months ago
• LoongServe / LoongServe
  ☆80Updated 2 months ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆36Updated 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…
  ☆205Updated 3 weeks ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆58Updated 2 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆98Updated this week
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆65Updated last month
• InternLM / turbomind
  ☆54Updated last month
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆84Updated 2 weeks ago
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆52Updated 5 months ago
• DefTruth / hgemm-tensorcores-mma
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, achieve peak⚡️ performance
  ☆43Updated last week
• SiriusNEO / Triton-Puzzles-Lite
  Puzzles for learning Triton, play it with minimal environment configuration!
  ☆205Updated last month
• feifeibear / ChituAttention
  Quantized Attention on GPU
  ☆34Updated last month
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆75Updated last week
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆63Updated 2 months ago
• hao-ai-lab / MuxServe
  ☆48Updated 7 months ago
• heheda12345 / MagPy
  ☆38Updated 7 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆234Updated last month
• DD-DuDa / BitDistiller
  [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
  ☆98Updated 8 months ago
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆88Updated 10 months ago
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆44Updated last year