Alternatives and similar repositories for Awesome-ML-SYS-Tutorial:

Users that are interested in Awesome-ML-SYS-Tutorial are comparing it to the libraries listed below

• xlite-dev / Awesome-LLM-Inference
  📚A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism etc.
  ☆3,943Updated last week
• kvcache-ai / Mooncake
  Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
  ☆3,184Updated this week
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆2,788Updated this week
• BBuf / how-to-optim-algorithm-in-cuda
  how to optimize some algorithm in cuda.
  ☆2,144Updated last week
• xlite-dev / LeetCUDA
  📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA/Tensor Cores Kernels, HGEMM, FA-2 MMA etc.🔥
  ☆3,896Updated last week
• PaddleJitLab / CUDATutorial
  A self-learning tutorail for CUDA High Performance Programing.
  ☆615Updated 3 weeks ago
• harleyszhang / llm_note
  LLM notes, including model inference, transformer model structure, and llm framework code analysis notes.
  ☆755Updated last week
• Unakar / Logic-RL
  Reproduce R1 Zero on Logic Puzzle
  ☆2,327Updated last month
• AmberLJC / LLMSys-PaperList
  Large Language Model (LLM) Systems Paper List
  ☆1,212Updated last week
• volcengine / veScale
  A PyTorch Native LLM Training Framework
  ☆797Updated 4 months ago
• Open-Reasoner-Zero / Open-Reasoner-Zero
  Official Repo for Open-Reasoner-Zero
  ☆1,904Updated last month
• alibaba / Pai-Megatron-Patch
  The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.
  ☆1,050Updated last week
• inclusionAI / AReaL
  Distributed RL System for LLM Reasoning
  ☆1,205Updated last week
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆714Updated this week
• LMCache / LMCache
  Redis for LLMs
  ☆951Updated this week
• tile-ai / tilelang
  Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels
  ☆1,089Updated this week
• AIoT-MLSys-Lab / Efficient-LLMs-Survey
  [TMLR 2024] Efficient Large Language Models: A Survey
  ☆1,145Updated last month
• vllm-project / production-stack
  vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
  ☆1,159Updated this week
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆580Updated last month
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆722Updated 8 months ago
• sgl-project / sgl-learning-materials
  Materials for learning SGLang
  ☆406Updated last week
• MLSys-Learner-Resources / Awesome-MLSys-Blogger
  The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
  ☆228Updated 4 months ago
• bytedance / flux
  A fast communication-overlapping library for tensor/expert parallelism on GPUs.
  ☆912Updated 3 weeks ago
• MoonshotAI / MoBA
  MoBA: Mixture of Block Attention for Long-Context LLMs
  ☆1,768Updated last month
• hiyouga / EasyR1
  EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL
  ☆2,258Updated this week
• Xnhyacinth / Awesome-LLM-Long-Context-Modeling
  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
  ☆1,455Updated 3 weeks ago
• intelligent-machine-learning / dlrover
  DLRover: An Automatic Distributed Deep Learning System
  ☆1,435Updated this week
• ByteDance-Seed / Triton-distributed
  Distributed Triton for Parallel Systems
  ☆644Updated last week
• volcengine / verl
  verl: Volcano Engine Reinforcement Learning for LLMs
  ☆7,626Updated this week
• AmadeusChan / Awesome-LLM-System-Papers
  ☆573Updated 2 months ago