Alternatives and similar repositories for sgl-learning-materials:

Users that are interested in sgl-learning-materials are comparing it to the libraries listed below

• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆310Updated this week
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆495Updated 7 months ago
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆319Updated last month
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆766Updated 5 months ago
• madsys-dev / deepseekv2-profile
  ☆124Updated 2 weeks 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…
  ☆233Updated last week
• FlagOpen / FlagGems
  FlagGems is an operator library for large language models implemented in Triton Language.
  ☆453Updated this week
• AlibabaPAI / llumnix
  Efficient and easy multi-instance LLM serving
  ☆332Updated this week
• hahnyuan / LLM-Viewer
  Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…
  ☆413Updated 6 months ago
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆370Updated 2 weeks ago
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆447Updated last month
• mit-han-lab / omniserve
  [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…
  ☆595Updated 2 weeks ago
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆763Updated 6 months ago
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆299Updated 2 months ago
• microsoft / vidur
  A large-scale simulation framework for LLM inference
  ☆346Updated 4 months ago
• SiriusNEO / Triton-Puzzles-Lite
  Puzzles for learning Triton, play it with minimal environment configuration!
  ☆256Updated 3 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆298Updated 8 months ago
• pcg-mlp / KsanaLLM
  ☆322Updated last month
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆400Updated 2 weeks ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆250Updated 9 months ago
• antgroup / glake
  GLake: optimizing GPU memory management and IO transmission.
  ☆436Updated 3 months ago
• FMInference / DejaVu
  ☆310Updated 11 months ago
• FlagOpen / FlagScale
  FlagScale is a large model toolkit based on open-sourced projects.
  ☆246Updated this week
• InternLM / turbomind
  ☆74Updated 3 months ago
• LMCache / LMCache
  10x Faster Long-Context LLM By Smart KV Cache Optimizations
  ☆605Updated last week
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆244Updated this week
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆239Updated 4 months ago
• OpenPPL / ppl.llm.serving
  ☆127Updated 2 months ago
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆51Updated 7 months ago
• EfficientMoE / MoE-Infinity
  PyTorch library for cost-effective, fast and easy serving of MoE models.
  ☆145Updated 2 weeks ago