AmberLJC / LLMSys-PaperList

Related projects ⓘ

Alternatives and complementary repositories for LLMSys-PaperList

• AmadeusChan / Awesome-LLM-System-Papers
  ☆502Updated 2 months ago
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆471Updated last week
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆359Updated 3 months ago
• lambda7xx / awesome-AI-system
  paper and its code for AI System
  ☆215Updated 2 months ago
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆1,452Updated this week
• volcengine / veScale
  A PyTorch Native LLM Training Framework
  ☆665Updated 2 months ago
• hahnyuan / LLM-Viewer
  Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…
  ☆311Updated 2 months ago
• AIoT-MLSys-Lab / Efficient-LLMs-Survey
  [TMLR 2024] Efficient Large Language Models: A Survey
  ☆1,025Updated last week
• microsoft / vidur
  A large-scale simulation framework for LLM inference
  ☆277Updated last month
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆355Updated last 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…
  ☆175Updated 2 weeks ago
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆569Updated 2 months ago
• Shenggan / awesome-distributed-ml
  A curated list of awesome projects and papers for distributed training or inference
  ☆197Updated last month
• FMInference / DejaVu
  ☆289Updated 7 months ago
• HuangOwen / Awesome-LLM-Compression
  Awesome LLM compression research papers and tools.
  ☆1,202Updated this week
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆245Updated 2 months ago
• horseee / Awesome-Efficient-LLM
  A curated list for Efficient Large Language Models
  ☆1,270Updated this week
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆636Updated 2 months ago
• AlibabaPAI / llumnix
  Efficient and easy multi-instance LLM serving
  ☆213Updated this week
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆391Updated 3 months ago
• LMCache / LMCache
  Ultra-Fast and Cheaper Long-Context LLM Inference
  ☆233Updated this week
• byungsoo-oh / ml-systems-papers
  Curated collection of papers in machine learning systems
  ☆163Updated last month
• DefTruth / Awesome-LLM-Inference
  📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batc…
  ☆2,845Updated this week
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆238Updated last week
• ServerlessLLM / ServerlessLLM
  Serverless LLM Serving for Everyone.
  ☆352Updated this week
• intelligent-machine-learning / glake
  GLake: optimizing GPU memory management and IO transmission.
  ☆379Updated 3 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆826Updated this week
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆278Updated 4 months ago
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆357Updated this week
• mit-han-lab / qserve
  QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
  ☆443Updated last week