Alternatives and similar repositories for Awesome-LLM-System-Papers:

Users that are interested in Awesome-LLM-System-Papers are comparing it to the libraries listed below

• AmberLJC / LLMSys-PaperList
  Large Language Model (LLM) Systems Paper List
  ☆792Updated this week
• lambda7xx / awesome-AI-system
  paper and its code for AI System
  ☆275Updated last month
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆472Updated 6 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…
  ☆223Updated 2 months ago
• hahnyuan / LLM-Viewer
  Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…
  ☆404Updated 5 months ago
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆392Updated this week
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆296Updated last week
• Shenggan / awesome-distributed-ml
  A curated list of awesome projects and papers for distributed training or inference
  ☆220Updated 4 months ago
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆316Updated last month
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆609Updated this week
• FMInference / DejaVu
  ☆311Updated 11 months ago
• microsoft / vidur
  A large-scale simulation framework for LLM inference
  ☆337Updated 3 months ago
• volcengine / veScale
  A PyTorch Native LLM Training Framework
  ☆736Updated 2 months ago
• byungsoo-oh / ml-systems-papers
  Curated collection of papers in machine learning systems
  ☆247Updated this week
• AlibabaPAI / llumnix
  Efficient and easy multi-instance LLM serving
  ☆306Updated this week
• October2001 / Awesome-KV-Cache-Compression
  📰 Must-read papers on KV Cache Compression (constantly updating 🤗).
  ☆324Updated this week
• sgl-project / sgl-learning-materials
  Materials for learning SGLang
  ☆299Updated this week
• FMInference / H2O
  [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.
  ☆427Updated 7 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆295Updated 8 months ago
• bytedance / flux
  A fast communication-overlapping library for tensor parallelism on GPUs.
  ☆319Updated this week
• 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…
  ☆559Updated last week
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆740Updated 5 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆147Updated 4 months ago
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆230Updated this week
• ConnollyLeon / awesome-Auto-Parallelism
  A baseline repository of Auto-Parallelism in Training Neural Networks
  ☆142Updated 2 years ago
• antgroup / glake
  GLake: optimizing GPU memory management and IO transmission.
  ☆433Updated 3 months ago
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆440Updated last week
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆345Updated 2 weeks ago
• Zefan-Cai / Awesome-LLM-KV-Cache
  Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.
  ☆220Updated 2 months ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆242Updated 8 months ago