Alternatives and similar repositories for ServeGen

Users that are interested in ServeGen are comparing it to the libraries listed below

• WukLab / preble
  Stateful LLM Serving
  ☆81Updated 5 months ago
• hao-ai-lab / MuxServe
  ☆68Updated last year
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆176Updated 11 months ago
• Hsword / SpotServe
  SpotServe: Serving Generative Large Language Models on Preemptible Instances
  ☆128Updated last year
• ovg-project / kvcached
  kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference.
  ☆61Updated this week
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆57Updated 9 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆94Updated last year
• NEO-MLSys25 / NEO
  NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading
  ☆52Updated 2 months ago
• UChi-JCL / CacheGen
  ☆120Updated 10 months ago
• Hsword / Awesome-Machine-Learning-System-Papers
  ☆75Updated 3 years ago
• LoongServe / LoongServe
  ☆113Updated 9 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆198Updated 3 weeks ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆84Updated 2 years ago
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆62Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 9 months ago
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆90Updated 2 years ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆155Updated last week
• YaoJiayi / CacheBlend
  ☆131Updated last month
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆27Updated last year
• microsoft / RetrievalAttention
  Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.
  ☆75Updated this week
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆36Updated 3 years ago
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆108Updated last year
• lambda7xx / awesome-AI-system
  paper and its code for AI System
  ☆322Updated last week
• EfficientMoE / MoE-Infinity
  PyTorch library for cost-effective, fast and easy serving of MoE models.
  ☆221Updated last month
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆129Updated 7 months ago
• thustorage / Medusa
  Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]
  ☆29Updated 3 months ago
• eth-easl / orion
  An interference-aware scheduler for fine-grained GPU sharing
  ☆143Updated 6 months ago
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆46Updated last year
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆115Updated this week
• fanlai0990 / CS598
  Systems for GenAI
  ☆144Updated 4 months ago