Alternatives and similar repositories for Pregated_MoE

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

• pku-liang / ArkVale
  ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)
  ☆43Updated 8 months ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆87Updated last month
• AIS-SNU / Smart-Infinity
  [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
  ☆47Updated last month
• goliaro / specinfer-ae
  ☆23Updated last year
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆52Updated 5 months ago
• microsoft / SparTA
  ☆150Updated last year
• snu-comparch / Tender
  Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)
  ☆20Updated last year
• snu-comparch / InfiniGen
  InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)
  ☆151Updated last year
• VIA-Research / vTrain
  ☆73Updated 3 months ago
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆57Updated 3 weeks ago
• YJHMITWEB / ExFlow
  Explore Inter-layer Expert Affinity in MoE Model Inference
  ☆13Updated last year
• PrincetonUniversity / LLMCompass
  ☆179Updated last year
• naver-aics / lut-gemm
  ☆68Updated last year
• casys-kaist / LLMServingSim
  LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale
  ☆131Updated last month
• d-matrix-ai / keyformer-llm
  ☆54Updated last year
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆53Updated last year
• ruipeterpan / marconi
  Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]
  ☆20Updated 5 months ago
• LoongServe / LoongServe
  ☆114Updated 9 months ago
• VITA-Group / Q-Hitter
  ☆14Updated last year
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆13Updated last year
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆108Updated last year
• thu-ml / Jetfire-INT8Training
  ☆51Updated last year
• sitar-lab / NeuSight
  ☆50Updated 2 months ago
• upmem / upmem_llm_framework
  UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.
  ☆34Updated 2 weeks ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆157Updated last week
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆113Updated last month
• AIS-SNU / PID-Comm
  ☆25Updated 8 months ago
• hao-ai-lab / MuxServe
  ☆68Updated last year
• ParCIS / Magicube
  Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
  ☆89Updated 2 years ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆27Updated last year