LiuXiaoxuanPKU / OSD

Related projects: ⓘ

• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆70Updated last year
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆35Updated last month
• d-matrix-ai / keyformer-llm
  ☆37Updated 5 months ago
• thu-pacman / FasterMoE
  ☆65Updated 2 years ago
• UChi-JCL / CacheGen
  ☆47Updated 3 weeks ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆110Updated last month
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆42Updated last year
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆134Updated 2 months ago
• TorchMoE / MoE-Infinity
  PyTorch library for cost-effective, fast and easy serving of MoE models.
  ☆90Updated last month
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆161Updated 2 months ago
• dilab-zju / self-speculative-decoding
  Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**
  ☆127Updated 3 months ago
• YaoJiayi / CacheBlend
  ☆30Updated this week
• interestingLSY / swiftLLM
  A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …
  ☆84Updated 2 months ago
• RulinShao / FastCkpt
  Python package for rematerialization-aware gradient checkpointing
  ☆22Updated 10 months ago
• LoongServe / LoongServe
  ☆15Updated this week
• hao-ai-lab / MuxServe
  ☆30Updated 3 months ago
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆89Updated last week
• awslabs / optimizing-multitask-training-through-dynamic-pipelines
  Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines
  ☆13Updated 9 months ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆183Updated last month
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆25Updated 6 months ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆14Updated 4 months ago
• WukLab / InferCept
  ☆15Updated 2 months ago
• MayDomine / Seq1F1B
  Sequence-level 1F1B schedule for LLMs.
  ☆16Updated 3 months ago
• zhuohan123 / terapipe
  ☆62Updated 3 years ago
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆42Updated 5 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…
  ☆153Updated this week
• madsys-dev / deepseekv2-profile
  ☆60Updated last month
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆27Updated 4 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆78Updated 5 months ago
• zcli-charlie / Awesome-KV-Cache
  ☆22Updated last month