Alternatives and similar repositories for AC-SGD

Users that are interested in AC-SGD are comparing it to the libraries listed below

• Ying1123 / llm-caching-multiplexing
  ☆20Updated 2 years ago
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆47Updated last year
• DS3Lab / DT-FM
  ☆94Updated 3 years ago
• lzhangbv / acpsgd
  [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
  ☆10Updated 2 years ago
• RLsys-Foundation / APRIL
  APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation. A system-level optimization for scalable LLM tra…
  ☆43Updated 2 months ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 4 years ago
• hwang595 / Cuttlefish
  The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"
  ☆44Updated 2 years ago
• DS3Lab / Decentralized_FM_alpha
  ☆19Updated 2 years ago
• yxli2123 / LoSparse
  ☆62Updated 2 years ago
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆94Updated 2 years ago
• LiuXiaoxuanPKU / GACT-ICML
  ☆43Updated 3 years ago
• DS3Lab / CocktailSGD
  ☆27Updated 2 years ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆20Updated last year
• YuhanLiu11 / AutoFreeze
  ☆22Updated 5 years ago
• thu-pacman / FasterMoE
  ☆88Updated 3 years ago
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated last year
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆16Updated 4 months ago
• feifeibear / Odysseus-Transformer
  Odysseus: Playground of LLM Sequence Parallelism
  ☆78Updated last year
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆42Updated last year
• hdong920 / GRIFFIN
  ☆39Updated last year
• SqueezeAILab / SqueezedAttention
  [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference
  ☆54Updated last year
• imagination-research / EEP
  Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
  ☆21Updated last month
• Kaffaljidhmah2 / SpecDec_pp
  Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths
  ☆14Updated 5 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆170Updated last year
• vectozavr / llm-hessian
  Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models
  ☆26Updated 7 months ago
• LGrCo / L-GreCo
  AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION
  ☆14Updated 2 years ago
• LiuXiaoxuanPKU / OSD
  ☆63Updated last year
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆48Updated last year
• Qualcomm-AI-research / gptvq
  ☆37Updated last year
• rayleizhu / vllm-ra
  [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts
  ☆40Updated last year