Alternatives and similar repositories for ray-scalable-ml-design

Users that are interested in ray-scalable-ml-design are comparing it to the libraries listed below

• ryantd / veloce
  WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
  ☆17Updated 3 years ago
• Michaelvll / llm-ie-benchmarks
  A collection of reproducible inference engine benchmarks
  ☆37Updated 6 months ago
• tensorchord / inference-benchmark
  Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)
  ☆28Updated 2 years ago
• ray-project / distml
  Distributed ML Optimizer
  ☆34Updated 4 years ago
• UmerHA / triton_util
  Make triton easier
  ☆48Updated last year
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆31Updated 5 years ago
• ray-project / ray_shuffling_data_loader
  A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed tra…
  ☆18Updated 2 years ago
• tanyuqian / redco
  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
  ☆68Updated 10 months ago
• simon-mo / vLLM-Benchmark
  ☆31Updated 6 months ago
• aws-neuron / aws-neuron-reference-for-megatron-lm
  ☆14Updated 2 years ago
• eth-easl / mixtera
  A lightweight, user-friendly data-plane for LLM training.
  ☆32Updated last month
• GindaChen / FlexFlashAttention3
  FlexAttention w/ FlashAttention3 Support
  ☆27Updated last year
• danyangz / lightning
  Lightning In-Memory Object Store
  ☆47Updated 3 years ago
• stanford-crfm / helm-efficiency
  ☆10Updated last year
• OpenNLPLab / LASP
  Linear Attention Sequence Parallelism (LASP)
  ☆87Updated last year
• bentoml / sentence-embedding-bento
  Sentence Embedding as a Service
  ☆15Updated 3 months ago
• hpcaitech / CachedEmbedding
  A memory efficient DLRM training solution using ColossalAI
  ☆106Updated 2 years ago
• exoshuffle / raysort
  ☆15Updated 2 years ago
• HazyResearch / mongoose
  A Learnable LSH Framework for Efficient NN Training
  ☆33Updated 4 years ago
• graphcore-research / out-of-the-box-fp8-training
  Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.
  ☆45Updated last year
• LiuShuai26 / Distributed-RL
  Distributed DRL by Ray and TensorFlow Tutorial.
  ☆10Updated 5 years ago
• hao-ai-lab / LookaheadReasoning
  [NeurIPS 2025] Scaling Speculative Decoding with Lookahead Reasoning
  ☆50Updated last month
• frankxwang / dpo-prefix-sharing
  DPO, but faster 🚀
  ☆45Updated 10 months ago
• eth-easl / deltazip
  Compression for Foundation Models
  ☆35Updated 3 months ago
• lucaslingle / mu_transformer
  Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.
  ☆32Updated 4 months ago
• facebookresearch / coocmap
  code for paper "Accessing higher dimensions for unsupervised word translation"
  ☆21Updated 2 years ago
• petuum / tuun
  Hyperparameter tuning via uncertainty modeling
  ☆48Updated last year
• meta-pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆161Updated last month
• ezyang / torchdbg
  PyTorch centric eager mode debugger
  ☆48Updated 10 months ago
• nums-project / nums
  A library that translates Python and NumPy to optimized distributed systems code.
  ☆132Updated 3 years ago