zhisbug / ray-scalable-ml-designLinks
Some microbenchmarks and design docs before commencement
☆12Updated 4 years ago
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
Sorting:
- A collection of reproducible inference engine benchmarks☆32Updated 4 months ago
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆18Updated 3 years ago
- Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)☆28Updated 2 years ago
- Distributed ML Optimizer☆32Updated 4 years ago
- Make triton easier☆47Updated last year
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- 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
- A lightweight, user-friendly data-plane for LLM training.☆24Updated last month
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆68Updated 8 months ago
- ☆10Updated last year
- ☆14Updated last year
- code for paper "Accessing higher dimensions for unsupervised word translation"☆21Updated 2 years ago
- Hyperparameter tuning via uncertainty modeling☆47Updated last year
- A minimal shared memory object store design☆53Updated 8 years ago
- A library that translates Python and NumPy to optimized distributed systems code.☆132Updated 2 years ago
- ☆31Updated 4 months ago
- A Learnable LSH Framework for Efficient NN Training☆32Updated 4 years ago
- Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.☆32Updated 2 months ago
- Linear Attention Sequence Parallelism (LASP)☆86Updated last year
- Manages vllm-nccl dependency☆17Updated last year
- DPO, but faster 🚀☆44Updated 8 months ago
- Using FlexAttention to compute attention with different masking patterns☆44Updated 11 months ago
- Compression for Foundation Models☆35Updated last month
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- Experiments to assess SPADE on different LLM pipelines.☆17Updated last year
- Open sourced backend for Martian's LLM Inference Provider Leaderboard☆19Updated last year
- Distributed DRL by Ray and TensorFlow Tutorial.☆10Updated 5 years ago
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆65Updated last year
- ☆15Updated last year
- Utilities for Training Very Large Models☆58Updated 11 months ago