Alternatives and similar repositories for batch-inference-benchmarks

Users that are interested in batch-inference-benchmarks are comparing it to the libraries listed below

• zhisbug / ray-scalable-ml-design
  Some microbenchmarks and design docs before commencement
  ☆12Updated 4 years ago
• ray-project / distml
  Distributed ML Optimizer
  ☆32Updated 3 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
• SeldonIO / mlgraph
  Machine Learning Inference Graph Spec
  ☆21Updated 5 years ago
• ray-project / mlflow-ray-serve
  MLFlow Deployment Plugin for Ray Serve
  ☆45Updated 3 years ago
• scalingpythonml / scaling-python-with-ray
  Serverless Python with Ray
  ☆57Updated 2 years ago
• ryantd / veloce
  WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
  ☆18Updated 2 years ago
• tensorchord / inference-benchmark
  Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)
  ☆28Updated 2 years ago
• susavlsh10 / ESPN-v1
  ESPN: Embedding from Storage Pipelined Network. GDS implementation for multi-vector embedding retrieval and bindings.
  ☆11Updated last year
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆31Updated 5 years ago
• ray-project / mobius
  Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.
  ☆98Updated last year
• cloudera / CML_AMP_Continuous_Model_Monitoring
  Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards
  ☆12Updated 7 months ago
• cioc / ray-kubernetes
  Ray Framework (https://github.com/ray-project/ray) on Kubernetes
  ☆12Updated 6 years ago
• intel / llm-on-ray
  Pretrain, finetune and serve LLMs on Intel platforms with Ray
  ☆129Updated last week
• ray-project / plasma
  A minimal shared memory object store design
  ☆53Updated 8 years ago
• scalingpythonml / scalingpythonml
  Scaling Python Machine Learning
  ☆46Updated last year
• ForestFlow / ForestFlow
  ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
  ☆73Updated last year
• trane-dev / Trane
  An open source python library for automated prediction engineering
  ☆45Updated 3 weeks ago
• fzliu / vector-search
  Approximate nearest neighbor search in Python.
  ☆36Updated last year
• DS3Lab / online-active-model-selection
  Repository for "Online Active Model Selection for Pre-trained ML Classifiers"
  ☆15Updated 2 years ago
• JiahaoYao / awesome-ray
  Ray - A curated list of resources: https://github.com/ray-project/ray
  ☆65Updated 2 weeks ago
• cloudera / cmlextensions
  Added functionality to the cml python package
  ☆14Updated 9 months ago
• project-codeflare / rayvens
  Rayvens makes it possible for data scientists to access hundreds of data services within Ray with little effort.
  ☆50Updated 2 years ago
• TU-Berlin-DIMA / Condor
  Condor allows for the specification of synopsis-based streaming jobs on top of general dataflow systems. Condor provides a collection of …
  ☆13Updated last year
• hpi-epic / ESPBench
  ESPBench - The Enterprise Stream Processing Benchmark
  ☆14Updated last year
• stanford-futuredata / colbert-serve
  ☆18Updated last month
• logicalclocks / maggy
  Distribution transparent Machine Learning experiments on Apache Spark
  ☆91Updated last year
• sfu-db / BOExplain
  Explaining Inference Queries with Bayesian Optimization
  ☆10Updated 4 years ago
• eth-easl / mixtera
  A lightweight, user-friendly data-plane for LLM training.
  ☆20Updated 2 weeks ago
• ucbrise / flor
  Flow with FlorDB 🌻
  ☆154Updated last month