Alternatives and similar repositories for batch-inference-benchmarks:

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

• exoshuffle / raysort
  ☆15Updated last year
• 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
• exoshuffle / cloudsort
  Exoshuffle-CloudSort
  ☆26Updated 2 years ago
• tensorchord / ai-infra-statistics
  This repository contains statistics about the AI Infrastructure products.
  ☆18Updated 2 months ago
• ray-project / distml
  Distributed ML Optimizer
  ☆32Updated 3 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
• mitdbg / imputedb
  A database with automatic dynamic imputation of missing values.
  ☆11Updated 7 years ago
• danyangz / lightning
  Lightning In-Memory Object Store
  ☆45Updated 3 years ago
• tensorchord / inference-benchmark
  Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)
  ☆28Updated last year
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆31Updated 5 years ago
• SeldonIO / mlgraph
  Machine Learning Inference Graph Spec
  ☆21Updated 5 years ago
• Michaelvll / llm-ie-benchmarks
  A collection of reproducible inference engine benchmarks
  ☆29Updated 2 weeks 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 10 months ago
• strymon-system / snailtrail
  SnailTrail implementation
  ☆39Updated 6 years ago
• ray-project / mlflow-ray-serve
  MLFlow Deployment Plugin for Ray Serve
  ☆44Updated 3 years ago
• hpi-epic / ESPBench
  ESPBench - The Enterprise Stream Processing Benchmark
  ☆14Updated last year
• graindb / graindb
  ☆19Updated 3 years ago
• Snowflake-Labs / vllm
  ☆15Updated last month
• ray-project / mobius
  Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.
  ☆97Updated 10 months ago
• ekzhu / set-similarity-search-benchmarks
  Benchmark Datasets for Set Similarity Search
  ☆12Updated 6 years ago
• LMCache / lmcache-vllm
  The driver for LMCache core to run in vLLM
  ☆38Updated 3 months ago
• aws-neuron / aws-neuron-reference-for-megatron-lm
  ☆14Updated last year
• gaborhermann / flink-parameter-server
  Parameter Server implementation in Apache Flink.
  ☆14Updated 7 years ago
• redis-developer / redis-nvidia-recsys
  Three examples of recommendation system pipelines with NVIDIA Merlin and Redis
  ☆58Updated 2 weeks ago
• tyler-griggs / melange-release
  ☆45Updated 10 months ago
• bentoml / llm-bench
  ☆50Updated 5 months ago
• sane-lab / Trisk
  Trisk on Flink
  ☆16Updated 2 years ago
• cloudera / CML_AMP_Continuous_Model_Monitoring
  Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards
  ☆12Updated 5 months ago
• ForestFlow / ForestFlow
  ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
  ☆73Updated last year
• lsds / StreamBench
  Measuring the performance of popular streaming engines with Yahoo's Streaming Benchmark
  ☆53Updated 5 years ago