https://github.com/prabhuomkar/bitbeast
Experiments with Model Training, Deployment & Monitoring
https://github.com/prabhuomkar/bitbeast
machine-learning model-deployment model-monitoring model-training
Last synced: 6 months ago
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Experiments with Model Training, Deployment & Monitoring
- Host: GitHub
- URL: https://github.com/prabhuomkar/bitbeast
- Owner: prabhuomkar
- Created: 2022-09-06T12:45:24.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2024-02-24T17:19:06.000Z (over 1 year ago)
- Last Synced: 2024-05-01T19:53:52.525Z (over 1 year ago)
- Topics: machine-learning, model-deployment, model-monitoring, model-training
- Language: Python
- Homepage:
- Size: 858 KB
- Stars: 32
- Watchers: 4
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# bitbeast
Experiments with Model Training, Deployment & Monitoring
## About
This repository contains implementations and illustrative code of experiments related to machine learning
model training, deployment and monitoring. With the goal to help in several research and production use cases.
For example, you can use some of these projects in your ML training workflow, CI/CD workflows, etc.
## Projects
- [GaAMA: GitHub-as-Artifactory for Model Artifacts](gaama)
- [pytorch-grpc-serving: Serving PyTorch Models for Inference as gRPC API](pytorch-grpc-serving)
- [TorchLego: Model Serving as Code for PyTorch](torchlego)
- [PTIBench: PyTorch Inference Server Benchmark](ptibench)
- [golibtorch: PyTorch Model Inference in Golang](golibtorch)
- [pytorch.cpp: PyTorch Model Inference using GGML](pytorch.cpp)
## License
This repository does not have a common license. Check individual projects for their licensing.