35 releases
| new 0.2.15 | Oct 30, 2024 |
|---|---|
| 0.2.14 | Oct 30, 2024 |
| 0.2.3 | Jun 21, 2024 |
| 0.1.19 |
|
#651 in Machine learning
1,513 downloads per month
Used in 2 crates
1MB
4K
SLoC
Contains (Zip file, 15KB) pytorch-my_awesome_californiahousing_model.pt, (Zip file, 8KB) torch-my_awesome_penguin_model.pt
JAMS-CORE
This library crate is part of a wider project called J.A.M.S - Just Another Model Server. Please refer here.
Features
- Async
- Multiple Model Frameworks Supported
- Tensorflow
- Torch
- Catboost
- LightGBM
- Multiple Model Store Backends Supported
- Local File System
- AWS S3
- Azure Blob Storage
- MinIO
- Model Store Polling
The following features are in progress 🚧
- Support XGBoost framework
- ModelSpec artefacts - Single source of information about models. This will assist in input validations
Overview
Below diagram provides a high level overview of the crate
Dependencies
~83MB
~1.5M SLoC