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What is LiteRT?
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What is Keepsake?
Keepsake is an open-source Python library tailored for overseeing version control within machine learning experiments and models. It empowers users to effortlessly track vital elements such as code, hyperparameters, training datasets, model weights, performance metrics, and Python dependencies, thereby facilitating thorough documentation and reproducibility throughout the machine learning lifecycle. With minimal modifications to existing code, Keepsake seamlessly integrates into current workflows, allowing practitioners to continue their standard training processes while it takes care of archiving code and model weights to cloud storage options like Amazon S3 or Google Cloud Storage. This feature simplifies the retrieval of code and weights from earlier checkpoints, proving to be advantageous for model re-training or deployment. Additionally, Keepsake supports a diverse array of machine learning frameworks including TensorFlow, PyTorch, scikit-learn, and XGBoost, which aids in the efficient management of files and dictionaries. Beyond these functionalities, it offers tools for comparing experiments, enabling users to evaluate differences in parameters, metrics, and dependencies across various trials, which significantly enhances the analysis and optimization of their machine learning endeavors. Ultimately, Keepsake not only streamlines the experimentation process but also positions practitioners to effectively manage and adapt their machine learning workflows in an ever-evolving landscape. By fostering better organization and accessibility, Keepsake enhances the overall productivity and effectiveness of machine learning projects.
Integrations Supported
PyTorch
Python
TensorFlow
C++
Google AI Edge Gallery
JAX
Java
Integrations Supported
PyTorch
Python
TensorFlow
Amazon S3
Google Cloud Storage
JSON
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Version
Pricing Information
Free
Free Version
Supported Platforms
Android
iPhone
iPad
Linux
Supported Platforms
SaaS
Customer Service / Support
Standard Support
Web-Based Support
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Online Training
On-Site Training
Training Options
Documentation Hub
Company Facts
Organization Name
Date Founded
1998
Company Location
United States
Company Website
ai.google.dev/edge/litert
Company Facts
Organization Name
Replicate
Company Location
United States
Company Website
keepsake.ai/
Categories and Features
Artificial Intelligence
Not specified