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Description
Diversion is a modern, cloud-native alternative to Perforce, built for the scale of today’s game and creative productions. Its architecture supports parallel, asset-heavy workflows with fast branching, real-time collaboration, and stable performance under load, without the IT overhead of traditional version control systems.
Built for studios working with engines like Unreal, large environments, procedural pipelines, or multi-disciplinary teams, Diversion adapts to the way modern productions operate. It offers teams that are building ambitious games, virtual productions, and large-scale 3D content, flexible deployment models (cloud or on-prem), seamless migration from Perforce, and an intuitive UI that supports both developers and artists.
Diversion is becoming the version control standard for teams looking to iterate faster, automate more, and ship at the speed their projects demand.
A few benchmarks:
• Branch, commit 100K files and merge back to main in less than 60 sec
• Slash costs by up to 70%
(vs. Perforce)
• Migrate from P4 in days or even hours (!!!) W/O interrupting production
• The most recommended VCS for Unreal ⭐⭐⭐⭐⭐
Key capabilities include:
- High-performance version control for very large files and repositories
- Scalable cloud, hybrid, and on-prem deployments
- Seamless workflows for artists, programmers, and technical teams
- Fast syncs via smart caching and proxy architecture
- Branching and merging designed for real production pipelines
- Asset and code review with modern collaboration features
- Native integrations with Unreal Engine and industry-standard tools
Description
Keepsake is a Python library that is open-source and specifically designed for managing version control in machine learning experiments and models. It allows users to automatically monitor various aspects such as code, hyperparameters, training datasets, model weights, performance metrics, and Python dependencies, ensuring comprehensive documentation and reproducibility of the entire machine learning process. By requiring only minimal code changes, Keepsake easily integrates into existing workflows, permitting users to maintain their usual training routines while it automatically archives code and model weights to storage solutions like Amazon S3 or Google Cloud Storage. This capability simplifies the process of retrieving code and weights from previous checkpoints, which is beneficial for re-training or deploying models. Furthermore, Keepsake is compatible with a range of machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, enabling efficient saving of files and dictionaries. In addition to these features, it provides tools for experiment comparison, allowing users to assess variations in parameters, metrics, and dependencies across different experiments, enhancing the overall analysis and optimization of machine learning projects. Overall, Keepsake streamlines the experimentation process, making it easier for practitioners to manage and evolve their machine learning workflows effectively.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Amazon S3
No
Git
Yes
Google Cloud Storage
No
JSON
No
PyTorch
No
Python
No
TensorFlow
No
Unity
Yes
Unreal Engine
Yes
scikit-learn
No
Integrations
Amazon S3
Yes
Git
No
Google Cloud Storage
Yes
JSON
Yes
PyTorch
Yes
Python
Yes
TensorFlow
Yes
Unity
No
Unreal Engine
No
scikit-learn
Yes
Pricing Details
$25 per month
Free Trial
Yes
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Diversion
Country
United States
Website
www.diversion.dev/
Vendor Details
Company Name
Replicate
Country
United States
Website
keepsake.ai/
Product Features
Version Control
Branch Creation / Deletion
Yes
Centralized Version History
Yes
Code Review
Yes
Code Version Management
Yes
Collaboration Tools
Yes
Compare / Merge Branches
Yes
Digital Asset / Binary File Storage
Yes
Isolated Code Branches
Yes
Option to Revert to Previous
Yes
Pull Requests
Yes
Roles / Permissions
Yes
Product Features
Machine Learning
Deep Learning
No
ML Algorithm Library
No
Model Training
No
Natural Language Processing (NLP)
No
Predictive Modeling
No
Statistical / Mathematical Tools
No
Templates
No
Visualization
No
Version Control
Branch Creation / Deletion
No
Centralized Version History
No
Code Review
No
Code Version Management
No
Collaboration Tools
No
Compare / Merge Branches
No
Digital Asset / Binary File Storage
No
Isolated Code Branches
No
Option to Revert to Previous
No
Pull Requests
No
Roles / Permissions
No
