ej

ej

An 11MB local model for typed decisions in one pass

0upvotes
Launched October 10, 2026

About ej

ej is an innovative open-source AI model optimized for rapid, decision-focused applications. Designed to operate as a compact 11MB local model, it excels at providing probability distributions for decision questions based on given states, all in a single pass. Unlike traditional classifiers, ej handles multiple question types—including choice, yes/no, and ordered scores—making it versatile for various decision-making scenarios. Its lightweight design allows it to run efficiently on CPUs without requiring token generation or extensive computational resources. The tool is particularly suited for developers seeking an embedded solution for real-time decision support, with a focus on flexibility and ease of integration. The inclusion of training, evaluation, adaptation scripts, and benchmarking tools in its repository makes it accessible for customization and performance testing, fostering a community-driven approach to decision modeling.

Screenshots

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Pros

  • ✓Highly compact at just 11MB, ideal for embedded applications
  • ✓Single-pass operation for fast, efficient decision making
  • ✓Supports multiple question types including choice, yes/no, and ordered scores
  • ✓Runs on CPU without needing token-based processing
  • ✓Open source with comprehensive tools for training and evaluation

Cons

  • ✗Designed for specific decision tasks, less suited for general classification
  • ✗Limited information on scalability for larger or more complex datasets
  • ✗No built-in user interface; requires technical expertise for deployment

Use Cases

1Real-time decision support in embedded systems
2Automated decision-making in customer service chatbots
3Adaptive decision systems for industrial automation
4Personalized content recommendation engines
5Decision modeling in research and data analysis
6Prototyping decision logic in AI applications

Pricing

Pricing not verified

Quick Info

Upvotes0
Comments1
Launched10/10/2026

Topics

Open SourceArtificial IntelligenceGitHub

Makers

Saket Bhushan

Saket Bhushan

@5aket

Alternatives

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