isoai 0.0.2

Compress, Trace and Deploy Your Models with Iso!

Iso AI

Unlock the Value of GenAI with Iso!

Iso AI is an enterprise end-to-end solution designed to enable engineers to seamlessly experiment, evaluate, and deploy GenAI models on both cloud and edge, ensuring optimal performance, cost-efficiency, and security.

This repo contains our beta mode SDK that includes key features to help you get your models into production much easier.

Use this repo to compress your model regardless of model architecture, containerize your model easily and log your traces with ease.

We would love to get your feedback on this package so please leave behind any feedback you have!

Thank you for your support.

Future Features

Key Features:

• Agentic AI Engineer: Quickly upskills engineers from AI novice to expert.
• AI Code Generation: Create AI models tailored to your tech stack, data, and tasks.
• Smart Versioning: Automatically save model details.
• LLMOps for Data Validation: Monitor data quality with visual indicators and create synthetic data.
• Shadow Deployment: Evaluate model performance at each checkpoint.
• A/B Testing: Compare model performance through platform-based tests.
• Adversarial AI: Conduct adversarial attacks to ensure robustness.
• Cost Forecasting: Predict costs with detailed forecasts for compute, network, and waste.