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Collinear AI

Collinear AI offers a one-stop platform for post-training, enabling enterprises to customize large language models (LLMs) to their bespoke criteria.
The API provides access to Collinear's proprietary post-training technologies:
1. AI Judges for evaluating LLMs for Safety, Reliability, and Bespoke Quality criteria
2. Synthetic data generation and curation capabilities
3. Auto-Align for fine-tuning models

Developers can leverage these tools to create custom AI models that comply with application specific safety requirements, ensure factual accuracy, and maintain brand alignment. The API supports various integration options and includes comprehensive documentation to facilitate seamless implementation. With Collinear's API, businesses can unlock the full potential of AI technologies while addressing current limitations in off-the-shelf models.

What is Collinear AI

Learn how to set up a Space in Collinear AI to manage your models, datasets, and evaluations effectively.

Create Space

Use the Collinear AI Platform to access your API Key.

Accessing Your API Key

Use the Collinear AI Platform to access your Space Id.

Accessing Space ID

Use the Collinear AI Platform to get Judge Id.

Accessing Judge ID

Use the Collinear AI Platform to create a new safety evaluation

Create Safety Evaluation

Use the Collinear AI Platform to create a new reliability evaluation.

Create Reliability Evaluation

The Collinear AI Platform allows you to effortlessly evaluate AI models with flexibility and precision. This guide walks you through the steps to create a new evaluation run using the Flex Evaluation feature.

Create Collinear Flex Evaluation

Use the Collinear AI Platform to compare model and judge performance.

Compare Model and Judge Performance

This documentation provides an overview of the custom query language designed to parse and evaluate complex queries on structured data. The language supports a variety of conditions, logical operators, and special features that enable users to filter data effectively.

Query Language

Use Collinear AI Platform To Access Redteam Reports

Redteam Reports

Collinear empowers your business with a dashboard that tracks key metrics to ensure your AI performs safely, accurately, and reliably.

Safety Monitor

Track your AI system's consistency and accuracy with the Collinear AI Reliability Monitoring dashboard.

Reliability Monitor

Curate high-quality synthetic data with flexibility and precision using the Collinear AI Platform. Learn about amplification, supported models, and quality criteria.

Creating a Data Curation Run

A comprehensive overview of models categorized by judge type, including reliability and safety judges.

Types of Judges

You can use the Veritas model to evaluate the factual correctness of model outputs, ensuring that the responses are accurate and free from hallucinated content.

Veritas - Reliability Judge

The Collinear AI Platform allows you to upload datasets in JSON or CSV format.

Uploading Dataset

Use the Collinear AI Platform to generate conversations.

Conversation Builder

Use the Collinear AI API to upload a dataset to your space.

Upload Dataset

Use the Collinear AI API to run judge on your dataset.

Run Judge on Dataset

Use the Collinear AI API to run conversation model on your dataset.

Run Conversation Model On Dataset

Use the Collinear AI Platform to export your dataset rows in a JSON file.

Introduction

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Datasets

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🎥 Interactive Walkthrough

Introduction

Get Started

Assess

Guard

Improve

Judge

Datasets

​🎥 Interactive Walkthrough

🎥 Interactive Walkthrough