Guides

Programmatically launch human data jobs for RLHF and evaluation

Learn how to harness the SDK to manage human data labeling jobs for RLHF and model evaluation. With just a few steps, you can set up the SDK, import various types of data, and launch, monitor, and export labeling projects programmatically, all while ensuring data quality and scalability.

Evaluating leading text-to-speech models

Discover how to employ a more comprehensive approach to evaluating leading text-to-speech models using both human preference ratings and automated evaluation techniques.

Metrics-based RAG Development with Labelbox

Learn how to optimize your Retrieval-Augmented Generation (RAG) applications by focusing on key metrics like context recall and precision.

Unlocking precision: The "Needle-in-a-Haystack" test for LLM evaluation

Discover how to choose the perfect large language model for your pre-labeling tasks by diving into our "Needle-in-a-Haystack" experiment. Learn how to enhance accuracy and efficiency in complex data annotations.

A comprehensive approach to evaluating text-to-video models

Discover how to employ a more comprehensive approach to evaluating leading text-to-video models using human preference ratings, as well as challenges with automated evaluation techniques.

A comprehensive approach to evaluating text-to-image models

Discover how to employ a more comprehensive approach to evaluating leading text-to-image models using both human preference ratings and automated evaluation techniques.

Using multimodal chat to enhance a customer’s online support experience

In this guide we’ll show how Labelbox can be used to collect training data for an ecommerce chatbot that responds to customer queries about online shopping.

AI foundations: Understanding embeddings

Learn how to utilize embeddings for data vector representations and discover key use cases at Labelbox, including uploading custom embeddings for optimized performance.

How to harness AI for efficient video labeling

Learn how models like Gemini 1.5 Pro, Grounding DINO, and SAM can be used to pre-label videos.

How to turn LangSmith logs into conversational data with Labelbox

Use Labelbox's human & AI evaluation capabilities to turn LangSmith chatbot and conversational agent logs into data.