.tryit-button {
  display: none !important;
}

.centered-table {
  text-align: center;
}

.centered-table table {
  margin: 0 auto !important;
  display: table !important;
}

/* Alternative approach - target all tables in centered-table divs */
div.centered-table > table {
  margin-left: auto !important;
  margin-right: auto !important;
}

.dark .hero {
  color: #ffffff !important;
}

/* Make H1 slightly lighter */
.dark .hero h1 {
  font-weight: 500 !important;
}

h1 {
  font-weight: 500 !important;
}
/* Global h2 style - default smaller for most h2s */
h2 {
  font-weight: 400 !important; /* fallback if 300 doesn’t apply */
  font-size: 1.4rem !important;
  line-height: 1.4 !important;
  letter-spacing: -0.01em !important;
  margin-bottom: 0.6em !important;
}

/* Category titles like "Publications", "Terms and Policies" */
.category-title {
  font-size: 1.75rem !important;
  font-weight: 500 !important;
  line-height: 1.3 !important;
  margin-top: 2rem !important;
  margin-bottom: 1rem !important;
  letter-spacing: normal !important;
}

/* Box/card titles inside the boxes */
/* Your markup shows these inside links with class 'box' */
.home-page a.box h2,
.home-page .box h2 {
  font-size: 1rem !important;   /* smaller than category titles */
  font-weight: 400 !important;
  line-height: 1.2 !important;
  margin-bottom: 0.4em !important;
  letter-spacing: -0.01em !important;
}

/* Optionally adjust sidebar headings or general typography */
.sidebar a,
.sidebar .category,
.sidebar .group-title {
  font-weight: 400 !important;
}

.sidebar .title {
  font-weight: 300 !important;
}

Overview

Memory Issues

Model Loading Issues

Performance Issues

Troubleshooting

Getting Help

Resolve common issues and optimize performance for AI21's Jamba model deployments

Troubleshooting & Performance Optimization

AI21 Studio

AI21 offers Python and TypeScript libraries that simplify the process of using our LLMs' API.

Introducing the Jamba Family of Open Models.

Jamba

Model Availability by Platform

Prompt Engineering for Jamba Models

Learn how to extend Jamba's capabilities by giving it access to custom functions and external tools

Function Calling

Deploy AI21's Jamba models using vLLM in your own environment. vLLM is an open-source library for high-throughput LLM inference and serving.

vLLM

Deploy AI21's Jamba models on managed cloud services for production workloads

Cloud Platform Deployment

Fine-tuning is the process of adapting a pre-trained model to perform better on specific tasks by training it on domain-specific data. Learn how to fine-tune Jamba models using different approaches including full fine-tuning, LoRA, and QLoRA

Fine-tuning

Quantization reduces model memory usage by representing weights with lower precision. Learn how to use quantization techniques with Jamba models for efficient inference and training.

Quantization

Tokenization is the process of converting text into numerical tokens that language models can understand. Learn how to use AI21's tokenizer for Jamba models with practical examples.

Tokenization

Account

Pricing

Responsible Use

Safety Research

Training Data

Status

Community

Blog

Introduction

Authentication

Rate Limits

Chat Request

Chat Response

AI21 Maestro is currently in beta and available exclusively to early access users.

Create run

Retrieves the status of the run execution based on its ID. The status can be `completed`, `failed`, or `in_progress`.

Retrieve run status

Run object

File Library

Upload Workspace Files

Retrieve a list of documents in the user's library.  You can optionally specify a filter to return only files with matching labels or paths.

List Library Files

Get metadata about a specific file by file ID. The file ID is generated by AI21 when you upload the file.

Get Workspace Files

Get a link used to download the file contents from the library.

Get File Download Link

Update the specified parameters of a specific document in the user's library. This operation currently supports updating the publicUrl and labels parameters.

Update File

Delete the specified file from the library.

Delete File

Build conversational experiences that interact with your organizational documents

Getting Started

Foundation Models

AI21 Maestro [Beta]

Private AI

Guides

Usage

AI Ethics & Data Transperancy

Additional Resources

Troubleshooting & Performance Optimization

Overview

Troubleshooting

Memory Issues

Model Loading Issues

Performance Issues

Getting Help

Need Support?

Getting Started

Foundation Models

AI21 Maestro [Beta]

Private AI

Guides

Usage

AI Ethics & Data Transperancy

Additional Resources

​Overview

​Troubleshooting

​Memory Issues

​Model Loading Issues

​Performance Issues

​Getting Help

Need Support?

Overview

Troubleshooting

Memory Issues

Model Loading Issues

Performance Issues

Getting Help