Welcome to Habana’s developer site.

Here you will find the content, guidance, tools and support needed to easily and flexibly build new or migrate existing AI models and optimize their performance to meet your AI requirements. You can also access the latest Gaudi software to build or update your infrastructure. 

Habana Labs announced the Gaudi2 processor for training deep learning workloads

Learn about Gaudi2

Fast Inference on Large Language Models: BLOOMZ. Easily deploy multi-billion parameter language models on Habana Gaudi2.

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On Demand: Getting Started with Habana: Deep Speed Optimization on Large Models

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Get Started

Get access to Habana’s programmable Tensor Processor Core and SynapseAI® software stack with support for TensorFlow and PyTorch frameworks, along with our model garden, libraries, containers and tools that enable you to build popular AI models. Now supporting the new Gaudi®2 Processor!

Resources

Get detailed technical guides to start running models on Gaudi2 and our first-gen Gaudi Processors.

Go to Resources

Generative AI & Large Language Models

Learn more about training and inference of large scale and foundation models on Habana Gaudi.

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Cloud

Learn how to setup and run your instances in the cloud using Amazon EC2 DL1 Training Instances or the Intel Developer Cloud.

Get started

Software Setup and Installation 

Install the latest SynapseAI® Software, including Habana’s graph compiler and runtime, TPC kernel library, firmware and drivers, and tools. 

Setup and Install

Model Performance Data

Access Habana’s popular model performance data for Gaudi2 and our First-gen Gaudi Processor

Learn more

Habana GitHub

Access reference models, support roadmap, and more.

Habana GitHub
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How to Videos

Just getting started with Gaudi? Check out these “how to” videos for guidance and tips. 

Gaudi2 on 176 Billion Parameter BLOOMZ

BLOOMZ on Intel Developer Cloud

Gaudi: Training with PyTorch 

A how-to tutorial to help you run your model on PyTorch. 
View all videos

Latest Webinar Recordings

View our latest webinar recordings on demand

Deep Learning and Inference on Gaudi

In this live Webinar you will participate in a virtual activity where to see the Habana Gaudi AI processor running on the AWS DL1 instance.
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Deep Learning on Gaudi

In this live Workshop you will participate in a hands-on virtual activity where you will get access to the Habana Gaudi AI processor running on the AWS DL1 instance.
Watch now
View all webinar recordings

Recent Posts and Tutorials

Check out these latest posts from our blog. 
post

Habana Showcases Gaudi2 Performance on Large Language and Generative AI Models at ISC

We’re excited to participate in this year’s ISC High Performance Compute 2023 event in Hamburg Germany. This year our team will demonstrate the capabilities of our Habana Gaudi2® processors, which deliver high-performance, high-efficiency deep learning training and inference.
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post

Equus Lab-as-a-Service with Habana Gaudi2 Processors Eases Testing and Deployment of Deep Learning Systems

Equus and Habana have teamed up to simplify the process of testing, implementing and deploying AI infrastructure based on Habana Gaudi2 processors.
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Gaudi2
post

Detecting frequent graph re-compilations

In training workloads, there may occur some scenarios in which graph re-compilations occur. This can create system latency and slow down the overall training process with multiple iterations of graph compilation. This blog focuses on detecting these graph re-compilations.
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debugging, Gaudi, performance, pytorch
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New Habana Autonomous Driving Use Case Enabled with Gaudi Processors

Announcing a new End-to-End use case showing Training of a semantic segmentation model for Autonomous Driving
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Gaudi2, Semantic Segmentation, Training
Go to the blog
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