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Models

 

 

 

 

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Model Reference Tutorials for Intel® Gaudi® Technology

Retrieval Augmented Generation App

Explore how to use retrieval augmented generation (RAG) with the Intel® Gaudi® processor and Hugging Face*.

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Visual Question and Answering

Use GenAI to create a chatbot for visual question and answering based on images.

Community

 

Learn More (GitHub*) 🡕
Search Question and Answering

Explore dataset that enhances question-and-answering quality.

Community

 

Learn More (GitHub) 🡕
Document Summarization App

Access an example of a chatbot that summarizes the content of documents or reports.

Community

 

Learn More (GitHub) 🡕
Code Generation

This copilot example is designed for code generation in Microsoft Visual Studio* code.

Community

 

Learn More (GitHub) 🡕
ChatQnA App

ChatQnA is an example of a chatbot for question-and-answering through RAG.

Community

 

Learn More (GitHub) 🡕
Use LocalGPT* with Llama 2

Chat using your local documentation through LocalGPT* on Intel Gaudi 2 AI accelerators with the Llama 2 model.

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Fine-Tune Llama 2 with LoRA on an Intel Gaudi 2 AI Accelerator

Learn how to fine-tune Llama 2 more efficiently in under six minutes.

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Profile and Optimize

Use the profiler tool and TensorBoard* plug-in with Intel Gaudi software to modify any model for better performance.

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Detect Dynamic Shapes

Find dynamic data and operations in your models and explore ways to reduce them for better performance.

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Inference on Intel Gaudi Technology Solutions with HPU Graph

Run inference on Intel Gaudi architecture using HPU Graph for better performance.

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Large Model Use with minGPT

This tutorial provides example training scripts to demonstrate different DeepSpeed* optimization technologies on HPU.

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Accelerate Transformer Training Using Optimum

This tutorial adapts existing Transformer training code and accelerates it using a DistilBERT model. 

Community

 

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Get Started with Hugging Face* Transformers

Set up an Intel Gaudi processor on Amazon Web Services* and fine-tune a BERT model.

Community

 

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Fine-Tune Transformer Models Using PyTorch Lightning

Learn how to take Hugging Face datasets using the PyTorch LightningDataModule to perform text classification on any dataset. 

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Introduction to PyTorch Lightning

Get an introduction to PyTorch Lightning using Intel Gaudi AI processors.

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