NVIDIAxCESGA Workshop

Description:

The NeMo framework provides an accelerated workflow for training with 3D parallelism techniques. It offers a choice of several customization techniques and is optimized for at-scale inference of large-scale models for language and image applications, with multi-GPU and multi-node configurations. NeMo makes generative AI model development easy, cost-effective, and fast for enterprises. During this workshop, we will learn how to leverage NeMo Framework to train a foundation model. We’ll cover from preparing a dataset that can be fed into the model, to launch the model training and analyze its output.

Schedule:

09.00 - 09.30: Check-in
09.30 - 09.45: Welcome from CESGA and plans to support the AI community
09.45 - 10.00: Introduction to NVIDIA AI Technology Center
10.00 - 11.00: Cluster access and Slurm workshop
11.00 - 11.30: Coffee Break
11.30 - 13.30: How to train LLMs using NeMo Framework

Form:

Name and surname*

Name

Surname

Email*

Institution/Entity*

Are you interested in attending any of the hands-on sessions? The spots for these are limited due to our cluster constraints, so please indicate which session(s) you would like to attend and your motivation”: Cluster access / LLM training / Both / None*

Cluster access

LLM training

Both

None

Why would you like to participate in these sessions?*

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I accept the processing of personal data and the conditions of service

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