Posts in: Tutorials

JUL 17, 2024

How does Video Generation work?

By Isha Ghodgaonkar

Sora, Make-a-Video and Imagen Video explained.

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JUL 10, 2024

Tensor Parallelism in Three Levels of Difficulty

By Garrett Goon, Kevin Musgrave

Tensor parallelism, from beginner to expert using PyTorch.

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JUN 12, 2024

Activation Memory: A Deep Dive using PyTorch

By Garrett Goon, Kevin Musgrave

How to measure activation memory in PyTorch, and why the choice of activation function matters.

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MAY 22, 2024

Mistral 7B vs. Llama-2 7B: Lightning Round using GenAI studio

By Isha Ghodgaonkar

Let’s compare how Mistral-7b-instruct-v0.2 and Llama 2-7B-chat perform on some basic LLM prompts.

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MAY 15, 2024

Activation Memory: What is it?

By Garrett Goon, Kevin Musgrave

An introduction to activation memory, and how it affects GPU memory consumption during model training.

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MAY 01, 2024

3D Diffuse Glioma Segmentation for Early Cancer Detection: Spotlight Demo

By Isha Ghodgaonkar, Alejandro Morales Martinez

Using HPE’s AI platform to develop an early brain cancer detection machine learning model.

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APR 24, 2024

From a pre-trained model to an AI assistant: Finetuning Gemma-2B using DPO

By Agnieszka Ciborowska, Kevin Musgrave

LLM Alignment using Direct Preference Optimization, an alternative to RLHF

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FEB 28, 2024

Finetuning Mistral-7B with LoRA and DeepSpeed

By Kevin Musgrave, Agnieszka Ciborowska

How to Finetune Mistral-7B using HuggingFace + Determined

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OCT 30, 2023

LLM Prompting: The Basic Techniques

By Kevin Musgrave

A gentle introduction to large language model prompting methods and terminology.

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OCT 16, 2023

6 Determined APIs Explained

By Kevin Musgrave

Choose the right Determined API for your needs.

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