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Generative AI Track - AMD Pervasive AI Contest 2023

Quick Start Guide

LLM fine-tuning This guide will walk you through the steps of fine-tuning LLMs on AMD GPUs with ROCm technologies, including peft lora technology.
SD fine-tuning This step-by-step tutorial demonstrates how to use ROCm to finetune a Stable Diffusion model with a custom dataset and deploy the model on AMD MI210 GPU.
LLM inference acceleration using HIP This guide will walk you through the steps of writing a HIP application to explore AMD GPU compute capability and integrate it to python application as a PyTorch HIP extension for improving the inference performance of Huggingface transformer models.

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  • Python 93.8%
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