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Applications & Models - Page 9

Applications & Models - Page 9#

Explore the latest blogs about applications and models in the ROCm ecosystem, including machine learning frameworks, AI models, and application case studies.

Using LoRA for efficient fine-tuning: Fundamental principles

This blog demonstrate how to use Lora to efficiently fine-tune Llama model on AMD GPUs with ROCm.

February 05, 2024 by Sean Song

Fine-tune Llama 2 with LoRA: Customizing a large language model for question-answering

Fine-tune Llama 2 with LoRA: Customizing a large language model for question-answering

February 01, 2024 by Sean Song

Fine-tune Llama model with LoRA: Customizing a large language model for question-answering

This blog demonstrate how to use Lora to efficiently fine-tune Llama model on a single AMD GPU with ROCm. model for question-answering

February 01, 2024 by Sean Song

Pre-training BERT using Hugging Face & TensorFlow on an AMD GPU

Pre-training BERT using Hugging Face & PyTorch on an AMD GPU

January 29, 2024 by Vara Lakshmi Bayanagari

Pre-training BERT using Hugging Face & PyTorch on an AMD GPU

Pre-training BERT using Hugging Face & PyTorch on an AMD GPU

January 26, 2024 by Vara Lakshmi Bayanagari

Accelerating XGBoost with Dask using multiple AMD GPUs

Accelerating XGBoost with Dask using multiple AMD GPUs

January 26, 2024 by Clint Greene

LLM distributed supervised fine-tuning with JAX

LLM distributed supervised fine-tuning with JAX

January 25, 2024 by Douglas Jia

Pre-training a large language model with Megatron-DeepSpeed on multiple AMD GPUs

Pre-training a large language model with Megatron-DeepSpeed on multiple AMD GPUs

January 24, 2024 by Douglas Jia

Efficient deployment of large language models with Text Generation Inference on AMD GPUs

Efficient deployment of large language models with Hugging Face text generation inference empowered by AMD GPUs

January 24, 2024 by Douglas Jia

Efficient image generation with Stable Diffusion models and AITemplate using AMD GPUs

Efficient image generation with stable diffusion models and AITemplate using AMD GPUs

January 24, 2024 by Douglas Jia

Sparse matrix vector multiplication - part 1

Sparse matrix vector multiplication - Part 1

November 03, 2023 by Paul Mullowney

Jacobi Solver with HIP and OpenMP offloading

Finite difference method - Laplacian Part 1

September 15, 2023 by Asitav Mishra, Rajat Arora, Justin Chang