Applications & models - Page 18

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

January 26, 2024

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

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

./artificial-intelligence/bert-hg-pytorch/README.html

January 26, 2024

Accelerating XGBoost with Dask using multiple AMD GPUs

Accelerating XGBoost with Dask using multiple AMD GPUs

./artificial-intelligence/xgboost-multi-gpu/README.html

January 25, 2024

LLM distributed supervised fine-tuning with JAX

LLM distributed supervised fine-tuning with JAX

./artificial-intelligence/distributed-sft-jax/README.html

January 24, 2024

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

./artificial-intelligence/hf-tgi/README.html

January 24, 2024

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

./artificial-intelligence/megatron-deepspeed-pretrain/README.html

January 24, 2024

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

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

./artificial-intelligence/stable-diffusion-aitemplate/README.html

November 03, 2023

Sparse matrix vector multiplication - part 1

Sparse matrix vector multiplication - Part 1

./high-performance-computing/spmv/part-1/README.html

September 15, 2023

Jacobi Solver with HIP and OpenMP offloading

Finite difference method - Laplacian Part 1

./high-performance-computing/jacobi/README.html

July 18, 2023

Finite difference method - Laplacian part 4

Finite difference method - Laplacian Part 4

./high-performance-computing/finite-difference/laplacian-part4/README.html

May 11, 2023

Finite difference method - Laplacian part 3

Finite difference method - Laplacian Part 3

./high-performance-computing/finite-difference/laplacian-part3/README.html

January 04, 2023

Finite difference method - Laplacian part 2

Finite difference method - Laplacian Part 2

./high-performance-computing/finite-difference/laplacian-part2/README.html

November 14, 2022

Finite difference method - Laplacian part 1

Finite difference method - Laplacian Part 1

./high-performance-computing/finite-difference/laplacian-part1/README.html

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