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AMD ROCm Software Blogs
source link: https://rocm.blogs.amd.com/
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AMD ROCm™ software blogs#
Stable diffusion (AITemplate)
Efficient image generation with Stable Diffusion models and AITemplate using AMD GPUs
Fine-tune Llama 2 with LoRA
Fine-tune Llama 2 with LoRA: Customizing a large language model for question-answering
LLMs and Text Generation Inference
Efficient deployment of LLMs with Text Generation Inference
LoRA & efficient fine-tuning
Using LoRA for efficient fine-tuning: fundamental principles
LLM fine-tuning with JAX
LLM distributed supervised fine-tuning with JAX
Accelerating XGBoost
Accelerating XGBoost using Multiple AMD GPUs
PyTorch Lightning
PyTorch Lightning on AMD GPUs
LLM training with Megatron-DeepSpeed
Pre-training a large language model with Megatron-DeepSpeed on multiple AMD GPUs
Pre-training BERT (PyTorch)
Pre-training BERT using Hugging Face & PyTorch on multiple AMD GPUs
Pre-training BERT (TensorFlow)
Pre-training BERT using Hugging Face & TensorFlow on a single AMD GPU
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