Applications & models - Page 15

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

April 16, 2024

Program Synthesis with CodeGen

Program Synthesis with CodeGen

./artificial-intelligence/CodeGen/README.html

April 16, 2024

Interacting with Contrastive Language-Image Pre-Training (CLIP) model on AMD GPU

Interacting with Contrastive Language-Image Pre-Training (CLIP) model on AMD GPU

./artificial-intelligence/CLIP/README.html

April 16, 2024

Instruction fine-tuning of StarCoder with PEFT on multiple AMD GPUs

Instruction fine tuning of StarCoder with PEFT on multiple AMD GPUs

./artificial-intelligence/starcoder-fine-tune/README.html

April 16, 2024

Text Summarization with FLAN-T5

Text Summarization with FLAN-T5 on AMD GPU

./artificial-intelligence/FlanT5/README.html

April 15, 2024

Enhancing LLM Accessibility: A Deep Dive into QLoRA Through Fine-tuning Llama 2 on a single AMD GPU

Enhancing LLM Accessibility: A Deep Dive into QLoRA Through Fine-tuning Llama 2 on a single AMD GPU

./artificial-intelligence/llama2-Qlora/README.html

April 15, 2024

Developing Triton Kernels on AMD GPUs

This blog shows users how to develop and benchmark a custom Triton kernel

./artificial-intelligence/triton/README.html

April 15, 2024

Enhancing LLM Accessibility: A Deep Dive into QLoRA Through Fine-tuning Llama Model on a single AMD GPU

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

./artificial-intelligence/llama-Qlora/README.html

April 11, 2024

GPU Unleashed: Training Reinforcement Learning Agents with Stable Baselines3 on an AMD GPU in Gymnasium Environment

GPU Unleashed: Training Reinforcement Learning Agents with Stable Baselines3 on an AMD GPU in Gymnasium Environment

./artificial-intelligence/reinforcement-learning-gym/README.html

April 09, 2024

ResNet for image classification using AMD GPUs

ResNet for image classification using AMD GPUs

./artificial-intelligence/resnet/README.html

April 08, 2024

Small language models with Phi-2

Small language models with Phi-2

./artificial-intelligence/Phi2/README.html

April 04, 2024

Building semantic search with SentenceTransformers on AMD

Building semantic search with SentenceTransformers on AMD

./artificial-intelligence/sentence_transformers_amd/README.html

April 04, 2024

Using the ChatGLM-6B bilingual language model with AMD GPUs

Bilingual language model ChatGLM-6B

./artificial-intelligence/ChatGLM/README.html

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