Applications & models - Page 16

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

May 15, 2024

Accelerating Large Language Models with Flash Attention on AMD GPUs

Accelerating Large Language Models with Flash Attention on AMD GPUs

./artificial-intelligence/flash-attention/README.html

May 01, 2024

Inferencing with Mixtral 8x22B on AMD GPUs

Inferencing with Mixtral 8x22B on AMD GPUs

./artificial-intelligence/moe/README.html

May 01, 2024

Step-by-Step Guide to Use OpenLLM on AMD GPUs

OpenLLM is an open-source platform for deploying large language models, enabling cloud or on-premises use. In this blog we focus on using OpenLLM to start an LLM server leveraging the capabilities of AMD GPUs

./artificial-intelligence/openllm/README.html

April 30, 2024

Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU

Training a Neural Collaborative Filtering (NCF) Recommender on an AMD GPU

./artificial-intelligence/ncf/README.html

April 26, 2024

Table Question-Answering with TaPas

Table Question-Answering with TaPas

./artificial-intelligence/TaPas/README.html

April 26, 2024

Multimodal (Visual and Language) understanding with LLaVA-NeXT

Multimodal instruction-following data with LLaVA-NeXT on AMD GPU

./artificial-intelligence/llava-next/README.html

April 24, 2024

Transforming Words into Motion: A Guide to Video Generation with AMD GPU

Transforming Words into Motion: A Guide to Video Generation with AMD GPU

./artificial-intelligence/text-to-video-generation/README.html

April 24, 2024

Unlocking Vision-Text Dual-Encoding: Multi-GPU Training of a CLIP-Like Model

Unlocking Vision-Text Dual-Encoding: Multi-GPU Training of a CLIP-Like Model

./artificial-intelligence/vision-text-dual-encoding/README.html

April 17, 2024

Inferencing with AI2's OLMo model on AMD GPU

Inferencing with AI2's OLMo model on AMD GPU

./artificial-intelligence/ai2-olmo/README.html

April 16, 2024

Speech-to-Text on an AMD GPU with Whisper

Speech to Text on AMD with Whisper

./artificial-intelligence/whisper/README.html

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

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