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Applications & models - Page 15

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.

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
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