Posts by Levent Guner
Knowledge Graph Integration With Poro2 For Enriching Medical Text Processing
- 15 September 2026
Medical documentation contains specialized terminology, such as terms like “hepatomegalia” or “bilateraalinen pleuraeffuusio”, that healthcare professionals understand but patients struggle to comprehend. Making these documents accessible to patients improves healthcare outcomes, yet general-purpose LLMs often lack the specialized vocabulary needed for accurate simplifications.
VLM Fine-Tuning for Robotics on AMD Enterprise AI Suite
- 28 November 2025
Vision-language models (VLMs) power applications from image captioning to robotics instruction following, but full model fine-tuning is resource-intensive and slow. Low-Rank Adaptation (LoRA) offers a faster, more efficient alternative by training only a small set of injected parameters while keeping the base model frozen.
Fine-Tune LLMs for Proteins with AMD Enterprise AI Suite
- 27 November 2025
Want to teach a large language model to understand protein sequences? ROCm has got you covered.