PinnedMinyang ChenVision Language Models for Radiologists: Detecting Regions of Interest in Brain CT ImagesRecent advancements in Vision Language Models have significantly propelled the realization of Smart Visual Assistants for radiologist image…5d ago5d ago
PinnedMinyang ChenAgentic Workflow ImplementationsWhen building AI applications involving multiple tasks implemented by different components (chains or pipelines), complexities can quickly…Aug 2Aug 2
PinnedMinyang ChenAutomatic Knowledge RAG with R2RThis is part two of Demystify Knowledge RAG frameworks. In our previous writing, we explored Knowledge RAG concepts, Microsoft GraphRAG…Jul 163Jul 163
PinnedMinyang ChenBuilding High Performance Computing Clusters (GPU) for AI at ScaleThe use of GPU accelerated machine learning workloads. Multi GPUs and Multi-Nodes enable distributed training at scale. Supercomputers rely…Jul 25Jul 25
PinnedMinyang ChenFinetune LLM to convert a receipt image to json or xmlMotivationOct 7, 20234Oct 7, 20234
Minyang ChenPaliGemma: Receipt & Invoice JSON v2In previous work, I created multiple experimental Large Language Model (LLM) architectures to convert receipt images into JSON or XML…4d ago4d ago
Minyang ChenThe Rise of CPU Inference: Powerful and Affordable LLMsGPUs are the default choice for LLM inference due to their speed advantage, but I believe we’re approaching a wall in terms of cost and…Aug 10Aug 10
Minyang ChenInvest in Strategies to Save LLM CostAs we all know today, not all language models (LLMs) are created equal; some models are more resource-intensive than others. Factors such…Aug 6Aug 6
Minyang ChenImproving Software Reliability and Security through Memory-Safe LanguagesMemory safety issues refer to vulnerabilities that arise from incorrect or unexpected behavior when dealing with dynamic memory management…Jul 23Jul 23
Minyang ChenNASA Bidara prompt engineering techniquesAlthough ChatGPT, or like LLM models using natural language as interface, works great for many use cases. However, to achieve a desired…Jul 22Jul 22
