Khang PhaminArtificial Intelligence in Plain EnglishHow To Improve the Performance of a RAG ModelOptimize RAG models by enhancing vectorization, using multiple data sources, and selecting the right language model for better performance.Aug 19Aug 19
Khang PhamHistory and Future of LLMsLLMs are complex in their function, massive in size, and enable groundbreaking advancements. Go over the history and future of LLMs.Jul 16Jul 16
Khang PhaminDataDrivenInvestorWhy the Newest LLMs use a MoE (Mixture of Experts) ArchitectureMixture of Experts architecture is defined by a mix or blend of different “expert” models working together to complete a specific problem.Jul 8Jul 8
Khang PhaminDataDrivenInvestorHow Retrieval Augment Generation Makes LLMs Smarter Than BeforeFeeding LLMs domain knowledge gives prompts context and improves results. RAG decreases hallucination and has several other advantages.Jun 14Jun 14
Khang PhaminDataDrivenInvestorAI & LLMs in Finance & PaymentTasks like detecting fraud, running anomaly analysis, and forecasting can be accomplished utilizing AI and machine learning methods.Jun 11Jun 11
Khang PhaminArtificial Intelligence in Plain EnglishQuantization and LLMs — Condensing Models to Manageable SizesDeploying and operating complex models can get computationally costly. Here is where quantization comes in handy.Apr 23Apr 23
Khang PhaminArtificial Intelligence in Plain EnglishDiffusion and Denoising — Explaining Text-to-Image Generative AIDenoising diffusion models are trained to pull patterns out of noise, to generate a desirable image.Apr 8Apr 8
Khang PhaminArtificial Intelligence in Plain EnglishExtractive Summarization with LLM using BERTLearn how you can pull key sentences out of a corpus of text using BERT Summarization.Mar 6Mar 6
Khang PhaminArtificial Intelligence in Plain EnglishVector Database for LLMs, Generative AI, and Deep LearningFeb 21Feb 21
Khang PhaminArtificial Intelligence in Plain EnglishHow to Install ColabFold & Run AI Protein Folding LocallyInstead of relying on Google Colab, we’ll go go through the step-by-step process of deploying ColabFold locally on your own on-prem…Jan 18Jan 18