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Transformer Architecture

226 episodes · Page 10 of 10

#41: The Butcher's Bargain: When Smaller AI Is Good Enough

Unlock powerful AI on your device! We demystify quantization, the ingenious trick making local AI a reality.

local-aiai-inferencegpustransformer-architecture

#39: When Smaller AI Is Smarter

Forget LLMs. Discover SLMs: the specialized, efficient AI powerhouses transforming workflows, from planning to edge devices.

fine-tuningai-inferencelocal-aitransformer-architecture

#37: From Keywords to Meaning: How AI Understands You

Unlock AI's secret language! Discover how vectors and embeddings create a "semantic galaxy" for true understanding and control.

ragtransformer-architecturecontext-and-memory

#36: When Smart Software Became AI

AI isn't new. We've been using "smart software" for decades, from medical imaging to weather prediction, long before ChatGPT.

computer-visiontransformer-architecturehistory-of-technologyai-evaluation

#19: AI Images: The Jigsaw Beneath the Magic

Beyond the prompt, discover the intricate 'jigsaw puzzle' of AI image generation. Uncover the magic's true workings.

transformer-architecturegenerative-mediaprompt-engineeringlocal-aigpus

#14: AGI's Crossroads: Are LLMs a "Dead End" to True AI?

Are LLMs a dead end for true AGI? We dive into the electrifying debate with AI's forefathers.

transformer-architectureai-evaluationcontext-and-memory

#13: AI: Not an Overnight Success Story

AI's "overnight success" is a myth. Unravel the true story behind its rise, from humble beginnings to today's innovations.

transformer-architecturehistory-of-technologytraining-data

#12: The AI Breakthrough: Transformers & The Perfect Storm

AI's everywhere. How did chatbots, art, and video all emerge so suddenly? The secret lies in Transformers and a perfect storm.

transformer-architecturegenerative-mediaai-inference

#10: How ASR Went From Frustration To ... Whisper Magic

Speech to text: from frustrating to fantastic. Uncover the magic behind its rapid rise and connection to the AI boom!

speech-recognitionai-inferencelocal-aitransformer-architecturehistory-of-technology

#11: How Does Fine Tuning Work Anyway?

Unlock the secrets of AI fine-tuning. Discover how your small dataset can shape a giant model.

fine-tuningtransformer-architecturetraining-dataai-inference