#fine-tuning
17 episodes
The Price of Politeness: Should AI Guardrails Stay?
Herman and Corn debate the hidden costs of AI safety layers and what happens when we strip away the "corporate HR" personality of LLMs.
AI's Hidden Cultural Code: East vs. West
Do AIs think differently East vs. West? Uncover the hidden cultural code embedded in large language models.
System Prompts vs Fine-Tuning: When to Actually Train Your AI
Prompt or fine-tune? We break down when to train your AI, from Shakespearean emails to law firm docs. Avoid unnecessary fine-tuning!
Building an AI Model from Scratch: The Hidden Costs
Building an AI model from scratch? It's a brutal reality of trillions of tokens and millions in GPUs. Discover the hidden costs of modern AI.
System Prompts vs. Fine-Tuning: Are We Building Solutions for Problems That Don't Exist?
Are we over-engineering AI solutions? We dive into system prompts vs. fine-tuning and ask: Do you even need to fine-tune?
AI's Secret: Decoding the .5 Updates
Uncover the hidden world of AI's .5 updates. It's not just bug fixes—it's hundreds of millions and countless hours shaping smarter, safer AI.
Your AI, Evolving: Beyond the Static Snapshot
Is your AI an "old suit" that no longer fits? We explore evolving AI that learns and adapts with you.
Personalizing Whisper: The Voice Typing Revolution
Voice typing is changing everything. Join us as we explore the revolution of personalizing Whisper!
Architectural AI: Precision with ControlNet & ComfyUI
From hobbyist AI to high-stakes professional applications: architectural AI with ControlNet & ComfyUI.
Is Your AI Secretly American?
Ever wonder if your AI is secretly American? We're unpacking the invisible, US-centric worldview embedded in leading Western AI models.
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.
AI Gets Personal: The Power of Voice Fine-Tuning
AI that understands *your* voice? Dive into the fascinating world of fine-tuning and discover how AI gets personal.
If Your Voice Ages, Does Your Fine-Tune Become Useless?
Your voice changes, but your fine-tuned model shouldn't become useless. We explore the biology of the larynx and ASR.
How To Fine Tune Whisper
Build your own AI transcription tool! We'll walk you through fine-tuning Whisper, from data to notebook.
Fine-Tuning ASR For Maximal Usability
Fine-tuned ASR is just the start. Discover the next steps for deployment and maximizing usability.
Benchmarking Custom ASR Tools - Beyond The WER
Benchmarking custom ASR fine-tunes: We're diving deep beyond the WER to truly measure performance.
How Does Fine Tuning Work Anyway?
Unlock the secrets of AI fine-tuning. Discover how your small dataset can shape a giant model.