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All Things LLM
Mr. Dew
15 episodes
1 month ago
In the grand finale of "All Things LLM," hosts Alex and Ben look ahead to the bleeding edge—and reflect on the ultimate question for AI: can we ever truly understand how these models think? Inside this episode: The rise of reasoning models: Discover why the next leap for AI isn’t just bigger models, but smarter thinking. Explore how OpenAI’s o1 and DeepSeek-R1 represent a paradigm shift, moving from brute-force “pre-train and scale” to dynamic, inference-time reasoning. Learn how these new mo...
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Technology
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In the grand finale of "All Things LLM," hosts Alex and Ben look ahead to the bleeding edge—and reflect on the ultimate question for AI: can we ever truly understand how these models think? Inside this episode: The rise of reasoning models: Discover why the next leap for AI isn’t just bigger models, but smarter thinking. Explore how OpenAI’s o1 and DeepSeek-R1 represent a paradigm shift, moving from brute-force “pre-train and scale” to dynamic, inference-time reasoning. Learn how these new mo...
Show more...
Technology
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Making It Yours - Fine-Tuning, PEFT, and RAG
All Things LLM
7 minutes
1 month ago
Making It Yours - Fine-Tuning, PEFT, and RAG
Discover how generalist AIs become powerful specialists in this episode of "All Things LLM." Hosts Alex and AI expert Ben break down the next stage of the LLM lifecycle—customization—and unpack the practical techniques that transform foundation models into domain experts or business-ready assistants. Learn about: Fine-Tuning: Why it’s essential for adapting pre-trained LLMs to specific fields, and how supervised training on labeled, high-quality data unlocks expert performance in areas like h...
All Things LLM
In the grand finale of "All Things LLM," hosts Alex and Ben look ahead to the bleeding edge—and reflect on the ultimate question for AI: can we ever truly understand how these models think? Inside this episode: The rise of reasoning models: Discover why the next leap for AI isn’t just bigger models, but smarter thinking. Explore how OpenAI’s o1 and DeepSeek-R1 represent a paradigm shift, moving from brute-force “pre-train and scale” to dynamic, inference-time reasoning. Learn how these new mo...