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August 1st, 2023 - Adventures in Machine Learning: Unraveling the Power of AI from Hydra Effects to Robotic Minds
Manage episode 372900778 series 3485608
Innehåll tillhandahållet av Marcus Edel. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Marcus Edel eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
- ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
- Discovering Adaptable Symbolic Algorithms from Scratch
- RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
- Guiding Image Captioning Models Toward More Specific Captions
- LLM-Rec: Personalized Recommendation via Prompting Large Language Models
- The Hydra Effect: Emergent Self-repair in Language Model Computations
Kapitel
1. Intro (00:00:00)
2. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs (00:01:55)
3. Discovering Adaptable Symbolic Algorithms from Scratch (00:05:26)
4. RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control (00:06:32)
5. Guiding Image Captioning Models Toward More Specific Captions (00:07:59)
6. LLM-Rec: Personalized Recommendation via Prompting Large Language Models (00:09:29)
7. The Hydra Effect: Emergent Self-repair in Language Model Computations (00:10:36)
75 episoder
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