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September 12th, 2023 - Frontiers in AI: From Pint-Sized Powerhouses and Pruned Datasets to Multilingual Mastery and Image Restoration
Manage episode 376764872 series 3485608
المحتوى المقدم من Marcus Edel. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Marcus Edel أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
- Textbooks Are All You Need II: phi-1.5 technical report
- DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
- When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
- MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
- FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
- Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
فصول
1. Intro (00:00:00)
2. Textbooks Are All You Need II: phi-1.5 technical report (00:02:20)
3. DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior (00:04:42)
4. When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale (00:05:59)
5. MADLAD-400: A Multilingual And Document-Level Large Audited Dataset (00:07:21)
6. FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning (00:08:32)
7. Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs (00:10:01)
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