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October 26th, 2023 - Frontiers of AI: From Quantum Compression to Visionary Transformers
Manage episode 381019757 series 3485608
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- LLM-FP4: 4-Bit Floating-Point Quantized Transformers
- Detecting Pretraining Data from Large Language Models
- ConvNets Match Vision Transformers at Scale
- A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation
- QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
章节
1. Intro (00:00:00)
2. LLM-FP4: 4-Bit Floating-Point Quantized Transformers (00:01:52)
3. Detecting Pretraining Data from Large Language Models (00:04:23)
4. ConvNets Match Vision Transformers at Scale (00:07:29)
5. A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation (00:10:08)
6. QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models (00:11:27)
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