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September 21th, 2023 - Neural Frontiers: From FreeU's Image Mastery to Languini Kitchen's Equalized Research
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- FreeU: Free Lunch in Diffusion U-Net
- Neurons in Large Language Models: Dead, N-gram, Positional
- DreamLLM: Synergistic Multimodal Comprehension and Creation
- Kosmos-2.5: A Multimodal Literate Model
- End-to-End Speech Recognition Contextualization with Large Language Models
- The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
Chapters
1. Intro (00:00:00)
2. FreeU: Free Lunch in Diffusion U-Net (00:01:57)
3. Neurons in Large Language Models: Dead, N-gram, Positional (00:03:44)
4. DreamLLM: Synergistic Multimodal Comprehension and Creation (00:07:45)
5. Kosmos-2.5: A Multimodal Literate Model (00:09:38)
6. End-to-End Speech Recognition Contextualization with Large Language Models (00:11:14)
7. The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute (00:12:45)
75 episodes
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