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September 22th, 2023 - Revolutionary Speeds & Precision: The Future of Neural Networks and Language Models
Manage episode 377728266 series 3485608
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- Parallelizing non-linear sequential models over the sequence length
- Fast Feedforward Networks
- LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
- A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
- Boolformer: Symbolic Regression of Logic Functions with Transformers
Chapters
1. Intro (00:00:00)
2. Parallelizing non-linear sequential models over the sequence length (00:01:33)
3. Fast Feedforward Networks (00:04:06)
4. LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models (00:06:53)
5. A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models (00:09:07)
6. Boolformer: Symbolic Regression of Logic Functions with Transformers (00:11:54)
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