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Parameter Efficient Finetuning
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Classroom Contents
Building Better Language Models - Paradigms and Techniques
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- 1 Intro
- 2 Paradigm 1 Writing Down
- 3 Paradigm 2 Example
- 4 Paradigm 3 Example
- 5 How are most language models built
- 6 Zeroshot learning
- 7 Alternative Paradigm
- 8 Multitask Prompted Training
- 9 NLP Data Sets
- 10 Writing Prompts
- 11 Pretrained Models
- 12 Paper
- 13 Results
- 14 Model Architecture
- 15 Experimental Results
- 16 Adaptation Results
- 17 Example in Context
- 18 Parameter Efficient Finetuning
- 19 Learning Facts
- 20 Pipeline
- 21 Sanity Check
- 22 Model Accuracy
- 23 Relevant Context
