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CMU Advanced NLP: How to Use Pre-Trained Models
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- 1 Intro
- 2 Why pretraining
- 3 Satellite Remote Sensing
- 4 Fine Tuning Pretrained Models
- 5 Comparing Two Methods of Fine Tuning
- 6 Empirical Observations
- 7 Linear probing
- 8 Finetuning
- 9 Regularizers
- 10 Linear Probe
- 11 Questions
- 12 Discussion
- 13 In Context Learning
- 14 Whats Happening Here
- 15 Mental Model
- 16 Latent Concept
- 17 Problem Distribution
