dl-project's Issues
Answer 3rd question
Answer 4th question
Answer 1st question
Can pretrained language models transfer to different modalities?
- Run proper benchmarks.
- Prepare summary of results.
Prepare arithmetical dataset + MNIST
- Choose some arithmetical dataset.
- Prepare datasets to satifsfy our API
- Prepare and run baselines for these datasets
Prepare API and pipelines
Answer 2nd question
What is the importance of the pretraining modality?
- Run proper benchmarks.
- Prepare summary of results.
Prepare a biological/chemical dataset
- Choose some biological/chemical datasets
- Prepare datasets to satifsfy our API
- Prepare and run baselines for these datasets
Implement ViT as pretrained transformer
wandb: ERROR Abnormal program exit
I tried to do the experiment for task='cifar10' and got the following error after entering the API key for api.wandb.ai to netrc file:
TypeError: Object of type getset_descriptor is not JSON serializable
wandb: ERROR Abnormal program exit
Run some additional experimets
Run experiments to answer the question: does pretraining scenario influence FPT accuracy?
Prepare datasets music + CIFAR10
- Choose some music dataset.
- Prepare datasets to satifsfy our API
- Prepare and run baselines for these datasets
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