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Dev neil branch creation #23
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Update pretraining and finetuning config yamls for masking and negati…
…ves pretrained models
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Apply entity type masking and negatives transformations to Collie dat…
…aset by creating a new Dataset CollieDatasetWithTransformations
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data transformations for negatives fixed, created a function to turn …
…results into a table
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Fix GPU allocation and memory usage in bash scripts for negatives and…
… curriculum pretraining
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Refactor dataset class selection and add num_workers argument
This commit refactors the dataset class selection in the `train_collie` function. If either `data_args.entity_type_masking_prob` or `data_args.negatives_prob` is set, the `CollieDatasetWithTransformations` class is used. Otherwise, the base `CollieDataset` class is used. Additionally, the `num_workers` argument is added to limit the number of workers to the minimum of the available CPU count and 16.
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Refactor dataset class selection to accept the augmentations as a lis…
…t for curriculum learning possibility
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update finetuning configurations to include pretrained lora weights a…
…nd add new bash scripts for pretraining and finetuning
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update pretraining and finetuning configurations to reflect 30k curri…
…culum and add new bash scripts for 50k training
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Commits on Nov 17, 2024
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add finetuning configuration for 50k pretrained model with updated tr…
…aining and evaluation settings
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add new bash scripts for 50k pretraining and finetuning configuration…
…s with updated model settings
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Commits on Nov 18, 2024
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