distilbert-imdb-mlflow
This model is a fine-tuned version of distilbert-base-cased on the imdb dataset.
MLflow logs are included. To visualize them, just clone the repo and run :
mlflow ui
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
Framework versions
- Transformers 4.20.1
- Pytorch 1.10.0
- Datasets 2.3.2
- Tokenizers 0.12.1
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Model tree for juliensimon/distilbert-imdb-mlflow
Base model
distilbert/distilbert-base-cased