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version 0.1.0

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@Shivanandroy Shivanandroy released this 13 Jul 17:50
· 12 commits to main since this release

SimpleT5 - version 0.1.0

  • Supports ByT5 model - Thanks to @mapmeld for his contribution
from simplet5 import SimpleT5
model = SimpleT5()
model.from_pretrained("byt5", "google/byt5-small")
  • Added precision flag to support mixed precision training
# train
model.train(train_df=train_df, # pandas dataframe with 2 columns: source_text & target_text
            eval_df=eval_df, # pandas dataframe with 2 columns: source_text & target_text
            source_max_token_len = 512, 
            target_max_token_len = 128,
            batch_size = 8,
            max_epochs = 5,
            use_gpu = True,
            outputdir = "outputs",
            early_stopping_patience_epochs = 0,
            precision = 32
            )