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mt5-mlsum-turkish-summarization
savasy/mt5-mlsum-turkish-summarization
mt5-mlsum-turkish-summarization is a machine learning model from savasy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This checkpoint has been trained with the Turkish part of the MLSUM dataset where google/mt5 is the main Pre-trained checkpoint. SimpleT5 library is used for training.
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jan 7, 2022
- SHA
- a32cbb40
Model card
From the Hugging Face model README
This checkpoint has been trained with the Turkish part of the MLSUM dataset where google/mt5 is the main Pre-trained checkpoint. SimpleT5 library is used for training.
Here is the code snippet for training
model = SimpleT5()
model.from_pretrained("mt5","google/mt5-small")
model.train(train_df=train2, # pandas dataframe with 2 columns: source_text & target_text
eval_df=validation2, # 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 = "mt5_mlsum_turkish",
early_stopping_patience_epochs = 0,
precision = 32
)
- Library
- transformers
- Type
- mt5
- Created
- Mar 2, 2022
- Updated
- Jan 7, 2022