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Model Details
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Developed by: Maksud Sharipov
- Model type: Morphological and Semantic Tagger
- Language(s) (NLP): Uzbek
- License: Apache 2.0
- Finetuned from model : BERTbek
Model Sources [optional]
Training Details
global_step=195, training_loss=1.7335300543369392, metrics={'train_runtime': 45.8596, 'train_samples_per_second': 67.816, 'train_steps_per_second': 4.252, 'total_flos': 261367563697152.0, 'train_loss': 1.7335300543369392, 'epoch': 5.0}
Training Data
Uzbek POS and Morph dataset manually created and annotated.
[More Information Needed]
Training Procedure
Using Google Colab, with an 25GB L4 GPU
Training Hyperparameters
do_train=True, do_eval=True, learning_rate=2e-5, per_device_train_batch_size=16, per_device_eval_batch_size=16, num_train_epochs=5, weight_decay=0.01
Speeds, Sizes, Times [optional]
[More Information Needed]
Evaluation
Coming up....
- Hardware Type: Google Colab platfrom L4 type GPU
- Hours used: 0.4
- Cloud Provider: Google
- Compute Region: Uzbekistan
- Carbon Emitted: Not provided
Model Card Authors
Maksud Sharipov: maqsbek72@gmail.com Elmurod Kuriyozov: elmurod1202@gmail.com
Model Card Contact
Maksud Sharipov: maqsbek72@gmail.com