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Goader_liberta-large-upos
izaitova/Goader_liberta-large-upos
Goader_liberta-large-upos is a machine learning model from izaitova. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Aug 20, 2024
- Updated
- Aug 22, 2024
- SHA
- af0578e5
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Goader_liberta-large-upos
This model is a fine-tuned version of Goader/liberta-large on the universal_dependencies dataset. It achieves the following results on the evaluation set:
- Loss: 0.2970
- Precision: 0.7918
- Recall: 0.7643
- F1: 0.7715
- Accuracy: 0.8942
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: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
Framework versions
- Transformers 4.39.3
- Pytorch 1.11.0a0+17540c5
- Datasets 2.21.0
- Tokenizers 0.15.2
- Type
- bert
- License
- cc-by-4.0
- Created
- Aug 20, 2024
- Updated
- Aug 22, 2024