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my_model
dadashzadeh/my_model
my_model is a token classification model from dadashzadeh. Use it when you need labels on individual words, such as names. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 5, 2024
- Updated
- Aug 9, 2024
- SHA
- 4ec76ed0
Try a prompt
Base models
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. -->
my_model
This model is a fine-tuned version of PartAI/TookaBERT-Base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5927
- Precision: 0.6667
- Recall: 0.5455
- F1: 0.6
- Accuracy: 0.7660
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 10 | 2.1391 | 0.25 | 0.1818 | 0.2105 | 0.5532 |
| No log | 2.0 | 20 | 1.7910 | 0.5556 | 0.4545 | 0.5 | 0.7447 |
| No log | 3.0 | 30 | 1.5927 | 0.6667 | 0.5455 | 0.6 | 0.7660 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Token Classification
- Type
- bert
- License
- apache-2.0
- Languages
- fa
- Created
- Aug 5, 2024
- Updated
- Aug 9, 2024