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canine_vowelizer_0706_v2_retrain_on_0701
Buseak/canine_vowelizer_0706_v2_retrain_on_0701
canine_vowelizer_0706_v2_retrain_on_0701 is a token classification model from Buseak. Use it when you need labels on individual words, such as names. It is set up for transformers. 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
- Library
- transformers
- License
- apache-2.0
- Model type
- canine
- Access
- Public
- Created
- Jan 7, 2024
- Updated
- Jan 7, 2024
- SHA
- 05233002
Try a prompt
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. -->
canine_vowelizer_0706_v2_retrain_on_0701
This model is a fine-tuned version of Buseak/canine_vowelizer_0706_v2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0015
- Precision: 1.0000
- Recall: 1.0000
- F1: 1.0000
- Accuracy: 0.9996
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 488 | 0.0264 | 1.0000 | 1.0000 | 1.0000 | 0.9921 |
| 0.0548 | 2.0 | 976 | 0.0165 | 1.0000 | 1.0000 | 1.0000 | 0.9950 |
| 0.0396 | 3.0 | 1464 | 0.0109 | 1.0000 | 1.0000 | 1.0000 | 0.9966 |
| 0.0308 | 4.0 | 1952 | 0.0070 | 1.0000 | 1.0000 | 1.0000 | 0.9978 |
| 0.0243 | 5.0 | 2440 | 0.0047 | 1.0000 | 1.0000 | 1.0000 | 0.9986 |
| 0.0199 | 6.0 | 2928 | 0.0034 | 1.0000 | 1.0000 | 1.0000 | 0.9991 |
| 0.0167 | 7.0 | 3416 | 0.0024 | 1.0000 | 1.0000 | 1.0000 | 0.9993 |
| 0.0136 | 8.0 | 3904 | 0.0020 | 1.0000 | 1.0000 | 1.0000 | 0.9995 |
| 0.0121 | 9.0 | 4392 | 0.0016 | 1.0000 | 1.0000 | 1.0000 | 0.9996 |
| 0.0109 | 10.0 | 4880 | 0.0015 | 1.0000 | 1.0000 | 1.0000 | 0.9996 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.13.3
- Task
- Token Classification
- Library
- transformers
- Type
- canine
- License
- apache-2.0
- Created
- Jan 7, 2024
- Updated
- Jan 7, 2024