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Model1.0
Jyotiyadav/Model1.0
Model1.0 is a token classification model from Jyotiyadav. Use it when you need labels on individual words, such as names. It is set up for transformers.
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34
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125M
14.1 GB on disk
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Repo makeup
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.safetensors501 MB · 99%
At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv3
- Access
- Public
- Created
- May 25, 2024
- Updated
- Nov 7, 2024
- SHA
- 1cb0496b
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Model card
From the Hugging Face model README
Training and Validation Metrics
| Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|
| 100 | No log | 0.171985 | 0.809524 | 0.739130 | 0.772727 | 0.957895 |
| 200 | No log | 0.191291 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 300 | No log | 0.106567 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 400 | No log | 0.105405 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 500 | 0.154400 | 0.083246 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 600 | 0.154400 | 0.084008 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 700 | 0.154400 | 0.174394 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 800 | 0.154400 | 0.106634 | 0.952381 | 0.869565 | 0.909091 | 0.968421 |
| 900 | 0.154400 | 0.052584 | 0.913043 | 0.913043 | 0.913043 | 0.978947 |
| 1000 | 0.003600 | 0.001681 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1100 | 0.003600 | 0.001468 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1200 | 0.003600 | 0.001250 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1300 | 0.003600 | 0.001125 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1400 | 0.003600 | 0.001014 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1500 | 0.002400 | 0.000936 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1600 | 0.002400 | 0.000862 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1700 | 0.002400 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1800 | 0.002400 | 0.000743 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 1900 | 0.002400 | 0.000853 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2000 | 0.001100 | 0.001020 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2100 | 0.001100 | 0.000921 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2200 | 0.001100 | 0.000881 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2300 | 0.001100 | 0.000806 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2400 | 0.001100 | 0.000793 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2500 | 0.000800 | 0.000812 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2600 | 0.000800 | 0.000765 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2700 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2800 | 0.000800 | 0.000724 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 2900 | 0.000800 | 0.000732 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 3000 | 0.000700 | 0.000736 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv3
- Created
- May 25, 2024
- Updated
- Nov 7, 2024