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PickupReq_combined_RNS_Dec23_EEB_v4
sxandie/PickupReq_combined_RNS_Dec23_EEB_v4
PickupReq_combined_RNS_Dec23_EEB_v4 is a token classification model from sxandie. Use it when you need labels on individual words, such as names. It is set up for transformers.
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Repo size
2 GB
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv3
- Access
- Public
- Created
- Dec 11, 2023
- Updated
- Dec 11, 2023
- SHA
- c33aee29
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Model card
From the Hugging Face model README
Trained on 70 extra docs from ELNTS.
Base Model: "sxandie/PickupReq_combined_RNS_Nov23_EEB_v3"
| Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|
| 100 | No log | 0.094629 | 0.911972 | 0.931655 | 0.921708 | 0.987958 |
| 200 | No log | 0.112737 | 0.919014 | 0.938849 | 0.928826 | 0.986316 |
| 300 | No log | 0.128542 | 0.913978 | 0.917266 | 0.915619 | 0.986590 |
| 400 | No log | 0.096163 | 0.932862 | 0.949640 | 0.941176 | 0.988779 |
| 500 | 0.013700 | 0.097847 | 0.909408 | 0.938849 | 0.923894 | 0.987685 |
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv3
- Created
- Dec 11, 2023
- Updated
- Dec 11, 2023