Downloads · 30 days
9
2% of all-time downloads
roberta-base-neg-tags
spoiled/roberta-base-neg-tags
roberta-base-neg-tags is a token classification model from spoiled. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
511
Public
Repo size
2.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin496 MB · 99%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Nov 4, 2022
- Updated
- Nov 4, 2022
- SHA
- 9b2e957a
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. -->
roberta-base-neg-tags
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0015
- Precision: 0.0
- Recall: 0.0
- F1: 0.0
- Accuracy: 0.9997
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: 128
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 235 | 0.0021 | 0.0 | 0.0 | 0.0 | 0.9993 |
| No log | 2.0 | 470 | 0.0015 | 0.0 | 0.0 | 0.0 | 0.9997 |
| 0.0073 | 3.0 | 705 | 0.0015 | 0.0 | 0.0 | 0.0 | 0.9997 |
| 0.0073 | 4.0 | 940 | 0.0015 | 0.0 | 0.0 | 0.0 | 0.9997 |
Framework versions
- Transformers 4.25.0.dev0
- Pytorch 1.10.1
- Datasets 2.6.1
- Tokenizers 0.13.1
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Nov 4, 2022
- Updated
- Nov 4, 2022