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implicit-motives-affiliation-roberta-large
theharmonylab/implicit-motives-affiliation-roberta-large
implicit-motives-affiliation-roberta-large is a machine learning model from theharmonylab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024
- SHA
- 95f654a3
Base models
Datasets
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. -->
final
This model is a fine-tuned version of roberta-large on the GLUE SCHONE_AFF dataset. It achieves the following results on the evaluation set:
- Loss: 0.1011
- Roc Auc: 0.9877
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: 1e-05
- train_batch_size: 128
- eval_batch_size: 256
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Roc Auc |
|---|---|---|---|---|
| 0.2128 | 0.9985 | 332 | 0.1760 | 0.9613 |
| 0.184 | 2.0 | 665 | 0.1493 | 0.9730 |
| 0.1592 | 2.9985 | 997 | 0.1257 | 0.9811 |
| 0.1464 | 4.0 | 1330 | 0.1069 | 0.9861 |
| 0.1236 | 4.9925 | 1660 | 0.1011 | 0.9877 |
Framework versions
- Transformers 4.44.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- roberta
- License
- mit
- Languages
- en
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024