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MentalRoBERTa_EmpAI_final3
LuangMV97/MentalRoBERTa_EmpAI_final3
MentalRoBERTa_EmpAI_final3 is a fill-mask model from LuangMV97. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- roberta
- Access
- Public
- Created
- Apr 5, 2024
- Updated
- Apr 5, 2024
- SHA
- d140d60f
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Base models
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. -->
MentalRoBERTa_EmpAI_final3
This model is a fine-tuned version of mental/mental-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0689
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10000
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.4421 | 1.33 | 1000 | 0.4489 |
| 0.0766 | 2.67 | 2000 | 0.0724 |
| 0.0701 | 4.0 | 3000 | 0.0691 |
| 0.0658 | 5.33 | 4000 | 0.0673 |
| 0.0632 | 6.67 | 5000 | 0.0701 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- cc-by-nc-4.0
- Created
- Apr 5, 2024
- Updated
- Apr 5, 2024