Downloads · 30 days
23
7% of all-time downloads
roberta-Suggestions-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current
youralien/roberta-Suggestions-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current
roberta-Suggestions-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current is a text classification model from youralien. Use it when you need a label for a piece of text. 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
341
Public
Parameters
355M
350 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Mar 8, 2025
- Updated
- Mar 8, 2025
- SHA
- 418c35a8
Try a prompt
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. -->
roberta-Suggestions-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current
This model is a fine-tuned version of FacebookAI/roberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0410
- Accuracy: 0.9589
- Precision: 0.0
- Recall: 0.0
- F1: 0.0
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: 4.4474597566995325e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| 0.1769 | 1.0 | 47 | 0.0321 | 0.9589 | 0.0 | 0.0 | 0.0 |
| 0.1677 | 2.0 | 94 | 0.0571 | 0.9589 | 0.0 | 0.0 | 0.0 |
| 0.1516 | 3.0 | 141 | 0.0390 | 0.9589 | 0.0 | 0.0 | 0.0 |
| 0.1567 | 4.0 | 188 | 0.0476 | 0.9589 | 0.0 | 0.0 | 0.0 |
| 0.1504 | 5.0 | 235 | 0.0410 | 0.9589 | 0.0 | 0.0 | 0.0 |
Framework versions
- Transformers 4.47.1
- Pytorch 2.5.1+cu124
- Datasets 2.21.0
- Tokenizers 0.21.0
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Mar 8, 2025
- Updated
- Mar 8, 2025