Downloads · 30 days
16
16% of all-time downloads
xlm-roberta-base-inspiration
reecursion123/xlm-roberta-base-inspiration
xlm-roberta-base-inspiration is a text classification model from reecursion123. 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
99
Public
Parameters
278M
2.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jan 26, 2024
- Updated
- Jan 29, 2024
- SHA
- 49dfe6c8
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. -->
xlm-roberta-base-inspiration
This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6599
- Accuracy: 0.8697
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.6109 | 1.0 | 1237 | 0.3765 | 0.8406 |
| 0.3053 | 2.0 | 2474 | 0.3668 | 0.8503 |
| 0.2276 | 3.0 | 3711 | 0.5105 | 0.8673 |
| 0.2864 | 4.0 | 4948 | 0.5916 | 0.8608 |
| 0.0791 | 5.0 | 6185 | 0.6599 | 0.8697 |
Framework versions
- Transformers 4.37.1
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Jan 26, 2024
- Updated
- Jan 29, 2024