Downloads · 30 days
8
15% of all-time downloads
bart-large-snli-model3
varun-v-rao/bart-large-snli-model3
bart-large-snli-model3 is a text classification model from varun-v-rao. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
53
Public
Parameters
407M
4.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.6 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Jun 20, 2024
- Updated
- Jun 20, 2024
- SHA
- 15151ca7
Try a prompt
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. -->
bart-large-snli-model3
This model is a fine-tuned version of facebook/bart-large on the snli dataset. It achieves the following results on the evaluation set:
- Loss: 0.2096
- Accuracy: 0.9311
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: 128
- eval_batch_size: 128
- seed: 54
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.2837 | 1.0 | 4292 | 0.2169 | 0.9247 |
| 0.2372 | 2.0 | 8584 | 0.2062 | 0.9321 |
| 0.1984 | 3.0 | 12876 | 0.2096 | 0.9311 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Jun 20, 2024
- Updated
- Jun 20, 2024