Downloads · 30 days
2
8% of all-time downloads
distilbert-base-uncased-finetuned-cs-bigred-local
fahadal/distilbert-base-uncased-finetuned-cs-bigred-local
distilbert-base-uncased-finetuned-cs-bigred-local is a fill-mask model from fahadal. Use it when you need the model to fill a missing word. 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
26
Public
Parameters
67M
1.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors268 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Dec 11, 2024
- Updated
- Dec 12, 2024
- SHA
- 3bf4d6d2
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. -->
distilbert-base-uncased-finetuned-cs-bigred-local
This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5696
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.165 | 1.0 | 4 | 2.5972 |
| 2.8874 | 2.0 | 8 | 2.5472 |
| 2.7702 | 3.0 | 12 | 2.6764 |
| 2.0665 | 1.0 | 4890 | 1.9244 |
| 1.907 | 2.0 | 9780 | 1.8181 |
| 1.8901 | 3.0 | 14670 | 1.7775 |
| 1.8405 | 2.0 | 18608 | 1.6920 |
| 1.7523 | 3.0 | 27912 | 1.6335 |
| 1.705 | 3.0 | 29187 | 1.5664 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Dec 11, 2024
- Updated
- Dec 12, 2024