Downloads · 30 days
29
63% of all-time downloads
kubert-from_multilingual
ania3000/kubert-from_multilingual
kubert-from_multilingual is a fill-mask model from ania3000. 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
46
Public
Parameters
178M
712 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors712 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 13, 2026
- Updated
- Aug 13, 2026
- SHA
- 18d8c4d4
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. -->
kubert-from_multilingual
This model is a fine-tuned version of google-bert/bert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7621
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- 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 |
|---|---|---|---|
| No log | 0.4785 | 200 | 2.5883 |
| No log | 0.9569 | 400 | 2.3145 |
| No log | 1.4354 | 600 | 2.1484 |
| No log | 1.9139 | 800 | 2.0133 |
| No log | 2.3923 | 1000 | 1.9202 |
| No log | 2.8708 | 1200 | 1.8627 |
| No log | 3.3493 | 1400 | 1.8354 |
| No log | 3.8278 | 1600 | 1.7811 |
| No log | 4.3062 | 1800 | 1.7584 |
| No log | 4.7847 | 2000 | 1.7621 |
Framework versions
- Transformers 4.57.3
- Pytorch 2.11.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Aug 13, 2026
- Updated
- Aug 13, 2026