Downloads · 30 days
28
7% of all-time downloads
tiny-mlm-wikitext-from-scratch-custom-tokenizer
muhtasham/tiny-mlm-wikitext-from-scratch-custom-tokenizer
tiny-mlm-wikitext-from-scratch-custom-tokenizer is a fill-mask model from muhtasham. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
402
Public
Repo size
195 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin17.7 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Jan 19, 2023
- Updated
- Jan 19, 2023
- SHA
- 4371ae67
Try a prompt
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. -->
tiny-mlm-wikitext-from-scratch-custom-tokenizer
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 7.8293
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 9.4643 | 0.4 | 500 | 8.8756 |
| 8.3543 | 0.8 | 1000 | 8.2034 |
| 7.8651 | 1.2 | 1500 | nan |
| 7.7169 | 1.6 | 2000 | 7.9480 |
| 7.6861 | 2.0 | 2500 | 7.9370 |
| 7.6117 | 2.4 | 3000 | 7.9070 |
| 7.6402 | 2.8 | 3500 | 7.9129 |
| 7.6067 | 3.2 | 4000 | nan |
| 7.5826 | 3.6 | 4500 | 7.8070 |
| 7.5554 | 4.0 | 5000 | 7.8293 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Jan 19, 2023
- Updated
- Jan 19, 2023