Downloads · 30 days
9
3% of all-time downloads
tapt_helpfulness_base_pretraining_model
BigTMiami/tapt_helpfulness_base_pretraining_model
tapt_helpfulness_base_pretraining_model is a fill-mask model from BigTMiami. Use it when you need the model to fill a missing word. 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
358
Public
Parameters
125M
5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors499 MB · 100%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Apr 15, 2024
- Updated
- Apr 15, 2024
- SHA
- 2423f216
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. -->
tapt_helpfulness_base_pretraining_model
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4502
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: 0.0005
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 11
- total_train_batch_size: 352
- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.06
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9099 | 0.97 | 27 | 1.6497 |
| 1.716 | 1.98 | 55 | 1.6088 |
| 1.6549 | 2.99 | 83 | 1.5624 |
| 1.6585 | 3.97 | 110 | 1.5455 |
| 1.557 | 4.98 | 138 | 1.5446 |
| 1.5142 | 5.99 | 166 | 1.5057 |
| 1.4788 | 7.0 | 194 | 1.4934 |
| 1.5057 | 7.97 | 221 | 1.4714 |
| 1.4232 | 8.98 | 249 | 1.4541 |
| 1.3778 | 9.74 | 270 | 1.4498 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Apr 15, 2024
- Updated
- Apr 15, 2024