Downloads · 30 days
10
2% of all-time downloads
bart-mlm
mwesner/bart-mlm
bart-mlm is a machine learning model from mwesner. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
526
Public
Repo size
4.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.6 GB · 100%
At a glance
- Library
- transformers
- Model type
- bart
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Sep 5, 2021
- SHA
- 1c2c68ae
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-mlm
This model is a fine-tuned version of mwesner/bart-mlm on the CNN/Dailymail dataset. It achieves the following results on the evaluation set:
- Loss: 7.5338
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: 0.001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.5202 | 1.0 | 15237 | 7.5964 |
| 7.5151 | 2.0 | 30474 | 7.5400 |
| 7.5157 | 3.0 | 45711 | 7.5351 |
| 7.5172 | 4.0 | 60948 | 7.5317 |
| 7.5108 | 5.0 | 76185 | 7.5338 |
Framework versions
- Transformers 4.8.1
- Pytorch 1.9.0
- Datasets 1.11.0
- Tokenizers 0.10.3
- Library
- transformers
- Type
- bart
- Created
- Mar 2, 2022
- Updated
- Sep 5, 2021