Downloads · 30 days
8
3% of all-time downloads
EcoBERT-Scratch
ViktorDo/EcoBERT-Scratch
EcoBERT-Scratch is a machine learning model from ViktorDo. 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
236
Public
Repo size
1.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin267 MB · 100%
At a glance
- Library
- transformers
- Access
- Public
- Created
- Mar 8, 2023
- Updated
- Sep 4, 2023
- SHA
- 95804efc
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. -->
EcoBERT-Scratch
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 6.2594
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: 5
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 40
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 6.2844 | 0.66 | 500 | 6.2584 |
| 6.2842 | 1.32 | 1000 | 6.2624 |
| 6.2893 | 1.98 | 1500 | 6.2782 |
| 6.2962 | 2.64 | 2000 | 6.2582 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Library
- transformers
- Created
- Mar 8, 2023
- Updated
- Sep 4, 2023