Downloads · 30 days
4
18% of all-time downloads
NER-BERT-10KData
mehmetalpy/NER-BERT-10KData
NER-BERT-10KData is a machine learning model from mehmetalpy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
22
Public
Parameters
109M
4.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors436 MB · 100%
At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Aug 9, 2024
- Updated
- Aug 9, 2024
- SHA
- 4563f5ea
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. -->
NER-BERT-10KData
This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4232
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: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 1000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2951 | 2.3256 | 100 | 0.4395 |
| 0.1989 | 4.6512 | 200 | 0.4701 |
| 0.1302 | 6.9767 | 300 | 0.4402 |
| 0.0967 | 9.3023 | 400 | 0.4868 |
| 0.0603 | 11.6279 | 500 | 0.4259 |
| 0.0365 | 13.9535 | 600 | 0.4508 |
| 0.0168 | 16.2791 | 700 | 0.4267 |
| 0.0119 | 18.6047 | 800 | 0.4077 |
| 0.0054 | 20.9302 | 900 | 0.4196 |
| 0.0027 | 23.2558 | 1000 | 0.4232 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- bert
- License
- apache-2.0
- Created
- Aug 9, 2024
- Updated
- Aug 9, 2024