Spaces:
Sleeping
Sleeping
File size: 1,281 Bytes
64eaac6 908e5e8 64eaac6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
---
title: Marketplace Products
emoji: 🚀
colorFrom: purple
colorTo: yellow
sdk: gradio
sdk_version: 4.37.2
app_file: app.py
pinned: false
license: apache-2.0
---
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
# This model is a fine-tuned version of distilbert/distilbert-base-uncased for NER Task.
### The following hyperparameters were used during training:
- learning_rate=2e-5,
- per_device_train_batch_size=128,
- per_device_eval_batch_size=128,
- num_train_epochs=4,
- weight_decay=0.01,
- num_epochs: 4
### It achieves the following results on the evaluation set:
#### Training results
| Epoch | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
|:-----:|:-------------:|:---------------:|:---------:|:--------:|:--------:|:--------:|
| 1 | 0.286800 | 0.125389 | 0.977472 | 0.977472 | 0.977472 | 0.977472 |
| 2 | 0.051800 | 0.026039 | 0.993742 | 0.993742 | 0.993742 | 0.993742 |
| 3 | 0.024200 | 0.013263 | 0.994994 | 0.994994 | 0.994994 | 0.994994 |
| 4 | 0.015500 | 0.013252 | 0.994994 | 0.994994 | 0.994994 | 0.994994 |
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1 |