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---
license: apache-2.0
base_model: google/electra-base-generator
tags:
- generated_from_trainer
datasets:
- wnut_17
model-index:
- name: electra-base-generator-Wnut-TokenClassification
results: []
---
<!-- 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. -->
# electra-base-generator-Wnut-TokenClassification
This model is a fine-tuned version of [google/electra-base-generator](https://huggingface.co/google/electra-base-generator) on the wnut_17 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5054
## 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: 2e-05
- 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
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.1382 | 1.0 | 425 | 0.9616 |
| 0.4992 | 2.0 | 850 | 0.5462 |
| 0.4307 | 3.0 | 1275 | 0.5054 |
### Framework versions
- Transformers 4.35.2
- Pytorch 2.1.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0