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---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- banking77
metrics:
- f1
model-index:
- name: test-bert-base-banking77
results:
- task:
type: text-classification
name: Text Classification
dataset:
name: banking77
type: banking77
config: default
split: test
args: default
metrics:
- type: f1
value: 0.9307471722060918
name: F1
- type: accuracy
value: 0.9308441558441558
name: Accuracy
verified: true
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- type: f1
value: 0.9307471722060919
name: F1 Macro
verified: true
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- type: f1
value: 0.9308441558441558
name: F1 Micro
verified: true
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- type: f1
value: 0.9307471722060918
name: F1 Weighted
verified: true
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- type: precision
value: 0.9341498488099387
name: Precision Macro
verified: true
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- type: precision
value: 0.9308441558441558
name: Precision Micro
verified: true
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- type: precision
value: 0.9341498488099383
name: Precision Weighted
verified: true
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- type: recall
value: 0.9308441558441556
name: Recall Macro
verified: true
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- type: recall
value: 0.9308441558441558
name: Recall Micro
verified: true
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- type: recall
value: 0.9308441558441558
name: Recall Weighted
verified: true
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- type: loss
value: 0.2827721834182739
name: loss
verified: true
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---
<!-- 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. -->
# test-bert-base-banking77
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co./bert-base-uncased) on the banking77 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2828
- F1: 0.9307
## 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: 16
- 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 | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 1.0786 | 1.0 | 626 | 0.7667 | 0.8429 |
| 0.3836 | 2.0 | 1252 | 0.3487 | 0.9223 |
| 0.1855 | 3.0 | 1878 | 0.2828 | 0.9307 |
### Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1
- Datasets 2.14.2
- Tokenizers 0.13.2
|