---
library_name: transformers
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
- precision
- recall
model-index:
- name: hiera-finetuned-busi
  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. -->

# hiera-finetuned-busi

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1380
- Accuracy: 0.9679
- F1: 0.9678
- Precision: 0.9678
- Recall: 0.9679

## 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: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 48
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
| 0.2276        | 10.0  | 100  | 0.1666          | 0.9615   | 0.9611 | 0.9640    | 0.9615 |
| 0.1447        | 20.0  | 200  | 0.1826          | 0.9359   | 0.9352 | 0.9426    | 0.9359 |
| 0.0882        | 30.0  | 300  | 0.1612          | 0.9615   | 0.9612 | 0.9613    | 0.9615 |
| 0.0606        | 40.0  | 400  | 0.1380          | 0.9679   | 0.9678 | 0.9678    | 0.9679 |


### Framework versions

- Transformers 4.53.1
- Pytorch 2.7.1+cu126
- Datasets 3.6.0
- Tokenizers 0.21.2



![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/BcYGiKm_Djrv3Zb3Nl4d6.png)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/SLuQWz_agMbxyEWfQPtxj.png)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/A7irwFrxO90hCeq6nEytB.png)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/9zwkm7l7xrATJW1VEfVZK.png)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/Uy3ehSxWjBel-Nhq75KgK.png)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/662eb39820de310d1558dd55/KFL-f_y9psZA29m0IG0vC.png)