Adventure Angst Drama Family Friendship Humor Hurt_Comfort Romance
---
license: apache-2.0
tags:
- gen_ffa
- generated_from_trainer
metrics:
- f1
- accuracy
model-index:
- name: ff_analysis_5
  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. -->

# ff_analysis_5

This model is a fine-tuned version of [zdreiosis/ff_analysis_5](https://huggingface.co/zdreiosis/ff_analysis_5) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0824
- F1: 0.9306
- Roc Auc: 0.9483
- Accuracy: 0.8137

## 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: 32
- eval_batch_size: 32
- 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     | Roc Auc | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|:--------:|
| No log        | 0.27  | 50   | 0.0846          | 0.9305 | 0.9476  | 0.8075   |
| No log        | 0.55  | 100  | 0.1000          | 0.9070 | 0.9320  | 0.7484   |
| No log        | 0.82  | 150  | 0.0945          | 0.9126 | 0.9349  | 0.7640   |
| No log        | 1.1   | 200  | 0.0973          | 0.9119 | 0.9353  | 0.7764   |
| No log        | 1.37  | 250  | 0.0880          | 0.9336 | 0.9504  | 0.8261   |
| No log        | 1.65  | 300  | 0.0857          | 0.9246 | 0.9434  | 0.8043   |
| No log        | 1.92  | 350  | 0.0844          | 0.9324 | 0.9488  | 0.8199   |
| No log        | 2.2   | 400  | 0.0881          | 0.9232 | 0.9450  | 0.7888   |
| No log        | 2.47  | 450  | 0.0875          | 0.9277 | 0.9462  | 0.8012   |
| 0.1226        | 2.75  | 500  | 0.0824          | 0.9306 | 0.9483  | 0.8137   |


### Framework versions

- Transformers 4.15.0
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.10.3
