metadata
language:
- pt
- en
tags:
- aes
datasets:
- kamel-usp/aes_enem_dataset
base_model: microsoft/phi-4
metrics:
- accuracy
- qwk
library_name: peft
model-index:
- name: phi-4-phi4_classification_lora-C5-full_context-r16
results:
- task:
type: text-classification
name: Automated Essay Score
dataset:
name: Automated Essay Score ENEM Dataset
type: kamel-usp/aes_enem_dataset
config: JBCS2025
split: test
metrics:
- name: Macro F1
type: f1
value: 0.306742977332777
- name: QWK
type: qwk
value: 0.5338771016813451
- name: Weighted Macro F1
type: f1
value: 0.3261202912658536
Model ID: phi-4-phi4_classification_lora-C5-full_context-r16
Results
| test_data | |
|---|---|
| eval_accuracy | 0.318841 |
| eval_RMSE | 55.9503 |
| eval_QWK | 0.533877 |
| eval_Macro_F1 | 0.306743 |
| eval_Weighted_F1 | 0.32612 |
| eval_Micro_F1 | 0.318841 |
| eval_HDIV | 0.0652174 |