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-C2-full_context-r8
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: 0.3804040469840274
- name: QWK
type: qwk
value: 0.5866769945778465
- name: Weighted Macro F1
type: f1
value: 0.4659523551621395
Model ID: phi-4-phi4_classification_lora-C2-full_context-r8
Results
| test_data | |
|---|---|
| eval_accuracy | 0.478261 |
| eval_RMSE | 51.8638 |
| eval_QWK | 0.586677 |
| eval_Macro_F1 | 0.380404 |
| eval_Weighted_F1 | 0.465952 |
| eval_Micro_F1 | 0.478261 |
| eval_HDIV | 0.0507246 |