metadata
language:
- pt
- en
tags:
- aes
datasets:
- kamel-usp/aes_enem_dataset
base_model: meta-llama/Llama-3.1-8B
metrics:
- accuracy
- qwk
library_name: peft
model-index:
- name: Llama-3.1-8B-llama31_classification_lora-C3-essay_only-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: 0.2494256762606458
- name: QWK
type: qwk
value: 0.4344026962925977
- name: Weighted Macro F1
type: f1
value: 0.2792239360119515
Model ID: Llama-3.1-8B-llama31_classification_lora-C3-essay_only-r16
Results
| test_data | |
|---|---|
| eval_accuracy | 0.326087 |
| eval_RMSE | 47.7918 |
| eval_QWK | 0.434403 |
| eval_Macro_F1 | 0.249426 |
| eval_Weighted_F1 | 0.279224 |
| eval_Micro_F1 | 0.326087 |
| eval_HDIV | 0.0362319 |