README.md

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-C1-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: 0.4815489886457628
          - name: QWK
            type: qwk
            value: 0.6867564182842831
          - name: Weighted Macro F1
            type: f1
            value: 0.6655256851610287

Model ID: Llama-3.1-8B-llama31_classification_lora-C1-essay_only-r16

Results

	test_data
eval_accuracy	0.65942
eval_RMSE	25.9319
eval_QWK	0.686756
eval_Macro_F1	0.481549
eval_Weighted_F1	0.665526
eval_Micro_F1	0.65942
eval_HDIV	0.00724638