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jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r16

PEFT
Safetensors
Portuguese
English
aes
Eval Results
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jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r16 / README.md
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metadata
language:
  - pt
  - en
tags:
  - aes
datasets:
  - kamel-usp/aes_enem_dataset
base_model: microsoft/Phi-3.5-mini-instruct
metrics:
  - accuracy
  - qwk
library_name: peft
model-index:
  - name: Phi-3.5-mini-instruct-phi35_classification_lora-C4-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: 0.0923997442221613
          - name: QWK
            type: qwk
            value: 0.083437110834371
          - name: Weighted Macro F1
            type: f1
            value: 0.1954039423149483

Model ID: Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r16

Results

test_data
eval_accuracy 0.34058
eval_RMSE 38.5235
eval_QWK 0.0834371
eval_Macro_F1 0.0923997
eval_Weighted_F1 0.195404
eval_Micro_F1 0.34058
eval_HDIV 0.0144928