Instructions to use kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8 with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("TucanoBR/Tucano-2b4-Instruct") model = PeftModel.from_pretrained(base_model, "kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8") - Notebooks
- Google Colab
- Kaggle
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Download README.md from kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8: direct link, hf CLI and curl.
- Browser
- Download file 1.21 kB
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https://huggingface.co/kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8/resolve/main/README.md
- Command line
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hf download hf://kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8/README.md
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curl -L -o README.md https://huggingface.co/kamel-usp/jbcs2025_Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8/resolve/main/README.md
1.21 kB
metadata
language:
- pt
- en
tags:
- aes
datasets:
- kamel-usp/aes_enem_dataset
base_model: TucanoBR/Tucano-2b4-Instruct
metrics:
- accuracy
- qwk
library_name: peft
model-index:
- name: Tucano-2b4-Instruct-tucano_classification_lora-C5-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: 0.1981812850042654
- name: QWK
type: qwk
value: 0.2322174749988259
- name: Weighted Macro F1
type: f1
value: 0.2321732034839373
Model ID: Tucano-2b4-Instruct-tucano_classification_lora-C5-full_context-r8
Results
| test_data | |
|---|---|
| eval_accuracy | 0.231884 |
| eval_RMSE | 74.1327 |
| eval_QWK | 0.232217 |
| eval_Macro_F1 | 0.198181 |
| eval_Weighted_F1 | 0.232173 |
| eval_Micro_F1 | 0.231884 |
| eval_HDIV | 0.231884 |