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A newer version of the Gradio SDK is available: 6.26.0
Notebooks
Exploratory analysis and Colab training notebooks. Run them in order. The first is best run locally; the training ones expect a Colab (T4+/A100) or CUDA GPU environment.
| Notebook | Purpose |
|---|---|
01_data_exploration.ipynb |
Dataset overview, language distribution, label stats |
02_train_colab.ipynb |
End-to-end training (aspect extraction + sentiment) on Colab |
03_model_comparison.ipynb |
Compare trained runs from the MLflow tracking server |
04_qlora_colab.ipynb |
QLoRA 4-bit fine-tuning of the sequence classifier |
05_final_evaluation.ipynb |
Final cross-lingual evaluation and latency benchmarks |
These notebooks are generated/updated from scripts/generate_notebooks.py
where applicable.