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manduong/
task2_nlp_final_14-04-2026

Name: task2_nlp_final_14-04-2026
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task2_nlp_final_14-04-2026

Portable runtime bundle for the web-product-review-nlp 100-sample demo.

task2_current/
- runnable Task2 seq2seq model bundle used by the current v5/champion-family runtime pointer
task1/
- task1_champion.joblib invalid-review classifier used by the Task1 gate

Intended consumer repo

This model bundle is meant to be restored into the main project using:

python scripts/setup_task2_model_from_hf.py --repo-id manduong/task2_nlp_final_14-04-2026

That script installs:

task2_current/ → src/nlp/model/task2_current
task1/task1_champion.joblib → results/mlops/models/task1_champion.joblib

Demo flow

After restore, run:

bash

python scripts/demo_best_model_100_random_reviews.py \
  --input data/processed/external_vi_reviews_latest.csv \
  --n 100 \
  --seed 42

Then generate the HTML report:

bash

python scripts/generate_v5_demo_html_report.py \
  --jsonl results/demo/best_model_demo_100_<TIMESTAMP>.jsonl \
  --summary results/demo/best_model_demo_100_<TIMESTAMP>_summary.json \
  --out results/demo/v5_runtime_100_samples_gpt54_report_<TIMESTAMP>.html

manduong/task2_nlp_final_14-04-2026

task2_nlp_final_14-04-2026

Contents

Intended consumer repo

Demo flow

manduong/
task2_nlp_final_14-04-2026