avihayamor/tripmatch-ai-daily-plan-alternatives

TripMatch AI — Rich Daily Plan Alternatives

This public academic dataset is the professor-assigned upgrade to TripMatch AI. Its main deliverable is a substantially richer alternative daily plan generated with Gemma 3 or Qwen 3 on a GPU.

The original plan is retained only as a side-by-side reference and for the later LLM comparison task. It is not the new generated target.

Quality contract

Every alternative must:

• —preserve the destination, exact duration, companions, budget, pace, themes, difficulty and season;
• —differ meaningfully from the original;
• —provide Morning, Afternoon, Evening and Practical note sections for every day;
• —be at least 2.2 times as detailed as the original plan;
• —form a coherent arrival-to-departure itinerary;
• —avoid invented live prices, bookings, availability, opening hours, weather or safety guarantees;
• —pass automated structural, richness, diversity and similarity checks, with one LLM repair attempt when needed.

Models

• —google/gemma-3-4b-it
• —Qwen/Qwen3-4B-Instruct-2507

The pilot uses the same 20 stratified source trips for both models so their work can be compared fairly. After quality and runtime review, the production dataset will contain 10,000 source trips, with 5,000 alternatives generated by each model.

Lineage

Source: https://huggingface.co/datasets/avihayamor/tripmatch-ai-dataset

Generated plans are travel inspiration, not bookings or professional advice. Users must verify current access, prices, regulations, weather, accessibility and official safety guidance. Gemma use is also subject to Google's Gemma terms.

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Full 10,000-trip alternative dataset

The final full configuration contains all 10,000 original TripMatch trips, each paired with one richer LLM-generated alternative daily plan.

Use the created_by_model column to see which model created every row.

Dataset Viewer configurations:

• —full: all 10,000 rows for Amit's original-vs-alternative comparison task.
• —gemma_generated: only Gemma-generated alternatives.
• —qwen_generated: only Qwen-generated alternatives.
• —pilot: the earlier 40-row engineering pilot, retained for reproducibility.

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