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tiny-dispatch-coach

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I built Tiny Dispatch Coach for the Build Small Hackathon.

Small delivery teams often have messy dispatcher notes, tight delivery windows, and capacity constraints. This Gradio Space turns a synthetic daily order sheet and natural-language notes into auditable driver routes.

Project links:

• Space: https://huggingface.co/spaces/build-small-hackathon/tiny-dispatch-coach
• Runtime: https://build-small-hackathon-tiny-dispatch-coach.hf.space/
• Real demo recording: https://huggingface.co/datasets/build-small-hackathon/tiny-dispatch-coach-media/blob/main/tiny-dispatch-coach-real-demo.webm
• Trace dataset: https://huggingface.co/datasets/build-small-hackathon/tiny-dispatch-coach-traces

Small-model fit:

• OpenBMB MiniCPM5-1B-GGUF, 1.08B parameters
• Local GGUF / llama.cpp path through llama-cpp-python
• Default fast parser keeps the public CPU Basic demo responsive
• Deterministic planner computes route splits, time windows, wait time, lateness, and baseline deltas

Privacy stance: synthetic demo data only; no cloud LLM API; no API keys; no real customer, company, or personal records.

#BuildSmallHackathon #Gradio #HuggingFace #OpenBMB #MiniCPM