Can Local Models Build Reliable Hotel Source Packages?
Updated 12-hotel qualification benchmark showing how a bounded Firecrawl fallback changed extraction readiness for Gemma 4 31B and Qwen 3.5 9B.
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Cross-Hotel Source Acquisition Benchmark: Full Results
Updated 24-run ledger including bounded Firecrawl recovery, retained sources, hashes, failures, and final package status.
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Which Local Model Can Turn a Hotel into a Source List?
A 28-route benchmark starting with only a hotel name and full address: models planned searches, selected websites, and faced deterministic retrieval validation.
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Hotel to Source List: Full 28-Model Discovery Report
Every query plan, selected website, raw response, scoring receipt, and retrieval result from the controlled hotel source-discovery benchmark.
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Local Hotel Source Selection: 28-Model Benchmark
A grid comparing every installed non-coding, non-vision text model on the bounded hotel source-selection task, plus paired local-versus-remote speed trials.
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Hotel Source Selection Model Benchmark: Full Results
Exact prompt, candidate catalog, scoring receipts, telemetry, and raw output from 28 local and remote text-model runs.