Aarya2004 Claude Opus 4.8 (1M context) commited on
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docs(readme): add sponsor/track/achievement tags; reflect live Modal wiring

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  1. README.md +13 -4
README.md CHANGED
@@ -12,6 +12,13 @@ tags:
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  - agent
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  - small-models
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  - off-the-grid
 
 
 
 
 
 
 
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  ---
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  # Quillwright
@@ -21,11 +28,13 @@ A human-supervised, small-model agent for tradespeople: snap a job photo + voice
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  > **⏳ Cold start (please wait ~30–60s on first load).** This Space scales to zero when idle,
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  > so the **first** visit after a quiet period has to boot the container before the app
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  > responds β€” you may see Hugging Face's "Building / Starting" screen, then a moment where
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- > the page is warming up. **The app is not broken β€” it's waking up.** Once it's up it's
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- > instant (it runs in stub mode on CPU, so there's no model to load). Reload once if the
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- > first paint hangs; the UI shows a "waking up β†’ ready" banner when it reconnects.
 
 
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- > **This hosted Space runs in stub mode** (CPU, no GPU): the agent flow, trace, editable estimate, and PDF all work, but the small models are stubbed. The real models (MiniCPM-V, Nemotron, Aya) run locally via Ollama β€” see the demo video / Airplane-Mode Proof for them in action. Live models reach the hosted Space via Modal (in progress).
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  See `docs/superpowers/specs/` and `docs/adr/` for the design.
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  - agent
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  - small-models
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  - off-the-grid
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+ - track:backyard
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+ - sponsor:openbmb
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+ - sponsor:nvidia
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+ - sponsor:modal
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+ - achievement:welltuned
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+ - achievement:offbrand
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+ - achievement:llama
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  ---
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  # Quillwright
 
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  > **⏳ Cold start (please wait ~30–60s on first load).** This Space scales to zero when idle,
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  > so the **first** visit after a quiet period has to boot the container before the app
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  > responds β€” you may see Hugging Face's "Building / Starting" screen, then a moment where
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+ > the page is warming up. **The app is not broken β€” it's waking up.** The container (CPU)
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+ > hosts the UI; the models themselves run on Modal GPUs that also scale to zero, so the
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+ > **first forge** pays a separate model cold-start (up to a minute or two for the 30B
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+ > brain). Reload once if the first paint hangs; the UI shows a "waking up β†’ ready" banner
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+ > when it reconnects and a "Waking the models" card on the first forge.
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+ > **This hosted Space is wired live to Modal** (CPU container β†’ Modal GPUs): the real small models run on hosted NVIDIA GPUs β€” brain on Nemotron-3-Nano-30B, vision/audio on Nemotron-Omni-30B, multilingual on Aya-Expanse-8B, Document Capture on the fine-tuned Parse extractor. The full local stack (MiniCPM-V, Nemotron, Aya via Ollama) is the Airplane-Mode story β€” see the demo video / Airplane-Mode Proof. The apps scale to zero when idle; to fall back to instant CPU stub mode, unset the `FF_BACKEND` Space secret.
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  See `docs/superpowers/specs/` and `docs/adr/` for the design.
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