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Running on Zero
Commit History
11 days ago
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Plan with Qwen3.5-9B instead of Qwen3.6-27B-FP8: as good on the demo tasks, about 4x faster per step
Verified signatureA side-by-side run on the 7 demo tasks (vLLM, real sites): Qwen3.5-9B 7/7, Qwen3.6-27B 6/7, Qwen3.5-4B 3/7. In transformers the 9B plans a typical step in ~0.7 s on an H100 vs ~2.8 s for the 27B in FP8, and it needs ~18 GiB instead of ~28 GiB. Per-step GPU reservation lowered from 30 s to 20 s. WEB_PLANNER=Qwen/Qwen3.6-27B-FP8 restores the paper planner.3767612 -
Thank @multimodalart : this demo builds on his DeskForge GUI Grounding Space
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Prepare for public launch: README and title, SafeSearch and family-DNS filter, friendly quota message, Triton tuning cache, 4 browsers, shorter suggestions
Verified signature- README: public title, arXiv/project/code links, models and datasets metadata - Web agent: Bing SafeSearch Strict; pages on domains Cloudflare's family resolver flags (adult, malware) are not opened - Friendly message when a visitor's ZeroGPU quota runs out (web agent, screenshot tool, duel) - TRITON_CACHE_AUTOTUNING=1 so new GPU workers reuse the warm-up's kernel tuning - Up to 4 browsers at once (bridge concurrency 6); runs survive a busy queue; clearer busy message - Suggestions: short tasks first, Docling release on GitHub, flights marked as a longer task - Planner replies with prose around the JSON are accepted; fewer memory notes; spare pre-opened browser156048d
12 days ago
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Web agent view (Qwen3.6-27B-FP8 planner + DeskForge-Qwen3.5-4B) on top of the live desktop duel
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initial commit
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