“Hot dog or not?” at 0.4 sec 🌭 jev-style decision model for image [glance-qwen3-vl-4b] now on huggingface and replicate: Demo: https://glan…

“Hot dog or not?” at 0.4 sec 🌭 jev-style decision model for image [glance-qwen3-vl-4b] now on huggingface and replicate: Demo: https://glancevlm.replit.app Replicate: https://replicate.com/untapped/glance-qwen3-vl-4b Hugging Face demo: https://huggingface.co/spaces/yoheinakajima/glance-qwen3-vl-4b-demo Hugging Face model: https://huggingface.co/untappedvc/glance-qwen3-vl-4b Media Jev-style logit read on a 4B open VLM, measured: http://glance.yohei.me 👀 vs the same model writing JSON: ⏳ ~1/3 less time for a yes/no on a full photo 🤑 up to ~85% less GPU cost with many Qs per image 🎯 same accuracy on fresh photos: level with the best hosted models on pick-…

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• Given how common RTX 3090 use is for LLMs, why don't we see more INT8 W8A8 models ?

Source: Yohei Nakajima (X) | 2026-09-22