INSANE! This TINY 2B AI Does SEVEN Vision Tasks on My RTX 4060 (WILD Results)

I tested Tencent's WeVisOne-VL (2B, run locally on an RTX 4060 laptop, plus the hosted 4B demo) on counting, dense detection, OCR, segmentation, matting and "find the thing that isn't there" prompts. It got most of them right and failed one. Counts from the two models differed, and I did not hand-count the birds image, so treat my numbers as a small hands-on test, not a benchmark. The 96.4% rejection figure is the authors' own, not mine. Chapters 0:00 The dog that isn't there 0:17 What is WeVisOne-VL? 0:28 Running it on an 8GB RTX 4060 0:36 Counting crowds and birds 1:00 Glass, text and cutouts 1:21 Finding things that aren't there 1:37 Verdict Links Model: https://huggingface.co/tencent/WeVisOne-VL-2B GitHub: https://github.com/Tencent/WeVisOne-VL Hosted demo: https://huggingface.co/spaces/hugging-apps/wevisone-vl-4b Paper: https://huggingface.co/papers/2610.31329 Rent a GPU on RunPod: https://get.runpod.io/pe48 Test image credits (Wikimedia Commons): "Corner of Stockton and Jackson Street, crowd, San Francisco" by Jennifer Woodard Maderazo (CC BY 2.0); "Crowd gathering on a street, Puerto Rico" by Robert Yarnall Richie (no restrictions); "Glass with liquid" by User:Acdx; "Boulevard Hotel (Neon sign), Miami Beach" by Radomianin (public domain); "A mackerel tabby cat in Tamil Nadu, India, hiding behind leaves" by RyanDannyChacko (CC BY-SA 4.0); "Flock of bird in sky" by Raj.palgun13 (CC BY-SA 4.0). Disclosure: narration is my AI-cloned voice, and the video uses AI-assisted editing. Test frames are real model outputs. Get GPUs Runpod: https://get.runpod.io/pe48 Get Hostinger: https://www.hostg.xyz/SHJiu Coupon Code "PROMPT" 10% discount 🔗 Connect with me: Email → [email protected] Ko-fi → https://ko-fi.com/promptengineer Patreon → https://www.patreon.com/PromptEngineer975 Book a Call → https://calendly.com/prompt-engineer48/call GitHub → https://github.com/PromptEngineer48 Twitter/X → https://twitter.com/prompt48 Website → https://promptengineer48.com/