Qwen3.5
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JOO HYUNG HAN PRO
DimensionSTP
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liked a model about 21 hours ago
mohit67890/imajev-4b reacted to mohit67890's post with 🔥 about 21 hours ago
🥇 Imajev-4b is #1 of 50 on Image JevBench (v0.1.4, 29 Sep 2026), the leaderboard for AI models that make decisions from images.
A small demo built on imajev-4b: a closet stylist 👗
Request you to star it here so we can make it better - https://github.com/mohit67890/imajev.
Tap a piece and it reads the photo (red 75%, checked 99%), then the app picks bottoms, shoes and a bag from your own closet in the colours you like. Change your colours and the outfit changes.
Under the hood it's one request with one photo and 4 typed questions. Every option gets a probability, so the app applies its rules (one pattern per outfit) and ranks what's left. About 1.1 s per outfit on a Mac (MLX). Every % in the video is the model's real answer.
Also, thanks to @zenmagnets for the FP8 version for Blackwell GPUs: same calibration, 0.1 pt less accuracy on all 23,900 DecisionBench rows, ~1.6× faster 🙏
https://huggingface.co/zenmagnets/Imajev-4B-FP8-SM120
🧠 Weights: https://huggingface.co/mohit67890/imajev-4b
🚀 Demo: https://huggingface.co/spaces/mohit67890/imajev
📊 Leaderboard: https://benchmarkheaven.com/image-jev-bench
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Putting RL back in RLHF
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