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AI & ML interests
AI will take my job - so trying to slow it down
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reacted to theirpost with ๐ฅ about 5 hours ago ๐ฅ 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 ๐
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, ~1.6ร faster ๐
https://huggingface.co/zenmagnets/Imajev-4B-FP8-SM120
๐ง Weights: https://huggingface.co/mohit67890/imajev-4b
๐ Demo: https://huggingface.co/spaces/mohit67890/imajev
๐ Leaderboard: https://benchmarkheaven.com/image-jev-bench
posted an update about 5 hours ago ๐ฅ 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 ๐
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, ~1.6ร faster ๐
https://huggingface.co/zenmagnets/Imajev-4B-FP8-SM120
๐ง Weights: https://huggingface.co/mohit67890/imajev-4b
๐ Demo: https://huggingface.co/spaces/mohit67890/imajev
๐ Leaderboard: https://benchmarkheaven.com/image-jev-bench
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