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Has this been used widely since?
by bigdict 1y ago
Has this been used widely since?
- heyitsguay 1y agoI ran a comparison of DINOv2 with and without registers on some image embedding tasks for work; DINOv2+registers saw a performance metric bump of 2-3%. Not nothing, not transformative, worth using when the only difference for inference is the model name string you're loading.
- ashvardanian 1y agoI can't speak for the whole industry, but we used it in older UForm <https://github.com/unum-cloud/uform https://github.com/unum-cloud/uform> and saw good adoption, especially among those deploying on the Edge, where every little trick counts. It's hard to pin down exact numbers since most deployments didn't go through Hugging Face, but at the time, these models were likely among the more widely deployed by device count.
- godelski 1y agoyes
- kombine 1y agoFor example, it is used here https://github.com/facebookresearch/vggt/ https://github.com/facebookresearch/vggt/