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aimv2-large-patch14-224-lit

We introduce the AIMv2 family of vision models pre-trained with a multimodal autoregressive objective. AIMv2 pre-training is simple and straightforward to train and to scale effectively. Some AIMv2 highlights include: 1. Outperforms OAI CLIP and SigLIP on the majority of multimodal understanding benchmarks. 2. Outperforms DINOv2 on open-vocabulary object detection and referring expression comprehension. 3. Exhibits strong recognition performance with AIMv2-3B achieving *89.5% on ImageNet using a frozen trunk*.

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We introduce the AIMv2 family of vision models pre-trained with a multimodal autoregressive objective. AIMv2 pre-training is simple and straightforward to train and to scale effectively. Some AIMv2 highlights include: 1. Outperforms OAI CLIP and SigLIP on the majority of multimodal understanding benchmarks. 2. Outperforms DINOv2 on open-vocabulary object detection and referring expression comprehension. 3. Exhibits strong recognition performance with AIMv2-3B achieving *89.5% on ImageNet using a frozen trunk*.

情報源

huggingface.co ↗