What is PaliGemma 2 Release?
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Answers ( 3 )
PaliGemma 2 Release is a collection of vision-language models (VLMs) developed by Google. It includes models with 3B, 10B, and 28B parameters, integrating the Gemma 2 language model and the SigLIP vision encoder. The models support multiple image resolutions and are designed for tasks such as image captioning, visual question answering (VQA), optical character recognition (OCR), table structure recognition, and medical image understanding.
The key features of PaliGemma 2 Release include:
- Multiple model sizes: 3B, 10B, and 28B parameters.
- Support for various image resolutions: 224x224, 448x448, and 896x896.
- Integration of the SigLIP vision model and the Gemma 2 language model.
- High flexibility for fine-tuning on a wide range of vision-language tasks.
PaliGemma 2 Release is built on the Gemma 2 language model and the SigLIP vision encoder. It is inspired by the PaLI-3 model and supports multiple languages. The models are designed to accept both image and text inputs, generating text outputs that are optimized for a variety of vision-language tasks, including image captioning, VQA, OCR, and medical image understanding.