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Gemma 3 + MistralOCR + RAG Just Revolutionized Agent OCR Forever
- Mistral AI introduced Mistral OCR, described as the best OCR model globally for comprehensive document understanding.
- Mistral OCR excels in recognizing various document elements like text, tables, images, and more with high precision.
- It is recommended for use alongside RAG systems for processing complex PDFs and slides.
- Google unveiled Gemma 3, optimized for long-context and multimodal tasks, surpassing competitors in single-accelerator model performance.
- Gemma 3 features enhanced visual encoders supporting high-resolution and non-square images.
- The model boasts multilingual and multimodal capabilities and processes up to 2,000 pages per minute.
- Gemma 3 uses distillation techniques, reinforcement learning, and model merging for training, outperforming in mathematics, encoding, and instruction.
- The process involves a new tokenizer, training on Google TPU using the JAX framework with varying token amounts.
- The Gemma 3 model's advancements significantly enhance its capabilities in math, programming, and comprehension, scoring high in LMArena assessments.
- The combined use of Mistral OCR, Gemma 3, and RAG systems can create a powerful OCR agent for various applications.
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