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Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 10, 2026 · Artificial Intelligence

FireRed-OCR 2B: An Open‑Source VLM That Tackles Structural Hallucination

FireRed‑OCR‑2B, an open‑source 2‑billion‑parameter visual‑language model, addresses structural hallucination in document OCR through a geometry‑aware data factory and a three‑stage training pipeline, achieving a 92.94 OmniDocBench v1.5 score and leading end‑to‑end performance while remaining lightweight enough for consumer‑grade GPUs.

FireRed-OCROCROmniDocBench
0 likes · 11 min read
FireRed-OCR 2B: An Open‑Source VLM That Tackles Structural Hallucination
AI Algorithm Path
AI Algorithm Path
Dec 1, 2025 · Artificial Intelligence

Getting Started with the Cutting‑Edge Vision‑Language Model Qwen3‑VL

This article introduces vision‑language models, explains why they outperform OCR‑plus‑LLM pipelines, and walks through practical OCR and information‑extraction tasks using Qwen3‑VL, complete with code snippets, example prompts, result analysis, and a discussion of the model's limitations and resource considerations.

Information ExtractionOCRPython
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Getting Started with the Cutting‑Edge Vision‑Language Model Qwen3‑VL