Qwen3 VL Flash

Qwen3 VL Flash brings the Qwen3 recipe to real-time multimodal work. You can pass photos, documents, tables, dashboards, or UI screenshots alongside a prompt, and the model extracts small text, keeps page layout intact, and answers with clear reasoning or schema-true JSON that pipelines can parse. Multi-image threads stay coherent, and responses stream so chats feel responsive. Flash is optimized for speed and throughput, with quantization options that keep serving costs predictable while preserving reliable Chinese and English performance. Teams use it for document automation, chart and screenshot helpers, multimodal RAG, and developer copilots that need grounded visual understanding without the latency of heavier VLM tiers.