For the fastest local setup of this model, Docker is the best choice.
Follow the sequence of steps detailed below.
The installer auto-downloads and deploys the entire model pack.
There is no manual tuning required; the builder will automatically deploy the best matching configuration.
The Qwen3-VL-235B-A22B-Instruct model combines a massive 235âŻbillion parameters with an A22B architecture to deliver stateâofâtheâart multimodal understanding. It processes text and images simultaneously, enabling highâfidelity visionâlanguage tasks such as caption generation, visual question answering, and diagram interpretation. The model was fineâtuned on a diverse corpus of webâscale text and imageâcaption pairs, which improves its contextual reasoning and visual grounding. Its context window extends to 32âŻk tokens, allowing it to retain longârange dependencies across documents and complex scenes. In benchmark evaluations, Qwen3-VL-235B-A22B-Instruct consistently outperforms prior large multimodal models on both accuracy and efficiency metrics. The accompanying instructionâtuned variant ensures reliable performance on userâcentric prompts, making it suitable for productionâgrade AI assistants.
| Metric | Value |
|---|---|
| Parameters | 235âŻB |
| Context Length | 32âŻk tokens |
| Modalities | Text + Image |
| Training Data | Webâscale text & imageâcaption pairs |
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