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A novel reward system boosts Qwen-Image-2.0's performance, achieving a 2.61 point increase in overall quality and significant gains in both text-to-image and image editing tasks.
IS-Writer-8B shatters the long-form generation collapse, outperforming larger models with a novel dynamic reasoning approach.
Ablating just 5% of specialized CoRe heads leads to a dramatic drop in multimodal reasoning performance, revealing their critical role in MLLMs.
