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Qwen-Image

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Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Aug 10, 2026 · Artificial Intelligence

Training One‑Step Generative Models Without CFG, DMD, GAN, Drifting, or MeanFlow

The paper introduces TBSM, a lightweight direction‑tracking network that learns fake‑to‑real movement fields from three‑sample scattering events, enabling single‑forward‑pass generation and achieving state‑of‑the‑art FID scores on ImageNet and a 20B text‑to‑image model without relying on CFG, DMD, GAN, drifting, or mean‑flow techniques.

PixelDiTQwen-ImageTBSM
0 likes · 12 min read
Training One‑Step Generative Models Without CFG, DMD, GAN, Drifting, or MeanFlow
AI Algorithm Path
AI Algorithm Path
Aug 16, 2025 · Artificial Intelligence

Qwen-Image: The Best Open‑Source AI Image Generation Model Unveiled

Qwen-Image, an open‑source multimodal diffusion model, introduces a three‑component architecture, dual‑stream encoding, and a novel MSRoPE positional scheme to achieve superior text‑aligned image generation, with extensive benchmark results, detailed data engineering, progressive training strategies, and publicly released weights for easy access.

AI Image GenerationMSRoPEQwen-Image
0 likes · 9 min read
Qwen-Image: The Best Open‑Source AI Image Generation Model Unveiled