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Qwen-Image-2512: The Open-Source Model That Finally Erases the ‘AI Look

Alibaba’s Qwen team releases an open-source image generator that doesn’t just compete with closed-source models, it beats them at their own game on human realism, text rendering, and fine details.

#diffusion-models#image-generation#qwen

diffusion-models

Tencent’s WeDLM 8B: When Diffusion Models Beat Autoregressive LLMs at Their Own Game

Tencent’s diffusion-based language model achieves 3-6× faster inference than vLLM-optimized Qwen3-8B on math reasoning, challenging the token-by-token generation paradigm that has dominated LLMs since GPT-2.

#diffusion-models#llm-inference#math-reasoning...

diffusion-models

Qwen-Image-Edit-2511: The Edit That Remembers Your Face

Alibaba’s Qwen team just dropped a major image editing upgrade that fixes AI’s identity amnesia problem, while baking in community LoRAs and challenging the hardware status quo.

#diffusion-models#image-editing#LoRA...

AI-ethics

Echo TTS: The Voice Cloning Breakthrough Too Dangerous to Release

A new diffusion TTS model achieves high-fidelity voice cloning on consumer hardware, but its creator dimmed the revolutionary potential by withholding the most powerful component, and Reddit is furious.

#AI-ethics#deepfakes#diffusion-models...