llama.cpp Adds Audio Support With Qwen3-Omni

llama.cpp Adds Audio Support With Qwen3-Omni

llama.cpp release b8769 adds audio multimodal support for Qwen3-Omni and Qwen3-ASR models, bringing local speech recognition and audio understanding to consumer hardware.

MegaStyle Trains FLUX on 1.4M Styled Images

MegaStyle Trains FLUX on 1.4M Styled Images

Researchers from Tongji University, Tencent, and five other institutions released MegaStyle, a 1.4-million image dataset for style transfer alongside a FLUX-based model.

The Creator's Guide to Running AI Locally in 2026

The Creator's Guide to Running AI Locally in 2026

In April 2026, a creator with a $1,200 desktop PC and a 12GB graphics card can generate publication-quality images in under 10 seconds, produce video clips, run a conversational AI, and compose music without sending a single byte to the cloud.

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