Transformers Now Runs GGUF Quants: Benchmarks and Limits

Transformers Now Runs GGUF Quants: Benchmarks and Limits

Hugging Face shipped direct GGUF support in Transformers on 22 September 2026. The benchmarks show near-parity with llama.cpp, but a footnote under the chart and four hard constraints decide whether it is usable for you today.

Ming-Image-0.1 Is 6B on Paper, 26B on Disk

Ming-Image-0.1 Is 6B on Paper, 26B on Disk

Ant Group's inclusionAI released Ming-Image-0.1-Design under MIT: top of the open-weights UI/UX design leaderboard at 1082 Elo, with native RGBA output and a companion model that splits a finished design back into editable layers. The 6B label describes one component of a 52.88 GB package.

Run Any Hugging Face Model at vLLM Speed

Run Any Hugging Face Model at vLLM Speed

Hugging Face and vLLM shipped a native-speed transformers backend on July 8, 2026, serving almost any Hugging Face model at full vLLM speed with a single flag.

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