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.

Tencent Hy3: Open 295B Agentic Coding Model

Tencent Hy3: Open 295B Agentic Coding Model

Tencent open-sourced Hy3, a 295B mixture-of-experts model (21B active, 256K context) under Apache 2.0. It beats GLM-5.2 at roughly half the size and is free on OpenRouter until July 21.

LongCat-2.0: China's 1.6T Open-Weights Coding Model

LongCat-2.0: China's 1.6T Open-Weights Coding Model

Meituan open-sourced LongCat-2.0, a 1.6-trillion-parameter agentic coding model trained entirely on Chinese chips. The weights just landed on Hugging Face, and it beats GPT-5.5 on SWE-bench Pro.

First Open-Source Diffusion ASR Model: How It Works

First Open-Source Diffusion ASR Model: How It Works

Interfaze's diffusion-gemma-asr-small is billed as the first open-source diffusion-based speech recognition model, refining random tokens into a transcript instead of decoding left to right.

ZCode: Zhipu's GLM-5.2 Coding Agent, Chat Triggers

ZCode: Zhipu's GLM-5.2 Coding Agent, Chat Triggers

Zhipu has shipped ZCode, an official desktop coding agent built on its open-weight GLM-5.2 model, and it lands with a feature no other coding agent ships today: you can trigger and advance tasks from a chat app.

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