Top 10 Hugging Face Models for NOVEMBER 2025

NeuTTS Air is a cutting-edge text-to-speech (TTS) model designed to offer hyper-realistic, on-device speech synthesis with instant voice cloning capabilities.

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It stands out as one of the first speech foundation models that can run efficiently on CPU in real-time, making it accessible for broader applications without requiring heavy computational resources. Built upon a 0.5 billion parameter large language model backbone, NeuTTS Air can generate highly natural-sounding speech that captures nuanced voice characteristics from reference audio inputs provided by users. This instant voice cloning feature enables personalized speech synthesis, allowing users to input audio samples and text, and then generate new speech with the same voice style seamlessly. The model supports private and local deployment, which preserves user privacy and data security since audio data and processing remain on-device. It has been deployed in interactive demo spaces on Hugging Face where users can upload reference audio and corresponding text and then enter new text for speech generation. NeuTTS Air is especially useful for applications requiring realistic virtual assistants, audiobook narration, accessibility tools, and personalized voice avatars with high fidelity and low latency. GLM-4.6 is an advanced large language model designed with enhanced reasoning, coding, and agent capabilities. It has been developed by Zhipu Al to improve upon its predecessor GLM-4.5, showcasing clear gains in multi-turn reasoning, code generation, and tool-usage performance. GLM-4.6 supports integration within agent frameworks and demonstrates superior real-world performance in benchmarks related to reasoning, coding, and search-based tasks. With its ability to use external tools during inference, GLM-4.6 enables more powerful and contextually aware interactions. It has been evaluated across eight public benchmarks and holds competitive advantages over other leading models like DeepSeek-V3.1-Terminus and Claude Sonnet 4. The model is openly accessible on Hugging Face and ModelScope, providing researchers and developers a robust base for building reasoning and codin