Shypd.aiThe largest open index of AI toolsMing is an open-source AI Agents & Automation tool that facilitates advanced multimodal understanding and generation. It leverages the Ling-2.0 architecture for state-of-the-art performance in visual knowledge, speech synthesis, and image manipulation.
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Ming is an open-source project designed to facilitate advanced multimodal understanding and generation capabilities, built upon the Ling LLM. Specifically, Ming-flash-omni 2.0 utilizes the Ling-2.0 architecture, a Mixture-of-Experts (MoE) framework with 100B total and 6B active parameters. This advanced architecture establishes new State-of-the-Art (SOTA) benchmarks among open-source omni-MLLMs. Key features include expert-level multimodal cognition for identifying plants, animals, and cultural references, immersive and controllable unified acoustic synthesis for speech, audio, and music, and high-dynamic controllable image generation and manipulation with sophisticated spatiotemporal semantic decoupling. It supports various use cases such as enhanced multimodal cognition, streaming video conversation, controllable audio generation, and image editing.
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