Welcome Inkling by Thinking Machines

Inkling, developed by Thinking Machines, is a groundbreaking open model that handles image, text, and audio inputs with an impressive 1 trillion parameters and a 1 million context window, now available on Hugging Face. This multimodal model, which aims at seamless reasoning across different data types, incorporates a mixture-of-experts architecture and hybrid attention mechanisms to enhance inference speed and efficiency. Notably, Inkling supports various frameworks and comes in BF16 and NVFP4 variants, catering to diverse deployment scenarios. It demonstrates notable capabilities in both vision and audio processing, using innovative techniques like relative attention and short convolution, and is prepared for integration with frameworks like SGLang and vLLM, making it a versatile tool for developing multimodal reasoning applications and domain-specific adaptations through fine-tuning.

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