Inkling

Inkling Open weights, ready to tinker An efficient open model for text, images, and audio, available to fine-tune.

Model at a glance

975B total, 41B active Parameters Mixture of Experts Architecture 1M tokens Context window64K / 256K on Tinker Text, Image, Audio Input modalities

A well-rounded, generalist model

Spider chart comparing Inkling, Nemotron 3 Ultra, GLM 5.2, GPT 5.6 Sol, and Claude Fable 5 on ten evaluations scored from zero to one hundred. Inkling is shown with the heavier cobalt line. Evaluations without a reported model score are plotted at zero. Hover an evaluation to compare every model's score.

General intelligence Performs well across knowledge, math, and science. Agentic coding & tools Writes code and uses tools to get work done. Audio & image input Natively multimodal on input, and at the open-source frontier for speech. Controllable effort Adjust thinking time to balance speed and performance. Forecasting & confidence Makes predictions with well-calibrated confidence. Instruction following Handles detailed, multi-step instructions reliably.

Ready to customize Fine-tune Inkling for your domain on Tinker, our training platform.

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Model card

Hugging Face