Inkling
Open weights, ready to tinker
Efficient open models for text, images, and audio, available to fine-tune.
Two sizes of Inkling
Our most capable open model, with native reasoning over text, images, and audio.
- Parameters
- 975B total 41B active
- Architecture
- Mixture of Experts
- Context
- 1M tokens (64K / 256K on Tinker)
- Input
- Text, Image, Audio
Inkling-Small
NEWMatches its larger sibling on many benchmarks at a quarter of the size, with lower cost and latency.
- Parameters
- 276B total 12B active
- Architecture
- Mixture of Experts
- Context
- 1M tokens (64K / 256K on Tinker)
- Input
- Text, Image, Audio
Well-rounded, generalist models
The same capabilities, at every size
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
Grab the open weights from Hugging Face, or fine-tune Inkling for your domain on Tinker, our training platform.