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Welcome Inkling by Thinking Machines

Source
huggingface.co
Date
Why it matters

A frontier-scale open model that natively takes text, image and audio at 1M , with weights, layers and day-0 serving support — plus a smaller variant that fits realistic hardware.

Terms in this piece · Glossary
  • mixture-of-experts — A model built from many specialist sub-networks where only a few activate per token, giving big-model capability at small-model running cost.
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
  • quantization — Shrinking a model by storing its numbers less precisely — like rounding — so it runs faster and fits on smaller hardware, at a small quality cost.
  • speculative decoding — A speed trick where a small model drafts several tokens ahead and the big model verifies them in one pass, often doubling generation speed.
Read the source huggingface.co
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