LLM Reference

DOTS3 Note Preview

Last refreshed
2026-08-27
Status
Researched today
Open sourceCommercial use: permittedMultimodalLong contextVision

DOTS3 Note Preview is available now for long context and vision with open-source and 524k context; evaluate it while provider pricing coverage matures.

Use it for

  • Teams evaluating long context and vision
  • Workloads that can use a 524k context window

Do not use it for

  • Cost-sensitive launches that need sourced token pricing
  • Strict JSON or tool-calling flows
  • Teams that need a tracked hosted API route today
Specifications
Family
DOTS
Context
524k
Parameters
280B-A16B
Openness
Open source
License
Apache 2.0OSI-approvedCommercial use: permitted
Weights
Available
Code
Unknown
Pricing

No tracked provider token pricing is available yet.

About

DOTS3 Note Preview is a 280B-total / 16B-active DOTS Studio foundation model for multimodal note-taking with a 524,288-token context window. Apache 2.0 weights are on Hugging Face at dots-studio/dots3-note-prev; FP8 is a version label, not a separate catalog slug.

Top use-case fit

Long context

Included by capability and metadata signals in the decision map.

Vision

Included by capability and metadata signals in the decision map.

Provider price ladder

No tracked provider token pricing is available for this model yet.

Capabilities

VisionMultimodal

Benchmark peer barsfor Long context

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.