LightOnOCR 2

by LightOnChat

LightOnOCR 2 hosted by IONOS in Berlin, Germany. Zero data retention.

Context
32.8K tokens
Max output
8,192 tokens
Parameters
1B total
Released
2026-09-10
Weights
Open
Licence
apache-2.0

Weights on Hugging Face

lightonai/lightonocr-2-1b

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-09-10
Weights
Opennot gated
License
apache-2.0
Input
Text, Image
Output
Text
Context window
32,768 max across endpoints
Max output
8,192
Providers
0 + 1 gateway, not counted as providers
Epoch Capabilities Index
not evaluated
Direct price range
$0.179 in at NanoGPT, via gateway, fees not verified
More details
Last updated
2026-09-10
Knowledge cutoff
Weights link
Hugging Face · lightonai/LightOnOCR-2-1B
Parameters
1B total

Capabilities

Across all endpoints: supported if any endpoint supports it.

  • Tool calling
  • Parallel toolsunknown
  • Structured output
  • Reasoning
  • Image input
  • PDF input
  • Audio input
  • Audio outputunknown
  • Video input
  • Prompt cachingunknown
  • Web searchunknown
  • Computer useunknown
  • System messagesunknown
  • Assistant prefillunknown
  • Temperatureunknown
  • Streamingunknown
  • Attachments

Endpoints

One row per provider and variant; gateways are listed separately.

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Cost calculator

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Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).

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Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model