North Small Translate 1.0

SyncDev model directory · Profile updated Oct 13, 2026

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North Small Translate 1.0 is Cohere’s specialist multilingual translation model, available through managed access and noncommercial weights.

Key specifications

Specification score
11.4
Context window
16.38K
Max output
16.38K
License
CC BY-NC 4.0
Parameters
25B active / 218B total

The specification score summarizes recorded features and limits. It is not a benchmark result.

Inputs and outputs

Recorded modality support shows what this model can accept and produce. An undocumented modality is shown as unknown rather than assumed to be unsupported.

Accepts

  • Text input

Produces

  • Text output

Capabilities

StreamingOpen weights

What is North Small Translate 1.0?

North Small Translate 1.0 is Cohere’s specialist multilingual translation model, available through managed access and noncommercial weights.

Translation as the primary task

Cohere documents 218 billion total parameters, about 25 billion active parameters, a 16K context and 16K output allowance. The model covers more than fifty language and locale variants. Downloadable weights use CC BY-NC 4.0; commercial deployment terms and managed access should be checked separately with the publisher.

Build a representative translation set

Include the document types your users actually submit: product descriptions, support messages, internal terminology and longer passages with formatting. Evaluate preservation of names, quantities, units, tone and paragraph structure. Include words whose meaning changes by domain and request the target locale explicitly. Have a fluent reviewer assess the output instead of treating a grammatically plausible translation as proof that meaning was preserved.

Integration and access

Use the north-small-translate-1-0 managed identifier when that route is enabled. Trial or production-key availability does not imply unlimited free production use; rate limits and commercial arrangements remain part of the access decision. For a local deployment, size hardware for the full sparse-expert checkpoint and keep the documented chat format.

For long documents, decide whether to translate them whole or segment them with shared terminology. Preserve context across segments and inspect consistency in repeated terms. Compare accepted translations and correction effort alongside latency, rather than ranking a translation model by a general chat benchmark.

Sources

Publisher documentation

How to evaluate North Small Translate 1.0

Compare the model on the work you need to complete.

Tasks and inputs

North Small Translate 1.0 is listed for Text generation. It accepts text and produces text. Use the publisher’s input format and preprocessing for your chosen deployment.

Capacity and cost

Documented limits: 16.38K context and 16.38K maximum output. Measure a completed task using the prompts, documents and tools your application will use. Include reasoning and retries in the result.

Choosing a deployment

The weights are downloadable under CC BY-NC 4.0. Check runtime support and size the complete model and working context for your expected concurrency.

These records share a directory category. Check the source card, output type and deployment requirements before treating a model as a replacement.

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