|
| 1 | +--- |
| 2 | +title: North Small Translate |
| 3 | +slug: docs/north-small-translate-1.0 |
| 4 | +hidden: false |
| 5 | +description: >- |
| 6 | + North Small Translate is a 218B total / 25B active parameter MoE model purpose-built for machine translation across more than 50 languages. |
| 7 | +image: ../../../assets/images/edb3e49-cohere_meta_image.jpg |
| 8 | +keywords: 'generative AI, Cohere, North, machine translation, multilingual AI' |
| 9 | +createdAt: 'Wed Sep 9th 2026' |
| 10 | +updatedAt: '' |
| 11 | +layout: overview |
| 12 | +--- |
| 13 | + |
| 14 | +import { ModelShowcase, Capability, Endpoint} from "../../../components/model-showcase" |
| 15 | + |
| 16 | +<ModelShowcase model={{ |
| 17 | + name: 'North Small Translate', |
| 18 | + id: 'north-small-translate-1-0', |
| 19 | + capabilities: [ |
| 20 | + Capability.Multilingual, |
| 21 | + ], |
| 22 | + specs: { |
| 23 | + contextWindow: '16K', |
| 24 | + maxOutputTokens: '16K', |
| 25 | + customSpecs: [ |
| 26 | + { name: 'Model Size', value: '218B total / 25B active' }, |
| 27 | + { name: 'Suggested Hardware', value: '2 × H100 or 1 × B200' }, |
| 28 | + ], |
| 29 | + }, |
| 30 | + endpoints: [ |
| 31 | + Endpoint.ChatV2, |
| 32 | + ], |
| 33 | + usageMessage: <p>North Small Translate can be used in production with a commercial license through Cohere's <a href="../../v2/docs/model-vault" target="_blank" rel="noopener noreferrer">Model Vault</a>.</p> |
| 34 | +}}/> |
| 35 | + |
| 36 | +## Description |
| 37 | + |
| 38 | +North Small Translate is an open-weights mixture-of-experts (MoE) model purpose-built for machine translation. |
| 39 | +It has 218 billion total parameters, with 25 billion active parameters, and a 16K context length. |
| 40 | + |
| 41 | +The model provides flexible deployment options for research and enterprise use. Its FP8 weights are available |
| 42 | +under the [Creative Commons Attribution-NonCommercial 4.0 license](https://creativecommons.org/licenses/by-nc/4.0/) |
| 43 | +for non-commercial use. Enterprises can purchase a commercial license and deploy the model through |
| 44 | +[Model Vault](../../v2/docs/model-vault). |
| 45 | + |
| 46 | +## What can North Small Translate be used for? |
| 47 | + |
| 48 | +North Small Translate is well-suited for: |
| 49 | + |
| 50 | +- **Knowledge management**: Translate internal documentation, wikis, standard operating procedures, technical |
| 51 | + manuals, historical reports, and institutional knowledge. |
| 52 | +- **Safety and operations**: Translate safety manuals, emergency procedures, maintenance instructions, |
| 53 | + manufacturing procedures, incident reports, field-service documentation, and operational alerts. |
| 54 | +- **Internal communication**: Translate company announcements, leadership communications, HR policies, |
| 55 | + employee handbooks, benefits information, onboarding materials, newsletters, and intranet content. |
| 56 | +- **Localization and customer support**: Translate product content and customer communications while retaining |
| 57 | + control over where the model and data are hosted. |
| 58 | + |
| 59 | +## Supported languages |
| 60 | + |
| 61 | +North Small Translate supports English and more than 50 language and locale variants. Its tier-one languages are |
| 62 | +Modern Standard Arabic, German, French, Japanese, Korean, Russian, and Ukrainian. |
| 63 | + |
| 64 | +<Accordion title="European languages"> |
| 65 | + |
| 66 | +- Bulgarian |
| 67 | +- Croatian |
| 68 | +- Czech |
| 69 | +- Danish |
| 70 | +- Dutch |
| 71 | +- Estonian |
| 72 | +- Finnish |
| 73 | +- French |
| 74 | +- German |
| 75 | +- Greek |
| 76 | +- Hungarian |
| 77 | +- Irish |
| 78 | +- Italian |
| 79 | +- Latvian |
| 80 | +- Lithuanian |
| 81 | +- Maltese |
| 82 | +- Polish |
| 83 | +- Portuguese (Portugal) |
| 84 | +- Romanian |
| 85 | +- Slovak |
| 86 | +- Slovenian |
| 87 | +- Spanish |
| 88 | +- Swedish |
| 89 | + |
| 90 | +</Accordion> |
| 91 | + |
| 92 | +<Accordion title="All supported languages and locale variants"> |
| 93 | + |
| 94 | +- Albanian |
| 95 | +- Arabic (Egyptian) |
| 96 | +- Arabic (Modern Standard) |
| 97 | +- Arabic (Saudi) |
| 98 | +- Bengali |
| 99 | +- Bulgarian |
| 100 | +- Catalan |
| 101 | +- Chinese (Simplified) |
| 102 | +- Chinese (Traditional) |
| 103 | +- Croatian |
| 104 | +- Czech |
| 105 | +- Danish |
| 106 | +- Dutch |
| 107 | +- English |
| 108 | +- Estonian |
| 109 | +- Filipino |
| 110 | +- Finnish |
| 111 | +- French |
| 112 | +- German |
| 113 | +- Greek |
| 114 | +- Hebrew |
| 115 | +- Hindi |
| 116 | +- Hungarian |
| 117 | +- Icelandic |
| 118 | +- Indonesian |
| 119 | +- Irish |
| 120 | +- Italian |
| 121 | +- Japanese |
| 122 | +- Korean |
| 123 | +- Latvian |
| 124 | +- Lithuanian |
| 125 | +- Malay |
| 126 | +- Maltese |
| 127 | +- Norwegian Bokmål |
| 128 | +- Persian |
| 129 | +- Polish |
| 130 | +- Portuguese (Portugal) |
| 131 | +- Punjabi |
| 132 | +- Romanian |
| 133 | +- Russian |
| 134 | +- Serbian (Cyrillic) |
| 135 | +- Slovak |
| 136 | +- Slovenian |
| 137 | +- Spanish |
| 138 | +- Swedish |
| 139 | +- Tamil |
| 140 | +- Telugu |
| 141 | +- Thai |
| 142 | +- Turkish |
| 143 | +- Ukrainian |
| 144 | +- Urdu |
| 145 | +- Vietnamese |
| 146 | + |
| 147 | +</Accordion> |
| 148 | + |
| 149 | +## Getting started |
| 150 | + |
| 151 | +North Small Translate is available on the free tier through the [Chat V2 API](/reference/chat). Ask the model to |
| 152 | +translate the supplied content into a target language: |
| 153 | + |
| 154 | +```python PYTHON |
| 155 | +from cohere import ClientV2 |
| 156 | + |
| 157 | +co = ClientV2(api_key="<YOUR_API_KEY>") |
| 158 | + |
| 159 | +target_language = "French" |
| 160 | +content = "Enterprises need accurate translations of business-critical documents." |
| 161 | + |
| 162 | +response = co.chat( |
| 163 | + model="north-small-translate-1-0", |
| 164 | + messages=[ |
| 165 | + { |
| 166 | + "role": "user", |
| 167 | + "content": f"Translate everything that follows into {target_language}:\n\n{content}", |
| 168 | + } |
| 169 | + ], |
| 170 | +) |
| 171 | + |
| 172 | +print(response.message.content[0].text) |
| 173 | +``` |
| 174 | + |
| 175 | +## Deployment and licensing |
| 176 | + |
| 177 | +- **Cohere API**: Try the model on the free tier through the Chat V2 API. |
| 178 | +- **Open weights**: Download the |
| 179 | + [FP8 model from Hugging Face](https://huggingface.co/CohereLabs/North-Small-Translate-1.0-fp8) for |
| 180 | + non-commercial use under the CC BY-NC 4.0 license. |
| 181 | +- **Commercial deployment**: Use a commercially licensed deployment through [Model Vault](../../v2/docs/model-vault). |
| 182 | + The suggested hardware is two H100 GPUs or one B200 GPU. |
| 183 | + |
| 184 | +## Frequently asked questions |
| 185 | + |
| 186 | +### What is machine translation? |
| 187 | + |
| 188 | +Machine translation uses software to convert text from one language into another. A purpose-built generative model |
| 189 | +can act as the translation engine in an application, workflow, or translation platform. |
| 190 | + |
| 191 | +### Why use a machine translation model? |
| 192 | + |
| 193 | +A model gives developers control over integration, prompting, deployment, data residency, and customization. |
| 194 | +Self-hosted and private deployments can also support sovereignty requirements and reduce dependence on a fixed |
| 195 | +translation platform. |
| 196 | + |
| 197 | +### When is a translation platform a better fit? |
| 198 | + |
| 199 | +A translation platform wraps a model with features such as collaboration, content management, project management, |
| 200 | +and formatting. Use a platform when those workflow features are more important than direct control over the model. |
0 commit comments