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Command-R
Description: Command-R is a Large Language Model optimized for conversational interaction and long context tasks. It targets the “scalable” category of models that balance high performance with strong accuracy, enabling companies to move beyond proof of concept, and into production. Command-R boasts high precision on retrieval augmented generation (RAG) and tool use tasks, low latency and high throughput, a long 128k context, and strong capabilities across 10 key languages.
Model Details
Unique Command-R Model Capabilities
Command-R has been trained on a massive corpus of diverse texts in multiple languages, and can perform a wide array of diverse text-generation tasks. Moreover, Command-R has been trained to especially excel in some of the most critical functionalities for business use-cases.
Multilingual Capabilities
We want Command-R to serve as many people, organizations, and markets as possible, so the new Command-R is capable of interacting in many languages to a fairly high degree of accuracy.
The model is optimized to perform well in the following languages: English, French, Spanish, Italian, German, Brazilian Portuguese, Japanese, Korean, Simplified Chinese, and Arabic.
Additionally, pre-training data has been included for the following 13 languages: Russian, Polish, Turkish, Vietnamese, Dutch, Czech, Indonesian, Ukrainian, Romanian, Greek, Hindi, Hebrew, Persian.
The model has been trained to respond in the language of the user. Here's an example:
And here's what the response might look like:
TEXT
Découvrez la voiture électrique qui va révolutionner votre façon de conduire. Avec son design élégant, cette voiture offre une expérience de conduite unique avec une accélération puissante et une autonomie impressionnante. Sa technologie avancée vous garantit une charge rapide et une fiabilité inégalée. Avec sa conception innovante et durable, cette voiture est parfaite pour les trajets urbains et les longues distances. Profitez d'une conduite silencieuse et vivez l'expérience de la voiture électrique!
Command-R can not only be used to generate text in several languages but can also perform cross-lingual tasks such as translation or answering questions about content in other languages.
Retrieval Augmented Generation
Command-R has been trained with the ability to ground its generations. This means that it can generate responses based on a list of supplied document snippets, and it will include citations in its response indicating the source of the information.
For more information, check out our dedicated guide on retrieval augmented generation.
Tool Use
Command-R has been trained with conversational tool use capabilities. Its tool use functionality takes a conversation as input (with an optional user-system preamble), along with a list of available tools. The model will then generate a json-formatted list of actions to execute on a subset of those tools. For more information, check out our dedicated tool use guide.
URL: https://docs.cohere.com/docs/command-r
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