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Kolibri 1

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LLMs#29AI Models & LLMsOpen source · Web

Kolibri 1 is a multilingual large language model developed by Aleph Alpha. It excels in multi-step reasoning, retrieval-augmented generation, and coding tasks, supporting both German and English languages. The model is designed for complex tasks with a large context window and is available under the Apache 2.0 license.

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Kolibri 1 screenshot
Kolibri 1 screenshot

Description

Kolibri 1, developed by Aleph Alpha, is a state-of-the-art multilingual large language model designed to handle complex tasks with precision and efficiency. It supports both German and English languages, making it versatile for a wide range of applications. The model is built on a Mixture-of-Experts architecture, featuring 78 billion total parameters and 3.46 billion active parameters per token. This architecture allows Kolibri 1 to excel in multi-step reasoning, retrieval-augmented generation, and agentic tool calling, making it suitable for coding and language assistance tasks.

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Kolibri 1 is optimized for a context length of up to 1,048,576 tokens, although a recommended limit of 262,144 tokens is advised for serving efficiency. The model operates with bfloat16 precision and is best suited for environments requiring high reasoning capabilities. It is released under the Apache 2.0 license, ensuring open access and flexibility for developers and researchers.

The model's training involved a comprehensive dataset of 20 trillion tokens, with a focus on English and German web data, instruction and reasoning tasks, and code. The training process included a mid-training phase and a long-context adaptation stage, enhancing the model's ability to handle extended context windows. Kolibri 1 also incorporates advanced safety features, including mechanisms to decline harmful requests and protect personally identifiable information.

Kolibri 1 is designed for use in various industries, including legal, electronics, hardware, and aviation, providing robust retrieval-augmented question answering capabilities. The model's architecture supports efficient tool calling and terminal interactions, making it a valuable asset for software engineering and terminal environments. With its extensive capabilities and open-source availability, Kolibri 1 is a powerful tool for developers and researchers seeking to leverage advanced AI for complex language tasks.

  • CategoryAI Models & LLMs
  • Pricing ModelOpen source
  • DeploymentCloud
  • PlatformsWeb

Kolibri 1 Highlights

  • Mixture-of-Experts architecture

  • 78 billion total parameters

  • 3.46 billion active parameters per token

  • Supports German and English languages

  • Context length up to 1,048,576 tokens

  • bfloat16 precision

  • Apache 2.0 license

  • Optimized for multi-step reasoning

Getting Started with Kolibri 1

  1. Access model page: Visit the Hugging Face website

  2. Authenticate: Log in to your account

  3. Configure: Set up the model parameters

  4. Send prompts: Input your queries

  5. Fine-tune: Adjust the model for specific tasks

Kolibri 1's Use Cases

  • Multilingual Assistance
  • Complex Reasoning
  • Retrieval-Augmented Generation
  • Coding Support
  • Tool Calling

FAQ from Kolibri 1

From Aleph Alpha

Kolibri 1 Reviews

Kolibri 1 Reviews

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