Explore Deep Cogito: Cogito V2 Preview Llama 405B

Advanced reasoning model with extensive text capabilities.

Input: text Output: text Context: 32,768 tokens Release: 2025-10-17

The Deep Cogito: Cogito V2 Preview Llama 405B, released on October 17, 2025, is a dense hybrid reasoning model by Deep Cogito. It features a substantial context window of 32,768 tokens, allowing for extensive text input and output. This model is designed to enhance direct answering and self-reflection capabilities, making it suitable for complex reasoning tasks. With its dense architecture, the Cogito V2 405B supports a variety of text-based applications, offering a range of customizable parameters, including frequency penalty, temperature, and response format. This flexibility makes it a robust tool for developers seeking advanced text processing and reasoning solutions.

Use Cases

Here are a few ways teams apply Deep Cogito: Cogito V2 Preview Llama 405B in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Develop complex text-based applications

Enhance automated reasoning tasks

Improve direct answering systems

Customize text processing parameters

Key Features

A quick look at the capabilities that make this model useful in real projects.

Dense hybrid reasoning architecture

32,768 token context window

Supports text input and output

Customizable parameters for flexibility

Enhances direct answering and self-reflection

Specs

Overview

Vendor
deepcogito

Model ID
deepcogito/cogito-v2-preview-llama-405b

Release
2025-10-17

Modalities & context

Input
text

Output
text

Context
32,768 tokens

Parameters & defaults

Supported parameters: frequency_penalty, include_reasoning, logit_bias, max_tokens, min_p, presence_penalty, reasoning, repetition_penalty, response_format, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: Deep Cogito: Cogito V2 Preview Llama 405B

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

AI has the potential to revolutionize work, leisure, and creativity in profound ways. In the workplace, AI could automate routine tasks, freeing humans to focus on higher-level thinking, innovation, and interpersonal connections. This could lead to more fulfilling careers and increased productivity. AI assistants could also help manage schedules, communications, and workflows, reducing stress and improving work-life balance. In terms of leisure, AI could create more immersive and personalized entertainment experiences, from adaptive video games to customized content recommendations. Virtual and augmented reality, enhanced by AI, could offer new forms of social interaction and exploration. For creativity, AI could serve as a powerful collaborator, helping artists, writers, and musicians generate new ideas and explore different possibilities. AI tools could assist in editing, composition, and design, allowing creators to focus on the artistic vision while automating technical aspects. This partnership between human imagination and AI capabilities could lead to entirely new forms of artistic expression and innovation.

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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