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Cogito V1 Preview Qwen 32B Exl2 4.65bpw

Developed by async0x42
Cogito v1 Preview is an instruction-tuned generative model based on Qwen2.5-32B, supporting over 30 languages with a context length of 128k, optimized for programming, STEM, instruction following, and general assistance.
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Release Time : 4/9/2025

Model Overview

The Cogito large language model is an instruction-tuned generative model (text input/text output) that supports hybrid reasoning modes (standard mode and deep thinking mode), employing an Iterative Distillation and Amplification (IDA) training strategy, suitable for multilingual, programming, and tool calling scenarios.

Model Features

Hybrid Reasoning Mode
Supports standard mode and deep thinking mode (self-reflective reasoning), switchable as needed.
Iterative Distillation and Amplification (IDA) Training
Adopts a scalable and efficient alignment strategy, achieving superintelligence through iterative self-improvement.
Multilingual Support
Trained in over 30 languages with a context length of 128k.
Tool Calling Capability
Supports single, parallel, multiple, and parallel multiple tool calls, applicable in both standard and deep thinking modes.

Model Capabilities

Text Generation
Instruction Following
Programming Assistance
STEM Problem Solving
Multilingual Processing
Tool Calling

Use Cases

Programming Assistance
Script Generation
Generate bash scripts for specific tasks, such as matrix transposition.
Produces fully functional script code.
General Q&A
Knowledge Q&A
Answer various knowledge-based questions, such as explaining large language models.
Provides accurate and detailed explanations.
Tool Integration
Weather Query
Retrieve current temperature for a specified location via tool calling.
Correctly calls tools and returns results.
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