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Llama3.1 MOE 4X8B Gated IQ Multi Tier COGITO Deep Reasoning 32B GGUF

Developed by DavidAU
A Mixture of Experts (MoE) model with adjustable reasoning capabilities, enhancing inference and text generation through collaboration of four 8B models
Downloads 829
Release Time : 4/19/2025

Model Overview

This model integrates Deepcogito's reasoning capabilities, achieving general reasoning and text generation functions under different temperature settings through a unique gated IQ structure and multi-tier reasoning system. Supports multiple languages and a wide range of applications.

Model Features

Adjustable Reasoning Capability
Reasoning function can be toggled/adjusted via system prompts, with reasoning capability enhanced up to 300%
Mixture of Experts Architecture
Four 8B models work collaboratively (1 reasoning model + 3 non-reasoning models), forming a 32B-parameter Mixture of Experts system
Multi-Model Control
Output of one or more sub-models can be directly controlled via specific tags and keywords
Long Context Support
Supports long context processing of 128k tokens
Tool Calling Capability
Built-in Meta Llama 3.1 Instruct supports tool calling/usage functions
Temperature-Sensitive Reasoning
Produces reasoning results of varying depths under different temperature settings, with higher temperatures (1.2+) generating richer thought processes

Model Capabilities

Text generation
Deep reasoning
Problem-solving
Creative writing
Role-playing
Multilingual processing
Tool calling
Logic puzzle solving

Use Cases

Creative Writing
Novel Scene Creation
Generate vivid first-person horror scenes
Can produce detailed scene descriptions of 1000-2000 words
Content Improvement
Evaluate and improve generated text content
Provides specific improvement suggestions and rewritten versions
Problem Solving
Logic Puzzle Solving
Solve complex logic puzzles and reasoning problems
Provides solutions through multi-step reasoning
Brainstorming
Generate creative ideas and solutions
Offers innovative ideas from multiple perspectives
Education
Learning Assistance
Help understand complex concepts and solve problems
Provides step-by-step explanations and reasoning processes
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