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Kanana 1.5 8b Instruct 2505 GGUF

Developed by Mungert
Kanana 1.5 is the new version of the Kanana model series, with significant improvements in coding, mathematics, and function calling capabilities, capable of processing inputs up to 32K tokens, and up to 128K tokens when using YaRN.
Downloads 606
Release Time : 5/30/2025

Model Overview

A language model with advanced features, suitable for handling complex real-world problems, supporting ultra-low bit quantization and precision-adaptive quantization.

Model Features

Ultra-low bit quantization
Supports 1-2 bit quantization, using precision-adaptive quantization methods to improve accuracy while maintaining memory efficiency
Long context processing
Natively supports 32K token context, extendable to 128K tokens with YaRN
Dynamic precision allocation
Different quantization strategies for different layers, with IQ4_XS for the first/last 25% layers and IQ2_XXS/IQ3_S for the middle 50% layers
Key component protection
Uses Q5_K for embedding/output layers, reducing error propagation by 38%

Model Capabilities

Text generation
Instruction following
Function calling
Code generation
Mathematical reasoning
Long document processing
Network monitoring analysis
Security auditing

Use Cases

Network monitoring and security
SSL certificate inspection
Check SSL certificate information of a website
Provides detailed certificate information and security assessment
Quantum-safe encryption check
Verify if a server uses quantum-safe encryption
Identifies potential encryption vulnerabilities
Security audit
Conduct a comprehensive security audit of a server
Generates detailed security reports
Development assistance
Code generation
Generate functional code based on descriptions
Can generate code snippets in multiple programming languages
Command processor creation
Create custom command processors to run .net code
Implements automated processing for specific functions
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