GRM-2.6-Plus (27B) - GGUF

Overview

This repository contains the GGUF quantized files for OrionLLM/GRM-2.6-Plus.

GRM-2.6-Plus is a highly capable 27B-parameter reasoning model built on the Qwen3.6 architecture. It is specifically engineered for general-purpose AI and optimized for difficult, high-complexity tasks.

• Original Model: OrionLLM/GRM-2.6-Plus
• Architecture: Qwen3.6-27B
• License: Apache 2.0

Key Capabilities

• Elite-Level Reasoning for Hard Tasks: GRM-2.6-Plus is optimized to handle difficult reasoning workloads with clarity, consistency, and strong step-by-step problem-solving ability.
• High Performance for Its Size: With 27B parameters, the model is designed to deliver excellent capability relative to its scale, balancing strong intelligence with practical deployment.
• Advanced Coding and Agentic Use: GRM-2.6-Plus is well suited for code generation, structured problem-solving, tool-style workflows, and local agentic applications.
• Optimized for Practical Deployment: The model aims to remain efficient and usable across capable consumer and workstation hardware while offering strong performance for advanced tasks.

How to Use

These GGUF files are fully compatible with llama.cpp and popular graphical interfaces like LM Studio, Ollama.

Example using llama.cpp CLI:

./llama-cli -m GRM-2.6-Plus-Q8_0.gguf \
  -p "System: You are a helpful assistant.\nUser: Create a calculator in a single HTML file backwards.\nAssistant:" \
  -n 2048 -c 8192