This repository contains a fine-tuned version of the unsloth/DeepSeek-R1-Distill-Llama-8B large language model, specialized to act as an expert assistant for MikroTik RouterOS.
Fine-tuned for: Expert-level knowledge and assistance with MikroTik RouterOS networking, including configuration, troubleshooting, and understanding advanced features.
Intended Use: This model is designed for:
Answering technical questions about MikroTik RouterOS.
Providing step-by-step configuration guidance for MikroTik devices.
Assisting network engineers with troubleshooting MikroTik network issues.
Serving as a technical resource for users seeking expert-level MikroTik RouterOS information.
Model Architecture: LoRA (Low-Rank Adaptation) fine-tuned DeepSeek-R1-Distill-Llama-8B (8B parameters, Llama architecture). Converted to GGUF format for efficient inference with tools like llama.cpp.
Quantization: GGUF format, [Specify Quantization Type Here, e.g., q4_km] quantization.
Usage
The model is provided in GGUF format for efficient inference using llama.cpp and compatible tools.
Download GGUF Model:
Download the mikrotik-expert-model.gguf file from this repository.
Inference with llama.cpp/main (Example):
./main -m mikrotik-expert-model.gguf -p "Below is an instruction that describes a complex and critical task... ### Question: How do I configure a basic DHCP server on MikroTik? ### Response:" -n 500
Datasets Used for Fine-tuning:
The model was fine-tuned using a combination of these datasets:
