Kelnux/Qwen3-0.6B-seo-finetuned-GGUF

Qwen3-0.6B SEO Fine-tuned (GGUF)

GGUF versions of Kelnux/Qwen3-0.6B-seo-finetuned for use with llama.cpp, Ollama, LM Studio, etc.

Available Files

File	Quantization	Size
Qwen3-0.6B-seo-finetuned-f16.gguf	F16 (full precision)	~1.1 GB
Qwen3-0.6B-seo-finetuned-q8_0.gguf	Q8_0 (8-bit quantized)	~610 MB

Training Details

• Base model: Qwen/Qwen3-0.6B
• Method: LoRA (r=16, alpha=32)
• Dataset: metehan777/global-seo-knowledge (2,065 examples)
• Final loss: 1.14
• Token accuracy: 79.8%

Usage

With llama.cpp

llama-cli -m Qwen3-0.6B-seo-finetuned-q8_0.gguf -p "What is robots.txt in SEO?" -n 200

With Ollama

FROM ./Qwen3-0.6B-seo-finetuned-q8_0.gguf

With LM Studio

Download the GGUF file and load it directly in LM Studio.