Godoter — GGUF quantizations

Unofficial hobby project — NOT made by Godot. Godoter is a personal, non-commercial fine-tune made by an independent hobbyist for fun and learning. It is not made, created, maintained, affiliated with, sponsored by, or endorsed by the Godot Foundation or the Godot Engine team. "Godot" is a trademark of the Godot Foundation, used only to describe what the model is for. Base model: Qwen3.6-27B (Apache 2.0); training data includes the Godot documentation (CC-BY 4.0).

GGUF builds of Ruler97/Godoter-27B, a Qwen3.6-27B fine-tune specialized in Godot 4 / GDScript. Ready to drop into LM Studio, llama.cpp, Ollama or any GGUF runner.

Which file to download

File	Quant	Size	RAM/VRAM (rough)	When to use
`Godoter-Q4_K_M.gguf`	Q4_K_M	~16 GB	16 GB+	smallest & fastest, light quality loss
`Godoter-Q6_K.gguf`	Q6_K	~21 GB	24 GB+	recommended — best quality/size balance
`Godoter-Q8_0.gguf`	Q8_0	~27 GB	32 GB+	highest fidelity, closest to the merged model

If unsure, take Q6_K. Drop to Q4_K_M if you're tight on VRAM.

Benchmark (Q6, vs base Qwen3.6-27B)

Test	Base	Godoter
Easy tasks (Godot 4 migration traps)	80%	100%
Hard tasks (advanced Godot 4)	68%	96%

The base model, on hard questions, often drifts to the wrong framework (HTML/JS, Python, gRPC, Unity) or doesn't finish. Godoter stays anchored to Godot 4 GDScript and delivers correct, complete code.

How to run

LM Studio — put the file under models/<publisher>/Godoter/ and load it from the UI.

llama.cpp

llama-server -m Godoter-Q6_K.gguf -c 8192 --jinja -ngl 99
# then open http://127.0.0.1:8080

Ollama

# Modelfile
echo 'FROM ./Godoter-Q6_K.gguf' > Modelfile
ollama create godoter -f Modelfile
ollama run godoter "In Godot 4, connect a Button's pressed signal in code."

About the model

Fine-tune of unsloth/Qwen3.6-27B via QLoRA (r=16), trained on ~18,000 Godot 4 examples grounded in the official docs, plus 666 complete multi-file Godot 4 systems. See the main model card for full details.

License & attribution