browserground-gguf (llama.cpp / Ollama)

GGUF build of renezander030/browserground for llama.cpp, Ollama, and downstream wrappers that accept GGUF multimodal models.

Two files, both required:

Use via Ollama

A ready-made Modelfile is in the repo. After downloading both .gguf files:

ollama create browserground -f Modelfile
ollama run browserground "Locate the Submit button" /path/to/screenshot.png

Use via llama.cpp directly

llama-mtmd-cli -m browserground-Q4_K_M.gguf --mmproj browserground-mmproj-f16.gguf --image screenshot.png -p "Locate the element described: Submit button"

Or via the npm CLI (auto-routes to MLX on Apple Silicon)

npm install -g browserground
browserground parse screenshot.png --target "Submit button"

Recipe, numbers, full evaluation: https://huggingface.co/renezander030/browserground.

License: Apache 2.0 (inherits from Qwen/Qwen3-VL-2B-Instruct).

Base model

Qwen/Qwen3-VL-2B-Instruct

renezander030/browserground

(2)