Image-Text-to-Text
PEFT
Safetensors
android
android-world
ui-automation
accessibility
vision-language
lora
reinforcement-learning
Instructions to use dmitchelljackson/cerebellum-qwen35-history-actions-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use dmitchelljackson/cerebellum-qwen35-history-actions-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-0.8B") model = PeftModel.from_pretrained(base_model, "dmitchelljackson/cerebellum-qwen35-history-actions-lora") - Notebooks
- Google Colab
- Kaggle
Download harness_code/docker-compose.yml from dmitchelljackson/cerebellum-qwen35-history-actions-lora: direct link, hf CLI and curl.
- Browser
- Download file 1.5 kB
-
https://huggingface.co/dmitchelljackson/cerebellum-qwen35-history-actions-lora/resolve/main/harness_code/docker-compose.yml
- Command line
-
hf download hf://dmitchelljackson/cerebellum-qwen35-history-actions-lora/harness_code/docker-compose.yml
-
curl -L -o docker-compose.yml https://huggingface.co/dmitchelljackson/cerebellum-qwen35-history-actions-lora/resolve/main/harness_code/docker-compose.yml
1.5 kB
| services: | |
| train: | |
| build: . | |
| image: cerebellum:latest | |
| runtime: nvidia | |
| environment: | |
| - NVIDIA_VISIBLE_DEVICES=all | |
| - NVIDIA_DRIVER_CAPABILITIES=compute,utility | |
| - HF_TOKEN=${HF_TOKEN} | |
| volumes: | |
| # Mount entire project — no files baked into image, code changes instant | |
| - .:/workspace | |
| command: > | |
| python -u scripts/train_a11y.py | |
| --compile | |
| tty: true | |
| stdin_open: true | |
| androidworld: | |
| build: . | |
| image: cerebellum:latest | |
| runtime: nvidia | |
| privileged: true | |
| devices: | |
| - /dev/kvm:/dev/kvm | |
| ports: | |
| - "5000:5000" | |
| - "5554:5554" | |
| - "5555:5555" | |
| - "8554:8554" | |
| environment: | |
| - NVIDIA_VISIBLE_DEVICES=all | |
| - NVIDIA_DRIVER_CAPABILITIES=compute,utility,graphics | |
| - HF_TOKEN=${HF_TOKEN} | |
| - ANDROID_WORLD_EMULATOR_SETUP=0 | |
| - EMULATOR_TIMEOUT=300 | |
| - HW_ACCEL_OVERRIDE=-accel on | |
| volumes: | |
| - .:/workspace | |
| working_dir: /opt/android_world | |
| command: > | |
| bash -lc "./docker_setup/start_emu_headless.sh && | |
| adb root && | |
| python3 -m server.android_server" | |
| tty: true | |
| stdin_open: true | |
| shell: | |
| build: . | |
| image: cerebellum:latest | |
| runtime: nvidia | |
| privileged: true | |
| devices: | |
| - /dev/kvm:/dev/kvm | |
| environment: | |
| - NVIDIA_VISIBLE_DEVICES=all | |
| - NVIDIA_DRIVER_CAPABILITIES=compute,utility,graphics | |
| - HF_TOKEN=${HF_TOKEN} | |
| volumes: | |
| - .:/workspace | |
| command: bash | |
| tty: true | |
| stdin_open: true | |