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 rl_runtime_state.json from dmitchelljackson/cerebellum-qwen35-history-actions-lora: direct link, hf CLI and curl.
- Browser
- Download file 855 Bytes
-
https://huggingface.co/dmitchelljackson/cerebellum-qwen35-history-actions-lora/resolve/main/rl_runtime_state.json
- Command line
-
hf download hf://dmitchelljackson/cerebellum-qwen35-history-actions-lora/rl_runtime_state.json
-
curl -L -o rl_runtime_state.json https://huggingface.co/dmitchelljackson/cerebellum-qwen35-history-actions-lora/resolve/main/rl_runtime_state.json
855 Bytes
| { | |
| "baseline": 0.5925247869163157, | |
| "completed": 2228, | |
| "rollout_batch": 452, | |
| "seed": 20260606, | |
| "episodes_target": 10000, | |
| "save_every": 20, | |
| "curriculum_config": { | |
| "min_attempts_before_filter": 3, | |
| "fail_streak_to_cooldown": 3, | |
| "cooldown_epochs": 5, | |
| "task_min_attempts_before_filter": 8, | |
| "task_fail_streak_to_cooldown": 6, | |
| "task_cooldown_epochs": 5, | |
| "task_low_success_rate": 0.15, | |
| "easy_success_rate": 0.9, | |
| "easy_after_attempts": 3, | |
| "easy_weight": 0.25, | |
| "positive_replay_bonus": 2.0 | |
| }, | |
| "curriculum": { | |
| "epoch": 35, | |
| "cases": 940, | |
| "active": 934, | |
| "cooldown": 6, | |
| "task_cooldown": 22, | |
| "task_attempted": 37, | |
| "easy": 284, | |
| "attempted": 657, | |
| "successes": 1660, | |
| "mean_case_success_rate": 0.5110105584420653, | |
| "replay_items": 1118 | |
| }, | |
| "time": 1781045337.9957368 | |
| } |