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
File size: 2,157 Bytes
1856543 b7df156 1856543 b7df156 1856543 b7df156 1856543 b7df156 1856543 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 | {
"adapter": "checkpoints/qwen35_rl_taskcool_sft268_env5_accum4_20260605/current",
"out": "checkpoints/qwen35_rl_taskcool_sft268_env5_accum4_20260605",
"split": "configs/android_world_stage01_level2_action_mix_no_received_sms_no_openapp.json",
"state": "logs/qwen35_rl_taskcool_sft268_env5_accum4_20260605-141359_curriculum_state.json",
"rollouts": "logs/qwen35_rl_taskcool_range_resume_20260609_rollouts.jsonl",
"episodes": 10000,
"num_envs": 5,
"seed": 20260606,
"max_steps": 20,
"lr": 1e-06,
"optim": "paged_adamw_8bit",
"rl_accum_batches": 4,
"baseline_beta": 0.9,
"action_temperature": 0.8,
"label_temperature": 0.7,
"bucket_weights": "tp=1.5,k=1.0,scroll=1.2,wait=0.5,system=1.0",
"history_len": 4,
"history_image_count": 4,
"prompt_history_count": 4,
"older_history_max_actions": 32,
"older_history_token_cap": 256,
"hist_width": 232,
"hist_gutter": 16,
"curr_width": 464,
"curr_gutter": 32,
"max_tree_chars": 5000,
"transition_pause": 1.0,
"preopen_settle_pause": 2.5,
"max_k_tokens": 64,
"save_every": 20,
"base_console_port": 5556,
"base_grpc_port": 8556,
"base_collector_port": 8766,
"adb_path": "/opt/android/platform-tools/adb",
"state_source": "apk",
"perform_emulator_setup": false,
"install_collector_apk": true,
"preopen_target_app": true,
"fail_on_start_infra_error": false,
"skip_initial_success": true,
"no_change_penalty": 0.0,
"no_change_control_penalty": 0.0,
"repeat_exact_penalty": 0.0,
"repeat_control_kind_penalty": 0.0,
"repeat_control_kind_any_state_penalty": 0.0,
"dead_scroll_penalty": 0.0,
"exec_error_penalty": 0.1,
"invalid_type_penalty": 0.05,
"no_target_penalty": 0.05,
"oscillation_penalty": 0.0,
"step_penalty": 0.0,
"step_penalty_grace": 4,
"false_terminal_penalty": 0.1,
"left_target_app_penalty": 0.05,
"collector_ready_timeout": 30.0,
"launch_emulators": true,
"avd_name": "Pixel_6_API_33",
"emulator_bin": "/opt/android/emulator/emulator",
"emulator_memory_mb": 1536,
"emulator_boot_timeout": 240,
"emulator_log_dir": "logs/emulators",
"emulator_accel": "on",
"clone_avds_per_env": true
} |