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v47_v29_clean_world_guard_l…/experiment_recipe.json

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{
"created_at": "2026-07-16 01:45:38",
"name": "v47_v29_clean_world_guard_lr35e7_ep035",
"base": "/home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018",
"dataset": "v47_clean_world_guard",
"dataset_manifest": {
"name": "v47_clean_world_guard",
"path": "/home/ll/llm4rec/experiments/data/v47_clean_world_guard.jsonl",
"records": 9500,
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"sha256": "876ac568a0c26891e5ad3475a7636ef37fe784f7b956d0c3285efc2d3a1e2c90",
"requested_components": {
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"general_other_direct": 1600,
"general_other_think": 1100,
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"old_item_video_think": 50,
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"r3_balanced_goods_think": 150,
"r3_balanced_video_direct": 150,
"r3_balanced_video_think": 150
},
"groups": {
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"r3_clean": 1200,
"old_user_clean": 800
},
"variants": {
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"old_item_ad_cot": 50,
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"strict_single_turn_cot": 2000,
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"strict_video_cot": 150,
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"old_user_logic_direct": 350,
"old_item_video_direct": 250,
"old_rec_video_direct": 250,
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"old_user_array_direct": 350,
"old_rec_goods_direct": 250,
"strict_goods_direct": 100,
"old_item_video_cot": 50,
"old_rec_ad_cot": 100,
"old_item_live_cot": 50,
"strict_live_cot": 250,
"strict_video_direct": 150,
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"strict_ad_cot": 50,
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},
"routes": {
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"think": 3300
},
"domains": {
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},
"canonical_duplicates": 0,
"output_chars_p50": 526,
"output_chars_p90": 1804,
"seed": 202607254
},
"learning_rate": "3.5e-7",
"epochs": 0.35,
"stages": null,
"note": "World-knowledge guard with strict single-turn paired general data, exact/template deduplication, bounded traces, and a low-dose task-format replay shell.",
"cot_policy": "Preserve meaningful CoT for /think and pure final outputs for /no_think.",
"checkpoint_policy": "save_strategy=no; only the final model is retained.",
"script": "/home/ll/llm4rec/experiments/run_experiments.py",
"script_sha256": "78d5f1619c271f19b4204ff4fa210ff4bbbadd81cdc0221e5f40cee201fc9877",
"data_builder": "/home/ll/llm4rec/experiments/source_data.py",
"data_builder_sha256": "a689f0bf36e31f612c3800f971501655b403e38420f4aad9116a3110206a1d5c",
"data_cleaner": "/home/ll/llm4rec/experiments/clean_data.py",
"data_cleaner_sha256": "c1831a3d85c86c740ba80e095252574495b06d79d6341ed190ac2e3fe67133bf",
"configs": [
"/home/ll/llm4rec/experiments/configs/v47_v29_clean_world_guard_lr35e7_ep035.yaml"
],
"reproduce": "/home/ll/llm4rec/demo/LLaMA-Factory/.venv/bin/python /home/ll/llm4rec/experiments/run_experiments.py --single v47_v29_clean_world_guard_lr35e7_ep035 --gpu <gpu>"
}