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v35_v29_cot_r3_balanced_lr6…/experiment_recipe.json

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{
"created_at": "2026-07-15 00:59:15",
"name": "v35_v29_cot_r3_balanced_lr6e7_ep10",
"base": "/home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018",
"dataset": "v35_cot_r3_balanced",
"dataset_manifest": {
"name": "v35_cot_r3_balanced",
"path": "/home/ll/llm4rec/experiments/data/v35_cot_r3_balanced.jsonl",
"records": 80000,
"bytes": 310914202,
"sha256": "4207a66e3c1e6fe035067e219a3a45243c46a9167f1b912eca13d62ec1cdf192",
"requested_components": {
"general": 24000,
"r0": 12000,
"r3_think": 18000,
"r3_direct": 14000,
"old_rec": 5000,
"old_user": 3500,
"old_item": 3500
},
"groups": {
"r3": 32000,
"old_user": 3500,
"general": 24000,
"old_rec": 5000,
"r0": 12000,
"old_item": 3500
},
"variants": {
"profile_goods_direct": 3190,
"original_competition": 5884,
"official_general_cot": 11903,
"user_array_json_strict": 607,
"official_general_direct": 12097,
"rec_no_think_direct_final": 2500,
"profile_live_direct": 3236,
"caption_to_sid_direct": 5975,
"sid_to_caption_direct": 3085,
"sid_to_caption_cot": 2940,
"profile_video/ad_direct": 3187,
"profile_video/video_direct": 4387,
"profile_live_cot": 4191,
"profile_goods_cot": 4133,
"profile_video/video_cot": 5547,
"profile_video/ad_cot": 4129,
"user_strict_array": 606,
"user_strict_logic": 511,
"item_short_think": 629,
"item_no_think_direct_final": 577,
"user_logic_json_strict": 462,
"user_extra_no_think_logic": 224
},
"routes": {
"no_think": 42146,
"think": 37854
},
"target_leakage": 0,
"seed": 202607152
},
"learning_rate": "6.0e-7",
"epochs": 1.0,
"stages": null,
"note": "Higher R3 CoT ratio with compact Persona-Expansion-Transition traces and direct-route balance.",
"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_v34_v43.py",
"script_sha256": "fbf01773c61579cf6159f64442fc0c8902714c84ed23b488bc9a6236a154f402",
"configs": [
"/home/ll/llm4rec/experiments/configs/v35_v29_cot_r3_balanced_lr6e7_ep10.yaml"
],
"reproduce": "/home/ll/llm4rec/demo/LLaMA-Factory/.venv/bin/python /home/ll/llm4rec/experiments/run_v34_v43.py --single v35_v29_cot_r3_balanced_lr6e7_ep10 --gpu <gpu>"
}