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v37_v29_r0_perception_lr6e7…/experiment_recipe.json

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{
"created_at": "2026-07-15 00:59:15",
"name": "v37_v29_r0_perception_lr6e7_ep10",
"base": "/home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018",
"dataset": "v37_r0_perception",
"dataset_manifest": {
"name": "v37_r0_perception",
"path": "/home/ll/llm4rec/experiments/data/v37_r0_perception.jsonl",
"records": 80000,
"bytes": 267058830,
"sha256": "71579dd6021ab3045524e80275a793d3adcb1b552884209837e77c149d880266",
"requested_components": {
"general": 24000,
"r0": 28000,
"r3_think": 8000,
"r3_direct": 8000,
"old_rec": 4000,
"old_user": 4000,
"old_item": 4000
},
"groups": {
"r3": 16000,
"general": 24000,
"r0": 28000,
"old_item": 4000,
"old_rec": 4000,
"old_user": 4000
},
"variants": {
"profile_video/ad_direct": 1832,
"official_general_direct": 12089,
"sid_to_caption_direct": 6995,
"official_general_cot": 11911,
"sid_to_caption_cot": 6897,
"original_competition": 5843,
"caption_to_sid_direct": 14108,
"profile_live_cot": 1864,
"profile_video/video_direct": 2451,
"rec_no_think_direct_final": 2009,
"user_strict_logic": 556,
"profile_goods_direct": 1859,
"profile_video/ad_cot": 1818,
"user_logic_json_strict": 573,
"profile_video/video_cot": 2471,
"item_no_think_direct_final": 721,
"item_short_think": 712,
"user_strict_array": 660,
"profile_goods_cot": 1847,
"profile_live_direct": 1858,
"user_array_json_strict": 653,
"user_extra_no_think_logic": 273
},
"routes": {
"no_think": 48386,
"think": 31614
},
"target_leakage": 0,
"seed": 202607154
},
"learning_rate": "6.0e-7",
"epochs": 1.0,
"stages": null,
"note": "R0-heavy bidirectional caption/SID grounding to improve item perception and downstream recommendation semantics.",
"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/v37_v29_r0_perception_lr6e7_ep10.yaml"
],
"reproduce": "/home/ll/llm4rec/demo/LLaMA-Factory/.venv/bin/python /home/ll/llm4rec/experiments/run_v34_v43.py --single v37_v29_r0_perception_lr6e7_ep10 --gpu <gpu>"
}