safecrsqwen8b / analysis_state.json
liofoil's picture
Upload folder using huggingface_hub
faf9a1c verified
Raw History Blame Contribute Delete
12.7 kB
{
"created_at": "2026-02-08T21:10:22Z",
"model_dir": "/work/hdd/beyd/hhao/saferec_results/safe_grpo/Qwen/Qwen3-8B_grpo_lora_r256_lr1e-06_kl0.001_mu1_hitreward",
"analysis_name": "posthoc_rec_eval",
"log_history": [
{
"step": 0,
"checkpoint": "checkpoint-0",
"eval_rec_num": 0.9910333579592039,
"eval_rec_num_std": 0.0404925335692918,
"eval_recall@5": 0.06801168212059301,
"eval_recall@10": 0.09214272617737965,
"eval_ndcg@5": 0.049647598880550384,
"eval_ndcg@10": 0.058159592768032946,
"eval_sensitivity_dcg@5": 0.0401494870413656,
"eval_sensitivity_dcg@10": 0.04782327772611477,
"eval_sensitive_count@5": 0.0627062706270627,
"eval_sensitive_count@10": 0.0858085808580858,
"eval_sensitive_ratio@5": 0.012541254125412541,
"eval_sensitive_ratio@10": 0.008580858085808581
},
{
"step": 200,
"checkpoint": "checkpoint-200",
"eval_rec_num": 0.9935711359597499,
"eval_rec_num_std": 0.029255903881072926,
"eval_recall@5": 0.0658497695007596,
"eval_recall@10": 0.08892588663628267,
"eval_ndcg@5": 0.04583327043559383,
"eval_ndcg@10": 0.05391163647621662,
"eval_sensitivity_dcg@5": 0.03642388121581815,
"eval_sensitivity_dcg@10": 0.04025257160558741,
"eval_sensitive_count@5": 0.06023102310231023,
"eval_sensitive_count@10": 0.07178217821782178,
"eval_sensitive_ratio@5": 0.012046204620462046,
"eval_sensitive_ratio@10": 0.007178217821782178
},
{
"step": 400,
"checkpoint": "checkpoint-400",
"eval_rec_num": 0.9933094751782872,
"eval_rec_num_std": 0.02875253409830332,
"eval_recall@5": 0.06308443344334434,
"eval_recall@10": 0.08870782911624496,
"eval_ndcg@5": 0.045801197619564096,
"eval_ndcg@10": 0.055051774554672535,
"eval_sensitivity_dcg@5": 0.04239994883004813,
"eval_sensitivity_dcg@10": 0.04639787230059101,
"eval_sensitive_count@5": 0.06848184818481848,
"eval_sensitive_count@10": 0.08085808580858085,
"eval_sensitive_ratio@5": 0.013696369636963697,
"eval_sensitive_ratio@10": 0.008085808580858087
},
{
"step": 600,
"checkpoint": "checkpoint-600",
"eval_rec_num": 0.9926778392124926,
"eval_rec_num_std": 0.03526358338365486,
"eval_recall@5": 0.06616867043847242,
"eval_recall@10": 0.0924599900466237,
"eval_ndcg@5": 0.04804094040599704,
"eval_ndcg@10": 0.05734684158424249,
"eval_sensitivity_dcg@5": 0.043490426567251404,
"eval_sensitivity_dcg@10": 0.04803840504329484,
"eval_sensitive_count@5": 0.06930693069306931,
"eval_sensitive_count@10": 0.08333333333333333,
"eval_sensitive_ratio@5": 0.013861386138613862,
"eval_sensitive_ratio@10": 0.008333333333333335
},
{
"step": 800,
"checkpoint": "checkpoint-800",
"eval_rec_num": 0.9922135482779048,
"eval_rec_num_std": 0.03141870609867016,
"eval_recall@5": 0.06706447430457331,
"eval_recall@10": 0.09036388757923411,
"eval_ndcg@5": 0.04860647106602418,
"eval_ndcg@10": 0.05671369738237589,
"eval_sensitivity_dcg@5": 0.04476865982251014,
"eval_sensitivity_dcg@10": 0.049333473399212846,
"eval_sensitive_count@5": 0.07178217821782178,
"eval_sensitive_count@10": 0.0858085808580858,
"eval_sensitive_ratio@5": 0.014356435643564355,
"eval_sensitive_ratio@10": 0.008580858085808583
},
{
"step": 1000,
"checkpoint": "checkpoint-1000",
"eval_rec_num": 0.9916928231284666,
"eval_rec_num_std": 0.033031678478006456,
"eval_recall@5": 0.06544017496987795,
"eval_recall@10": 0.09153570118916654,
"eval_ndcg@5": 0.048181522262943505,
"eval_ndcg@10": 0.05716637576023895,
"eval_sensitivity_dcg@5": 0.03965144860403204,
"eval_sensitivity_dcg@10": 0.04399170753269806,
"eval_sensitive_count@5": 0.06105610561056106,
"eval_sensitive_count@10": 0.07425742574257425,
"eval_sensitive_ratio@5": 0.012211221122112214,
"eval_sensitive_ratio@10": 0.007425742574257425
},
{
"step": 1200,
"checkpoint": "checkpoint-1200",
"eval_rec_num": 0.9915034085826164,
"eval_rec_num_std": 0.0361969295539358,
"eval_recall@5": 0.0653026612185028,
"eval_recall@10": 0.09361608779925612,
"eval_ndcg@5": 0.04739357063584779,
"eval_ndcg@10": 0.05727038996960597,
"eval_sensitivity_dcg@5": 0.03958298571155003,
"eval_sensitivity_dcg@10": 0.0436013945192766,
"eval_sensitive_count@5": 0.0627062706270627,
"eval_sensitive_count@10": 0.07508250825082509,
"eval_sensitive_ratio@5": 0.012541254125412541,
"eval_sensitive_ratio@10": 0.007508250825082509
},
{
"step": 1400,
"checkpoint": "checkpoint-1400",
"eval_rec_num": 0.9920406738476044,
"eval_rec_num_std": 0.03069398240664365,
"eval_recall@5": 0.06551089632772801,
"eval_recall@10": 0.09024896537272774,
"eval_ndcg@5": 0.048563112289306556,
"eval_ndcg@10": 0.05720993163873324,
"eval_sensitivity_dcg@5": 0.03900032098467058,
"eval_sensitivity_dcg@10": 0.04369263478302035,
"eval_sensitive_count@5": 0.06188118811881188,
"eval_sensitive_count@10": 0.07590759075907591,
"eval_sensitive_ratio@5": 0.012376237623762379,
"eval_sensitive_ratio@10": 0.00759075907590759
},
{
"step": 1600,
"checkpoint": "checkpoint-1600",
"eval_rec_num": 0.9923428881349673,
"eval_rec_num_std": 0.030785297433336006,
"eval_recall@5": 0.06893204201372517,
"eval_recall@10": 0.09507962701032008,
"eval_ndcg@5": 0.05082886046082881,
"eval_ndcg@10": 0.060009127587620975,
"eval_sensitivity_dcg@5": 0.03904923584526122,
"eval_sensitivity_dcg@10": 0.0444403523927015,
"eval_sensitive_count@5": 0.0594059405940594,
"eval_sensitive_count@10": 0.07590759075907591,
"eval_sensitive_ratio@5": 0.011881188118811881,
"eval_sensitive_ratio@10": 0.007590759075907592
},
{
"step": 1800,
"checkpoint": "checkpoint-1800",
"eval_rec_num": 0.9920184326124921,
"eval_rec_num_std": 0.03107508558880872,
"eval_recall@5": 0.06624561265650375,
"eval_recall@10": 0.09212504583791713,
"eval_ndcg@5": 0.048453240364799956,
"eval_ndcg@10": 0.05755378576136542,
"eval_sensitivity_dcg@5": 0.0456284092238331,
"eval_sensitivity_dcg@10": 0.04994971891566579,
"eval_sensitive_count@5": 0.07178217821782178,
"eval_sensitive_count@10": 0.08498349834983498,
"eval_sensitive_ratio@5": 0.014356435643564359,
"eval_sensitive_ratio@10": 0.0084983498349835
},
{
"step": 2000,
"checkpoint": "checkpoint-2000",
"eval_rec_num": 0.9914568379914915,
"eval_rec_num_std": 0.03492924234332635,
"eval_recall@5": 0.06777496202001153,
"eval_recall@10": 0.0916604458064854,
"eval_ndcg@5": 0.049770363722754445,
"eval_ndcg@10": 0.05833829548970231,
"eval_sensitivity_dcg@5": 0.04210224947592132,
"eval_sensitivity_dcg@10": 0.04538662724642682,
"eval_sensitive_count@5": 0.066006600660066,
"eval_sensitive_count@10": 0.07590759075907591,
"eval_sensitive_ratio@5": 0.013201320132013201,
"eval_sensitive_ratio@10": 0.00759075907590759
},
{
"step": 2200,
"checkpoint": "checkpoint-2200",
"eval_rec_num": 0.9916243547431666,
"eval_rec_num_std": 0.034633708661194966,
"eval_recall@5": 0.06733295353344858,
"eval_recall@10": 0.09253464036879878,
"eval_ndcg@5": 0.04805988799763984,
"eval_ndcg@10": 0.057038707830402754,
"eval_sensitivity_dcg@5": 0.03478451319628104,
"eval_sensitivity_dcg@10": 0.03864282034185746,
"eval_sensitive_count@5": 0.056105610561056105,
"eval_sensitive_count@10": 0.06765676567656766,
"eval_sensitive_ratio@5": 0.011221122112211223,
"eval_sensitive_ratio@10": 0.006765676567656766
},
{
"step": 2400,
"checkpoint": "checkpoint-2400",
"eval_rec_num": 0.990912745120666,
"eval_rec_num_std": 0.038173921700474005,
"eval_recall@5": 0.06581833778615956,
"eval_recall@10": 0.09212799256116087,
"eval_ndcg@5": 0.04908724204274336,
"eval_ndcg@10": 0.05843182975618095,
"eval_sensitivity_dcg@5": 0.046369909978421144,
"eval_sensitivity_dcg@10": 0.04969242544026937,
"eval_sensitive_count@5": 0.07508250825082509,
"eval_sensitive_count@10": 0.08498349834983498,
"eval_sensitive_ratio@5": 0.015016501650165019,
"eval_sensitive_ratio@10": 0.0084983498349835
},
{
"step": 2600,
"checkpoint": "checkpoint-2600",
"eval_rec_num": 0.9909142837360662,
"eval_rec_num_std": 0.03459340729771807,
"eval_recall@5": 0.06772584996594898,
"eval_recall@10": 0.09417301849232541,
"eval_ndcg@5": 0.049727722747821966,
"eval_ndcg@10": 0.05900078886529035,
"eval_sensitivity_dcg@5": 0.03718597509522525,
"eval_sensitivity_dcg@10": 0.040707634735189464,
"eval_sensitive_count@5": 0.057755775577557754,
"eval_sensitive_count@10": 0.06848184818481848,
"eval_sensitive_ratio@5": 0.01155115511551155,
"eval_sensitive_ratio@10": 0.0068481848184818485
},
{
"step": 2800,
"checkpoint": "checkpoint-2800",
"eval_rec_num": 0.9916366636663667,
"eval_rec_num_std": 0.03226451662657661,
"eval_recall@5": 0.07023023730944523,
"eval_recall@10": 0.09450992718319452,
"eval_ndcg@5": 0.050866540242065626,
"eval_ndcg@10": 0.05955546679968495,
"eval_sensitivity_dcg@5": 0.03773974188662208,
"eval_sensitivity_dcg@10": 0.041872204847723124,
"eval_sensitive_count@5": 0.06023102310231023,
"eval_sensitive_count@10": 0.07260726072607261,
"eval_sensitive_ratio@5": 0.012046204620462048,
"eval_sensitive_ratio@10": 0.007260726072607262
},
{
"step": 3000,
"checkpoint": "checkpoint-3000",
"eval_rec_num": 0.9908740874087409,
"eval_rec_num_std": 0.0338269260832704,
"eval_recall@5": 0.07127337733773378,
"eval_recall@10": 0.09505212426004506,
"eval_ndcg@5": 0.0523058416304979,
"eval_ndcg@10": 0.060735408408358386,
"eval_sensitivity_dcg@5": 0.03953660670403344,
"eval_sensitivity_dcg@10": 0.042563609325947716,
"eval_sensitive_count@5": 0.0627062706270627,
"eval_sensitive_count@10": 0.07178217821782178,
"eval_sensitive_ratio@5": 0.012541254125412541,
"eval_sensitive_ratio@10": 0.007178217821782178
},
{
"step": 3200,
"checkpoint": "checkpoint-3200",
"eval_rec_num": 0.9916875341380292,
"eval_rec_num_std": 0.0321558572651532,
"eval_recall@5": 0.06895528838598146,
"eval_recall@10": 0.09461993818429462,
"eval_ndcg@5": 0.05177952706668888,
"eval_ndcg@10": 0.06083628946198285,
"eval_sensitivity_dcg@5": 0.047500997208506916,
"eval_sensitivity_dcg@10": 0.05137600860082918,
"eval_sensitive_count@5": 0.07343234323432343,
"eval_sensitive_count@10": 0.08498349834983498,
"eval_sensitive_ratio@5": 0.014686468646864686,
"eval_sensitive_ratio@10": 0.0084983498349835
},
{
"step": 3400,
"checkpoint": "checkpoint-3400",
"eval_rec_num": 0.9911496918922662,
"eval_rec_num_std": 0.037268104719994755,
"eval_recall@5": 0.07201988055948452,
"eval_recall@10": 0.09424668657341924,
"eval_ndcg@5": 0.0516955649790466,
"eval_ndcg@10": 0.05945152897458839,
"eval_sensitivity_dcg@5": 0.04130798033269848,
"eval_sensitivity_dcg@10": 0.04563916227646689,
"eval_sensitive_count@5": 0.06518151815181518,
"eval_sensitive_count@10": 0.07838283828382839,
"eval_sensitive_ratio@5": 0.013036303630363037,
"eval_sensitive_ratio@10": 0.007838283828382838
},
{
"step": 3600,
"checkpoint": "checkpoint-3600",
"eval_rec_num": 0.9910278527852786,
"eval_rec_num_std": 0.03392723746734117,
"eval_recall@5": 0.06912063230132537,
"eval_recall@10": 0.09088447535229713,
"eval_ndcg@5": 0.05038304726003635,
"eval_ndcg@10": 0.058033237067373226,
"eval_sensitivity_dcg@5": 0.04211349269714912,
"eval_sensitivity_dcg@10": 0.0465792905516632,
"eval_sensitive_count@5": 0.06765676567656766,
"eval_sensitive_count@10": 0.08085808580858085,
"eval_sensitive_ratio@5": 0.013531353135313532,
"eval_sensitive_ratio@10": 0.008085808580858085
}
]
}