Upload folder using huggingface_hub

data/best_threshold_per_setting.csv

@@ -0,0 +1,7 @@
+model,scheduler,best_by_eval_geneval2,best_eval_geneval2_val,best_by_train_geneval2,best_train_geneval2_val,best_by_kl_efficiency,best_kl_eff_val
+flux1-dev,cps,1e-5,0.7044816017150879,1e-5,0.7084520077705383,1e-5,27.586482804822822
+flux1-dev,flow,1e-5,0.8868309259414673,1e-5,0.7928823626041412,1e-5,188.74022698086864
+flux2-klein-4b,cps,5e-6,0.8695644736289978,1e-5,0.9417736387252807,5e-6,85.22243152423312
+flux2-klein-4b,flow,5e-6,0.7195149064064026,5e-6,0.6564013069868088,5e-6,1892.2156640156927
+flux2-klein-9b,cps,1e-5,0.6747907400131226,1e-5,0.6284995353221894,1e-5,122.80893135439634
+flux2-klein-9b,flow,1e-5,0.7182610630989075,1e-5,0.6087119901180267,1e-5,4151.267085662801

data/kl_adv_vs_clip_comparison.csv

@@ -0,0 +1,11 @@
+model,scheduler,beta,kl_label,clip_label,kl_train_geneval2,clip_train_geneval2,delta_train_geneval2,kl_train_clip_align,clip_train_clip_align,delta_train_clip_align,kl_train_hpsv2,clip_train_hpsv2,delta_train_hpsv2,kl_train_pickscore,clip_train_pickscore,delta_train_pickscore,kl_kl_div,clip_kl_div,delta_kl_div,kl_masked_ratio,clip_masked_ratio,delta_masked_ratio,kl_eval_geneval2_id,clip_eval_geneval2_id,delta_eval_geneval2_id,kl_eval_clip_align_id,clip_eval_clip_align_id,delta_eval_clip_align_id,kl_eval_hpsv2_id,clip_eval_hpsv2_id,delta_eval_hpsv2_id,kl_eval_pickscore_id,clip_eval_pickscore_id,delta_eval_pickscore_id,kl_eval_pickscore_ood,clip_eval_pickscore_ood,delta_eval_pickscore_ood,kl_eval_hpsv2_ood,clip_eval_hpsv2_ood,delta_eval_hpsv2_ood,kl_eval_clip_align_ood,clip_eval_clip_align_ood,delta_eval_clip_align_ood
+flux1-dev,cps,0,kl-adv-1e-5,clip-1e-4,0.7084520077705383,0.7089158880710602,-0.00046388030052191276,0.3274661821126938,0.3190981727838516,0.008368009328842185,0.3160021597146988,0.30487791538238523,0.011124244332313571,0.8897574305534363,0.8639243793487549,0.02583305120468138,0.025681128427386284,0.06185664057731628,-0.03617551214993,0.0,0.0,0.0,0.7044816017150879,0.7805507183074951,-0.07606911659240723,0.3229202330112457,0.32226425409317017,0.0006559789180755615,0.32320141792297363,0.319877028465271,0.0033243894577026367,0.9034789800643921,0.8894789218902588,0.0140000581741333,0.8470194935798645,0.8409206867218018,0.006098806858062744,0.30439329147338867,0.306290864944458,-0.001897573471069336,0.28531813621520996,0.2817021608352661,0.0036159753799438477
+flux1-dev,flow,0,kl-adv-1e-5,clip-1e-4,0.7928823626041412,0.7458518874645234,0.04703047513961789,0.32619574189186096,0.31576876401901244,0.01042697787284852,0.27846883356571195,0.296516917347908,-0.018048083782196078,0.8602540504932403,0.8644158947467804,-0.004161844253540048,0.004200918772257864,0.00528269762173295,-0.001081778849475086,0.0,0.0,0.0,0.8868309259414673,0.8251562118530273,0.06167471408843994,0.3268210291862488,0.3263317942619324,0.0004892349243164062,0.32197487354278564,0.3096907138824463,0.012284159660339355,0.8988134860992432,0.8851988315582275,0.013614654541015625,0.8418481349945068,0.8422117233276367,-0.0003635883331298828,0.30058038234710693,0.3049285411834717,-0.004348158836364746,0.287222683429718,0.2885817289352417,-0.0013590455055236816
+flux2-klein-4b,cps,0,kl-adv-1e-5,clip-1e-4,0.9417736387252807,0.05586783757433295,0.8859058011509477,0.3139284896850586,0.14683708131313325,0.16709140837192535,0.28560763895511626,0.1359040668606758,0.14970357209444046,0.8523532342910767,0.7128307914733887,0.139522442817688,0.016274427920579912,0.024316517412662508,-0.008042089492082596,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,
+flux2-klein-4b,cps,0,kl-adv-5e-5,clip-1e-4,0.931429134607315,0.05586783757433295,0.875561297032982,0.3129312777519226,0.14683708131313325,0.16609419643878934,0.2649045866727829,0.1359040668606758,0.12900051981210708,0.8577361583709717,0.7128307914733887,0.14490536689758304,0.04139937445521355,0.024316517412662508,0.017082857042551042,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,
+flux2-klein-4b,cps,0,kl-adv-5e-6,clip-1e-4,0.8662210237979889,0.05586783757433295,0.8103531862236559,0.30791870296001433,0.14683708131313325,0.16108162164688108,0.2876350200176239,0.1359040668606758,0.15173095315694812,0.8537155508995056,0.7128307914733887,0.1408847594261169,0.01016423737630248,0.024316517412662508,-0.014152280036360028,0.0,0.0,0.0,0.8695644736289978,,,0.31576454639434814,,,0.31026971340179443,,,0.8773333430290222,,,0.8027812838554382,,,0.287817120552063,,,0.2566056549549103,,
+flux2-klein-4b,flow,0,kl-adv-1e-5,clip-1e-4,0.6149350076913833,0.06721075639128685,0.5477242513000965,0.2958126378059387,0.1484646913409233,0.1473479464650154,0.26340588212013244,0.14603479981422424,0.1173710823059082,0.8425296306610107,0.7127113544940948,0.12981827616691588,0.00036287405557231976,0.0003524054714944214,1.0468584077898374e-05,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,
+flux2-klein-4b,flow,0,kl-adv-5e-5,clip-1e-4,0.07111420795321464,0.06721075639128685,0.003903451561927798,0.11066655486822129,0.1484646913409233,-0.03779813647270201,0.07893932715058327,0.14603479981422424,-0.06709547266364096,0.6931049144268036,0.7127113544940948,-0.019606440067291286,0.0012317444349173457,0.0003524054714944214,0.0008793389634229244,0.0,0.0,0.0,,,,,,,,,,,,,,,,,,,,,
+flux2-klein-4b,flow,0,kl-adv-5e-6,clip-1e-4,0.6564013069868088,0.06721075639128685,0.589190550595522,0.29727732241153715,0.1484646913409233,0.14881263107061385,0.27558909833431244,0.14603479981422424,0.1295542985200882,0.8496567261219025,0.7127113544940948,0.13694537162780762,0.00034689560998231174,0.0003524054714944214,-5.509861512109648e-06,0.0,0.0,0.0,0.7195149064064026,,,0.3093288540840149,,,0.31048059463500977,,,0.8762191534042358,,,0.7965196371078491,,,0.28604722023010254,,,0.25552335381507874,,
+flux2-klein-9b,cps,0,kl-adv-1e-5,clip-1e-4,0.6284995353221894,0.5448399466276169,0.08365958869457246,0.3206436550617218,0.3077039659023285,0.012939689159393308,0.30512099981307983,0.27873717576265333,0.026383824050426496,0.8705414080619812,0.8449131035804749,0.025628304481506325,0.00511770217679441,0.008722049444913864,-0.0036043472681194537,0.0,0.0,0.0,0.6747907400131226,0.6868672370910645,-0.012076497077941895,0.32110917568206787,0.31772226095199585,0.0033869147300720215,0.30772995948791504,0.3087954521179199,-0.0010654926300048828,0.8774406909942627,0.8767228126525879,0.0007178783416748047,0.8199197053909302,0.8141878843307495,0.005731821060180664,0.2921687364578247,0.2960479259490967,-0.0038791894912719727,0.2726016044616699,0.27049151062965393,0.002110093832015991
+flux2-klein-9b,flow,0,kl-adv-1e-5,clip-1e-4,0.6087119901180267,0.5073801410198212,0.10133184909820547,0.3003973001241684,0.3073506993055344,-0.0069533991813660045,0.28143789529800417,0.2637899699807167,0.017647925317287483,0.8554958951473236,0.8382232999801635,0.017272595167160065,0.0001466328177775722,0.0003760901148780249,-0.0002294572971004527,0.0,0.0,0.0,0.7182610630989075,0.7580634355545044,-0.039802372455596924,0.31867414712905884,0.32482606172561646,-0.006151914596557617,0.31122124195098877,0.30993974208831787,0.0012814998626708984,0.8799898624420166,0.8786177635192871,0.0013720989227294922,0.8237329125404358,0.824262261390686,-0.0005293488502502441,0.3055562973022461,0.29399991035461426,0.011556386947631836,0.27499687671661377,0.28007712960243225,-0.0050802528858184814

data/planned_runs_detail.csv

@@ -0,0 +1,19 @@
+run_name,model,scheduler,method,threshold,beta,label,state,max_step,train_geneval2,train_clip_align,train_hpsv2,train_pickscore,kl_div,masked_ratio,clip_frac_low,eval_geneval2_id,eval_clip_align_id,eval_hpsv2_id,eval_pickscore_id,eval_pickscore_ood,eval_hpsv2_ood,eval_clip_align_ood
+grpo_flux2-klein-4b_01234_flow3_inner1_kl-adv-5e-5,flux2-klein-4b,flow,kl-adv,5e-5,0,kl-adv-5e-5,crashed,492,0.07111420795321464,0.11066655486822129,0.07893932715058327,0.6931049144268036,0.0012317444349173457,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_flow3_inner1_kl-adv-1e-5,flux2-klein-4b,flow,kl-adv,1e-5,0,kl-adv-1e-5,crashed,1788,0.6149350076913833,0.2958126378059387,0.26340588212013244,0.8425296306610107,0.00036287405557231976,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_flow3_inner1_clip-1e-4,flux2-klein-4b,flow,clip,1e-4,0,clip-1e-4,crashed,814,0.06721075639128685,0.1484646913409233,0.14603479981422424,0.7127113544940948,0.0003524054714944214,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_cps3_inner1_clip-1e-4,flux2-klein-4b,cps,clip,1e-4,0,clip-1e-4,crashed,770,0.05586783757433295,0.14683708131313325,0.1359040668606758,0.7128307914733887,0.024316517412662508,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_cps3_inner1_kl-adv-1e-5,flux2-klein-4b,cps,kl-adv,1e-5,0,kl-adv-1e-5,running,3548,0.9417736387252807,0.3139284896850586,0.28560763895511626,0.8523532342910767,0.016274427920579912,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_cps3_inner1_kl-adv-5e-5,flux2-klein-4b,cps,kl-adv,5e-5,0,kl-adv-5e-5,crashed,3546,0.931429134607315,0.3129312777519226,0.2649045866727829,0.8577361583709717,0.04139937445521355,0.0,0.0,,,,,,,
+grpo_flux2-klein-4b_01234_cps3_inner1_kl-adv-5e-6,flux2-klein-4b,cps,kl-adv,5e-6,0,kl-adv-5e-6,finished,2184,0.8662210237979889,0.30791870296001433,0.2876350200176239,0.8537155508995056,0.01016423737630248,0.0,0.0,0.8695644736289978,0.31576454639434814,0.31026971340179443,0.8773333430290222,0.8027812838554382,0.287817120552063,0.2566056549549103
+grpo_flux2-klein-4b_01234_flow3_inner1_kl-adv-5e-6,flux2-klein-4b,flow,kl-adv,5e-6,0,kl-adv-5e-6,finished,1314,0.6564013069868088,0.29727732241153715,0.27558909833431244,0.8496567261219025,0.00034689560998231174,0.0,0.0,0.7195149064064026,0.3093288540840149,0.31048059463500977,0.8762191534042358,0.7965196371078491,0.28604722023010254,0.25552335381507874
+grpo_flux1-dev_01234_flow3_inner1_clip-1e-4,flux1-dev,flow,clip,1e-4,0,clip-1e-4,running,1766,0.7458518874645234,0.31576876401901244,0.296516917347908,0.8644158947467804,0.00528269762173295,0.0,0.0,0.8251562118530273,0.3263317942619324,0.3096907138824463,0.8851988315582275,0.8422117233276367,0.3049285411834717,0.2885817289352417
+grpo_flux1-dev_01234_flow3_inner1_kl-adv-1e-5,flux1-dev,flow,kl-adv,1e-5,0,kl-adv-1e-5,finished,1752,0.7928823626041412,0.32619574189186096,0.27846883356571195,0.8602540504932403,0.004200918772257864,0.0,0.0,0.8868309259414673,0.3268210291862488,0.32197487354278564,0.8988134860992432,0.8418481349945068,0.30058038234710693,0.287222683429718
+grpo_flux2-klein-4b_01234_flow3_inner1_clip-1e-5,flux2-klein-4b,flow,clip,1e-5,0,clip-1e-5,crashed,2750,0.8676343190670014,0.3063272488117218,0.23743310332298279,0.8312192666530609,0.0005707675346639007,0.0,0.0,0.8929497003555298,0.3190946877002716,0.3037581443786621,0.877532958984375,0.8058289289474487,0.281360387802124,0.2646734416484833
+grpo_flux2-klein-4b_01234_cps3_inner1_clip-1e-5,flux2-klein-4b,cps,clip,1e-5,0,clip-1e-5,finished,2742,0.9138494777679443,0.3039191448688507,0.2730005806684494,0.8494692552089691,0.05009902693331242,0.0,0.0,0.956436276435852,0.3212437629699707,0.3006528615951538,0.8825157880783081,0.8015797138214111,0.26937901973724365,0.2571946978569031
+grpo_flux1-dev_01234_cps3_inner1_clip-1e-4,flux1-dev,cps,clip,1e-4,0,clip-1e-4,running,1020,0.7089158880710602,0.3190981727838516,0.30487791538238523,0.8639243793487549,0.06185664057731628,0.0,0.0,0.7805507183074951,0.32226425409317017,0.319877028465271,0.8894789218902588,0.8409206867218018,0.306290864944458,0.2817021608352661
+grpo_flux1-dev_01234_cps3_inner1_kl-adv-1e-5,flux1-dev,cps,kl-adv,1e-5,0,kl-adv-1e-5,running,1020,0.7084520077705383,0.3274661821126938,0.3160021597146988,0.8897574305534363,0.025681128427386284,0.0,0.0,0.7044816017150879,0.3229202330112457,0.32320141792297363,0.9034789800643921,0.8470194935798645,0.30439329147338867,0.28531813621520996
+grpo_flux2-klein-9b_01234_flow3_inner1_clip-1e-4,flux2-klein-9b,flow,clip,1e-4,0,clip-1e-4,running,484,0.5073801410198212,0.3073506993055344,0.2637899699807167,0.8382232999801635,0.0003760901148780249,0.0,0.0,0.7580634355545044,0.32482606172561646,0.30993974208831787,0.8786177635192871,0.824262261390686,0.29399991035461426,0.28007712960243225
+grpo_flux2-klein-9b_01234_flow3_inner1_kl-adv-1e-5,flux2-klein-9b,flow,kl-adv,1e-5,0,kl-adv-1e-5,running,468,0.6087119901180267,0.3003973001241684,0.28143789529800417,0.8554958951473236,0.0001466328177775722,0.0,0.0,0.7182610630989075,0.31867414712905884,0.31122124195098877,0.8799898624420166,0.8237329125404358,0.3055562973022461,0.27499687671661377
+grpo_flux2-klein-9b_01234_cps3_inner1_clip-1e-4,flux2-klein-9b,cps,clip,1e-4,0,clip-1e-4,running,278,0.5448399466276169,0.3077039659023285,0.27873717576265333,0.8449131035804749,0.008722049444913864,0.0,0.0,0.6868672370910645,0.31772226095199585,0.3087954521179199,0.8767228126525879,0.8141878843307495,0.2960479259490967,0.27049151062965393
+grpo_flux2-klein-9b_01234_cps3_inner1_kl-adv-1e-5,flux2-klein-9b,cps,kl-adv,1e-5,0,kl-adv-1e-5,running,270,0.6284995353221894,0.3206436550617218,0.30512099981307983,0.8705414080619812,0.00511770217679441,0.0,0.0,0.6747907400131226,0.32110917568206787,0.30772995948791504,0.8774406909942627,0.8199197053909302,0.2921687364578247,0.2726016044616699

data/reward_hack_detection.csv

@@ -0,0 +1,13 @@
+run_name,model,scheduler,label,max_step,hack_onset_step,hack_severity_avg,reward_pick_score_mean_peak_step,reward_pick_score_mean_peak_val,reward_pick_score_mean_final_val,reward_pick_score_mean_severity,reward_hpsv2_mean_peak_step,reward_hpsv2_mean_peak_val,reward_hpsv2_mean_final_val,reward_hpsv2_mean_severity,reward_clip_text_align_mean_peak_step,reward_clip_text_align_mean_peak_val,reward_clip_text_align_mean_final_val,reward_clip_text_align_mean_severity
+grpo_flux1-dev_01234_flow3_inner1_clip-1e-4,flux1-dev,flow,clip-1e-4,1766,0.0,0.0002363744353044915,0.0,0.8428093791007996,0.8422117233276367,0.0007091233059134745,1760.0,0.3049285411834717,0.3049285411834717,0.0,1760.0,0.2885817289352417,0.2885817289352417,0.0
+grpo_flux2-klein-9b_01234_cps3_inner1_clip-1e-4,flux2-klein-9b,cps,clip-1e-4,278,80.0,0.01328348368959508,80.0,0.8242203593254089,0.8141878843307495,0.012172078596639616,80.0,0.3019137978553772,0.2960479259490967,0.019428962664006462,80.0,0.2727414667606354,0.27049151062965393,0.008249409808139157
+grpo_flux1-dev_01234_flow3_inner1_kl-adv-1e-5,flux1-dev,flow,kl-adv-1e-5,1752,160.0,0.008081033209961608,240.0,0.8491851091384888,0.8418481349945068,0.008640017429680798,160.0,0.30534470081329346,0.30058038234710693,0.015603082200204028,1680.0,0.287222683429718,0.287222683429718,0.0
+grpo_flux2-klein-4b_01234_flow3_inner1_kl-adv-5e-6,flux2-klein-4b,flow,kl-adv-5e-6,1314,160.0,0.010725945705152095,400.0,0.8005059957504272,0.7965196371078491,0.004979798607056214,160.0,0.29264581203460693,0.28604722023010254,0.02254804795813745,160.0,0.25671708583831787,0.25552335381507874,0.004649990550262619
+grpo_flux1-dev_01234_cps3_inner1_clip-1e-4,flux1-dev,cps,clip-1e-4,1020,160.0,0.007920233957977281,160.0,0.8538539409637451,0.8409206867218018,0.015146916376992526,960.0,0.306290864944458,0.306290864944458,0.0,320.0,0.28414976596832275,0.2817021608352661,0.00861378549693932
+grpo_flux2-klein-9b_01234_flow3_inner1_kl-adv-1e-5,flux2-klein-9b,flow,kl-adv-1e-5,468,240.0,0.0036037152288730307,400.0,0.8237329125404358,0.8237329125404358,0.0,320.0,0.30602049827575684,0.3055562973022461,0.0015168950319545196,240.0,0.277576744556427,0.27499687671661377,0.009294250654664573
+grpo_flux2-klein-9b_01234_cps3_inner1_kl-adv-1e-5,flux2-klein-9b,cps,kl-adv-1e-5,270,240.0,0.0,240.0,0.8199197053909302,0.8199197053909302,0.0,240.0,0.2921687364578247,0.2921687364578247,0.0,240.0,0.2726016044616699,0.2726016044616699,0.0
+grpo_flux2-klein-9b_01234_flow3_inner1_clip-1e-4,flux2-klein-9b,flow,clip-1e-4,484,320.0,0.0009495733914090468,320.0,0.8266170620918274,0.824262261390686,0.0028487201742271404,480.0,0.29399991035461426,0.29399991035461426,0.0,480.0,0.28007712960243225,0.28007712960243225,0.0
+grpo_flux2-klein-4b_01234_flow3_inner1_clip-1e-5,flux2-klein-4b,flow,clip-1e-5,2750,400.0,0.01961382144656871,2720.0,0.8058289289474487,0.8058289289474487,0.0,560.0,0.29308462142944336,0.281360387802124,0.040002895990029985,400.0,0.2697552442550659,0.2646734416484833,0.018838568349676142
+grpo_flux2-klein-4b_01234_cps3_inner1_clip-1e-5,flux2-klein-4b,cps,clip-1e-5,2742,400.0,0.026382629429247326,480.0,0.8090495467185974,0.8015797138214111,0.009232849740146295,560.0,0.2800067663192749,0.26937901973724365,0.037955320586478505,400.0,0.26568594574928284,0.2571946978569031,0.031959717961117184
+grpo_flux1-dev_01234_cps3_inner1_kl-adv-1e-5,flux1-dev,cps,kl-adv-1e-5,1020,480.0,0.00021643030885348685,960.0,0.8470194935798645,0.8470194935798645,0.0,480.0,0.3045910596847534,0.30439329147338867,0.0006492909265604606,960.0,0.28531813621520996,0.28531813621520996,0.0
+grpo_flux2-klein-4b_01234_cps3_inner1_kl-adv-5e-6,flux2-klein-4b,cps,kl-adv-5e-6,2184,640.0,0.010697246872569432,640.0,0.8073562383651733,0.8027812838554382,0.0056665871796556565,2160.0,0.287817120552063,0.287817120552063,0.0,640.0,0.26357054710388184,0.2566056549549103,0.026425153438052636