{ "architecture": "baseline", "batch_size": 32, "canonical_sha256_without_self": "5958d579e71547e6f80ee5807def35862d1fe1f475d705f6d6c7f20874d1f5b2", "depth": 32, "diagnostics": [ { "activation_grad_rms_by_block": [ 0.0002768727717921138, 0.0002554995589889586, 0.00023783760843798518, 0.00022115583124104887, 0.00020655356638599187, 0.00019376208365429193, 0.00018488570640329272, 0.00017590694187674671, 0.0001684112212387845, 0.0001647331955609843, 0.00015843863366171718, 0.0001538397918920964, 0.00015132295084185898, 0.00014730033581145108, 0.00014253577683120966, 0.0001394751889165491, 0.0001364792260574177, 0.0001337067224085331, 0.00013106675760354847, 0.00012915431580040604, 0.00012709009752143174, 0.00012574320135172457, 0.0001242366706719622, 0.0001228937617270276, 0.00012132258416386321, 0.00011988351616309956, 0.00011879197700181976, 0.00011764531518565491, 0.00011639683361863717, 0.00011549647024367005, 0.00011481995898066089, 0.00011415599146857858 ], "activation_grad_statistics": { "first_quartile_mean": 0.0002190592585975537, "first_to_last_ratio": 1.8672887091156776, "imbalance_abs_log_ratio": 0.6244874905881238, "last_quartile_mean": 0.00011731408085324802, "mean": 0.0001546067051094724, "normalized": [ 1.7908199492128654, 1.6525774791465027, 1.538339545297078, 1.4304413969915148, 1.3359935860462033, 1.2532579587482624, 1.1958453307208163, 1.1377704592578457, 1.0892879524179597, 1.065498391187767, 1.0247850088360109, 0.9950395863049215, 0.978760596021445, 0.9527422223192203, 0.9219249367631522, 0.9021289782858439, 0.8827510162691898, 0.8648183939620171, 0.8477430361816715, 0.835373315206192, 0.8220219002238166, 0.8133101424203405, 0.80356586464988, 0.7948798963150414, 0.7847174809007043, 0.775409553409819, 0.7683494510649245, 0.7609328140222236, 0.7528576043077825, 0.7470340316863389, 0.7426583400723811, 0.7383637817502684 ], "population_cv": 0.27888268733798954 }, "activation_output_rms_by_block": [ 0.028270306065678596, 0.0284538883715868, 0.02867252007126808, 0.02881420962512493, 0.029061447829008102, 0.02929086796939373, 0.029533835127949715, 0.029811719432473183, 0.030115574598312378, 0.030315518379211426, 0.030812423676252365, 0.03120259940624237, 0.03179442882537842, 0.03198441118001938, 0.03240228444337845, 0.0329107940196991, 0.033366311341524124, 0.033811621367931366, 0.03420914337038994, 0.03470747172832489, 0.03500960022211075, 0.03567802160978317, 0.035978782922029495, 0.036836784332990646, 0.03769209608435631, 0.038124579936265945, 0.038542140275239944, 0.03904740884900093, 0.0400773324072361, 0.04093807935714722, 0.04163828864693642, 0.042313966900110245 ], "activation_output_statistics": { "first_quartile_mean": 0.028988599311560392, "first_to_last_ratio": 0.728416493900548, "imbalance_abs_log_ratio": 0.31688228737002583, "last_quartile_mean": 0.03979673655703664, "mean": 0.03379432682413608, "normalized": [ 0.8365399971656723, 0.8419723381282118, 0.8484418174825138, 0.8526345198433033, 0.8599504875549783, 0.8667392051281828, 0.873928789339177, 0.8821515986281313, 0.8911429055838948, 0.8970593951159853, 0.9117632032322649, 0.9233088017589188, 0.9408214873116122, 0.9464432106153376, 0.9588084003566117, 0.9738555879797565, 0.9873346942272493, 1.0005117587897308, 1.0122747391422395, 1.0270206567197142, 1.0359608701276664, 1.055739970659861, 1.0646397281194921, 1.0900286466627183, 1.1153379761196018, 1.1281355043603702, 1.1404914344295491, 1.1554427183059932, 1.1859189447920195, 1.2113891059344621, 1.2321088348236646, 1.2521026715611152 ], "population_cv": 0.12455242949918699 }, "bits_per_byte": 7.95915895791699, "branch_output_rms_by_sublayer": [ 0.0022265268489718437, 0.002717922907322645, 0.0021652730647474527, 0.002733128145337105, 0.0025650423485785723, 0.002695153234526515, 0.002537536434829235, 0.002696225419640541, 0.0027307753916829824, 0.0027451792266219854, 0.0029185698367655277, 0.0026901187375187874, 0.002936159959062934, 0.0027115964330732822, 0.0030124466866254807, 0.0027617362793534994, 0.0031113612931221724, 0.002723218873143196, 0.0034121612552553415, 0.0027921765577048063, 0.0034701526165008545, 0.002744668396189809, 0.0039346772246062756, 0.0027058592531830072, 0.004295050632208586, 0.0026920263189822435, 0.004176756367087364, 0.0027182905469089746, 0.004023758694529533, 0.0027150253299623728, 0.004447397775948048, 0.0027387896552681923, 0.004260339308530092, 0.00275799329392612, 0.005327676888555288, 0.002721488941460848, 0.00474865036085248, 0.0027454239316284657, 0.00498866755515337, 0.002719792304560542, 0.0052231852896511555, 0.0027601351030170918, 0.005184618756175041, 0.002755985129624605, 0.0052438946440815926, 0.0027470553759485483, 0.0059704589657485485, 0.0027777766808867455, 0.0060942270793020725, 0.0026787330862134695, 0.005698176100850105, 0.002644060645252466, 0.006003713235259056, 0.002661966485902667, 0.006405353546142578, 0.002804658142849803, 0.006667613051831722, 0.0026854604948312044, 0.006290186662226915, 0.0027102255262434483, 0.0072579155676066875, 0.0027289679273962975, 0.006407012697309256, 0.0026884053368121386 ], "capture": { "all_gradients_finite": true, "all_gradients_present": true, "count": 32, "dtypes": [ "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32" ], "position": "post-MLP Transformer-block output; Block AttnRes is captured before aggregation-partial reset", "shape": [ 16, 256, 192 ], "storage_unique": true }, "core_parameter_grad_rms_by_block": [ 0.005888019831616423, 0.005779358340731243, 0.0060348395662513914, 0.005586875351280001, 0.005559071516712478, 0.0054082748429522395, 0.005481135467826832, 0.0053805923812947415, 0.004971746645687392, 0.005439263395635174, 0.005139424262259116, 0.005696496994849179, 0.005782818048228185, 0.0054294510739720785, 0.005067071208887471, 0.005218073376917496, 0.005181036474299639, 0.005605812513830226, 0.005170579144406511, 0.004834742615880465, 0.005150211089068095, 0.00476651480071292, 0.004776402486441839, 0.00519066249960807, 0.0053994045182471796, 0.004795508114414784, 0.004895792813412353, 0.00496559115560922, 0.00502742614163479, 0.004657478744424888, 0.005287606581362069, 0.004870555415551657 ], "core_parameter_grad_statistics": { "first_quartile_mean": 0.005639770912333169, "first_to_last_ratio": 1.130799174678946, "imbalance_abs_log_ratio": 0.12292461698112994, "last_quartile_mean": 0.0049874204355821175, "mean": 0.005263682419187692, "normalized": [ 1.1186122875029152, 1.0979686615711766, 1.146505257280075, 1.061400537941684, 1.0561183357962487, 1.0274698228824493, 1.0413119621059315, 1.0222106792919112, 0.9445377303850805, 1.0333570611721248, 0.976393302818647, 1.0822265747043835, 1.0986259404914112, 1.0314929058371969, 0.962647592570647, 0.9913351455049914, 0.9842988352437859, 1.0649982402804865, 0.9823121405573801, 0.9185095586801336, 0.9784425956805525, 0.9055475655859389, 0.9074260386664719, 0.9861275977985596, 1.0257846291342996, 0.9110557462459602, 0.9301079403205877, 0.9433683038148654, 0.9551157804103686, 0.884832779319472, 1.0045451378463044, 0.9253133125579595 ], "population_cv": 0.06750436074287791 }, "depth_weights": [], "layer_input_rms_by_sublayer": [ 0.028027428314089775, 0.028122643008828163, 0.028270306065678596, 0.028331812471151352, 0.0284538883715868, 0.02856677956879139, 0.02867252007126808, 0.02870391495525837, 0.02881420962512493, 0.028933145105838776, 0.029061447829008102, 0.029177924618124962, 0.02929086796939373, 0.029417123645544052, 0.029533835127949715, 0.02969702146947384, 0.029811719432473183, 0.02999095991253853, 0.030115574598312378, 0.0302139800041914, 0.030315518379211426, 0.03069150820374489, 0.030812423676252365, 0.03109365701675415, 0.03120259940624237, 0.03165328875184059, 0.03179442882537842, 0.03191109746694565, 0.03198441118001938, 0.03227011114358902, 0.03240228444337845, 0.03283532336354256, 0.0329107940196991, 0.03322411701083183, 0.033366311341524124, 0.0337243415415287, 0.033811621367931366, 0.03413747623562813, 0.03420914337038994, 0.03456577658653259, 0.03470747172832489, 0.03486170619726181, 0.03500960022211075, 0.03554223105311394, 0.03567802160978317, 0.03587620332837105, 0.035978782922029495, 0.036742135882377625, 0.036836784332990646, 0.03761643171310425, 0.03769209608435631, 0.03803960233926773, 0.038124579936265945, 0.03846931457519531, 0.038542140275239944, 0.03895273432135582, 0.03904740884900093, 0.03994588926434517, 0.0400773324072361, 0.04087882116436958, 0.04093807935714722, 0.04153488203883171, 0.04163828864693642, 0.042190924286842346 ], "loss_nats": 5.516868591308594, "loss_scale": 1.0, "output_weights": null, "step": 0, "stream_state_rms_by_sublayer": [ 0.028122643008828163, 0.028270306065678596, 0.028331812471151352, 0.0284538883715868, 0.02856677956879139, 0.02867252007126808, 0.02870391495525837, 0.02881420962512493, 0.028933145105838776, 0.029061447829008102, 0.029177924618124962, 0.02929086796939373, 0.029417123645544052, 0.029533835127949715, 0.02969702146947384, 0.029811719432473183, 0.02999095991253853, 0.030115574598312378, 0.0302139800041914, 0.030315518379211426, 0.03069150820374489, 0.030812423676252365, 0.03109365701675415, 0.03120259940624237, 0.03165328875184059, 0.03179442882537842, 0.03191109746694565, 0.03198441118001938, 0.03227011114358902, 0.03240228444337845, 0.03283532336354256, 0.0329107940196991, 0.03322411701083183, 0.033366311341524124, 0.0337243415415287, 0.033811621367931366, 0.03413747623562813, 0.03420914337038994, 0.03456577658653259, 0.03470747172832489, 0.03486170619726181, 0.03500960022211075, 0.03554223105311394, 0.03567802160978317, 0.03587620332837105, 0.035978782922029495, 0.036742135882377625, 0.036836784332990646, 0.03761643171310425, 0.03769209608435631, 0.03803960233926773, 0.038124579936265945, 0.03846931457519531, 0.038542140275239944, 0.03895273432135582, 0.03904740884900093, 0.03994588926434517, 0.0400773324072361, 0.04087882116436958, 0.04093807935714722, 0.04153488203883171, 0.04163828864693642, 0.042190924286842346, 0.042313966900110245 ] }, { "activation_grad_rms_by_block": [ 4.0331513446290046e-05, 3.985461080446839e-05, 3.939039379474707e-05, 3.8955986383371055e-05, 3.865906546707265e-05, 3.843139347736724e-05, 3.827241380349733e-05, 3.811378701357171e-05, 3.791215567616746e-05, 3.7825848266948014e-05, 3.78328186343424e-05, 3.776324956561439e-05, 3.772067429963499e-05, 3.7761601561214775e-05, 3.77303222194314e-05, 3.774304786929861e-05, 3.785186345339753e-05, 3.794040094362572e-05, 3.797327008214779e-05, 3.8049773138482124e-05, 3.8102883991086856e-05, 3.8117221265565604e-05, 3.811223359662108e-05, 3.81382014893461e-05, 3.817927427007817e-05, 3.815999662037939e-05, 3.819023913820274e-05, 3.816752723651007e-05, 3.8173260691110045e-05, 3.818520053755492e-05, 3.816522075794637e-05, 3.822705912170932e-05 ], "activation_grad_statistics": { "first_quartile_mean": 3.9001145523798186e-05, "first_to_last_ratio": 1.0214812032742024, "imbalance_abs_log_ratio": 0.021253734004134984, "last_quartile_mean": 3.818097229668638e-05, "mean": 3.825101589427504e-05, "normalized": [ 1.0543906482840992, 1.0419229364946974, 1.0297868664095418, 1.0184301115307508, 1.0106676793611298, 1.0047156285624088, 1.000559407605838, 0.9964124121282784, 0.9911411446157616, 0.9888848016873021, 0.9890670286747801, 0.9872482777971484, 0.9861352285098545, 0.987205193859086, 0.9863874550081799, 0.9867201429007677, 0.9895649192172892, 0.991879563368778, 0.9927388644292499, 0.9947388912140491, 0.9961273733592431, 0.9965021941095827, 0.9963718009990231, 0.9970506821246067, 0.99812445179508, 0.9976204743385841, 0.998411107400643, 0.9978173479628427, 0.9979672382197662, 0.9982793827776487, 0.9977570494711616, 0.9993736957828273 ], "population_cv": 0.01543848086298159 }, "activation_output_rms_by_block": [ 0.028325499966740608, 0.028658077120780945, 0.029205938801169395, 0.029751326888799667, 0.03091570734977722, 0.032307714223861694, 0.034374311566352844, 0.03687922656536102, 0.03944294899702072, 0.04215770959854126, 0.04655195400118828, 0.050798118114471436, 0.05539363995194435, 0.05819777771830559, 0.062257908284664154, 0.0653507262468338, 0.06877651810646057, 0.07320939004421234, 0.07733170688152313, 0.08104265481233597, 0.08443007618188858, 0.08700668811798096, 0.09079501777887344, 0.093939870595932, 0.09777236729860306, 0.10033779591321945, 0.10455679148435593, 0.10687003284692764, 0.11059616506099701, 0.11359578371047974, 0.11617089062929153, 0.11852118372917175 ], "activation_output_statistics": { "first_quartile_mean": 0.031302225310355425, "first_to_last_ratio": 0.2883599077004872, "imbalance_abs_log_ratio": 1.2435458995301245, "last_quartile_mean": 0.10855262633413076, "mean": 0.06861004745587707, "normalized": [ 0.4128476953023048, 0.41769504880769653, 0.4256802011389317, 0.43362930054716353, 0.4506002910092582, 0.4708889648362173, 0.5010098788877659, 0.5375193274582407, 0.5748859016951763, 0.614453876098144, 0.6785005363992164, 0.7403889080114624, 0.8073692120322151, 0.8482398697615304, 0.9074167792217611, 0.9524949868145868, 1.002426330497593, 1.0670359919411672, 1.1271192740575633, 1.1812068030481144, 1.2305788920520035, 1.2681333324238657, 1.323348709782827, 1.3691853318764207, 1.4250444493786454, 1.4624358914450017, 1.5239282781664902, 1.5576440595767767, 1.61195290138986, 1.6556727173747092, 1.693205221931973, 1.7274610370353176 ], "population_cv": 0.4388810528199641 }, "bits_per_byte": 6.713833958880599, "branch_output_rms_by_sublayer": [ 0.002437001559883356, 0.0027646415401250124, 0.0026093844790011644, 0.002773481421172619, 0.0033957704436033964, 0.0027507112827152014, 0.003547805128619075, 0.0027288019191473722, 0.004703273996710777, 0.0028269628528505564, 0.005306650884449482, 0.002743088873103261, 0.006675844080746174, 0.002795359119772911, 0.006955645978450775, 0.002845237497240305, 0.006907123140990734, 0.002933910582214594, 0.00843191146850586, 0.0027949840296059847, 0.00897424016147852, 0.0029047494754195213, 0.009036343544721603, 0.0032153772190213203, 0.010582618415355682, 0.0028866741340607405, 0.009517580270767212, 0.0026635508984327316, 0.008616920560598373, 0.003158343257382512, 0.009494570083916187, 0.0030213629361242056, 0.009422268718481064, 0.002808293094858527, 0.010874342173337936, 0.0031132514122873545, 0.01018539723008871, 0.002876743907108903, 0.008500457741320133, 0.0031567441765218973, 0.01006424892693758, 0.0032528946176171303, 0.009540545754134655, 0.0029259754810482264, 0.010095320641994476, 0.002696031704545021, 0.009177232161164284, 0.002929815324023366, 0.011962441727519035, 0.0029209970962256193, 0.008841389790177345, 0.0027309327851980925, 0.010780212469398975, 0.0031468512024730444, 0.01038750447332859, 0.0032646870240569115, 0.009689838625490665, 0.0026016440242528915, 0.009929094463586807, 0.003191312775015831, 0.010107175447046757, 0.0028179220389574766, 0.009526536799967289, 0.003107903292402625 ], "capture": { "all_gradients_finite": true, "all_gradients_present": true, "count": 32, "dtypes": [ "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32", "torch.float32" ], "position": "post-MLP Transformer-block output; Block AttnRes is captured before aggregation-partial reset", "shape": [ 16, 256, 192 ], "storage_unique": true }, "core_parameter_grad_rms_by_block": [ 0.00017190496538337113, 0.0001735542784589828, 0.00019824933045045772, 0.0002107982497012391, 0.0002450550613783958, 0.00026804391005753116, 0.0003238054491237347, 0.00031010311411301124, 0.00031952489285031816, 0.00034636354958654015, 0.00034728721218647997, 0.00036779944805402854, 0.00040306175531293955, 0.00038015703078453524, 0.0003565887583279226, 0.00036832720297469803, 0.00036821166426922845, 0.000375260819686975, 0.00038062964117533765, 0.00035620909008044117, 0.0003690236577410054, 0.00035091389469732654, 0.00035793360754103896, 0.000359518412683121, 0.00040508202264603015, 0.0003592735021571915, 0.00038012959666749183, 0.00035476778007974936, 0.0003492989830982136, 0.0003659888269167611, 0.0003625696460584541, 0.0003779058324425446 ], "core_parameter_grad_statistics": { "first_quartile_mean": 0.00023768929483334046, "first_to_last_ratio": 0.6434869511235988, "imbalance_abs_log_ratio": 0.44085353012576206, "last_quartile_mean": 0.0003693770237583045, "mean": 0.00033322941208390925, "normalized": [ 0.5158757275005617, 0.5208252097965493, 0.5949334700399654, 0.632591968346896, 0.7353944534664587, 0.8043825074781695, 0.9717192942206389, 0.9305994695177908, 0.9588736205850275, 1.0394147005826835, 1.0421865525454603, 1.1037424510457507, 1.2095623636350745, 1.140826760780676, 1.0700998933375405, 1.105326209566252, 1.1049794853538033, 1.1261335466764921, 1.1422450341192953, 1.0689605333839665, 1.107416225456362, 1.053069993140234, 1.074135699194851, 1.0788915973377284, 1.2156250557619686, 1.0781566366258335, 1.1407444327626544, 1.0646352549168638, 1.0482237474591767, 1.0983088936477277, 1.0880481521455758, 1.134071059571973 ], "population_cv": 0.19078746332772342 }, "depth_weights": [], "layer_input_rms_by_sublayer": [ 0.028024883940815926, 0.02821914665400982, 0.028325499966740608, 0.02856484428048134, 0.028658077120780945, 0.02912120893597603, 0.029205938801169395, 0.02964756451547146, 0.029751326888799667, 0.030729545280337334, 0.03091570734977722, 0.03217839077115059, 0.032307714223861694, 0.03411358222365379, 0.034374311566352844, 0.036541424691677094, 0.03687922656536102, 0.03906221315264702, 0.03944294899702072, 0.04181833937764168, 0.04215770959854126, 0.04607149586081505, 0.04655195400118828, 0.0500124990940094, 0.050798118114471436, 0.05468229204416275, 0.05539363995194435, 0.05778742954134941, 0.05819777771830559, 0.06149948015809059, 0.062257908284664154, 0.06454319506883621, 0.0653507262468338, 0.06803742796182632, 0.06877651810646057, 0.07261326909065247, 0.07320939004421234, 0.07679533213376999, 0.07733170688152313, 0.08014968782663345, 0.08104265481233597, 0.0835338607430458, 0.08443007618188858, 0.08647285401821136, 0.08700668811798096, 0.09021914005279541, 0.09079501777887344, 0.09300754219293594, 0.093939870595932, 0.0970776379108429, 0.09777236729860306, 0.0996294915676117, 0.10033779591321945, 0.10360711812973022, 0.10455679148435593, 0.10598249733448029, 0.10687003284692764, 0.10993104428052902, 0.11059616506099701, 0.11287258565425873, 0.11359578371047974, 0.11536551266908646, 0.11617089062929153, 0.11782468110322952 ], "loss_nats": 4.653675079345703, "loss_scale": 1.0, "output_weights": null, "step": 20, "stream_state_rms_by_sublayer": [ 0.02821914665400982, 0.028325499966740608, 0.02856484428048134, 0.028658077120780945, 0.02912120893597603, 0.029205938801169395, 0.02964756451547146, 0.029751326888799667, 0.030729545280337334, 0.03091570734977722, 0.03217839077115059, 0.032307714223861694, 0.03411358222365379, 0.034374311566352844, 0.036541424691677094, 0.03687922656536102, 0.03906221315264702, 0.03944294899702072, 0.04181833937764168, 0.04215770959854126, 0.04607149586081505, 0.04655195400118828, 0.0500124990940094, 0.050798118114471436, 0.05468229204416275, 0.05539363995194435, 0.05778742954134941, 0.05819777771830559, 0.06149948015809059, 0.062257908284664154, 0.06454319506883621, 0.0653507262468338, 0.06803742796182632, 0.06877651810646057, 0.07261326909065247, 0.07320939004421234, 0.07679533213376999, 0.07733170688152313, 0.08014968782663345, 0.08104265481233597, 0.0835338607430458, 0.08443007618188858, 0.08647285401821136, 0.08700668811798096, 0.09021914005279541, 0.09079501777887344, 0.09300754219293594, 0.093939870595932, 0.0970776379108429, 0.09777236729860306, 0.0996294915676117, 0.10033779591321945, 0.10360711812973022, 0.10455679148435593, 0.10598249733448029, 0.10687003284692764, 0.10993104428052902, 0.11059616506099701, 0.11287258565425873, 0.11359578371047974, 0.11536551266908646, 0.11617089062929153, 0.11782468110322952, 0.11852118372917175 ] } ], "environment": { "autocast": "cuda-bfloat16-forward-fp32-cross-entropy", "compile": false, "compute_capability": [ 12, 0 ], "cublas_workspace_config": ":4096:8", "cuda": "12.8", "deterministic_algorithms": true, "gpu": "NVIDIA GeForce RTX 5090", "python": "3.10.14", "torch": "2.11.0+cu128" }, "evaluations": [ { "bits_per_byte": 7.95552135286859, "cross_entropy_nats": 5.514347195625305, "step": 0 }, { "bits_per_byte": 6.717222361067899, "cross_entropy_nats": 4.656023740768433, "step": 20 } ], "gradient_gate": { "first_to_last_ratio_abs_delta": 0.0, "max_abs_scale_ratio_error": 0.0, "normalized_spectrum_max_abs_delta": 0.0, "passed": true, "per_block_scale_ratios": [ 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0 ], "population_cv_abs_delta": 0.0, "thresholds": { "scale_ratio_abs": 1e-05, "shape_abs": 1e-06 } }, "hashes": { "final_mixer_parameters": null, "final_model_state": "450392cd5ca5eb90de17c89ee83bb7c238615fdc46da5fcb7c6b648eec8c8858", "final_optimizer_state": "88ff74de5c6dcffa477d815ee1b7fd6ced81b387b2327a5bf0fd7a221cea9a6d", "final_public_parameters": "450392cd5ca5eb90de17c89ee83bb7c238615fdc46da5fcb7c6b648eec8c8858", "initial_mixer_parameters": null, "initial_public_parameter_elements": 18985152, "initial_public_parameter_structure": "7625a2d62805070dfbe720e9243f103d23c47e27d3c14de1af55fd6187e81670", "initial_public_parameter_tensors": 227, "initial_public_parameters": "73bbe569e1a47981386ebaf59ca891174746bf81897fe5403676ad6d50423c58" }, "manifest": { "diagnostic_tensor_sha256": "21117e31db302b10d67b63f035665dc8f220b879d216ccd12b7d2ba86e7b1716", "file_sha256": "080afb17d1e036c0bba0a799fdb8b98ee4ad652bd42dd1b3b67110dd2ede6371", "formal_schedule_sha256": "5041e09b167f229248d2462324e8c254b8f5938975f135dcd8192b00a54a4f4e", "input_gate_tensor_hashes": { "0": "65136111a29a042e61a7909132560d95cd4bcf0f9b52f64d0fb2e57773856434", "1": "d995676b4e7dec8f661cd8c2345fe7fc7a513c17f528c02fc946a441a6995a94", "7999": "2345e7ac3decca2bdaebf13094fdc92fcabef42e3e461a2fefd6e8e7e76baccc" }, "path": "experiments/k3/attnres_gradient/manifest.json", "validation_tensor_sha256": "f459316f13078a163b47c133511bb7181e05170ab89516e196490113893ce338" }, "model": { "attnres_aggregation_groups": 8, "context": 256, "d_ff": 768, "d_head": 32, "d_model": 192, "heads": 6, "layers": 32, "parameters": { "core": 18985152, "embedding": 98304, "mixer": 0, "total": 18985152 }, "sublayers": 64, "sublayers_per_attnres_group": 8, "transformer_blocks_per_attnres_group": 4, "vocabulary": 256 }, "optimizer": { "betas": [ 0.9, 0.95 ], "epsilon": 1e-08, "grad_clip": 1.0, "min_lr": 3e-05, "name": "AdamW", "peak_lr": 0.0003, "warmup_steps": 400, "weight_decay_ndim_ge_2": 0.1 }, "protocol_id": "llm-atlas-k3-attnres-gradient-scale-v1", "run_kind": "smoke", "schema_version": 1, "seed": 2026073001, "steps": 20, "target_bytes_seen": 163840, "timing": { "mean_ms": null, "measured_steps": 0, "median_ms": null, "p95_ms": null, "peak_allocated_bytes": 3185052160, "peak_reserved_bytes": 6325010432, "warmup_steps_excluded": 20 }, "training_history": [ { "bits_per_byte": 7.958522622108798, "learning_rate": 7.499999999999999e-07, "loss_nats": 5.516427516937256, "step": 1, "unclipped_grad_norm": 22.09486961364746 }, { "bits_per_byte": 7.238571600789322, "learning_rate": 7.499999999999999e-06, "loss_nats": 5.017395496368408, "step": 10, "unclipped_grad_norm": 11.172341346740723 }, { "bits_per_byte": 6.729949421197048, "learning_rate": 1.4999999999999999e-05, "loss_nats": 4.6648454666137695, "step": 20, "unclipped_grad_norm": 3.462282180786133 } ] }