[ { "epoch": 1, "train": { "loss": 4.449068882644018, "perplexity": 85.54725237538644 }, "val": { "loss": 4.321193695068359, "perplexity": 75.27843417656896 }, "lr": 0.0001, "arch": "gpt" }, { "epoch": 2, "train": { "loss": 4.151905677099436, "perplexity": 63.55500027664246 }, "val": { "loss": 3.886427640914917, "perplexity": 48.73647099683265 }, "lr": 0.0002, "arch": "gpt" }, { "epoch": 3, "train": { "loss": 3.648693215755005, "perplexity": 38.424420798608885 }, "val": { "loss": 3.25006365776062, "perplexity": 25.791981724734164 }, "lr": 0.0003, "arch": "gpt" }, { "epoch": 4, "train": { "loss": 2.9855356832309763, "perplexity": 19.797104373257977 }, "val": { "loss": 2.4989283084869385, "perplexity": 12.169445078754796 }, "lr": 0.0004, "arch": "gpt" }, { "epoch": 5, "train": { "loss": 2.278833407931642, "perplexity": 9.765281661845343 }, "val": { "loss": 1.8185982704162598, "perplexity": 6.163213233850772 }, "lr": 0.0005, "arch": "gpt" }, { "epoch": 6, "train": { "loss": 1.6922306917188943, "perplexity": 5.431583389521207 }, "val": { "loss": 1.3577715158462524, "perplexity": 3.8875203641035854 }, "lr": 0.0006, "arch": "gpt" }, { "epoch": 7, "train": { "loss": 1.3007261210145888, "perplexity": 3.6719619885940404 }, "val": { "loss": 1.0798274278640747, "perplexity": 2.9441714252712186 }, "lr": 0.0007, "arch": "gpt" }, { "epoch": 8, "train": { "loss": 1.0670790784050876, "perplexity": 2.9068763296306934 }, "val": { "loss": 0.9432824850082397, "perplexity": 2.5683983255847758 }, "lr": 0.0008, "arch": "gpt" }, { "epoch": 9, "train": { "loss": 0.9534418966097921, "perplexity": 2.59462473821492 }, "val": { "loss": 0.8838164806365967, "perplexity": 2.4201184388307664 }, "lr": 0.0009000000000000001, "arch": "gpt" }, { "epoch": 10, "train": { "loss": 0.8975538904978844, "perplexity": 2.453594005077322 }, "val": { "loss": 0.8536009192466736, "perplexity": 2.348086918184101 }, "lr": 0.001, "arch": "gpt" }, { "epoch": 11, "train": { "loss": 0.8686355740908638, "perplexity": 2.383656311308694 }, "val": { "loss": 0.8385319709777832, "perplexity": 2.3129689776240174 }, "lr": 0.0009999317208437383, "arch": "gpt" }, { "epoch": 12, "train": { "loss": 0.8531932690674054, "perplexity": 2.347129915205437 }, "val": { "loss": 0.8299278616905212, "perplexity": 2.2931533100941626 }, "lr": 0.0009997269020417926, "arch": "gpt" }, { "epoch": 13, "train": { "loss": 0.8440384131058243, "perplexity": 2.325740337550508 }, "val": { "loss": 0.8247115612030029, "perplexity": 2.2812226773000837 }, "lr": 0.0009993855995895783, "arch": "gpt" }, { "epoch": 14, "train": { "loss": 0.8379923381191078, "perplexity": 2.311721160274497 }, "val": { "loss": 0.8209157586097717, "perplexity": 2.2725800196340735 }, "lr": 0.0009989079067957778, "arch": "gpt" }, { "epoch": 15, "train": { "loss": 0.8339255411113355, "perplexity": 2.302338950279756 }, "val": { "loss": 0.8181703686714172, "perplexity": 2.266349457888226 }, "lr": 0.0009982939542568315, "arch": "gpt" }, { "epoch": 16, "train": { "loss": 0.8308054773489442, "perplexity": 2.2951667007086027 }, "val": { "loss": 0.8161749839782715, "perplexity": 2.261831727674463 }, "lr": 0.0009975439098212332, "arch": "gpt" }, { "epoch": 17, "train": { "loss": 0.828275653854281, "perplexity": 2.289367672416809 }, "val": { "loss": 0.8147085905075073, "perplexity": 2.258517423028279 }, "lr": 0.0009966579785436421, "arch": "gpt" }, { "epoch": 18, "train": { "loss": 0.8264373762373768, "perplexity": 2.2851630448881233 }, "val": { "loss": 0.8133971095085144, "perplexity": 2.2555573617983833 }, "lr": 0.000995636402628824, "arch": "gpt" }, { "epoch": 19, "train": { "loss": 0.8248834492641313, "perplexity": 2.2816148259449562 }, "val": { "loss": 0.8124266862869263, "perplexity": 2.2533695782665317 }, "lr": 0.0009944794613654334, "arch": "gpt" }, { "epoch": 20, "train": { "loss": 0.8235756576272406, "perplexity": 2.2786328994512486 }, "val": { "loss": 0.8114960789680481, "perplexity": 2.2512735514850597 }, "lr": 0.0009931874710496598, "arch": "gpt" }, { "epoch": 21, "train": { "loss": 0.8224857550088513, "perplexity": 2.276150764376256 }, "val": { "loss": 0.8105887174606323, "perplexity": 2.2492317589838247 }, "lr": 0.000991760784898755, "arch": "gpt" }, { "epoch": 22, "train": { "loss": 0.8212588800416066, "perplexity": 2.2733599243377274 }, "val": { "loss": 0.8098800182342529, "perplexity": 2.2476382948863654 }, "lr": 0.0009901997929544675, "arch": "gpt" }, { "epoch": 23, "train": { "loss": 0.820323959068261, "perplexity": 2.271235505701013 }, "val": { "loss": 0.8091603517532349, "perplexity": 2.2460213268527185 }, "lr": 0.000988504921976408, "arch": "gpt" }, { "epoch": 24, "train": { "loss": 0.8194156848533367, "perplexity": 2.269173537613141 }, "val": { "loss": 0.8085374236106873, "perplexity": 2.2446226526414526 }, "lr": 0.000986676635325379, "arch": "gpt" }, { "epoch": 25, "train": { "loss": 0.8189232741436236, "perplexity": 2.268056447317207 }, "val": { "loss": 0.8080568313598633, "perplexity": 2.243544163566073 }, "lr": 0.0009847154328366957, "arch": "gpt" }, { "epoch": 26, "train": { "loss": 0.8179746341003169, "perplexity": 2.265905898360506 }, "val": { "loss": 0.8076696395874023, "perplexity": 2.2426756498763156 }, "lr": 0.0009826218506835357, "arch": "gpt" }, { "epoch": 27, "train": { "loss": 0.817433660035758, "perplexity": 2.264680433538991 }, "val": { "loss": 0.8072842359542847, "perplexity": 2.241811481070544 }, "lr": 0.0009803964612303557, "arch": "gpt" }, { "epoch": 28, "train": { "loss": 0.817005283368066, "perplexity": 2.263710505043685 }, "val": { "loss": 0.806986391544342, "perplexity": 2.2411438694798878 }, "lr": 0.0009780398728764116, "arch": "gpt" }, { "epoch": 29, "train": { "loss": 0.8164709447481924, "perplexity": 2.2625012402038513 }, "val": { "loss": 0.8067007064819336, "perplexity": 2.2405036996015086 }, "lr": 0.0009755527298894293, "arch": "gpt" }, { "epoch": 30, "train": { "loss": 0.8160887286410504, "perplexity": 2.261636641029808 }, "val": { "loss": 0.8063749074935913, "perplexity": 2.239773864659 }, "lr": 0.0009729357122294669, "arch": "gpt" }, { "epoch": 31, "train": { "loss": 0.8156237740181618, "perplexity": 2.2605853270438554 }, "val": { "loss": 0.8060504794120789, "perplexity": 2.23904733698043 }, "lr": 0.0009701895353630226, "arch": "gpt" }, { "epoch": 32, "train": { "loss": 0.8152419821115485, "perplexity": 2.2597224185979936 }, "val": { "loss": 0.8058541417121887, "perplexity": 2.2386077707294674 }, "lr": 0.0009673149500674307, "arch": "gpt" }, { "epoch": 33, "train": { "loss": 0.8148066501685228, "perplexity": 2.2587389033401433 }, "val": { "loss": 0.8055626153945923, "perplexity": 2.237955252767225 }, "lr": 0.0009643127422256086, "arch": "gpt" }, { "epoch": 34, "train": { "loss": 0.8144921804955305, "perplexity": 2.258028710128801 }, "val": { "loss": 0.8053950667381287, "perplexity": 2.2375803177822013 }, "lr": 0.0009611837326112036, "arch": "gpt" }, { "epoch": 35, "train": { "loss": 0.8141757311968283, "perplexity": 2.2573142715747827 }, "val": { "loss": 0.8051817417144775, "perplexity": 2.2371030368177856 }, "lr": 0.000957928776664201, "arch": "gpt" }, { "epoch": 36, "train": { "loss": 0.8139219910515159, "perplexity": 2.256741572984882 }, "val": { "loss": 0.8050212860107422, "perplexity": 2.2367441096724088 }, "lr": 0.0009545487642570565, "arch": "gpt" }, { "epoch": 37, "train": { "loss": 0.8136756452415443, "perplexity": 2.256185702625167 }, "val": { "loss": 0.8048375248908997, "perplexity": 2.2363331208330552 }, "lr": 0.0009510446194514129, "arch": "gpt" }, { "epoch": 38, "train": { "loss": 0.813435899529902, "perplexity": 2.2556448566136402 }, "val": { "loss": 0.804743230342865, "perplexity": 2.236122256753994 }, "lr": 0.0009474173002454712, "arch": "gpt" }, { "epoch": 39, "train": { "loss": 0.8132865785094056, "perplexity": 2.2553080665673155 }, "val": { "loss": 0.8046372532844543, "perplexity": 2.2358852916516305 }, "lr": 0.0009436677983120839, "arch": "gpt" }, { "epoch": 40, "train": { "loss": 0.8128838619358973, "perplexity": 2.254399999489646 }, "val": { "loss": 0.8044986128807068, "perplexity": 2.235575329099226 }, "lr": 0.0009397971387276411, "arch": "gpt" }, { "epoch": 41, "train": { "loss": 0.8127250158655586, "perplexity": 2.2540419253488433 }, "val": { "loss": 0.8043622970581055, "perplexity": 2.2352706055790432 }, "lr": 0.0009358063796918247, "arch": "gpt" }, { "epoch": 42, "train": { "loss": 0.8126382891736326, "perplexity": 2.2538464482258598 }, "val": { "loss": 0.8042055368423462, "perplexity": 2.234920231539705 }, "lr": 0.0009316966122383079, "arch": "gpt" }, { "epoch": 43, "train": { "loss": 0.8126126825931267, "perplexity": 2.253788735664249 }, "val": { "loss": 0.8041781783103943, "perplexity": 2.2348590882395394 }, "lr": 0.0009274689599364765, "arch": "gpt" }, { "epoch": 44, "train": { "loss": 0.8123303137677992, "perplexity": 2.2531524258276816 }, "val": { "loss": 0.8041211366653442, "perplexity": 2.2347316118364575 }, "lr": 0.000923124578584257, "arch": "gpt" }, { "epoch": 45, "train": { "loss": 0.8121484807128924, "perplexity": 2.2527427654849475 }, "val": { "loss": 0.8040496110916138, "perplexity": 2.2345717770919915 }, "lr": 0.0009186646558921328, "arch": "gpt" }, { "epoch": 46, "train": { "loss": 0.8119376017750464, "perplexity": 2.2522677595694534 }, "val": { "loss": 0.8039098978042603, "perplexity": 2.234259599531371 }, "lr": 0.0009140904111584359, "arch": "gpt" }, { "epoch": 47, "train": { "loss": 0.8118284230412424, "perplexity": 2.252021873250299 }, "val": { "loss": 0.8039650917053223, "perplexity": 2.234382920437904 }, "lr": 0.0009094030949360027, "arch": "gpt" }, { "epoch": 48, "train": { "loss": 0.8117806285314578, "perplexity": 2.2519142415409656 }, "val": { "loss": 0.8037469387054443, "perplexity": 2.233895536265027 }, "lr": 0.0009046039886902861, "arch": "gpt" }, { "epoch": 49, "train": { "loss": 0.8117138616641943, "perplexity": 2.2517638933009083 }, "val": { "loss": 0.803742527961731, "perplexity": 2.233885683146064 }, "lr": 0.0008996944044490148, "arch": "gpt" }, { "epoch": 50, "train": { "loss": 0.8115666621201155, "perplexity": 2.251432459076523 }, "val": { "loss": 0.8036285638809204, "perplexity": 2.2336311149236407 }, "lr": 0.0008946756844434986, "arch": "gpt" }, { "epoch": 51, "train": { "loss": 0.8115101196454828, "perplexity": 2.251305161112723 }, "val": { "loss": 0.8036613464355469, "perplexity": 2.2337043402579315 }, "lr": 0.0008895492007416751, "arch": "gpt" }, { "epoch": 52, "train": { "loss": 0.8113351360902303, "perplexity": 2.250911254196295 }, "val": { "loss": 0.8035207986831665, "perplexity": 2.2333904201943224 }, "lr": 0.0008843163548730011, "arch": "gpt" }, { "epoch": 53, "train": { "loss": 0.8112907825493225, "perplexity": 2.2508114205259067 }, "val": { "loss": 0.8035185933113098, "perplexity": 2.2333854947433758 }, "lr": 0.0008789785774452872, "arch": "gpt" }, { "epoch": 54, "train": { "loss": 0.8110527627326567, "perplexity": 2.250275746557283 }, "val": { "loss": 0.8034634590148926, "perplexity": 2.2332623619999445 }, "lr": 0.0008735373277535849, "arch": "gpt" }, { "epoch": 55, "train": { "loss": 0.8109515475111053, "perplexity": 2.250047995925153 }, "val": { "loss": 0.8034231066703796, "perplexity": 2.2331722464459243 }, "lr": 0.0008679940933812293, "arch": "gpt" }, { "epoch": 56, "train": { "loss": 0.8108036949739242, "perplexity": 2.249715345212408 }, "val": { "loss": 0.8033472895622253, "perplexity": 2.2330029402024243 }, "lr": 0.0008623503897931489, "arch": "gpt" }, { "epoch": 57, "train": { "loss": 0.8107136042648171, "perplexity": 2.2495126758911175 }, "val": { "loss": 0.8033013939857483, "perplexity": 2.2329004575969758 }, "lr": 0.0008566077599215528, "arch": "gpt" }, { "epoch": 58, "train": { "loss": 0.8105871581443955, "perplexity": 2.249228251722957 }, "val": { "loss": 0.803211510181427, "perplexity": 2.2326997650288174 }, "lr": 0.0008507677737441078, "arch": "gpt" }, { "epoch": 59, "train": { "loss": 0.8105995774715261, "perplexity": 2.2492561857978672 }, "val": { "loss": 0.8031935095787048, "perplexity": 2.2326595754490683 }, "lr": 0.0008448320278547235, "arch": "gpt" }, { "epoch": 60, "train": { "loss": 0.8105211347998852, "perplexity": 2.2490797550533883 }, "val": { "loss": 0.80317622423172, "perplexity": 2.2326209834871467 }, "lr": 0.0008388021450270577, "arch": "gpt" }, { "epoch": 61, "train": { "loss": 0.8102843529846181, "perplexity": 2.248547276909365 }, "val": { "loss": 0.803029477596283, "perplexity": 2.23229337790771 }, "lr": 0.0008326797737708672, "arch": "gpt" }, { "epoch": 62, "train": { "loss": 0.8103724970317774, "perplexity": 2.248745481701739 }, "val": { "loss": 0.8031489849090576, "perplexity": 2.232560169232068 }, "lr": 0.0008264665878813221, "arch": "gpt" }, { "epoch": 63, "train": { "loss": 0.8102657240329459, "perplexity": 2.248505389220974 }, "val": { "loss": 0.8030773997306824, "perplexity": 2.232400356734291 }, "lr": 0.0008201642859814064, "arch": "gpt" }, { "epoch": 64, "train": { "loss": 0.8103304772178146, "perplexity": 2.2486509918201856 }, "val": { "loss": 0.8030099272727966, "perplexity": 2.232249736276661 }, "lr": 0.0008137745910575316, "arch": "gpt" }, { "epoch": 65, "train": { "loss": 0.8102010076283639, "perplexity": 2.2483598787450085 }, "val": { "loss": 0.8030253052711487, "perplexity": 2.2322840640733723 }, "lr": 0.0008072992499884889, "arch": "gpt" }, { "epoch": 66, "train": { "loss": 0.8101360378082403, "perplexity": 2.248213807953261 }, "val": { "loss": 0.802933394908905, "perplexity": 2.23207890346475 }, "lr": 0.0008007400330678708, "arch": "gpt" }, { "epoch": 67, "train": { "loss": 0.8100210821514295, "perplexity": 2.247955377912599 }, "val": { "loss": 0.8029122948646545, "perplexity": 2.2320318069979868 }, "lr": 0.0007940987335200903, "arch": "gpt" }, { "epoch": 68, "train": { "loss": 0.8100979834459308, "perplexity": 2.2481282552383015 }, "val": { "loss": 0.8029394149780273, "perplexity": 2.232092340774482 }, "lr": 0.0007873771670101301, "arch": "gpt" }, { "epoch": 69, "train": { "loss": 0.8098414382645962, "perplexity": 2.2475515827418358 }, "val": { "loss": 0.802850604057312, "perplexity": 2.2318941154009955 }, "lr": 0.0007805771711471604, "arch": "gpt" }, { "epoch": 70, "train": { "loss": 0.8098511587778846, "perplexity": 2.2475734302030466 }, "val": { "loss": 0.8028742074966431, "perplexity": 2.2319467964000657 }, "lr": 0.0007737006049821523, "arch": "gpt" }, { "epoch": 71, "train": { "loss": 0.8097702338195906, "perplexity": 2.2473915527762554 }, "val": { "loss": 0.8027545213699341, "perplexity": 2.231679679318407 }, "lr": 0.0007667493484996327, "arch": "gpt" }, { "epoch": 72, "train": { "loss": 0.8097735145749757, "perplexity": 2.2473989259302893 }, "val": { "loss": 0.8027836084365845, "perplexity": 2.2317445932780555 }, "lr": 0.0007597253021037169, "arch": "gpt" }, { "epoch": 73, "train": { "loss": 0.8097374768265608, "perplexity": 2.2473179361925615 }, "val": { "loss": 0.8027486205101013, "perplexity": 2.2316665105282816 }, "lr": 0.0007526303860985543, "arch": "gpt" }, { "epoch": 74, "train": { "loss": 0.809652627731033, "perplexity": 2.247127261387719 }, "val": { "loss": 0.8027302026748657, "perplexity": 2.2316254084406966 }, "lr": 0.0007454665401633386, "arch": "gpt" }, { "epoch": 75, "train": { "loss": 0.8096561721284166, "perplexity": 2.2471352261138198 }, "val": { "loss": 0.8027200698852539, "perplexity": 2.2316027959645046 }, "lr": 0.0007382357228220182, "arch": "gpt" }, { "epoch": 76, "train": { "loss": 0.809599289206579, "perplexity": 2.2470074061318157 }, "val": { "loss": 0.8026978969573975, "perplexity": 2.2315533153452725 }, "lr": 0.0007309399109078546, "arch": "gpt" }, { "epoch": 77, "train": { "loss": 0.809489493861488, "perplexity": 2.246760708721599 }, "val": { "loss": 0.8027328848838806, "perplexity": 2.2316313941345127 }, "lr": 0.0007235810990229769, "arch": "gpt" }, { "epoch": 78, "train": { "loss": 0.809516349043277, "perplexity": 2.2468210466990577 }, "val": { "loss": 0.8026244640350342, "perplexity": 2.2313894518804775 }, "lr": 0.0007161612989930771, "arch": "gpt" }, { "epoch": 79, "train": { "loss": 0.8095382375233776, "perplexity": 2.2468702267350644 }, "val": { "loss": 0.8025916814804077, "perplexity": 2.231316302432898 }, "lr": 0.0007086825393173976, "arch": "gpt" }, { "epoch": 80, "train": { "loss": 0.8094737478617208, "perplexity": 2.2467253315065276 }, "val": { "loss": 0.8026180267333984, "perplexity": 2.231375087799742 }, "lr": 0.0007011468646141583, "arch": "gpt" }, { "epoch": 81, "train": { "loss": 0.8093573724058455, "perplexity": 2.2464638830352346 }, "val": { "loss": 0.8025628924369812, "perplexity": 2.231252065895627 }, "lr": 0.0006935563350615798, "arch": "gpt" }, { "epoch": 82, "train": { "loss": 0.8093382138187156, "perplexity": 2.2464208443734788 }, "val": { "loss": 0.8025781512260437, "perplexity": 2.2312861123599994 }, "lr": 0.0006859130258346512, "arch": "gpt" }, { "epoch": 83, "train": { "loss": 0.8093449882425597, "perplexity": 2.2464360626319584 }, "val": { "loss": 0.8025786280632019, "perplexity": 2.231287176320382 }, "lr": 0.000678219026537797, "arch": "gpt" }, { "epoch": 84, "train": { "loss": 0.8093046105054958, "perplexity": 2.2463453584585173 }, "val": { "loss": 0.8025559186935425, "perplexity": 2.231236505770429 }, "lr": 0.0006704764406336006, "arch": "gpt" }, { "epoch": 85, "train": { "loss": 0.8092642311617678, "perplexity": 2.246254654338455 }, "val": { "loss": 0.8025177121162415, "perplexity": 2.231151259488889 }, "lr": 0.0006626873848677395, "arch": "gpt" }, { "epoch": 86, "train": { "loss": 0.8092719457379786, "perplexity": 2.2462719833080174 }, "val": { "loss": 0.8025786280632019, "perplexity": 2.231287176320382 }, "lr": 0.0006548539886902863, "arch": "gpt" }, { "epoch": 87, "train": { "loss": 0.809192751494911, "perplexity": 2.246094098542393 }, "val": { "loss": 0.8024938106536865, "perplexity": 2.231097932347907 }, "lr": 0.0006469783936735403, "arch": "gpt" }, { "epoch": 88, "train": { "loss": 0.8091497241196122, "perplexity": 2.2459974570877876 }, "val": { "loss": 0.8024959564208984, "perplexity": 2.231102719769833 }, "lr": 0.0006390627529265416, "arch": "gpt" }, { "epoch": 89, "train": { "loss": 0.8091783713131886, "perplexity": 2.246061799533324 }, "val": { "loss": 0.8024832010269165, "perplexity": 2.2310742613571275 }, "lr": 0.0006311092305064331, "arch": "gpt" }, { "epoch": 90, "train": { "loss": 0.8091300677066268, "perplexity": 2.2459533092681023 }, "val": { "loss": 0.8025012612342834, "perplexity": 2.231114555384797 }, "lr": 0.0006231200008268293, "arch": "gpt" }, { "epoch": 91, "train": { "loss": 0.8091403830332119, "perplexity": 2.2459764771294743 }, "val": { "loss": 0.8024762272834778, "perplexity": 2.231058702471888 }, "lr": 0.0006150972480633525, "arch": "gpt" }, { "epoch": 92, "train": { "loss": 0.8090864295423014, "perplexity": 2.2458553021269667 }, "val": { "loss": 0.8024854063987732, "perplexity": 2.2310791817109394 }, "lr": 0.0006070431655565018, "arch": "gpt" }, { "epoch": 93, "train": { "loss": 0.8090512959782612, "perplexity": 2.2457763986119734 }, "val": { "loss": 0.8024528622627258, "perplexity": 2.2310065743479957 }, "lr": 0.0005989599552120144, "arch": "gpt" }, { "epoch": 94, "train": { "loss": 0.8090765286754839, "perplexity": 2.245833066322806 }, "val": { "loss": 0.80246502161026, "perplexity": 2.231033702097212 }, "lr": 0.0005908498268988889, "arch": "gpt" }, { "epoch": 95, "train": { "loss": 0.8090086200239937, "perplexity": 2.245680560006108 }, "val": { "loss": 0.8024740219116211, "perplexity": 2.2310537821632406 }, "lr": 0.0005827149978452267, "arch": "gpt" }, { "epoch": 96, "train": { "loss": 0.8090123863371912, "perplexity": 2.245689017958366 }, "val": { "loss": 0.8024145364761353, "perplexity": 2.2309210709046488 }, "lr": 0.0005745576920320652, "arch": "gpt" }, { "epoch": 97, "train": { "loss": 0.808926389576855, "perplexity": 2.2454959042817935 }, "val": { "loss": 0.8023858666419983, "perplexity": 2.230857111684428 }, "lr": 0.0005663801395853636, "arch": "gpt" }, { "epoch": 98, "train": { "loss": 0.808908028262872, "perplexity": 2.2454546744049657 }, "val": { "loss": 0.8024325966835022, "perplexity": 2.230961362165642 }, "lr": 0.0005581845761663084, "arch": "gpt" }, { "epoch": 99, "train": { "loss": 0.8088867997005769, "perplexity": 2.245407007136485 }, "val": { "loss": 0.8023527264595032, "perplexity": 2.2307831818976562 }, "lr": 0.0005499732423601062, "arch": "gpt" }, { "epoch": 100, "train": { "loss": 0.8088614903057848, "perplexity": 2.2453501779632314 }, "val": { "loss": 0.8024850487709045, "perplexity": 2.2310783838149897 }, "lr": 0.0005417483830634301, "arch": "gpt" }, { "epoch": 101, "train": { "loss": 0.8087974976347033, "perplexity": 2.245206496605156 }, "val": { "loss": 0.8023614287376404, "perplexity": 2.2308025948778374 }, "lr": 0.000533512246870687, "arch": "gpt" }, { "epoch": 102, "train": { "loss": 0.8087899009451767, "perplexity": 2.245189440533263 }, "val": { "loss": 0.8023867607116699, "perplexity": 2.2308591062270047 }, "lr": 0.0005252670854592748, "arch": "gpt" }, { "epoch": 103, "train": { "loss": 0.8088725563963904, "perplexity": 2.2453750253492237 }, "val": { "loss": 0.8023290038108826, "perplexity": 2.230730262439781 }, "lr": 0.0005170151529739957, "arch": "gpt" }, { "epoch": 104, "train": { "loss": 0.8087878679094804, "perplexity": 2.2451848759876256 }, "val": { "loss": 0.8023234605789185, "perplexity": 2.2307178970187587 }, "lr": 0.0005087587054107962, "arch": "gpt" }, { "epoch": 105, "train": { "loss": 0.8087958977228563, "perplexity": 2.245202904475557 }, "val": { "loss": 0.8023259043693542, "perplexity": 2.2307233484324818 }, "lr": 0.0005005000000000002, "arch": "gpt" }, { "epoch": 106, "train": { "loss": 0.8087895625856147, "perplexity": 2.2451886808520762 }, "val": { "loss": 0.8023401498794556, "perplexity": 2.2307551264508216 }, "lr": 0.0004922412945892041, "arch": "gpt" }, { "epoch": 107, "train": { "loss": 0.8087308340269009, "perplexity": 2.24505682802861 }, "val": { "loss": 0.8023269772529602, "perplexity": 2.2307257417402755 }, "lr": 0.00048398484702600475, "arch": "gpt" }, { "epoch": 108, "train": { "loss": 0.8088317701976407, "perplexity": 2.245283446904753 }, "val": { "loss": 0.8023068904876709, "perplexity": 2.230680934125898 }, "lr": 0.0004757329145407256, "arch": "gpt" }, { "epoch": 109, "train": { "loss": 0.8086582808433097, "perplexity": 2.2448939479172 }, "val": { "loss": 0.8022796511650085, "perplexity": 2.2306201727157298 }, "lr": 0.0004674877531293132, "arch": "gpt" }, { "epoch": 110, "train": { "loss": 0.8088076814992221, "perplexity": 2.2452293616003614 }, "val": { "loss": 0.8023156523704529, "perplexity": 2.230700479176392 }, "lr": 0.0004592516169365702, "arch": "gpt" }, { "epoch": 111, "train": { "loss": 0.8087356235871879, "perplexity": 2.2450675808893865 }, "val": { "loss": 0.8022782206535339, "perplexity": 2.2306169817902597 }, "lr": 0.000451026757639894, "arch": "gpt" }, { "epoch": 112, "train": { "loss": 0.808592369019978, "perplexity": 2.244745987740123 }, "val": { "loss": 0.802333414554596, "perplexity": 2.230740101640961 }, "lr": 0.000442815423833692, "arch": "gpt" }, { "epoch": 113, "train": { "loss": 0.808662661439319, "perplexity": 2.244903781912209 }, "val": { "loss": 0.8022528290748596, "perplexity": 2.2305603436227437 }, "lr": 0.00043461986041463675, "arch": "gpt" }, { "epoch": 114, "train": { "loss": 0.8085967379031964, "perplexity": 2.2447557947946213 }, "val": { "loss": 0.8023180961608887, "perplexity": 2.230705930547549 }, "lr": 0.000426442307967935, "arch": "gpt" }, { "epoch": 115, "train": { "loss": 0.8086807916255633, "perplexity": 2.244944482804832 }, "val": { "loss": 0.8022491931915283, "perplexity": 2.2305522335803145 }, "lr": 0.00041828500215477355, "arch": "gpt" }, { "epoch": 116, "train": { "loss": 0.8085766825936366, "perplexity": 2.244710775973705 }, "val": { "loss": 0.8022660613059998, "perplexity": 2.23058985910806 }, "lr": 0.00041015017310111127, "arch": "gpt" }, { "epoch": 117, "train": { "loss": 0.8085391104681738, "perplexity": 2.2446264390031723 }, "val": { "loss": 0.8022275567054749, "perplexity": 2.2305039727901197 }, "lr": 0.00040204004478798576, "arch": "gpt" }, { "epoch": 118, "train": { "loss": 0.8085318323271719, "perplexity": 2.2446101023549025 }, "val": { "loss": 0.8022811412811279, "perplexity": 2.230623496601282 }, "lr": 0.0003939568344434986, "arch": "gpt" }, { "epoch": 119, "train": { "loss": 0.8085340345236947, "perplexity": 2.2446150454329077 }, "val": { "loss": 0.8022227883338928, "perplexity": 2.23049333694372 }, "lr": 0.0003859027519366478, "arch": "gpt" }, { "epoch": 120, "train": { "loss": 0.8086095411430615, "perplexity": 2.244784535125485 }, "val": { "loss": 0.8022703528404236, "perplexity": 2.2305994317817666 }, "lr": 0.0003778799991731709, "arch": "gpt" }, { "epoch": 121, "train": { "loss": 0.8084662040770347, "perplexity": 2.2444627973553826 }, "val": { "loss": 0.8022210001945496, "perplexity": 2.2304893485143955 }, "lr": 0.00036989076949356706, "arch": "gpt" }, { "epoch": 122, "train": { "loss": 0.8085265593968051, "perplexity": 2.2445982667133366 }, "val": { "loss": 0.802263081073761, "perplexity": 2.230583211442156 }, "lr": 0.00036193724707345875, "arch": "gpt" }, { "epoch": 123, "train": { "loss": 0.8085535586667788, "perplexity": 2.2446588700460413 }, "val": { "loss": 0.8022291660308838, "perplexity": 2.2305075623997266 }, "lr": 0.0003540216063264599, "arch": "gpt" }, { "epoch": 124, "train": { "loss": 0.8085075486822221, "perplexity": 2.244555595701939 }, "val": { "loss": 0.8022399544715881, "perplexity": 2.2305316262281094 }, "lr": 0.00034614601130971394, "arch": "gpt" }, { "epoch": 125, "train": { "loss": 0.8084807573982926, "perplexity": 2.2444954619812125 }, "val": { "loss": 0.802204966545105, "perplexity": 2.230453585916795 }, "lr": 0.0003383126151322607, "arch": "gpt" }, { "epoch": 126, "train": { "loss": 0.8084656420319525, "perplexity": 2.2444615358664595 }, "val": { "loss": 0.802230954170227, "perplexity": 2.2305115508616202 }, "lr": 0.00033052355936639933, "arch": "gpt" }, { "epoch": 127, "train": { "loss": 0.80850193586239, "perplexity": 2.2445429974511333 }, "val": { "loss": 0.8022122383117676, "perplexity": 2.230469805313795 }, "lr": 0.00032278097346220315, "arch": "gpt" }, { "epoch": 128, "train": { "loss": 0.8084390798886372, "perplexity": 2.244401918949258 }, "val": { "loss": 0.8022587299346924, "perplexity": 2.230573505885514 }, "lr": 0.0003150869741653488, "arch": "gpt" }, { "epoch": 129, "train": { "loss": 0.8084462668758653, "perplexity": 2.2444180494951493 }, "val": { "loss": 0.8021962642669678, "perplexity": 2.2304341759737736 }, "lr": 0.00030744366493842015, "arch": "gpt" }, { "epoch": 130, "train": { "loss": 0.8084218096676076, "perplexity": 2.244363157966745 }, "val": { "loss": 0.8022134304046631, "perplexity": 2.2304724642425886 }, "lr": 0.0002998531353858419, "arch": "gpt" }, { "epoch": 131, "train": { "loss": 0.8084857633384218, "perplexity": 2.2445066978192383 }, "val": { "loss": 0.8021994233131409, "perplexity": 2.2304412220294507 }, "lr": 0.0002923174606826026, "arch": "gpt" }, { "epoch": 132, "train": { "loss": 0.8084759853204819, "perplexity": 2.2444847510997787 }, "val": { "loss": 0.8021873831748962, "perplexity": 2.230414367370458 }, "lr": 0.0002848387010069229, "arch": "gpt" }, { "epoch": 133, "train": { "loss": 0.8084578182089198, "perplexity": 2.2444439756652934 }, "val": { "loss": 0.8021951913833618, "perplexity": 2.2304317829787954 }, "lr": 0.0002774189009770232, "arch": "gpt" }, { "epoch": 134, "train": { "loss": 0.8084117321683272, "perplexity": 2.2443405405125993 }, "val": { "loss": 0.8022116422653198, "perplexity": 2.230468475850587 }, "lr": 0.0002700600890921456, "arch": "gpt" }, { "epoch": 135, "train": { "loss": 0.8084400849612003, "perplexity": 2.244404174737181 }, "val": { "loss": 0.802168071269989, "perplexity": 2.2303712942362055 }, "lr": 0.0002627642771779818, "arch": "gpt" }, { "epoch": 136, "train": { "loss": 0.8084160840990208, "perplexity": 2.2443503077483378 }, "val": { "loss": 0.8021857142448425, "perplexity": 2.2304106449679946 }, "lr": 0.0002555334598366612, "arch": "gpt" }, { "epoch": 137, "train": { "loss": 0.8084425326610457, "perplexity": 2.244409668371656 }, "val": { "loss": 0.8021780252456665, "perplexity": 2.2303934954083147 }, "lr": 0.00024836961390144554, "arch": "gpt" }, { "epoch": 138, "train": { "loss": 0.8083740949947045, "perplexity": 2.2442560714676056 }, "val": { "loss": 0.8021851778030396, "perplexity": 2.2304094484828076 }, "lr": 0.00024127469789628298, "arch": "gpt" }, { "epoch": 139, "train": { "loss": 0.8084196086758472, "perplexity": 2.244358218147363 }, "val": { "loss": 0.8021490573883057, "perplexity": 2.2303288866234747 }, "lr": 0.00023425065150036722, "arch": "gpt" }, { "epoch": 140, "train": { "loss": 0.8083070488756783, "perplexity": 2.24410560785197 }, "val": { "loss": 0.8021581172943115, "perplexity": 2.230349093285085 }, "lr": 0.00022729939501784787, "arch": "gpt" }, { "epoch": 141, "train": { "loss": 0.8084285141803298, "perplexity": 2.2443782053785335 }, "val": { "loss": 0.8021682500839233, "perplexity": 2.230371693057707 }, "lr": 0.00022042282885283937, "arch": "gpt" }, { "epoch": 142, "train": { "loss": 0.8082969212860907, "perplexity": 2.2440828805864688 }, "val": { "loss": 0.8021525144577026, "perplexity": 2.2303365970385416 }, "lr": 0.00021362283298986966, "arch": "gpt" }, { "epoch": 143, "train": { "loss": 0.8083342694930912, "perplexity": 2.2441666946235617 }, "val": { "loss": 0.8021674752235413, "perplexity": 2.2303699648317146 }, "lr": 0.0002069012664799097, "arch": "gpt" }, { "epoch": 144, "train": { "loss": 0.8082921812009077, "perplexity": 2.244072243467668 }, "val": { "loss": 0.8021496534347534, "perplexity": 2.2303302160034812 }, "lr": 0.00020025996693212895, "arch": "gpt" }, { "epoch": 145, "train": { "loss": 0.8083570043282888, "perplexity": 2.2442177159634986 }, "val": { "loss": 0.8021498918533325, "perplexity": 2.2303307477557057 }, "lr": 0.0001937007500115109, "arch": "gpt" }, { "epoch": 146, "train": { "loss": 0.8083096122815081, "perplexity": 2.2441113604127407 }, "val": { "loss": 0.802139937877655, "perplexity": 2.230308547208182 }, "lr": 0.00018722540894246822, "arch": "gpt" }, { "epoch": 147, "train": { "loss": 0.8083147900802498, "perplexity": 2.244122979999801 }, "val": { "loss": 0.802148163318634, "perplexity": 2.230326892554951 }, "lr": 0.00018083571401859331, "arch": "gpt" }, { "epoch": 148, "train": { "loss": 0.8083977717900555, "perplexity": 2.2443092088883847 }, "val": { "loss": 0.8021215200424194, "perplexity": 2.2302674701311114 }, "lr": 0.00017453341211867772, "arch": "gpt" }, { "epoch": 149, "train": { "loss": 0.808302442408389, "perplexity": 2.244095270476703 }, "val": { "loss": 0.8021250367164612, "perplexity": 2.2302753132686206 }, "lr": 0.0001683202262291329, "arch": "gpt" }, { "epoch": 150, "train": { "loss": 0.808359326649573, "perplexity": 2.244222927764118 }, "val": { "loss": 0.8021387457847595, "perplexity": 2.2303058884747924 }, "lr": 0.00016219785497294242, "arch": "gpt" }, { "epoch": 151, "train": { "loss": 0.8083422103664127, "perplexity": 2.2441845153377518 }, "val": { "loss": 0.8021189570426941, "perplexity": 2.230261753963523 }, "lr": 0.00015616797214527636, "arch": "gpt" }, { "epoch": 152, "train": { "loss": 0.8082790093227253, "perplexity": 2.244042685016115 }, "val": { "loss": 0.8021393418312073, "perplexity": 2.2303072178410908 }, "lr": 0.00015023222625589193, "arch": "gpt" }, { "epoch": 153, "train": { "loss": 0.808272616605615, "perplexity": 2.244028339531899 }, "val": { "loss": 0.8021258115768433, "perplexity": 2.2302770414212714 }, "lr": 0.0001443922400784472, "arch": "gpt" }, { "epoch": 154, "train": { "loss": 0.8083478131017314, "perplexity": 2.244197088944821 }, "val": { "loss": 0.802125096321106, "perplexity": 2.2302754462033922 }, "lr": 0.00013864961020685105, "arch": "gpt" }, { "epoch": 155, "train": { "loss": 0.8083493834656396, "perplexity": 2.244200613153699 }, "val": { "loss": 0.8021345734596252, "perplexity": 2.23029658293289 }, "lr": 0.00013300590661877076, "arch": "gpt" }, { "epoch": 156, "train": { "loss": 0.8082708740888294, "perplexity": 2.244024429278257 }, "val": { "loss": 0.8021258115768433, "perplexity": 2.2302770414212714 }, "lr": 0.00012746267224641528, "arch": "gpt" }, { "epoch": 157, "train": { "loss": 0.8082622524432296, "perplexity": 2.2440050821783126 }, "val": { "loss": 0.8021308779716492, "perplexity": 2.230288340913914 }, "lr": 0.0001220214225547128, "arch": "gpt" }, { "epoch": 158, "train": { "loss": 0.8083366850843524, "perplexity": 2.2441721156195653 }, "val": { "loss": 0.8021202087402344, "perplexity": 2.230264545578422 }, "lr": 0.00011668364512699887, "arch": "gpt" }, { "epoch": 159, "train": { "loss": 0.8082046340094892, "perplexity": 2.243875789845019 }, "val": { "loss": 0.8021259307861328, "perplexity": 2.2302773072910287 }, "lr": 0.0001114507992583249, "arch": "gpt" }, { "epoch": 160, "train": { "loss": 0.8082398647989726, "perplexity": 2.2439548447531728 }, "val": { "loss": 0.8021300435066223, "perplexity": 2.23028647981707 }, "lr": 0.00010632431555650147, "arch": "gpt" }, { "epoch": 161, "train": { "loss": 0.8082660552560856, "perplexity": 2.244013615725914 }, "val": { "loss": 0.8021103143692017, "perplexity": 2.230242478622676 }, "lr": 0.00010130559555098512, "arch": "gpt" }, { "epoch": 162, "train": { "loss": 0.8083158448871891, "perplexity": 2.2441253471175413 }, "val": { "loss": 0.8021246194839478, "perplexity": 2.23027438272544 }, "lr": 9.639601130971382e-05, "arch": "gpt" }, { "epoch": 163, "train": { "loss": 0.8081763943831396, "perplexity": 2.2438124245258493 }, "val": { "loss": 0.8021233081817627, "perplexity": 2.230271458163686 }, "lr": 9.159690506399719e-05, "arch": "gpt" }, { "epoch": 164, "train": { "loss": 0.8082804089175131, "perplexity": 2.244045825768758 }, "val": { "loss": 0.8021215200424194, "perplexity": 2.2302674701311114 }, "lr": 8.6909588841564e-05, "arch": "gpt" }, { "epoch": 165, "train": { "loss": 0.808297512130027, "perplexity": 2.244084206489623 }, "val": { "loss": 0.8021157383918762, "perplexity": 2.2302545755412573 }, "lr": 8.2335344107867e-05, "arch": "gpt" }, { "epoch": 166, "train": { "loss": 0.8082594919957639, "perplexity": 2.2439988877287202 }, "val": { "loss": 0.8021165132522583, "perplexity": 2.230256303677839 }, "lr": 7.787542141574282e-05, "arch": "gpt" }, { "epoch": 167, "train": { "loss": 0.8082326346808758, "perplexity": 2.2439386207532923 }, "val": { "loss": 0.8021106123924255, "perplexity": 2.230243143286829 }, "lr": 7.353104006352338e-05, "arch": "gpt" }, { "epoch": 168, "train": { "loss": 0.8083002692457206, "perplexity": 2.244090393697936 }, "val": { "loss": 0.8021092414855957, "perplexity": 2.2302400858333673 }, "lr": 6.930338776169184e-05, "arch": "gpt" }, { "epoch": 169, "train": { "loss": 0.8082303720969172, "perplexity": 2.2439335436595083 }, "val": { "loss": 0.8021115064620972, "perplexity": 2.230245137280475 }, "lr": 6.519362030817506e-05, "arch": "gpt" }, { "epoch": 170, "train": { "loss": 0.808185450493205, "perplexity": 2.243832744830143 }, "val": { "loss": 0.8021084666252136, "perplexity": 2.230238357709352 }, "lr": 6.120286127235877e-05, "arch": "gpt" }, { "epoch": 171, "train": { "loss": 0.8083239985578853, "perplexity": 2.24414364505122 }, "val": { "loss": 0.802106499671936, "perplexity": 2.2302339709390187 }, "lr": 5.7332201687915906e-05, "arch": "gpt" }, { "epoch": 172, "train": { "loss": 0.8082847551108553, "perplexity": 2.24405557884698 }, "val": { "loss": 0.802111804485321, "perplexity": 2.23024580194542 }, "lr": 5.358269975452865e-05, "arch": "gpt" }, { "epoch": 173, "train": { "loss": 0.8082818258468298, "perplexity": 2.2440490054253295 }, "val": { "loss": 0.8021053671836853, "perplexity": 2.2302314452266803 }, "lr": 4.9955380548587093e-05, "arch": "gpt" }, { "epoch": 174, "train": { "loss": 0.8082316276921171, "perplexity": 2.2439363611334637 }, "val": { "loss": 0.8021071553230286, "perplexity": 2.2302354331948377 }, "lr": 4.645123574294344e-05, "arch": "gpt" }, { "epoch": 175, "train": { "loss": 0.8082396134137819, "perplexity": 2.243954280656227 }, "val": { "loss": 0.8021138906478882, "perplexity": 2.2302504546055806 }, "lr": 4.307122333579889e-05, "arch": "gpt" }, { "epoch": 176, "train": { "loss": 0.8081833097500244, "perplexity": 2.243827941365638 }, "val": { "loss": 0.8021027445793152, "perplexity": 2.2302255962196154 }, "lr": 3.9816267388796325e-05, "arch": "gpt" }, { "epoch": 177, "train": { "loss": 0.8082634470219819, "perplexity": 2.244007762820705 }, "val": { "loss": 0.8021025061607361, "perplexity": 2.230225064492461 }, "lr": 3.6687257774391265e-05, "arch": "gpt" }, { "epoch": 178, "train": { "loss": 0.8082654548081857, "perplexity": 2.2440122683130554 }, "val": { "loss": 0.8020994067192078, "perplexity": 2.230218152050991 }, "lr": 3.3685049932569256e-05, "arch": "gpt" }, { "epoch": 179, "train": { "loss": 0.8081980131916838, "perplexity": 2.2438609336014164 }, "val": { "loss": 0.8021038770675659, "perplexity": 2.2302281219253297 }, "lr": 3.0810464636977505e-05, "arch": "gpt" }, { "epoch": 180, "train": { "loss": 0.8081690824789457, "perplexity": 2.2437960180443532 }, "val": { "loss": 0.8021042346954346, "perplexity": 2.2302289195172023 }, "lr": 2.8064287770533007e-05, "arch": "gpt" }, { "epoch": 181, "train": { "loss": 0.8082744419815227, "perplexity": 2.244032435730905 }, "val": { "loss": 0.8021067976951599, "perplexity": 2.2302346356006355 }, "lr": 2.5447270110570818e-05, "arch": "gpt" }, { "epoch": 182, "train": { "loss": 0.8082242625152491, "perplexity": 2.2439198342061455 }, "val": { "loss": 0.8021081686019897, "perplexity": 2.2302376930466257 }, "lr": 2.2960127123588366e-05, "arch": "gpt" }, { "epoch": 183, "train": { "loss": 0.8082013679122028, "perplexity": 2.2438684611403588 }, "val": { "loss": 0.8021033406257629, "perplexity": 2.230226925538056 }, "lr": 2.0603538769644416e-05, "arch": "gpt" }, { "epoch": 184, "train": { "loss": 0.8082367558467947, "perplexity": 2.2439478684157157 }, "val": { "loss": 0.8020983338356018, "perplexity": 2.230215759287782 }, "lr": 1.83781493164644e-05, "arch": "gpt" }, { "epoch": 185, "train": { "loss": 0.8082266520233674, "perplexity": 2.243925196077212 }, "val": { "loss": 0.8020986914634705, "perplexity": 2.230216556875233 }, "lr": 1.6284567163304486e-05, "arch": "gpt" }, { "epoch": 186, "train": { "loss": 0.808205922753621, "perplexity": 2.243878681628639 }, "val": { "loss": 0.8021013736724854, "perplexity": 2.2302225387902093 }, "lr": 1.4323364674621138e-05, "arch": "gpt" }, { "epoch": 187, "train": { "loss": 0.8082485507040236, "perplexity": 2.243974335616541 }, "val": { "loss": 0.8021014928817749, "perplexity": 2.2302228046534696 }, "lr": 1.249507802359217e-05, "arch": "gpt" }, { "epoch": 188, "train": { "loss": 0.8082722674290935, "perplexity": 2.2440275559700265 }, "val": { "loss": 0.8021023869514465, "perplexity": 2.2302247986289316 }, "lr": 1.080020704553273e-05, "arch": "gpt" }, { "epoch": 189, "train": { "loss": 0.808183101043284, "perplexity": 2.243827473063671 }, "val": { "loss": 0.8021014928817749, "perplexity": 2.2302228046534696 }, "lr": 9.23921510124501e-06, "arch": "gpt" }, { "epoch": 190, "train": { "loss": 0.8082694557905074, "perplexity": 2.2440212465844316 }, "val": { "loss": 0.8021013736724854, "perplexity": 2.2302225387902093 }, "lr": 7.812528950340203e-06, "arch": "gpt" }, { "epoch": 191, "train": { "loss": 0.8082758539844105, "perplexity": 2.2440356043134218 }, "val": { "loss": 0.8021008968353271, "perplexity": 2.230221475337485 }, "lr": 6.52053863456649e-06, "arch": "gpt" }, { "epoch": 192, "train": { "loss": 0.8082494245050935, "perplexity": 2.243976296404573 }, "val": { "loss": 0.8021001815795898, "perplexity": 2.2302198801593502 }, "lr": 5.363597371175892e-06, "arch": "gpt" }, { "epoch": 193, "train": { "loss": 0.8082714595144657, "perplexity": 2.2440257429880712 }, "val": { "loss": 0.802100419998169, "perplexity": 2.230220411885268 }, "lr": 4.342021456357749e-06, "arch": "gpt" }, { "epoch": 194, "train": { "loss": 0.8082137199871453, "perplexity": 2.24389617774293 }, "val": { "loss": 0.8021002411842346, "perplexity": 2.230220013090818 }, "lr": 3.456090178766798e-06, "arch": "gpt" }, { "epoch": 195, "train": { "loss": 0.8082016941456651, "perplexity": 2.2438691931654553 }, "val": { "loss": 0.8021002411842346, "perplexity": 2.230220013090818 }, "lr": 2.7060457431684118e-06, "arch": "gpt" }, { "epoch": 196, "train": { "loss": 0.8082282936837841, "perplexity": 2.2439288798434083 }, "val": { "loss": 0.8021005392074585, "perplexity": 2.230220677748275 }, "lr": 2.09209320422212e-06, "arch": "gpt" }, { "epoch": 197, "train": { "loss": 0.8082703506305339, "perplexity": 2.2440232546253616 }, "val": { "loss": 0.8021001815795898, "perplexity": 2.2302198801593502 }, "lr": 1.6144004104217286e-06, "arch": "gpt" }, { "epoch": 198, "train": { "loss": 0.8082516209659801, "perplexity": 2.2439812252161513 }, "val": { "loss": 0.8021005392074585, "perplexity": 2.230220677748275 }, "lr": 1.2730979582074385e-06, "arch": "gpt" }, { "epoch": 199, "train": { "loss": 0.8082584931615144, "perplexity": 2.2439966463468948 }, "val": { "loss": 0.8020995259284973, "perplexity": 2.2302184179137283 }, "lr": 1.0682791562617323e-06, "arch": "gpt" }, { "epoch": 200, "train": { "loss": 0.8082062396628903, "perplexity": 2.243879392734705 }, "val": { "loss": 0.8021000623703003, "perplexity": 2.2302196142964386 }, "lr": 1e-06, "arch": "gpt" } ]