{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "global_step": 42724, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.1682242990654204e-06, "loss": 10.876, "theoretical_loss": 20.812802717066116, "tokens_seen": 65536 }, { "epoch": 0.0, "learning_rate": 2.336448598130841e-05, "loss": 9.7133, "theoretical_loss": 10.363548859282295, "tokens_seen": 1310720 }, { "epoch": 0.0, "learning_rate": 4.672897196261682e-05, "loss": 8.8628, "theoretical_loss": 8.96027440542832, "tokens_seen": 2621440 }, { "epoch": 0.0, "learning_rate": 7.009345794392523e-05, "loss": 7.9844, "theoretical_loss": 8.257160837770828, "tokens_seen": 3932160 }, { "epoch": 0.0, "learning_rate": 9.345794392523364e-05, "loss": 7.1152, "theoretical_loss": 7.80455017047313, "tokens_seen": 5242880 }, { "epoch": 0.0, "learning_rate": 0.00011682242990654206, "loss": 6.5777, "theoretical_loss": 7.477743633566995, "tokens_seen": 6553600 }, { "epoch": 0.0, "learning_rate": 0.00014018691588785047, "loss": 6.3198, "theoretical_loss": 7.225472152031461, "tokens_seen": 7864320 }, { "epoch": 0.0, "learning_rate": 0.00016355140186915886, "loss": 6.0818, "theoretical_loss": 7.022000360175642, "tokens_seen": 9175040 }, { "epoch": 0.0, "learning_rate": 0.00018691588785046728, "loss": 5.9629, "theoretical_loss": 6.852706072125594, "tokens_seen": 10485760 }, { "epoch": 0.0, "learning_rate": 0.0002102803738317757, "loss": 5.7999, "theoretical_loss": 6.7085424020813775, "tokens_seen": 11796480 }, { "epoch": 0.0, "learning_rate": 0.00023364485981308412, "loss": 5.6915, "theoretical_loss": 6.583551143945378, "tokens_seen": 13107200 }, { "epoch": 0.01, "learning_rate": 0.0002570093457943925, "loss": 5.592, "theoretical_loss": 6.4736158466608344, "tokens_seen": 14417920 }, { "epoch": 0.01, "learning_rate": 0.00028037383177570094, "loss": 5.499, "theoretical_loss": 6.375782617839931, "tokens_seen": 15728640 }, { "epoch": 0.01, "learning_rate": 0.00030373831775700936, "loss": 5.3849, "theoretical_loss": 6.287865514264695, "tokens_seen": 17039360 }, { "epoch": 0.01, "learning_rate": 0.0003271028037383177, "loss": 5.3163, "theoretical_loss": 6.208205077800142, "tokens_seen": 18350080 }, { "epoch": 0.01, "learning_rate": 0.00035046728971962614, "loss": 5.2568, "theoretical_loss": 6.13551414745929, "tokens_seen": 19660800 }, { "epoch": 0.01, "learning_rate": 0.00037383177570093456, "loss": 5.2262, "theoretical_loss": 6.068775822887412, "tokens_seen": 20971520 }, { "epoch": 0.01, "learning_rate": 0.000397196261682243, "loss": 5.1178, "theoretical_loss": 6.007173857995872, "tokens_seen": 22282240 }, { "epoch": 0.01, "learning_rate": 0.0004205607476635514, "loss": 5.0643, "theoretical_loss": 5.950043919222669, "tokens_seen": 23592960 }, { "epoch": 0.01, "learning_rate": 0.0004439252336448598, "loss": 5.0518, "theoretical_loss": 5.89683866811525, "tokens_seen": 24903680 }, { "epoch": 0.01, "learning_rate": 0.00046728971962616824, "loss": 5.0122, "theoretical_loss": 5.847102241784889, "tokens_seen": 26214400 }, { "epoch": 0.01, "learning_rate": 0.0004906542056074767, "loss": 4.8736, "theoretical_loss": 5.80045126829951, "tokens_seen": 27525120 }, { "epoch": 0.01, "learning_rate": 0.0004998581426139588, "loss": 4.9113, "theoretical_loss": 5.756560518460697, "tokens_seen": 28835840 }, { "epoch": 0.01, "learning_rate": 0.0004996217136372233, "loss": 4.8605, "theoretical_loss": 5.715151906614886, "tokens_seen": 30146560 }, { "epoch": 0.01, "learning_rate": 0.000499385284660488, "loss": 4.7564, "theoretical_loss": 5.675985950013518, "tokens_seen": 31457280 }, { "epoch": 0.01, "learning_rate": 0.0004991488556837526, "loss": 4.7565, "theoretical_loss": 5.638855059590318, "tokens_seen": 32768000 }, { "epoch": 0.01, "learning_rate": 0.0004989124267070172, "loss": 4.6969, "theoretical_loss": 5.603578213244772, "tokens_seen": 34078720 }, { "epoch": 0.01, "learning_rate": 0.0004986759977302818, "loss": 4.6145, "theoretical_loss": 5.569996685496657, "tokens_seen": 35389440 }, { "epoch": 0.01, "learning_rate": 0.0004984395687535465, "loss": 4.6134, "theoretical_loss": 5.53797059334095, "tokens_seen": 36700160 }, { "epoch": 0.01, "learning_rate": 0.000498203139776811, "loss": 4.587, "theoretical_loss": 5.507376079224074, "tokens_seen": 38010880 }, { "epoch": 0.01, "learning_rate": 0.0004979667108000757, "loss": 4.5379, "theoretical_loss": 5.478102996075402, "tokens_seen": 39321600 }, { "epoch": 0.01, "learning_rate": 0.0004977302818233403, "loss": 4.5217, "theoretical_loss": 5.450052991438716, "tokens_seen": 40632320 }, { "epoch": 0.01, "learning_rate": 0.0004974938528466049, "loss": 4.4559, "theoretical_loss": 5.4231379114505165, "tokens_seen": 41943040 }, { "epoch": 0.02, "learning_rate": 0.0004972574238698695, "loss": 4.4216, "theoretical_loss": 5.397278463098006, "tokens_seen": 43253760 }, { "epoch": 0.02, "learning_rate": 0.0004970209948931342, "loss": 4.5159, "theoretical_loss": 5.372403086519811, "tokens_seen": 44564480 }, { "epoch": 0.02, "learning_rate": 0.0004967845659163987, "loss": 4.365, "theoretical_loss": 5.348446999254799, "tokens_seen": 45875200 }, { "epoch": 0.02, "learning_rate": 0.0004965481369396634, "loss": 4.3884, "theoretical_loss": 5.3253513821291545, "tokens_seen": 47185920 }, { "epoch": 0.02, "learning_rate": 0.000496311707962928, "loss": 4.3143, "theoretical_loss": 5.303062682496617, "tokens_seen": 48496640 }, { "epoch": 0.02, "learning_rate": 0.0004960752789861926, "loss": 4.3191, "theoretical_loss": 5.281532015245618, "tokens_seen": 49807360 }, { "epoch": 0.02, "learning_rate": 0.0004958388500094572, "loss": 4.2536, "theoretical_loss": 5.260714645678606, "tokens_seen": 51118080 }, { "epoch": 0.02, "learning_rate": 0.0004956024210327218, "loss": 4.264, "theoretical_loss": 5.240569541288942, "tokens_seen": 52428800 }, { "epoch": 0.02, "learning_rate": 0.0004953659920559864, "loss": 4.2381, "theoretical_loss": 5.221058981785759, "tokens_seen": 53739520 }, { "epoch": 0.02, "learning_rate": 0.000495129563079251, "loss": 4.2405, "theoretical_loss": 5.202148218579597, "tokens_seen": 55050240 }, { "epoch": 0.02, "learning_rate": 0.0004948931341025156, "loss": 4.1774, "theoretical_loss": 5.1838051764423945, "tokens_seen": 56360960 }, { "epoch": 0.02, "learning_rate": 0.0004946567051257802, "loss": 4.1062, "theoretical_loss": 5.166000191271213, "tokens_seen": 57671680 }, { "epoch": 0.02, "learning_rate": 0.0004944202761490448, "loss": 4.0461, "theoretical_loss": 5.148705778875405, "tokens_seen": 58982400 }, { "epoch": 0.02, "learning_rate": 0.0004941838471723094, "loss": 4.0506, "theoretical_loss": 5.131896430517482, "tokens_seen": 60293120 }, { "epoch": 0.02, "learning_rate": 0.000493947418195574, "loss": 3.9962, "theoretical_loss": 5.1155484316045445, "tokens_seen": 61603840 }, { "epoch": 0.02, "learning_rate": 0.0004937109892188386, "loss": 3.9316, "theoretical_loss": 5.099639700477905, "tokens_seen": 62914560 }, { "epoch": 0.02, "learning_rate": 0.0004934745602421033, "loss": 3.9085, "theoretical_loss": 5.084149644705477, "tokens_seen": 64225280 }, { "epoch": 0.02, "objective/train/docs_used": 46774, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.699275493621826, "objective/train/theoretical_loss": 5.06905903266221, "objective/train/tokens_used": 85996000, "theoretical_loss": 5.06905903266221, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.0004932381312653678, "loss": 3.8543, "theoretical_loss": 5.06905903266221, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.0004930017022886325, "loss": 3.8104, "theoretical_loss": 5.054349878502332, "tokens_seen": 66846720 }, { "epoch": 0.02, "learning_rate": 0.0004927652733118971, "loss": 3.8484, "theoretical_loss": 5.04000533889449, "tokens_seen": 68157440 }, { "epoch": 0.02, "learning_rate": 0.0004925288443351617, "loss": 3.8394, "theoretical_loss": 5.02600962011627, "tokens_seen": 69468160 }, { "epoch": 0.03, "learning_rate": 0.0004922924153584263, "loss": 3.7804, "theoretical_loss": 5.012347894295022, "tokens_seen": 70778880 }, { "epoch": 0.03, "learning_rate": 0.000492055986381691, "loss": 3.7392, "theoretical_loss": 4.999006223743629, "tokens_seen": 72089600 }, { "epoch": 0.03, "learning_rate": 0.0004918195574049555, "loss": 3.7454, "theoretical_loss": 4.985971492477399, "tokens_seen": 73400320 }, { "epoch": 0.03, "learning_rate": 0.0004915831284282202, "loss": 3.7814, "theoretical_loss": 4.973231344115766, "tokens_seen": 74711040 }, { "epoch": 0.03, "learning_rate": 0.0004913466994514848, "loss": 3.7235, "theoretical_loss": 4.960774125473073, "tokens_seen": 76021760 }, { "epoch": 0.03, "learning_rate": 0.0004911102704747494, "loss": 3.5992, "theoretical_loss": 4.948588835229052, "tokens_seen": 77332480 }, { "epoch": 0.03, "learning_rate": 0.000490873841498014, "loss": 3.7035, "theoretical_loss": 4.9366650771441005, "tokens_seen": 78643200 }, { "epoch": 0.03, "learning_rate": 0.0004906374125212787, "loss": 3.6193, "theoretical_loss": 4.924993017348572, "tokens_seen": 79953920 }, { "epoch": 0.03, "learning_rate": 0.0004904009835445432, "loss": 3.6246, "theoretical_loss": 4.913563345291011, "tokens_seen": 81264640 }, { "epoch": 0.03, "learning_rate": 0.0004901645545678079, "loss": 3.6119, "theoretical_loss": 4.90236723797842, "tokens_seen": 82575360 }, { "epoch": 0.03, "learning_rate": 0.0004899281255910725, "loss": 3.6384, "theoretical_loss": 4.891396327183692, "tokens_seen": 83886080 }, { "epoch": 0.03, "learning_rate": 0.0004896916966143371, "loss": 3.5648, "theoretical_loss": 4.880642669331891, "tokens_seen": 85196800 }, { "epoch": 0.03, "learning_rate": 0.0004894552676376017, "loss": 3.5957, "theoretical_loss": 4.8700987178090696, "tokens_seen": 86507520 }, { "epoch": 0.03, "learning_rate": 0.0004892188386608663, "loss": 3.5492, "theoretical_loss": 4.859757297465288, "tokens_seen": 87818240 }, { "epoch": 0.03, "learning_rate": 0.0004889824096841309, "loss": 3.4901, "theoretical_loss": 4.84961158110812, "tokens_seen": 89128960 }, { "epoch": 0.03, "learning_rate": 0.0004887459807073955, "loss": 3.5444, "theoretical_loss": 4.839655067804491, "tokens_seen": 90439680 }, { "epoch": 0.03, "learning_rate": 0.0004885095517306601, "loss": 3.4675, "theoretical_loss": 4.829881562827778, "tokens_seen": 91750400 }, { "epoch": 0.03, "learning_rate": 0.0004882731227539247, "loss": 3.4676, "theoretical_loss": 4.820285159103877, "tokens_seen": 93061120 }, { "epoch": 0.03, "learning_rate": 0.00048803669377718936, "loss": 3.4724, "theoretical_loss": 4.810860220024846, "tokens_seen": 94371840 }, { "epoch": 0.03, "learning_rate": 0.00048780026480045396, "loss": 3.4715, "theoretical_loss": 4.801601363511853, "tokens_seen": 95682560 }, { "epoch": 0.03, "learning_rate": 0.00048756383582371855, "loss": 3.4911, "theoretical_loss": 4.792503447220913, "tokens_seen": 96993280 }, { "epoch": 0.04, "learning_rate": 0.0004873274068469832, "loss": 3.5129, "theoretical_loss": 4.783561554795222, "tokens_seen": 98304000 }, { "epoch": 0.04, "learning_rate": 0.0004870909778702478, "loss": 3.4716, "theoretical_loss": 4.774770983077213, "tokens_seen": 99614720 }, { "epoch": 0.04, "learning_rate": 0.0004868545488935124, "loss": 3.4971, "theoretical_loss": 4.766127230201681, "tokens_seen": 100925440 }, { "epoch": 0.04, "learning_rate": 0.000486618119916777, "loss": 3.4911, "theoretical_loss": 4.757625984498683, "tokens_seen": 102236160 }, { "epoch": 0.04, "learning_rate": 0.00048638169094004165, "loss": 3.538, "theoretical_loss": 4.7492631141415815, "tokens_seen": 103546880 }, { "epoch": 0.04, "learning_rate": 0.0004861452619633062, "loss": 3.4494, "theoretical_loss": 4.741034657481437, "tokens_seen": 104857600 }, { "epoch": 0.04, "learning_rate": 0.00048590883298657084, "loss": 3.4252, "theoretical_loss": 4.732936814014305, "tokens_seen": 106168320 }, { "epoch": 0.04, "learning_rate": 0.0004856724040098355, "loss": 3.4725, "theoretical_loss": 4.724965935932751, "tokens_seen": 107479040 }, { "epoch": 0.04, "learning_rate": 0.00048543597503310004, "loss": 3.4667, "theoretical_loss": 4.717118520217186, "tokens_seen": 108789760 }, { "epoch": 0.04, "learning_rate": 0.0004851995460563647, "loss": 3.4787, "theoretical_loss": 4.709391201226483, "tokens_seen": 110100480 }, { "epoch": 0.04, "learning_rate": 0.0004849631170796293, "loss": 3.4269, "theoretical_loss": 4.70178074375083, "tokens_seen": 111411200 }, { "epoch": 0.04, "learning_rate": 0.0004847266881028939, "loss": 3.4638, "theoretical_loss": 4.694284036492922, "tokens_seen": 112721920 }, { "epoch": 0.04, "learning_rate": 0.00048449025912615854, "loss": 3.4204, "theoretical_loss": 4.686898085946441, "tokens_seen": 114032640 }, { "epoch": 0.04, "learning_rate": 0.00048425383014942313, "loss": 3.4832, "theoretical_loss": 4.6796200106433545, "tokens_seen": 115343360 }, { "epoch": 0.04, "learning_rate": 0.00048401740117268773, "loss": 3.4661, "theoretical_loss": 4.6724470357438985, "tokens_seen": 116654080 }, { "epoch": 0.04, "learning_rate": 0.00048378097219595233, "loss": 3.4106, "theoretical_loss": 4.665376487945246, "tokens_seen": 117964800 }, { "epoch": 0.04, "learning_rate": 0.000483544543219217, "loss": 3.4116, "theoretical_loss": 4.658405790686763, "tokens_seen": 119275520 }, { "epoch": 0.04, "learning_rate": 0.0004833081142424816, "loss": 3.4164, "theoretical_loss": 4.6515324596315395, "tokens_seen": 120586240 }, { "epoch": 0.04, "learning_rate": 0.0004830716852657462, "loss": 3.3982, "theoretical_loss": 4.6447540984054605, "tokens_seen": 121896960 }, { "epoch": 0.04, "learning_rate": 0.00048283525628901083, "loss": 3.4399, "theoretical_loss": 4.638068394576544, "tokens_seen": 123207680 }, { "epoch": 0.04, "learning_rate": 0.00048259882731227537, "loss": 3.397, "theoretical_loss": 4.631473115858608, "tokens_seen": 124518400 }, { "epoch": 0.04, "learning_rate": 0.00048236239833554, "loss": 3.4011, "theoretical_loss": 4.624966106524518, "tokens_seen": 125829120 }, { "epoch": 0.05, "learning_rate": 0.0004821259693588047, "loss": 3.429, "theoretical_loss": 4.61854528401543, "tokens_seen": 127139840 }, { "epoch": 0.05, "learning_rate": 0.0004818895403820692, "loss": 3.4388, "theoretical_loss": 4.6122086357333725, "tokens_seen": 128450560 }, { "epoch": 0.05, "learning_rate": 0.00048165311140533387, "loss": 3.3778, "theoretical_loss": 4.605954216005544, "tokens_seen": 129761280 }, { "epoch": 0.05, "objective/train/docs_used": 82490, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.494258165359497, "objective/train/theoretical_loss": 4.599780143209469, "objective/train/tokens_used": 151532000, "theoretical_loss": 4.599780143209469, "tokens_seen": 131072000 }, { "epoch": 0.05, "learning_rate": 0.00048141668242859847, "loss": 3.3488, "theoretical_loss": 4.599780143209469, "tokens_seen": 131072000 }, { "epoch": 0.05, "learning_rate": 0.00048118025345186306, "loss": 3.3833, "theoretical_loss": 4.593684597048995, "tokens_seen": 132382720 }, { "epoch": 0.05, "learning_rate": 0.0004809438244751277, "loss": 3.4206, "theoretical_loss": 4.587665815971789, "tokens_seen": 133693440 }, { "epoch": 0.05, "learning_rate": 0.0004807073954983923, "loss": 3.385, "theoretical_loss": 4.581722094719703, "tokens_seen": 135004160 }, { "epoch": 0.05, "learning_rate": 0.0004804709665216569, "loss": 3.3348, "theoretical_loss": 4.575851782003932, "tokens_seen": 136314880 }, { "epoch": 0.05, "learning_rate": 0.0004802345375449215, "loss": 3.374, "theoretical_loss": 4.570053278297481, "tokens_seen": 137625600 }, { "epoch": 0.05, "learning_rate": 0.00047999810856818616, "loss": 3.3027, "theoretical_loss": 4.564325033737986, "tokens_seen": 138936320 }, { "epoch": 0.05, "learning_rate": 0.0004797616795914507, "loss": 3.3032, "theoretical_loss": 4.558665546134362, "tokens_seen": 140247040 }, { "epoch": 0.05, "learning_rate": 0.00047952525061471536, "loss": 3.3335, "theoretical_loss": 4.5530733590712344, "tokens_seen": 141557760 }, { "epoch": 0.05, "learning_rate": 0.00047928882163798, "loss": 3.3355, "theoretical_loss": 4.547547060105504, "tokens_seen": 142868480 }, { "epoch": 0.05, "learning_rate": 0.00047905239266124455, "loss": 3.3308, "theoretical_loss": 4.542085279049763, "tokens_seen": 144179200 }, { "epoch": 0.05, "learning_rate": 0.0004788159636845092, "loss": 3.3303, "theoretical_loss": 4.53668668633763, "tokens_seen": 145489920 }, { "epoch": 0.05, "learning_rate": 0.00047857953470777375, "loss": 3.3178, "theoretical_loss": 4.531349991466399, "tokens_seen": 146800640 }, { "epoch": 0.05, "learning_rate": 0.0004783431057310384, "loss": 3.26, "theoretical_loss": 4.526073941512697, "tokens_seen": 148111360 }, { "epoch": 0.05, "learning_rate": 0.00047810667675430305, "loss": 3.315, "theoretical_loss": 4.520857319717103, "tokens_seen": 149422080 }, { "epoch": 0.05, "learning_rate": 0.0004778702477775676, "loss": 3.266, "theoretical_loss": 4.515698944133961, "tokens_seen": 150732800 }, { "epoch": 0.05, "learning_rate": 0.00047763381880083224, "loss": 3.3234, "theoretical_loss": 4.510597666342842, "tokens_seen": 152043520 }, { "epoch": 0.05, "learning_rate": 0.00047739738982409684, "loss": 3.2683, "theoretical_loss": 4.5055523702183375, "tokens_seen": 153354240 }, { "epoch": 0.06, "learning_rate": 0.00047716096084736144, "loss": 3.2506, "theoretical_loss": 4.500561970755069, "tokens_seen": 154664960 }, { "epoch": 0.06, "learning_rate": 0.0004769245318706261, "loss": 3.2891, "theoretical_loss": 4.495625412944987, "tokens_seen": 155975680 }, { "epoch": 0.06, "learning_rate": 0.0004766881028938907, "loss": 3.2946, "theoretical_loss": 4.490741670704231, "tokens_seen": 157286400 }, { "epoch": 0.06, "learning_rate": 0.0004764516739171553, "loss": 3.2928, "theoretical_loss": 4.485909745846939, "tokens_seen": 158597120 }, { "epoch": 0.06, "learning_rate": 0.0004762152449404199, "loss": 3.268, "theoretical_loss": 4.481128667103624, "tokens_seen": 159907840 }, { "epoch": 0.06, "learning_rate": 0.00047597881596368453, "loss": 3.2522, "theoretical_loss": 4.476397489181794, "tokens_seen": 161218560 }, { "epoch": 0.06, "learning_rate": 0.00047574238698694913, "loss": 3.2549, "theoretical_loss": 4.471715291866703, "tokens_seen": 162529280 }, { "epoch": 0.06, "learning_rate": 0.00047550595801021373, "loss": 3.2548, "theoretical_loss": 4.467081179160184, "tokens_seen": 163840000 }, { "epoch": 0.06, "learning_rate": 0.0004752695290334784, "loss": 3.2945, "theoretical_loss": 4.462494278455688, "tokens_seen": 165150720 }, { "epoch": 0.06, "learning_rate": 0.0004750331000567429, "loss": 3.2251, "theoretical_loss": 4.457953739747708, "tokens_seen": 166461440 }, { "epoch": 0.06, "learning_rate": 0.0004747966710800076, "loss": 3.243, "theoretical_loss": 4.453458734873907, "tokens_seen": 167772160 }, { "epoch": 0.06, "learning_rate": 0.0004745602421032722, "loss": 3.1643, "theoretical_loss": 4.449008456788359, "tokens_seen": 169082880 }, { "epoch": 0.06, "learning_rate": 0.00047432381312653677, "loss": 3.2359, "theoretical_loss": 4.4446021188643945, "tokens_seen": 170393600 }, { "epoch": 0.06, "learning_rate": 0.0004740873841498014, "loss": 3.2465, "theoretical_loss": 4.440238954225603, "tokens_seen": 171704320 }, { "epoch": 0.06, "learning_rate": 0.000473850955173066, "loss": 3.2028, "theoretical_loss": 4.435918215103694, "tokens_seen": 173015040 }, { "epoch": 0.06, "learning_rate": 0.0004736145261963306, "loss": 3.2845, "theoretical_loss": 4.431639172221903, "tokens_seen": 174325760 }, { "epoch": 0.06, "learning_rate": 0.0004733780972195952, "loss": 3.1797, "theoretical_loss": 4.427401114202768, "tokens_seen": 175636480 }, { "epoch": 0.06, "learning_rate": 0.00047314166824285987, "loss": 3.1893, "theoretical_loss": 4.4232033469991245, "tokens_seen": 176947200 }, { "epoch": 0.06, "learning_rate": 0.00047290523926612446, "loss": 3.1756, "theoretical_loss": 4.419045193347259, "tokens_seen": 178257920 }, { "epoch": 0.06, "learning_rate": 0.00047266881028938906, "loss": 3.2366, "theoretical_loss": 4.414925992241184, "tokens_seen": 179568640 }, { "epoch": 0.06, "learning_rate": 0.0004724323813126537, "loss": 3.1557, "theoretical_loss": 4.410845098427085, "tokens_seen": 180879360 }, { "epoch": 0.07, "learning_rate": 0.00047219595233591826, "loss": 3.1718, "theoretical_loss": 4.406801881917029, "tokens_seen": 182190080 }, { "epoch": 0.07, "learning_rate": 0.0004719595233591829, "loss": 3.1319, "theoretical_loss": 4.402795727521044, "tokens_seen": 183500800 }, { "epoch": 0.07, "learning_rate": 0.00047172309438244756, "loss": 3.1649, "theoretical_loss": 4.398826034396784, "tokens_seen": 184811520 }, { "epoch": 0.07, "learning_rate": 0.0004714866654057121, "loss": 3.1622, "theoretical_loss": 4.394892215615966, "tokens_seen": 186122240 }, { "epoch": 0.07, "learning_rate": 0.00047125023642897675, "loss": 3.1566, "theoretical_loss": 4.390993697746873, "tokens_seen": 187432960 }, { "epoch": 0.07, "learning_rate": 0.00047101380745224135, "loss": 3.1888, "theoretical_loss": 4.387129920452183, "tokens_seen": 188743680 }, { "epoch": 0.07, "learning_rate": 0.00047077737847550595, "loss": 3.215, "theoretical_loss": 4.383300336101497, "tokens_seen": 190054400 }, { "epoch": 0.07, "learning_rate": 0.0004705409494987706, "loss": 3.1893, "theoretical_loss": 4.379504409397913, "tokens_seen": 191365120 }, { "epoch": 0.07, "learning_rate": 0.0004703045205220352, "loss": 3.2361, "theoretical_loss": 4.375741617018028, "tokens_seen": 192675840 }, { "epoch": 0.07, "learning_rate": 0.0004700680915452998, "loss": 3.2134, "theoretical_loss": 4.372011447264842, "tokens_seen": 193986560 }, { "epoch": 0.07, "learning_rate": 0.0004698316625685644, "loss": 3.1681, "theoretical_loss": 4.368313399732967, "tokens_seen": 195297280 }, { "epoch": 0.07, "objective/train/docs_used": 119577, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.755495548248291, "objective/train/theoretical_loss": 4.364646984985669, "objective/train/tokens_used": 217068000, "theoretical_loss": 4.364646984985669, "tokens_seen": 196608000 }, { "epoch": 0.07, "learning_rate": 0.00046959523359182905, "loss": 3.2212, "theoretical_loss": 4.364646984985669, "tokens_seen": 196608000 }, { "epoch": 0.07, "learning_rate": 0.0004693588046150936, "loss": 3.1891, "theoretical_loss": 4.3610117242432125, "tokens_seen": 197918720 }, { "epoch": 0.07, "learning_rate": 0.00046912237563835824, "loss": 3.178, "theoretical_loss": 4.357407149082071, "tokens_seen": 199229440 }, { "epoch": 0.07, "learning_rate": 0.0004688859466616229, "loss": 3.1648, "theoretical_loss": 4.353832801144535, "tokens_seen": 200540160 }, { "epoch": 0.07, "learning_rate": 0.00046864951768488744, "loss": 3.173, "theoretical_loss": 4.350288231858301, "tokens_seen": 201850880 }, { "epoch": 0.07, "learning_rate": 0.0004684130887081521, "loss": 3.2234, "theoretical_loss": 4.346773002165636, "tokens_seen": 203161600 }, { "epoch": 0.07, "learning_rate": 0.0004681766597314167, "loss": 3.1263, "theoretical_loss": 4.343286682261728, "tokens_seen": 204472320 }, { "epoch": 0.07, "learning_rate": 0.0004679402307546813, "loss": 3.134, "theoretical_loss": 4.339828851341859, "tokens_seen": 205783040 }, { "epoch": 0.07, "learning_rate": 0.00046770380177794593, "loss": 3.1541, "theoretical_loss": 4.336399097357047, "tokens_seen": 207093760 }, { "epoch": 0.07, "learning_rate": 0.00046746737280121053, "loss": 3.1915, "theoretical_loss": 4.332997016777814, "tokens_seen": 208404480 }, { "epoch": 0.07, "learning_rate": 0.00046723094382447513, "loss": 3.1536, "theoretical_loss": 4.329622214365776, "tokens_seen": 209715200 }, { "epoch": 0.08, "learning_rate": 0.0004669945148477397, "loss": 3.1375, "theoretical_loss": 4.326274302952741, "tokens_seen": 211025920 }, { "epoch": 0.08, "learning_rate": 0.0004667580858710044, "loss": 3.1703, "theoretical_loss": 4.322952903227008, "tokens_seen": 212336640 }, { "epoch": 0.08, "learning_rate": 0.000466521656894269, "loss": 3.1176, "theoretical_loss": 4.319657643526625, "tokens_seen": 213647360 }, { "epoch": 0.08, "learning_rate": 0.00046628522791753357, "loss": 3.1154, "theoretical_loss": 4.316388159639304, "tokens_seen": 214958080 }, { "epoch": 0.08, "learning_rate": 0.0004660487989407982, "loss": 3.1322, "theoretical_loss": 4.313144094608757, "tokens_seen": 216268800 }, { "epoch": 0.08, "learning_rate": 0.00046581236996406277, "loss": 3.1225, "theoretical_loss": 4.3099250985472, "tokens_seen": 217579520 }, { "epoch": 0.08, "learning_rate": 0.0004655759409873274, "loss": 3.112, "theoretical_loss": 4.306730828453813, "tokens_seen": 218890240 }, { "epoch": 0.08, "learning_rate": 0.00046533951201059207, "loss": 3.1225, "theoretical_loss": 4.303560948038896, "tokens_seen": 220200960 }, { "epoch": 0.08, "learning_rate": 0.0004651030830338566, "loss": 3.1593, "theoretical_loss": 4.300415127553551, "tokens_seen": 221511680 }, { "epoch": 0.08, "learning_rate": 0.00046486665405712127, "loss": 3.1288, "theoretical_loss": 4.297293043624652, "tokens_seen": 222822400 }, { "epoch": 0.08, "learning_rate": 0.00046463022508038586, "loss": 3.1382, "theoretical_loss": 4.294194379094925, "tokens_seen": 224133120 }, { "epoch": 0.08, "learning_rate": 0.00046439379610365046, "loss": 3.1598, "theoretical_loss": 4.291118822867954, "tokens_seen": 225443840 }, { "epoch": 0.08, "learning_rate": 0.0004641573671269151, "loss": 3.2182, "theoretical_loss": 4.288066069757916, "tokens_seen": 226754560 }, { "epoch": 0.08, "learning_rate": 0.0004639209381501797, "loss": 3.0914, "theoretical_loss": 4.285035820343889, "tokens_seen": 228065280 }, { "epoch": 0.08, "learning_rate": 0.0004636845091734443, "loss": 3.1134, "theoretical_loss": 4.28202778082858, "tokens_seen": 229376000 }, { "epoch": 0.08, "learning_rate": 0.0004634480801967089, "loss": 3.139, "theoretical_loss": 4.27904166290127, "tokens_seen": 230686720 }, { "epoch": 0.08, "learning_rate": 0.00046321165121997356, "loss": 3.2063, "theoretical_loss": 4.276077183604883, "tokens_seen": 231997440 }, { "epoch": 0.08, "learning_rate": 0.0004629752222432381, "loss": 3.2426, "theoretical_loss": 4.2731340652069925, "tokens_seen": 233308160 }, { "epoch": 0.08, "learning_rate": 0.00046273879326650275, "loss": 3.2121, "theoretical_loss": 4.270212035074646, "tokens_seen": 234618880 }, { "epoch": 0.08, "learning_rate": 0.0004625023642897674, "loss": 3.1968, "theoretical_loss": 4.267310825552862, "tokens_seen": 235929600 }, { "epoch": 0.08, "learning_rate": 0.00046226593531303195, "loss": 3.1832, "theoretical_loss": 4.264430173846689, "tokens_seen": 237240320 }, { "epoch": 0.09, "learning_rate": 0.0004620295063362966, "loss": 3.1976, "theoretical_loss": 4.261569821906684, "tokens_seen": 238551040 }, { "epoch": 0.09, "learning_rate": 0.0004617930773595612, "loss": 3.1039, "theoretical_loss": 4.258729516317703, "tokens_seen": 239861760 }, { "epoch": 0.09, "learning_rate": 0.0004615566483828258, "loss": 3.1643, "theoretical_loss": 4.255909008190896, "tokens_seen": 241172480 }, { "epoch": 0.09, "learning_rate": 0.00046132021940609044, "loss": 3.1203, "theoretical_loss": 4.253108053058778, "tokens_seen": 242483200 }, { "epoch": 0.09, "learning_rate": 0.00046108379042935504, "loss": 3.089, "theoretical_loss": 4.250326410773302, "tokens_seen": 243793920 }, { "epoch": 0.09, "learning_rate": 0.00046084736145261964, "loss": 3.0638, "theoretical_loss": 4.247563845406793, "tokens_seen": 245104640 }, { "epoch": 0.09, "learning_rate": 0.00046061093247588424, "loss": 3.0637, "theoretical_loss": 4.2448201251556945, "tokens_seen": 246415360 }, { "epoch": 0.09, "learning_rate": 0.0004603745034991489, "loss": 3.0402, "theoretical_loss": 4.242095022246987, "tokens_seen": 247726080 }, { "epoch": 0.09, "learning_rate": 0.0004601380745224135, "loss": 3.0963, "theoretical_loss": 4.239388312847225, "tokens_seen": 249036800 }, { "epoch": 0.09, "learning_rate": 0.0004599016455456781, "loss": 3.0717, "theoretical_loss": 4.236699776974095, "tokens_seen": 250347520 }, { "epoch": 0.09, "learning_rate": 0.00045966521656894274, "loss": 3.1156, "theoretical_loss": 4.234029198410394, "tokens_seen": 251658240 }, { "epoch": 0.09, "learning_rate": 0.0004594287875922073, "loss": 3.0526, "theoretical_loss": 4.23137636462039, "tokens_seen": 252968960 }, { "epoch": 0.09, "learning_rate": 0.00045919235861547193, "loss": 3.0776, "theoretical_loss": 4.228741066668439, "tokens_seen": 254279680 }, { "epoch": 0.09, "learning_rate": 0.0004589559296387366, "loss": 3.0966, "theoretical_loss": 4.226123099139831, "tokens_seen": 255590400 }, { "epoch": 0.09, "learning_rate": 0.0004587195006620011, "loss": 3.1011, "theoretical_loss": 4.223522260063753, "tokens_seen": 256901120 }, { "epoch": 0.09, "learning_rate": 0.0004584830716852658, "loss": 3.0844, "theoretical_loss": 4.220938350838335, "tokens_seen": 258211840 }, { "epoch": 0.09, "learning_rate": 0.0004582466427085304, "loss": 3.1128, "theoretical_loss": 4.218371176157692, "tokens_seen": 259522560 }, { "epoch": 0.09, "learning_rate": 0.00045801021373179497, "loss": 3.0639, "theoretical_loss": 4.215820543940906, "tokens_seen": 260833280 }, { "epoch": 0.09, "objective/train/docs_used": 155958, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.7153196334838867, "objective/train/theoretical_loss": 4.213286265262889, "objective/train/tokens_used": 282604000, "theoretical_loss": 4.213286265262889, "tokens_seen": 262144000 }, { "epoch": 0.09, "learning_rate": 0.0004577737847550596, "loss": 3.1155, "theoretical_loss": 4.213286265262889, "tokens_seen": 262144000 }, { "epoch": 0.09, "learning_rate": 0.0004575373557783242, "loss": 3.0747, "theoretical_loss": 4.210768154287058, "tokens_seen": 263454720 }, { "epoch": 0.09, "learning_rate": 0.0004573009268015888, "loss": 3.0549, "theoretical_loss": 4.208266028199782, "tokens_seen": 264765440 }, { "epoch": 0.1, "learning_rate": 0.0004570644978248534, "loss": 3.0457, "theoretical_loss": 4.205779707146535, "tokens_seen": 266076160 }, { "epoch": 0.1, "learning_rate": 0.00045682806884811807, "loss": 2.9724, "theoretical_loss": 4.203309014169696, "tokens_seen": 267386880 }, { "epoch": 0.1, "learning_rate": 0.0004565916398713826, "loss": 3.0444, "theoretical_loss": 4.200853775147967, "tokens_seen": 268697600 }, { "epoch": 0.1, "learning_rate": 0.00045635521089464726, "loss": 3.0419, "theoretical_loss": 4.198413818737336, "tokens_seen": 270008320 }, { "epoch": 0.1, "learning_rate": 0.0004561187819179119, "loss": 2.9646, "theoretical_loss": 4.195988976313554, "tokens_seen": 271319040 }, { "epoch": 0.1, "learning_rate": 0.00045588235294117646, "loss": 2.9766, "theoretical_loss": 4.193579081916074, "tokens_seen": 272629760 }, { "epoch": 0.1, "learning_rate": 0.0004556459239644411, "loss": 3.0205, "theoretical_loss": 4.191183972193405, "tokens_seen": 273940480 }, { "epoch": 0.1, "learning_rate": 0.0004554094949877057, "loss": 2.9421, "theoretical_loss": 4.1888034863498484, "tokens_seen": 275251200 }, { "epoch": 0.1, "learning_rate": 0.0004551730660109703, "loss": 2.9571, "theoretical_loss": 4.186437466093564, "tokens_seen": 276561920 }, { "epoch": 0.1, "learning_rate": 0.00045493663703423496, "loss": 3.0165, "theoretical_loss": 4.1840857555859365, "tokens_seen": 277872640 }, { "epoch": 0.1, "learning_rate": 0.0004547002080574995, "loss": 2.9436, "theoretical_loss": 4.181748201392195, "tokens_seen": 279183360 }, { "epoch": 0.1, "learning_rate": 0.00045446377908076415, "loss": 2.9791, "theoretical_loss": 4.179424652433255, "tokens_seen": 280494080 }, { "epoch": 0.1, "learning_rate": 0.00045422735010402875, "loss": 3.0287, "theoretical_loss": 4.177114959938745, "tokens_seen": 281804800 }, { "epoch": 0.1, "learning_rate": 0.00045399092112729335, "loss": 3.0399, "theoretical_loss": 4.174818977401182, "tokens_seen": 283115520 }, { "epoch": 0.1, "learning_rate": 0.000453754492150558, "loss": 3.0741, "theoretical_loss": 4.172536560531271, "tokens_seen": 284426240 }, { "epoch": 0.1, "learning_rate": 0.0004535180631738226, "loss": 2.9846, "theoretical_loss": 4.170267567214273, "tokens_seen": 285736960 }, { "epoch": 0.1, "learning_rate": 0.0004532816341970872, "loss": 3.0432, "theoretical_loss": 4.168011857467442, "tokens_seen": 287047680 }, { "epoch": 0.1, "learning_rate": 0.0004530452052203518, "loss": 3.0537, "theoretical_loss": 4.1657692933984825, "tokens_seen": 288358400 }, { "epoch": 0.1, "learning_rate": 0.00045280877624361644, "loss": 3.0266, "theoretical_loss": 4.163539739164992, "tokens_seen": 289669120 }, { "epoch": 0.1, "learning_rate": 0.00045257234726688104, "loss": 3.0235, "theoretical_loss": 4.161323060934883, "tokens_seen": 290979840 }, { "epoch": 0.1, "learning_rate": 0.00045233591829014564, "loss": 3.0412, "theoretical_loss": 4.159119126847729, "tokens_seen": 292290560 }, { "epoch": 0.1, "learning_rate": 0.0004520994893134103, "loss": 3.0878, "theoretical_loss": 4.1569278069770395, "tokens_seen": 293601280 }, { "epoch": 0.11, "learning_rate": 0.00045186306033667483, "loss": 3.0076, "theoretical_loss": 4.154748973293404, "tokens_seen": 294912000 }, { "epoch": 0.11, "learning_rate": 0.0004516266313599395, "loss": 3.0318, "theoretical_loss": 4.152582499628515, "tokens_seen": 296222720 }, { "epoch": 0.11, "learning_rate": 0.0004513902023832041, "loss": 3.0521, "theoretical_loss": 4.150428261640019, "tokens_seen": 297533440 }, { "epoch": 0.11, "learning_rate": 0.0004511537734064687, "loss": 3.0571, "theoretical_loss": 4.148286136777182, "tokens_seen": 298844160 }, { "epoch": 0.11, "learning_rate": 0.00045091734442973333, "loss": 3.0267, "theoretical_loss": 4.1461560042473575, "tokens_seen": 300154880 }, { "epoch": 0.11, "learning_rate": 0.00045068091545299793, "loss": 3.0734, "theoretical_loss": 4.144037744983214, "tokens_seen": 301465600 }, { "epoch": 0.11, "learning_rate": 0.0004504444864762625, "loss": 2.9788, "theoretical_loss": 4.141931241610721, "tokens_seen": 302776320 }, { "epoch": 0.11, "learning_rate": 0.0004502080574995271, "loss": 3.0159, "theoretical_loss": 4.139836378417861, "tokens_seen": 304087040 }, { "epoch": 0.11, "learning_rate": 0.0004499716285227918, "loss": 3.0441, "theoretical_loss": 4.1377530413240535, "tokens_seen": 305397760 }, { "epoch": 0.11, "learning_rate": 0.00044973519954605637, "loss": 3.0352, "theoretical_loss": 4.135681117850265, "tokens_seen": 306708480 }, { "epoch": 0.11, "learning_rate": 0.00044949877056932097, "loss": 3.0608, "theoretical_loss": 4.1336204970898, "tokens_seen": 308019200 }, { "epoch": 0.11, "learning_rate": 0.0004492623415925856, "loss": 2.9696, "theoretical_loss": 4.131571069679739, "tokens_seen": 309329920 }, { "epoch": 0.11, "learning_rate": 0.00044902591261585016, "loss": 2.983, "theoretical_loss": 4.129532727773022, "tokens_seen": 310640640 }, { "epoch": 0.11, "learning_rate": 0.0004487894836391148, "loss": 2.9285, "theoretical_loss": 4.127505365011135, "tokens_seen": 311951360 }, { "epoch": 0.11, "learning_rate": 0.00044855305466237947, "loss": 2.9094, "theoretical_loss": 4.125488876497428, "tokens_seen": 313262080 }, { "epoch": 0.11, "learning_rate": 0.000448316625685644, "loss": 3.0228, "theoretical_loss": 4.123483158770997, "tokens_seen": 314572800 }, { "epoch": 0.11, "learning_rate": 0.00044808019670890866, "loss": 2.9893, "theoretical_loss": 4.121488109781147, "tokens_seen": 315883520 }, { "epoch": 0.11, "learning_rate": 0.00044784376773217326, "loss": 2.9421, "theoretical_loss": 4.11950362886242, "tokens_seen": 317194240 }, { "epoch": 0.11, "learning_rate": 0.00044760733875543786, "loss": 2.997, "theoretical_loss": 4.1175296167101525, "tokens_seen": 318504960 }, { "epoch": 0.11, "learning_rate": 0.0004473709097787025, "loss": 2.9688, "theoretical_loss": 4.115565975356576, "tokens_seen": 319815680 }, { "epoch": 0.11, "learning_rate": 0.0004471344808019671, "loss": 2.9504, "theoretical_loss": 4.113612608147429, "tokens_seen": 321126400 }, { "epoch": 0.12, "learning_rate": 0.0004468980518252317, "loss": 2.9478, "theoretical_loss": 4.111669419719063, "tokens_seen": 322437120 }, { "epoch": 0.12, "learning_rate": 0.0004466616228484963, "loss": 2.9692, "theoretical_loss": 4.109736315976054, "tokens_seen": 323747840 }, { "epoch": 0.12, "learning_rate": 0.00044642519387176095, "loss": 2.9255, "theoretical_loss": 4.107813204069279, "tokens_seen": 325058560 }, { "epoch": 0.12, "learning_rate": 0.0004461887648950255, "loss": 2.9303, "theoretical_loss": 4.105899992374464, "tokens_seen": 326369280 }, { "debugging/Self-BLEU-5": 0.6313309751661036, "debugging/distinct-1-grams": 0.7812735170334136, "debugging/distinct-2-grams": 0.962251014076992, "debugging/entropy-1-grams": 6.495179970030579, "debugging/entropy-2-grams": 7.614784181109197, "debugging/length": 541.0, "debugging/num_segments": 29, "epoch": 0.12, "objective/train/docs_used": 191983, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.092848062515259, "objective/train/theoretical_loss": 4.103996590471185, "objective/train/tokens_used": 348140000, "theoretical_loss": 4.103996590471185, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.00044595233591829015, "loss": 2.9576, "theoretical_loss": 4.103996590471185, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.0004457159069415548, "loss": 2.9776, "theoretical_loss": 4.102102909122308, "tokens_seen": 328990720 }, { "epoch": 0.12, "learning_rate": 0.00044547947796481934, "loss": 2.9632, "theoretical_loss": 4.1002188602538645, "tokens_seen": 330301440 }, { "epoch": 0.12, "learning_rate": 0.000445243048988084, "loss": 2.9661, "theoretical_loss": 4.098344356935348, "tokens_seen": 331612160 }, { "epoch": 0.12, "learning_rate": 0.0004450066200113486, "loss": 3.0443, "theoretical_loss": 4.096479313360415, "tokens_seen": 332922880 }, { "epoch": 0.12, "learning_rate": 0.0004447701910346132, "loss": 2.9526, "theoretical_loss": 4.094623644827995, "tokens_seen": 334233600 }, { "epoch": 0.12, "learning_rate": 0.00044453376205787784, "loss": 2.9707, "theoretical_loss": 4.092777267723779, "tokens_seen": 335544320 }, { "epoch": 0.12, "learning_rate": 0.00044429733308114244, "loss": 2.9704, "theoretical_loss": 4.0909400995021, "tokens_seen": 336855040 }, { "epoch": 0.12, "learning_rate": 0.00044406090410440704, "loss": 2.9488, "theoretical_loss": 4.08911205866818, "tokens_seen": 338165760 }, { "epoch": 0.12, "learning_rate": 0.00044382447512767163, "loss": 2.9595, "theoretical_loss": 4.087293064760739, "tokens_seen": 339476480 }, { "epoch": 0.12, "learning_rate": 0.0004435880461509363, "loss": 2.9613, "theoretical_loss": 4.0854830383349565, "tokens_seen": 340787200 }, { "epoch": 0.12, "learning_rate": 0.0004433516171742009, "loss": 2.934, "theoretical_loss": 4.083681900945785, "tokens_seen": 342097920 }, { "epoch": 0.12, "learning_rate": 0.0004431151881974655, "loss": 2.9695, "theoretical_loss": 4.081889575131589, "tokens_seen": 343408640 }, { "epoch": 0.12, "learning_rate": 0.00044287875922073013, "loss": 2.984, "theoretical_loss": 4.080105984398123, "tokens_seen": 344719360 }, { "epoch": 0.12, "learning_rate": 0.0004426423302439947, "loss": 2.9943, "theoretical_loss": 4.078331053202827, "tokens_seen": 346030080 }, { "epoch": 0.12, "learning_rate": 0.0004424059012672593, "loss": 2.9157, "theoretical_loss": 4.076564706939434, "tokens_seen": 347340800 }, { "epoch": 0.12, "learning_rate": 0.000442169472290524, "loss": 2.9823, "theoretical_loss": 4.074806871922881, "tokens_seen": 348651520 }, { "epoch": 0.12, "learning_rate": 0.0004419330433137885, "loss": 2.8975, "theoretical_loss": 4.0730574753745294, "tokens_seen": 349962240 }, { "epoch": 0.13, "learning_rate": 0.0004416966143370532, "loss": 2.9424, "theoretical_loss": 4.071316445407663, "tokens_seen": 351272960 }, { "epoch": 0.13, "learning_rate": 0.00044146018536031777, "loss": 2.915, "theoretical_loss": 4.06958371101328, "tokens_seen": 352583680 }, { "epoch": 0.13, "learning_rate": 0.00044122375638358237, "loss": 2.9268, "theoretical_loss": 4.067859202046162, "tokens_seen": 353894400 }, { "epoch": 0.13, "learning_rate": 0.000440987327406847, "loss": 3.0175, "theoretical_loss": 4.066142849211214, "tokens_seen": 355205120 }, { "epoch": 0.13, "learning_rate": 0.0004407508984301116, "loss": 3.01, "theoretical_loss": 4.064434584050067, "tokens_seen": 356515840 }, { "epoch": 0.13, "learning_rate": 0.0004405144694533762, "loss": 3.0178, "theoretical_loss": 4.062734338927946, "tokens_seen": 357826560 }, { "epoch": 0.13, "learning_rate": 0.0004402780404766408, "loss": 2.9272, "theoretical_loss": 4.061042047020785, "tokens_seen": 359137280 }, { "epoch": 0.13, "learning_rate": 0.00044004161149990546, "loss": 2.9365, "theoretical_loss": 4.0593576423025945, "tokens_seen": 360448000 }, { "epoch": 0.13, "learning_rate": 0.00043980518252317, "loss": 2.979, "theoretical_loss": 4.057681059533071, "tokens_seen": 361758720 }, { "epoch": 0.13, "learning_rate": 0.00043956875354643466, "loss": 2.9836, "theoretical_loss": 4.056012234245436, "tokens_seen": 363069440 }, { "epoch": 0.13, "learning_rate": 0.0004393323245696993, "loss": 2.9923, "theoretical_loss": 4.05435110273452, "tokens_seen": 364380160 }, { "epoch": 0.13, "learning_rate": 0.00043909589559296385, "loss": 2.9818, "theoretical_loss": 4.052697602045054, "tokens_seen": 365690880 }, { "epoch": 0.13, "learning_rate": 0.0004388594666162285, "loss": 2.999, "theoretical_loss": 4.0510516699602, "tokens_seen": 367001600 }, { "epoch": 0.13, "learning_rate": 0.0004386230376394931, "loss": 2.9427, "theoretical_loss": 4.049413244990284, "tokens_seen": 368312320 }, { "epoch": 0.13, "learning_rate": 0.0004383866086627577, "loss": 2.9272, "theoretical_loss": 4.04778226636175, "tokens_seen": 369623040 }, { "epoch": 0.13, "learning_rate": 0.00043815017968602235, "loss": 2.9664, "theoretical_loss": 4.046158674006312, "tokens_seen": 370933760 }, { "epoch": 0.13, "learning_rate": 0.00043791375070928695, "loss": 3.0413, "theoretical_loss": 4.044542408550312, "tokens_seen": 372244480 }, { "epoch": 0.13, "learning_rate": 0.00043767732173255155, "loss": 2.9541, "theoretical_loss": 4.042933411304277, "tokens_seen": 373555200 }, { "epoch": 0.13, "learning_rate": 0.00043744089275581614, "loss": 2.9418, "theoretical_loss": 4.041331624252669, "tokens_seen": 374865920 }, { "epoch": 0.13, "learning_rate": 0.0004372044637790808, "loss": 2.9744, "theoretical_loss": 4.039736990043815, "tokens_seen": 376176640 }, { "epoch": 0.13, "learning_rate": 0.0004369680348023454, "loss": 2.9218, "theoretical_loss": 4.038149451980039, "tokens_seen": 377487360 }, { "epoch": 0.14, "learning_rate": 0.00043673160582561, "loss": 2.9285, "theoretical_loss": 4.0365689540079535, "tokens_seen": 378798080 }, { "epoch": 0.14, "learning_rate": 0.00043649517684887464, "loss": 2.9238, "theoretical_loss": 4.034995440708947, "tokens_seen": 380108800 }, { "epoch": 0.14, "learning_rate": 0.0004362587478721392, "loss": 2.9433, "theoretical_loss": 4.033428857289831, "tokens_seen": 381419520 }, { "epoch": 0.14, "learning_rate": 0.00043602231889540384, "loss": 2.9385, "theoretical_loss": 4.031869149573668, "tokens_seen": 382730240 }, { "epoch": 0.14, "learning_rate": 0.0004357858899186685, "loss": 2.9034, "theoretical_loss": 4.030316263990749, "tokens_seen": 384040960 }, { "epoch": 0.14, "learning_rate": 0.00043554946094193303, "loss": 2.9103, "theoretical_loss": 4.028770147569752, "tokens_seen": 385351680 }, { "epoch": 0.14, "learning_rate": 0.0004353130319651977, "loss": 2.9029, "theoretical_loss": 4.0272307479290435, "tokens_seen": 386662400 }, { "epoch": 0.14, "learning_rate": 0.0004350766029884623, "loss": 2.8958, "theoretical_loss": 4.025698013268144, "tokens_seen": 387973120 }, { "epoch": 0.14, "learning_rate": 0.0004348401740117269, "loss": 2.9768, "theoretical_loss": 4.024171892359345, "tokens_seen": 389283840 }, { "epoch": 0.14, "learning_rate": 0.00043460374503499153, "loss": 2.9533, "theoretical_loss": 4.0226523345394645, "tokens_seen": 390594560 }, { "epoch": 0.14, "learning_rate": 0.00043436731605825613, "loss": 2.9034, "theoretical_loss": 4.021139289701768, "tokens_seen": 391905280 }, { "epoch": 0.14, "objective/train/docs_used": 227836, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.685603618621826, "objective/train/theoretical_loss": 4.019632708288012, "objective/train/tokens_used": 413676000, "theoretical_loss": 4.019632708288012, "tokens_seen": 393216000 }, { "epoch": 0.14, "learning_rate": 0.0004341308870815207, "loss": 2.893, "theoretical_loss": 4.019632708288012, "tokens_seen": 393216000 }, { "epoch": 0.14, "learning_rate": 0.0004338944581047853, "loss": 2.9011, "theoretical_loss": 4.018132541280638, "tokens_seen": 394526720 }, { "epoch": 0.14, "learning_rate": 0.00043365802912805, "loss": 2.9062, "theoretical_loss": 4.016638740195099, "tokens_seen": 395837440 }, { "epoch": 0.14, "learning_rate": 0.0004334216001513145, "loss": 2.9063, "theoretical_loss": 4.015151257072327, "tokens_seen": 397148160 }, { "epoch": 0.14, "learning_rate": 0.00043318517117457917, "loss": 2.9453, "theoretical_loss": 4.013670044471318, "tokens_seen": 398458880 }, { "epoch": 0.14, "learning_rate": 0.0004329487421978438, "loss": 2.9131, "theoretical_loss": 4.012195055461859, "tokens_seen": 399769600 }, { "epoch": 0.14, "learning_rate": 0.00043271231322110837, "loss": 2.9323, "theoretical_loss": 4.010726243617374, "tokens_seen": 401080320 }, { "epoch": 0.14, "learning_rate": 0.000432475884244373, "loss": 2.9073, "theoretical_loss": 4.009263563007895, "tokens_seen": 402391040 }, { "epoch": 0.14, "learning_rate": 0.0004322394552676376, "loss": 2.9628, "theoretical_loss": 4.007806968193149, "tokens_seen": 403701760 }, { "epoch": 0.14, "learning_rate": 0.0004320030262909022, "loss": 2.9356, "theoretical_loss": 4.006356414215775, "tokens_seen": 405012480 }, { "epoch": 0.15, "learning_rate": 0.00043176659731416686, "loss": 2.8839, "theoretical_loss": 4.004911856594639, "tokens_seen": 406323200 }, { "epoch": 0.15, "learning_rate": 0.0004315301683374314, "loss": 2.9369, "theoretical_loss": 4.00347325131828, "tokens_seen": 407633920 }, { "epoch": 0.15, "learning_rate": 0.00043129373936069606, "loss": 2.9701, "theoretical_loss": 4.002040554838458, "tokens_seen": 408944640 }, { "epoch": 0.15, "learning_rate": 0.00043105731038396066, "loss": 2.9915, "theoretical_loss": 4.000613724063812, "tokens_seen": 410255360 }, { "epoch": 0.15, "learning_rate": 0.00043082088140722525, "loss": 2.9283, "theoretical_loss": 3.9991927163536243, "tokens_seen": 411566080 }, { "epoch": 0.15, "learning_rate": 0.0004305844524304899, "loss": 2.9208, "theoretical_loss": 3.997777489511691, "tokens_seen": 412876800 }, { "epoch": 0.15, "learning_rate": 0.0004303480234537545, "loss": 3.0067, "theoretical_loss": 3.9963680017802945, "tokens_seen": 414187520 }, { "epoch": 0.15, "learning_rate": 0.0004301115944770191, "loss": 3.0753, "theoretical_loss": 3.9949642118342794, "tokens_seen": 415498240 }, { "epoch": 0.15, "learning_rate": 0.0004298751655002837, "loss": 2.9815, "theoretical_loss": 3.993566078775218, "tokens_seen": 416808960 }, { "epoch": 0.15, "learning_rate": 0.00042963873652354835, "loss": 3.0226, "theoretical_loss": 3.9921735621256835, "tokens_seen": 418119680 }, { "epoch": 0.15, "learning_rate": 0.00042940230754681295, "loss": 2.998, "theoretical_loss": 3.990786621823611, "tokens_seen": 419430400 }, { "epoch": 0.15, "learning_rate": 0.00042916587857007754, "loss": 3.0086, "theoretical_loss": 3.9894052182167536, "tokens_seen": 420741120 }, { "epoch": 0.15, "learning_rate": 0.0004289294495933422, "loss": 2.9585, "theoretical_loss": 3.988029312057227, "tokens_seen": 422051840 }, { "epoch": 0.15, "learning_rate": 0.00042869302061660674, "loss": 2.9746, "theoretical_loss": 3.986658864496149, "tokens_seen": 423362560 }, { "epoch": 0.15, "learning_rate": 0.0004284565916398714, "loss": 2.9944, "theoretical_loss": 3.985293837078359, "tokens_seen": 424673280 }, { "epoch": 0.15, "learning_rate": 0.000428220162663136, "loss": 2.9603, "theoretical_loss": 3.9839341917372293, "tokens_seen": 425984000 }, { "epoch": 0.15, "learning_rate": 0.0004279837336864006, "loss": 2.9428, "theoretical_loss": 3.9825798907895598, "tokens_seen": 427294720 }, { "epoch": 0.15, "learning_rate": 0.00042774730470966524, "loss": 3.0057, "theoretical_loss": 3.9812308969305508, "tokens_seen": 428605440 }, { "epoch": 0.15, "learning_rate": 0.00042751087573292984, "loss": 2.9675, "theoretical_loss": 3.9798871732288617, "tokens_seen": 429916160 }, { "epoch": 0.15, "learning_rate": 0.00042727444675619443, "loss": 2.9784, "theoretical_loss": 3.9785486831217467, "tokens_seen": 431226880 }, { "epoch": 0.15, "learning_rate": 0.00042703801777945903, "loss": 2.9846, "theoretical_loss": 3.9772153904102705, "tokens_seen": 432537600 }, { "epoch": 0.15, "learning_rate": 0.0004268015888027237, "loss": 2.9641, "theoretical_loss": 3.9758872592545957, "tokens_seen": 433848320 }, { "epoch": 0.16, "learning_rate": 0.0004265651598259883, "loss": 2.9532, "theoretical_loss": 3.974564254169353, "tokens_seen": 435159040 }, { "epoch": 0.16, "learning_rate": 0.0004263287308492529, "loss": 2.916, "theoretical_loss": 3.9732463400190756, "tokens_seen": 436469760 }, { "epoch": 0.16, "learning_rate": 0.00042609230187251753, "loss": 2.9596, "theoretical_loss": 3.9719334820137124, "tokens_seen": 437780480 }, { "epoch": 0.16, "learning_rate": 0.00042585587289578207, "loss": 3.0018, "theoretical_loss": 3.9706256457042133, "tokens_seen": 439091200 }, { "epoch": 0.16, "learning_rate": 0.0004256194439190467, "loss": 2.9557, "theoretical_loss": 3.969322796978175, "tokens_seen": 440401920 }, { "epoch": 0.16, "learning_rate": 0.0004253830149423114, "loss": 2.872, "theoretical_loss": 3.968024902055565, "tokens_seen": 441712640 }, { "epoch": 0.16, "learning_rate": 0.0004251465859655759, "loss": 2.9665, "theoretical_loss": 3.966731927484508, "tokens_seen": 443023360 }, { "epoch": 0.16, "learning_rate": 0.00042491015698884057, "loss": 2.9158, "theoretical_loss": 3.9654438401371372, "tokens_seen": 444334080 }, { "epoch": 0.16, "learning_rate": 0.00042467372801210517, "loss": 2.9577, "theoretical_loss": 3.9641606072055113, "tokens_seen": 445644800 }, { "epoch": 0.16, "learning_rate": 0.00042443729903536976, "loss": 2.8971, "theoretical_loss": 3.9628821961975955, "tokens_seen": 446955520 }, { "epoch": 0.16, "learning_rate": 0.0004242008700586344, "loss": 2.9398, "theoretical_loss": 3.9616085749333028, "tokens_seen": 448266240 }, { "epoch": 0.16, "learning_rate": 0.000423964441081899, "loss": 2.9665, "theoretical_loss": 3.9603397115406005, "tokens_seen": 449576960 }, { "epoch": 0.16, "learning_rate": 0.0004237280121051636, "loss": 2.8911, "theoretical_loss": 3.9590755744516684, "tokens_seen": 450887680 }, { "epoch": 0.16, "learning_rate": 0.0004234915831284282, "loss": 2.921, "theoretical_loss": 3.9578161323991243, "tokens_seen": 452198400 }, { "epoch": 0.16, "learning_rate": 0.00042325515415169286, "loss": 2.904, "theoretical_loss": 3.9565613544123046, "tokens_seen": 453509120 }, { "epoch": 0.16, "learning_rate": 0.0004230187251749574, "loss": 2.894, "theoretical_loss": 3.955311209813596, "tokens_seen": 454819840 }, { "epoch": 0.16, "learning_rate": 0.00042278229619822206, "loss": 2.8959, "theoretical_loss": 3.9540656682148327, "tokens_seen": 456130560 }, { "epoch": 0.16, "learning_rate": 0.0004225458672214867, "loss": 2.8807, "theoretical_loss": 3.952824699513741, "tokens_seen": 457441280 }, { "epoch": 0.16, "objective/train/docs_used": 262792, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.0986132621765137, "objective/train/theoretical_loss": 3.951588273890438, "objective/train/tokens_used": 479212000, "theoretical_loss": 3.951588273890438, "tokens_seen": 458752000 }, { "epoch": 0.16, "learning_rate": 0.00042230943824475125, "loss": 2.9211, "theoretical_loss": 3.951588273890438, "tokens_seen": 458752000 }, { "epoch": 0.16, "learning_rate": 0.0004220730092680159, "loss": 2.9374, "theoretical_loss": 3.950356361803988, "tokens_seen": 460062720 }, { "epoch": 0.16, "learning_rate": 0.0004218365802912805, "loss": 2.9011, "theoretical_loss": 3.949128933989004, "tokens_seen": 461373440 }, { "epoch": 0.17, "learning_rate": 0.0004216001513145451, "loss": 2.894, "theoretical_loss": 3.9479059614523058, "tokens_seen": 462684160 }, { "epoch": 0.17, "learning_rate": 0.00042136372233780975, "loss": 2.8602, "theoretical_loss": 3.9466874154696234, "tokens_seen": 463994880 }, { "epoch": 0.17, "learning_rate": 0.00042112729336107435, "loss": 2.8006, "theoretical_loss": 3.945473267582355, "tokens_seen": 465305600 }, { "epoch": 0.17, "learning_rate": 0.00042089086438433894, "loss": 2.8434, "theoretical_loss": 3.9442634895943662, "tokens_seen": 466616320 }, { "epoch": 0.17, "learning_rate": 0.00042065443540760354, "loss": 2.8697, "theoretical_loss": 3.943058053568841, "tokens_seen": 467927040 }, { "epoch": 0.17, "learning_rate": 0.0004204180064308682, "loss": 2.9221, "theoretical_loss": 3.94185693182518, "tokens_seen": 469237760 }, { "epoch": 0.17, "learning_rate": 0.0004201815774541328, "loss": 2.9025, "theoretical_loss": 3.9406600969359413, "tokens_seen": 470548480 }, { "epoch": 0.17, "learning_rate": 0.0004199451484773974, "loss": 2.8998, "theoretical_loss": 3.9394675217238277, "tokens_seen": 471859200 }, { "epoch": 0.17, "learning_rate": 0.00041970871950066204, "loss": 2.8875, "theoretical_loss": 3.9382791792587195, "tokens_seen": 473169920 }, { "epoch": 0.17, "learning_rate": 0.0004194722905239266, "loss": 2.9253, "theoretical_loss": 3.9370950428547475, "tokens_seen": 474480640 }, { "epoch": 0.17, "learning_rate": 0.00041923586154719123, "loss": 2.8817, "theoretical_loss": 3.9359150860674106, "tokens_seen": 475791360 }, { "epoch": 0.17, "learning_rate": 0.0004189994325704559, "loss": 2.7852, "theoretical_loss": 3.9347392826907353, "tokens_seen": 477102080 }, { "epoch": 0.17, "learning_rate": 0.00041876300359372043, "loss": 2.8527, "theoretical_loss": 3.933567606754476, "tokens_seen": 478412800 }, { "epoch": 0.17, "learning_rate": 0.0004185265746169851, "loss": 2.8854, "theoretical_loss": 3.9324000325213557, "tokens_seen": 479723520 }, { "epoch": 0.17, "learning_rate": 0.0004182901456402497, "loss": 2.8954, "theoretical_loss": 3.931236534484346, "tokens_seen": 481034240 }, { "epoch": 0.17, "learning_rate": 0.0004180537166635143, "loss": 2.8211, "theoretical_loss": 3.930077087363987, "tokens_seen": 482344960 }, { "epoch": 0.17, "learning_rate": 0.00041781728768677893, "loss": 2.8287, "theoretical_loss": 3.928921666105744, "tokens_seen": 483655680 }, { "epoch": 0.17, "learning_rate": 0.0004175808587100435, "loss": 2.8199, "theoretical_loss": 3.9277702458774058, "tokens_seen": 484966400 }, { "epoch": 0.17, "learning_rate": 0.0004173444297333081, "loss": 2.8797, "theoretical_loss": 3.926622802066514, "tokens_seen": 486277120 }, { "epoch": 0.17, "learning_rate": 0.0004171080007565727, "loss": 2.8932, "theoretical_loss": 3.925479310277835, "tokens_seen": 487587840 }, { "epoch": 0.17, "learning_rate": 0.00041687157177983737, "loss": 2.8838, "theoretical_loss": 3.924339746330864, "tokens_seen": 488898560 }, { "epoch": 0.18, "learning_rate": 0.0004166351428031019, "loss": 2.869, "theoretical_loss": 3.923204086257365, "tokens_seen": 490209280 }, { "epoch": 0.18, "learning_rate": 0.00041639871382636657, "loss": 2.9711, "theoretical_loss": 3.9220723062989444, "tokens_seen": 491520000 }, { "epoch": 0.18, "learning_rate": 0.0004161622848496312, "loss": 2.9418, "theoretical_loss": 3.920944382904665, "tokens_seen": 492830720 }, { "epoch": 0.18, "learning_rate": 0.00041592585587289576, "loss": 2.8859, "theoretical_loss": 3.919820292728682, "tokens_seen": 494141440 }, { "epoch": 0.18, "learning_rate": 0.0004156894268961604, "loss": 2.9165, "theoretical_loss": 3.918700012627923, "tokens_seen": 495452160 }, { "epoch": 0.18, "learning_rate": 0.000415452997919425, "loss": 2.9237, "theoretical_loss": 3.9175835196597957, "tokens_seen": 496762880 }, { "epoch": 0.18, "learning_rate": 0.0004152165689426896, "loss": 2.9148, "theoretical_loss": 3.9164707910799264, "tokens_seen": 498073600 }, { "epoch": 0.18, "learning_rate": 0.00041498013996595426, "loss": 2.7991, "theoretical_loss": 3.9153618043399296, "tokens_seen": 499384320 }, { "epoch": 0.18, "learning_rate": 0.00041474371098921886, "loss": 2.8596, "theoretical_loss": 3.9142565370852136, "tokens_seen": 500695040 }, { "epoch": 0.18, "learning_rate": 0.00041450728201248346, "loss": 2.8489, "theoretical_loss": 3.9131549671528116, "tokens_seen": 502005760 }, { "epoch": 0.18, "learning_rate": 0.00041427085303574805, "loss": 2.8473, "theoretical_loss": 3.912057072569243, "tokens_seen": 503316480 }, { "epoch": 0.18, "learning_rate": 0.0004140344240590127, "loss": 2.8647, "theoretical_loss": 3.910962831548404, "tokens_seen": 504627200 }, { "epoch": 0.18, "learning_rate": 0.0004137979950822773, "loss": 2.8317, "theoretical_loss": 3.909872222489491, "tokens_seen": 505937920 }, { "epoch": 0.18, "learning_rate": 0.0004135615661055419, "loss": 2.8661, "theoretical_loss": 3.908785223974948, "tokens_seen": 507248640 }, { "epoch": 0.18, "learning_rate": 0.00041332513712880655, "loss": 2.8311, "theoretical_loss": 3.9077018147684415, "tokens_seen": 508559360 }, { "epoch": 0.18, "learning_rate": 0.0004130887081520711, "loss": 2.8473, "theoretical_loss": 3.906621973812867, "tokens_seen": 509870080 }, { "epoch": 0.18, "learning_rate": 0.00041285227917533575, "loss": 2.8414, "theoretical_loss": 3.9055456802283812, "tokens_seen": 511180800 }, { "epoch": 0.18, "learning_rate": 0.0004126158501986004, "loss": 2.8146, "theoretical_loss": 3.904472913310456, "tokens_seen": 512491520 }, { "epoch": 0.18, "learning_rate": 0.00041237942122186494, "loss": 2.8244, "theoretical_loss": 3.9034036525279645, "tokens_seen": 513802240 }, { "epoch": 0.18, "learning_rate": 0.0004121429922451296, "loss": 2.8241, "theoretical_loss": 3.902337877521294, "tokens_seen": 515112960 }, { "epoch": 0.18, "learning_rate": 0.0004119065632683942, "loss": 2.806, "theoretical_loss": 3.9012755681004756, "tokens_seen": 516423680 }, { "epoch": 0.18, "learning_rate": 0.0004116701342916588, "loss": 2.7768, "theoretical_loss": 3.9002167042433475, "tokens_seen": 517734400 }, { "epoch": 0.19, "learning_rate": 0.00041143370531492344, "loss": 2.8269, "theoretical_loss": 3.899161266093741, "tokens_seen": 519045120 }, { "epoch": 0.19, "learning_rate": 0.00041119727633818804, "loss": 2.8854, "theoretical_loss": 3.8981092339596852, "tokens_seen": 520355840 }, { "epoch": 0.19, "learning_rate": 0.00041096084736145263, "loss": 2.7923, "theoretical_loss": 3.8970605883116436, "tokens_seen": 521666560 }, { "epoch": 0.19, "learning_rate": 0.00041072441838471723, "loss": 2.8312, "theoretical_loss": 3.896015309780767, "tokens_seen": 522977280 }, { "epoch": 0.19, "objective/train/docs_used": 298912, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.896383285522461, "objective/train/theoretical_loss": 3.8949733791571752, "objective/train/tokens_used": 544748000, "theoretical_loss": 3.8949733791571752, "tokens_seen": 524288000 }, { "epoch": 0.19, "learning_rate": 0.0004104879894079819, "loss": 2.7988, "theoretical_loss": 3.8949733791571752, "tokens_seen": 524288000 }, { "epoch": 0.19, "learning_rate": 0.0004102515604312464, "loss": 2.8545, "theoretical_loss": 3.8939347773882584, "tokens_seen": 525598720 }, { "epoch": 0.19, "learning_rate": 0.0004100151314545111, "loss": 2.8124, "theoretical_loss": 3.892899485576998, "tokens_seen": 526909440 }, { "epoch": 0.19, "learning_rate": 0.00040977870247777573, "loss": 2.8338, "theoretical_loss": 3.8918674849803176, "tokens_seen": 528220160 }, { "epoch": 0.19, "learning_rate": 0.0004095422735010403, "loss": 2.801, "theoretical_loss": 3.890838757007447, "tokens_seen": 529530880 }, { "epoch": 0.19, "learning_rate": 0.0004093058445243049, "loss": 2.8481, "theoretical_loss": 3.889813283218313, "tokens_seen": 530841600 }, { "epoch": 0.19, "learning_rate": 0.0004090694155475695, "loss": 2.7885, "theoretical_loss": 3.888791045321949, "tokens_seen": 532152320 }, { "epoch": 0.19, "learning_rate": 0.0004088329865708341, "loss": 2.8324, "theoretical_loss": 3.887772025174925, "tokens_seen": 533463040 }, { "epoch": 0.19, "learning_rate": 0.00040859655759409877, "loss": 2.8701, "theoretical_loss": 3.8867562047797986, "tokens_seen": 534773760 }, { "epoch": 0.19, "learning_rate": 0.00040836012861736337, "loss": 2.852, "theoretical_loss": 3.885743566283587, "tokens_seen": 536084480 }, { "epoch": 0.19, "learning_rate": 0.0004081355210894647, "loss": 2.9002, "theoretical_loss": 3.8847340919762576, "tokens_seen": 537395200 }, { "epoch": 0.19, "learning_rate": 0.00040789909211272937, "loss": 2.866, "theoretical_loss": 3.883727764289236, "tokens_seen": 538705920 }, { "epoch": 0.19, "learning_rate": 0.00040766266313599397, "loss": 2.895, "theoretical_loss": 3.8827245657939375, "tokens_seen": 540016640 }, { "epoch": 0.19, "learning_rate": 0.00040742623415925856, "loss": 2.9149, "theoretical_loss": 3.8817244792003143, "tokens_seen": 541327360 }, { "epoch": 0.19, "learning_rate": 0.00040718980518252316, "loss": 2.8674, "theoretical_loss": 3.8807274873554216, "tokens_seen": 542638080 }, { "epoch": 0.19, "learning_rate": 0.0004069533762057878, "loss": 2.8413, "theoretical_loss": 3.8797335732420035, "tokens_seen": 543948800 }, { "epoch": 0.19, "learning_rate": 0.0004067169472290524, "loss": 2.913, "theoretical_loss": 3.878742719977094, "tokens_seen": 545259520 }, { "epoch": 0.2, "learning_rate": 0.000406480518252317, "loss": 2.7836, "theoretical_loss": 3.877754910810639, "tokens_seen": 546570240 }, { "epoch": 0.2, "learning_rate": 0.0004062440892755816, "loss": 2.8622, "theoretical_loss": 3.876770129124133, "tokens_seen": 547880960 }, { "epoch": 0.2, "learning_rate": 0.0004060076602988462, "loss": 2.8448, "theoretical_loss": 3.8757883584292774, "tokens_seen": 549191680 }, { "epoch": 0.2, "learning_rate": 0.00040577123132211085, "loss": 2.8386, "theoretical_loss": 3.8748095823666473, "tokens_seen": 550502400 }, { "epoch": 0.2, "learning_rate": 0.00040553480234537545, "loss": 2.9041, "theoretical_loss": 3.8738337847043836, "tokens_seen": 551813120 }, { "epoch": 0.2, "learning_rate": 0.00040529837336864005, "loss": 2.8887, "theoretical_loss": 3.8728609493368986, "tokens_seen": 553123840 }, { "epoch": 0.2, "learning_rate": 0.0004050619443919047, "loss": 2.8391, "theoretical_loss": 3.8718910602835943, "tokens_seen": 554434560 }, { "epoch": 0.2, "learning_rate": 0.00040482551541516924, "loss": 2.8807, "theoretical_loss": 3.870924101687603, "tokens_seen": 555745280 }, { "epoch": 0.2, "learning_rate": 0.0004045890864384339, "loss": 2.8711, "theoretical_loss": 3.869960057814537, "tokens_seen": 557056000 }, { "epoch": 0.2, "learning_rate": 0.00040435265746169855, "loss": 2.8464, "theoretical_loss": 3.868998913051261, "tokens_seen": 558366720 }, { "epoch": 0.2, "learning_rate": 0.0004041162284849631, "loss": 2.878, "theoretical_loss": 3.868040651904671, "tokens_seen": 559677440 }, { "epoch": 0.2, "learning_rate": 0.00040387979950822774, "loss": 2.8201, "theoretical_loss": 3.867085259000496, "tokens_seen": 560988160 }, { "epoch": 0.2, "learning_rate": 0.00040364337053149234, "loss": 2.8307, "theoretical_loss": 3.8661327190821124, "tokens_seen": 562298880 }, { "epoch": 0.2, "learning_rate": 0.00040340694155475694, "loss": 2.8384, "theoretical_loss": 3.8651830170093673, "tokens_seen": 563609600 }, { "epoch": 0.2, "learning_rate": 0.0004031705125780216, "loss": 2.8647, "theoretical_loss": 3.864236137757427, "tokens_seen": 564920320 }, { "epoch": 0.2, "learning_rate": 0.0004029340836012862, "loss": 2.8788, "theoretical_loss": 3.863292066415628, "tokens_seen": 566231040 }, { "epoch": 0.2, "learning_rate": 0.0004026976546245508, "loss": 2.8845, "theoretical_loss": 3.862350788186353, "tokens_seen": 567541760 }, { "epoch": 0.2, "learning_rate": 0.0004024612256478154, "loss": 2.9096, "theoretical_loss": 3.8614122883839093, "tokens_seen": 568852480 }, { "epoch": 0.2, "learning_rate": 0.00040222479667108003, "loss": 2.9111, "theoretical_loss": 3.8604765524334312, "tokens_seen": 570163200 }, { "epoch": 0.2, "learning_rate": 0.0004019883676943446, "loss": 2.9061, "theoretical_loss": 3.8595435658697888, "tokens_seen": 571473920 }, { "epoch": 0.2, "learning_rate": 0.00040175193871760923, "loss": 2.8971, "theoretical_loss": 3.858613314336514, "tokens_seen": 572784640 }, { "epoch": 0.21, "learning_rate": 0.0004015155097408739, "loss": 2.9225, "theoretical_loss": 3.8576857835847367, "tokens_seen": 574095360 }, { "epoch": 0.21, "learning_rate": 0.0004012790807641384, "loss": 2.8995, "theoretical_loss": 3.8567609594721333, "tokens_seen": 575406080 }, { "epoch": 0.21, "learning_rate": 0.0004010426517874031, "loss": 2.8884, "theoretical_loss": 3.855838827961894, "tokens_seen": 576716800 }, { "epoch": 0.21, "learning_rate": 0.0004008062228106677, "loss": 2.9238, "theoretical_loss": 3.8549193751216935, "tokens_seen": 578027520 }, { "epoch": 0.21, "learning_rate": 0.00040056979383393227, "loss": 2.9618, "theoretical_loss": 3.854002587122681, "tokens_seen": 579338240 }, { "epoch": 0.21, "learning_rate": 0.0004003333648571969, "loss": 2.9991, "theoretical_loss": 3.853088450238478, "tokens_seen": 580648960 }, { "epoch": 0.21, "learning_rate": 0.0004000969358804615, "loss": 2.8924, "theoretical_loss": 3.8521769508441905, "tokens_seen": 581959680 }, { "epoch": 0.21, "learning_rate": 0.0003998605069037261, "loss": 2.8746, "theoretical_loss": 3.8512680754154323, "tokens_seen": 583270400 }, { "epoch": 0.21, "learning_rate": 0.0003996240779269907, "loss": 2.9294, "theoretical_loss": 3.850361810527361, "tokens_seen": 584581120 }, { "epoch": 0.21, "learning_rate": 0.00039938764895025537, "loss": 2.8919, "theoretical_loss": 3.8494581428537202, "tokens_seen": 585891840 }, { "epoch": 0.21, "learning_rate": 0.00039915121997351996, "loss": 2.8493, "theoretical_loss": 3.8485570591659006, "tokens_seen": 587202560 }, { "epoch": 0.21, "learning_rate": 0.00039891479099678456, "loss": 2.874, "theoretical_loss": 3.847658546332007, "tokens_seen": 588513280 }, { "epoch": 0.21, "objective/train/docs_used": 333293, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.176788806915283, "objective/train/theoretical_loss": 3.8467625913159385, "objective/train/tokens_used": 610284000, "theoretical_loss": 3.8467625913159385, "tokens_seen": 589824000 }, { "epoch": 0.21, "learning_rate": 0.0003986783620200492, "loss": 2.8767, "theoretical_loss": 3.8467625913159385, "tokens_seen": 589824000 }, { "epoch": 0.21, "learning_rate": 0.00039844193304331376, "loss": 2.9135, "theoretical_loss": 3.845869181176477, "tokens_seen": 591134720 }, { "epoch": 0.21, "learning_rate": 0.0003982055040665784, "loss": 2.845, "theoretical_loss": 3.844978303066389, "tokens_seen": 592445440 }, { "epoch": 0.21, "learning_rate": 0.00039796907508984306, "loss": 2.873, "theoretical_loss": 3.8440899442315395, "tokens_seen": 593756160 }, { "epoch": 0.21, "learning_rate": 0.0003977326461131076, "loss": 2.8381, "theoretical_loss": 3.843204092010007, "tokens_seen": 595066880 }, { "epoch": 0.21, "learning_rate": 0.00039749621713637225, "loss": 2.8171, "theoretical_loss": 3.8423207338312233, "tokens_seen": 596377600 }, { "epoch": 0.21, "learning_rate": 0.00039725978815963685, "loss": 2.8206, "theoretical_loss": 3.841439857215109, "tokens_seen": 597688320 }, { "epoch": 0.21, "learning_rate": 0.00039702335918290145, "loss": 2.849, "theoretical_loss": 3.84056144977123, "tokens_seen": 598999040 }, { "epoch": 0.21, "learning_rate": 0.0003967869302061661, "loss": 2.8171, "theoretical_loss": 3.839685499197956, "tokens_seen": 600309760 }, { "epoch": 0.21, "learning_rate": 0.0003965505012294307, "loss": 2.8053, "theoretical_loss": 3.8388119932816327, "tokens_seen": 601620480 }, { "epoch": 0.22, "learning_rate": 0.0003963140722526953, "loss": 2.7998, "theoretical_loss": 3.8379409198957637, "tokens_seen": 602931200 }, { "epoch": 0.22, "learning_rate": 0.0003960776432759599, "loss": 2.7579, "theoretical_loss": 3.837072267000199, "tokens_seen": 604241920 }, { "epoch": 0.22, "learning_rate": 0.00039584121429922455, "loss": 2.8011, "theoretical_loss": 3.8362060226403347, "tokens_seen": 605552640 }, { "epoch": 0.22, "learning_rate": 0.0003956047853224891, "loss": 2.8101, "theoretical_loss": 3.835342174946324, "tokens_seen": 606863360 }, { "epoch": 0.22, "learning_rate": 0.00039536835634575374, "loss": 2.8487, "theoretical_loss": 3.834480712132291, "tokens_seen": 608174080 }, { "epoch": 0.22, "learning_rate": 0.0003951319273690184, "loss": 2.8284, "theoretical_loss": 3.833621622495561, "tokens_seen": 609484800 }, { "epoch": 0.22, "learning_rate": 0.00039489549839228294, "loss": 2.8678, "theoretical_loss": 3.8327648944158907, "tokens_seen": 610795520 }, { "epoch": 0.22, "learning_rate": 0.0003946590694155476, "loss": 2.8471, "theoretical_loss": 3.8319105163547187, "tokens_seen": 612106240 }, { "epoch": 0.22, "learning_rate": 0.0003944226404388122, "loss": 2.8486, "theoretical_loss": 3.8310584768544125, "tokens_seen": 613416960 }, { "epoch": 0.22, "learning_rate": 0.0003941862114620768, "loss": 2.8515, "theoretical_loss": 3.8302087645375327, "tokens_seen": 614727680 }, { "epoch": 0.22, "learning_rate": 0.00039394978248534143, "loss": 2.836, "theoretical_loss": 3.829361368106099, "tokens_seen": 616038400 }, { "epoch": 0.22, "learning_rate": 0.00039371335350860603, "loss": 2.7877, "theoretical_loss": 3.8285162763408707, "tokens_seen": 617349120 }, { "epoch": 0.22, "learning_rate": 0.00039347692453187063, "loss": 2.8079, "theoretical_loss": 3.827673478100631, "tokens_seen": 618659840 }, { "epoch": 0.22, "learning_rate": 0.0003932404955551352, "loss": 2.7835, "theoretical_loss": 3.8268329623214803, "tokens_seen": 619970560 }, { "epoch": 0.22, "learning_rate": 0.0003930040665783999, "loss": 2.8813, "theoretical_loss": 3.8259947180161373, "tokens_seen": 621281280 }, { "epoch": 0.22, "learning_rate": 0.0003927676376016645, "loss": 2.8321, "theoretical_loss": 3.8251587342732485, "tokens_seen": 622592000 }, { "epoch": 0.22, "learning_rate": 0.00039253120862492907, "loss": 2.8772, "theoretical_loss": 3.824325000256705, "tokens_seen": 623902720 }, { "epoch": 0.22, "learning_rate": 0.0003922947796481937, "loss": 2.7669, "theoretical_loss": 3.8234935052049663, "tokens_seen": 625213440 }, { "epoch": 0.22, "learning_rate": 0.00039205835067145827, "loss": 2.7804, "theoretical_loss": 3.8226642384303933, "tokens_seen": 626524160 }, { "epoch": 0.22, "learning_rate": 0.0003918219216947229, "loss": 2.7675, "theoretical_loss": 3.821837189318586, "tokens_seen": 627834880 }, { "epoch": 0.22, "learning_rate": 0.00039158549271798757, "loss": 2.8066, "theoretical_loss": 3.82101234732773, "tokens_seen": 629145600 }, { "epoch": 0.23, "learning_rate": 0.0003913490637412521, "loss": 2.813, "theoretical_loss": 3.820189701987953, "tokens_seen": 630456320 }, { "epoch": 0.23, "learning_rate": 0.00039111263476451677, "loss": 2.8604, "theoretical_loss": 3.819369242900682, "tokens_seen": 631767040 }, { "epoch": 0.23, "learning_rate": 0.00039087620578778136, "loss": 2.7827, "theoretical_loss": 3.8185509597380105, "tokens_seen": 633077760 }, { "epoch": 0.23, "learning_rate": 0.00039063977681104596, "loss": 2.8927, "theoretical_loss": 3.8177348422420785, "tokens_seen": 634388480 }, { "epoch": 0.23, "learning_rate": 0.00039040334783431056, "loss": 2.7982, "theoretical_loss": 3.8169208802244476, "tokens_seen": 635699200 }, { "epoch": 0.23, "learning_rate": 0.0003901669188575752, "loss": 2.8225, "theoretical_loss": 3.8161090635654937, "tokens_seen": 637009920 }, { "epoch": 0.23, "learning_rate": 0.0003899304898808398, "loss": 2.8336, "theoretical_loss": 3.815299382213799, "tokens_seen": 638320640 }, { "epoch": 0.23, "learning_rate": 0.0003896940609041044, "loss": 2.8672, "theoretical_loss": 3.8144918261855536, "tokens_seen": 639631360 }, { "epoch": 0.23, "learning_rate": 0.00038945763192736906, "loss": 2.886, "theoretical_loss": 3.813686385563966, "tokens_seen": 640942080 }, { "epoch": 0.23, "learning_rate": 0.0003892212029506336, "loss": 2.8648, "theoretical_loss": 3.812883050498675, "tokens_seen": 642252800 }, { "epoch": 0.23, "learning_rate": 0.00038898477397389825, "loss": 2.8726, "theoretical_loss": 3.812081811205168, "tokens_seen": 643563520 }, { "epoch": 0.23, "learning_rate": 0.0003887483449971629, "loss": 2.8236, "theoretical_loss": 3.811282657964214, "tokens_seen": 644874240 }, { "epoch": 0.23, "learning_rate": 0.00038851191602042745, "loss": 2.8662, "theoretical_loss": 3.8104855811212905, "tokens_seen": 646184960 }, { "epoch": 0.23, "learning_rate": 0.0003882754870436921, "loss": 2.8414, "theoretical_loss": 3.8096905710860254, "tokens_seen": 647495680 }, { "epoch": 0.23, "learning_rate": 0.0003880390580669567, "loss": 2.8482, "theoretical_loss": 3.808897618331641, "tokens_seen": 648806400 }, { "epoch": 0.23, "learning_rate": 0.0003878026290902213, "loss": 2.8853, "theoretical_loss": 3.8081067133944053, "tokens_seen": 650117120 }, { "epoch": 0.23, "learning_rate": 0.00038756620011348594, "loss": 2.8402, "theoretical_loss": 3.8073178468730884, "tokens_seen": 651427840 }, { "epoch": 0.23, "learning_rate": 0.00038732977113675054, "loss": 2.8161, "theoretical_loss": 3.806531009428425, "tokens_seen": 652738560 }, { "epoch": 0.23, "learning_rate": 0.00038709334216001514, "loss": 2.9016, "theoretical_loss": 3.805746191782582, "tokens_seen": 654049280 }, { "debugging/Self-BLEU-5": 0.5624010415402148, "debugging/distinct-1-grams": 0.7656679022066195, "debugging/distinct-2-grams": 0.9502794404107235, "debugging/entropy-1-grams": 6.252376785281594, "debugging/entropy-2-grams": 7.364077311746257, "debugging/length": 469.7037037037037, "debugging/num_segments": 27, "epoch": 0.23, "objective/train/docs_used": 369378, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6431469917297363, "objective/train/theoretical_loss": 3.8049633847186337, "objective/train/tokens_used": 675820000, "theoretical_loss": 3.8049633847186337, "tokens_seen": 655360000 }, { "epoch": 0.23, "learning_rate": 0.00038685691318327974, "loss": 2.8082, "theoretical_loss": 3.8049633847186337, "tokens_seen": 655360000 }, { "epoch": 0.23, "learning_rate": 0.0003866204842065444, "loss": 2.7756, "theoretical_loss": 3.80418257908004, "tokens_seen": 656670720 }, { "epoch": 0.23, "learning_rate": 0.000386384055229809, "loss": 2.824, "theoretical_loss": 3.803403765770131, "tokens_seen": 657981440 }, { "epoch": 0.24, "learning_rate": 0.0003861476262530736, "loss": 2.792, "theoretical_loss": 3.802626935751598, "tokens_seen": 659292160 }, { "epoch": 0.24, "learning_rate": 0.00038591119727633824, "loss": 2.8023, "theoretical_loss": 3.801852080045988, "tokens_seen": 660602880 }, { "epoch": 0.24, "learning_rate": 0.0003856747682996028, "loss": 2.8259, "theoretical_loss": 3.801079189733206, "tokens_seen": 661913600 }, { "epoch": 0.24, "learning_rate": 0.00038543833932286743, "loss": 2.7732, "theoretical_loss": 3.8003082559510197, "tokens_seen": 663224320 }, { "epoch": 0.24, "learning_rate": 0.0003852019103461321, "loss": 2.8362, "theoretical_loss": 3.799539269894571, "tokens_seen": 664535040 }, { "epoch": 0.24, "learning_rate": 0.0003849654813693966, "loss": 2.8237, "theoretical_loss": 3.798772222815893, "tokens_seen": 665845760 }, { "epoch": 0.24, "learning_rate": 0.0003847290523926613, "loss": 2.8672, "theoretical_loss": 3.79800710602343, "tokens_seen": 667156480 }, { "epoch": 0.24, "learning_rate": 0.0003844926234159259, "loss": 2.8139, "theoretical_loss": 3.7972439108815657, "tokens_seen": 668467200 }, { "epoch": 0.24, "learning_rate": 0.00038425619443919047, "loss": 2.7977, "theoretical_loss": 3.7964826288101508, "tokens_seen": 669777920 }, { "epoch": 0.24, "learning_rate": 0.00038401976546245507, "loss": 2.792, "theoretical_loss": 3.795723251284044, "tokens_seen": 671088640 }, { "epoch": 0.24, "learning_rate": 0.0003837833364857197, "loss": 2.8414, "theoretical_loss": 3.7949657698326487, "tokens_seen": 672399360 }, { "epoch": 0.24, "learning_rate": 0.0003835469075089843, "loss": 2.8634, "theoretical_loss": 3.79421017603946, "tokens_seen": 673710080 }, { "epoch": 0.24, "learning_rate": 0.0003833104785322489, "loss": 2.8814, "theoretical_loss": 3.7934564615416146, "tokens_seen": 675020800 }, { "epoch": 0.24, "learning_rate": 0.0003830740495555135, "loss": 2.8822, "theoretical_loss": 3.7927046180294455, "tokens_seen": 676331520 }, { "epoch": 0.24, "learning_rate": 0.0003828376205787781, "loss": 2.8902, "theoretical_loss": 3.7919546372460418, "tokens_seen": 677642240 }, { "epoch": 0.24, "learning_rate": 0.00038260119160204276, "loss": 2.8806, "theoretical_loss": 3.7912065109868127, "tokens_seen": 678952960 }, { "epoch": 0.24, "learning_rate": 0.00038236476262530736, "loss": 2.9011, "theoretical_loss": 3.790460231099053, "tokens_seen": 680263680 }, { "epoch": 0.24, "learning_rate": 0.00038212833364857196, "loss": 2.8691, "theoretical_loss": 3.789715789481521, "tokens_seen": 681574400 }, { "epoch": 0.24, "learning_rate": 0.0003818919046718366, "loss": 2.8599, "theoretical_loss": 3.788973178084011, "tokens_seen": 682885120 }, { "epoch": 0.24, "learning_rate": 0.00038165547569510115, "loss": 2.8565, "theoretical_loss": 3.788232388906935, "tokens_seen": 684195840 }, { "epoch": 0.24, "learning_rate": 0.0003814190467183658, "loss": 2.9027, "theoretical_loss": 3.7874934140009096, "tokens_seen": 685506560 }, { "epoch": 0.25, "learning_rate": 0.00038118261774163046, "loss": 2.9221, "theoretical_loss": 3.786756245466346, "tokens_seen": 686817280 }, { "epoch": 0.25, "learning_rate": 0.000380946188764895, "loss": 2.8943, "theoretical_loss": 3.7860208754530422, "tokens_seen": 688128000 }, { "epoch": 0.25, "learning_rate": 0.00038070975978815965, "loss": 2.8787, "theoretical_loss": 3.785287296159782, "tokens_seen": 689438720 }, { "epoch": 0.25, "learning_rate": 0.00038047333081142425, "loss": 2.8168, "theoretical_loss": 3.784555499833936, "tokens_seen": 690749440 }, { "epoch": 0.25, "learning_rate": 0.00038023690183468885, "loss": 2.82, "theoretical_loss": 3.7838254787710683, "tokens_seen": 692060160 }, { "epoch": 0.25, "learning_rate": 0.0003800004728579535, "loss": 2.8135, "theoretical_loss": 3.7830972253145463, "tokens_seen": 693370880 }, { "epoch": 0.25, "learning_rate": 0.0003797640438812181, "loss": 2.8702, "theoretical_loss": 3.7823707318551536, "tokens_seen": 694681600 }, { "epoch": 0.25, "learning_rate": 0.0003795276149044827, "loss": 2.8203, "theoretical_loss": 3.7816459908307074, "tokens_seen": 695992320 }, { "epoch": 0.25, "learning_rate": 0.0003792911859277473, "loss": 2.8083, "theoretical_loss": 3.7809229947256826, "tokens_seen": 697303040 }, { "epoch": 0.25, "learning_rate": 0.00037905475695101194, "loss": 2.8808, "theoretical_loss": 3.7802017360708327, "tokens_seen": 698613760 }, { "epoch": 0.25, "learning_rate": 0.0003788183279742765, "loss": 2.8116, "theoretical_loss": 3.779482207442821, "tokens_seen": 699924480 }, { "epoch": 0.25, "learning_rate": 0.00037858189899754114, "loss": 2.8466, "theoretical_loss": 3.778764401463854, "tokens_seen": 701235200 }, { "epoch": 0.25, "learning_rate": 0.0003783454700208058, "loss": 2.7396, "theoretical_loss": 3.778048310801316, "tokens_seen": 702545920 }, { "epoch": 0.25, "learning_rate": 0.00037810904104407033, "loss": 2.7644, "theoretical_loss": 3.7773339281674074, "tokens_seen": 703856640 }, { "epoch": 0.25, "learning_rate": 0.000377872612067335, "loss": 2.8114, "theoretical_loss": 3.7766212463187916, "tokens_seen": 705167360 }, { "epoch": 0.25, "learning_rate": 0.0003776361830905996, "loss": 2.8038, "theoretical_loss": 3.7759102580562383, "tokens_seen": 706478080 }, { "epoch": 0.25, "learning_rate": 0.0003773997541138642, "loss": 2.8995, "theoretical_loss": 3.7752009562242757, "tokens_seen": 707788800 }, { "epoch": 0.25, "learning_rate": 0.00037716332513712883, "loss": 2.7762, "theoretical_loss": 3.7744933337108444, "tokens_seen": 709099520 }, { "epoch": 0.25, "learning_rate": 0.00037692689616039343, "loss": 2.7827, "theoretical_loss": 3.773787383446951, "tokens_seen": 710410240 }, { "epoch": 0.25, "learning_rate": 0.000376690467183658, "loss": 2.8006, "theoretical_loss": 3.773083098406333, "tokens_seen": 711720960 }, { "epoch": 0.25, "learning_rate": 0.0003764540382069226, "loss": 2.851, "theoretical_loss": 3.7723804716051195, "tokens_seen": 713031680 }, { "epoch": 0.26, "learning_rate": 0.0003762176092301873, "loss": 2.8083, "theoretical_loss": 3.7716794961014983, "tokens_seen": 714342400 }, { "epoch": 0.26, "learning_rate": 0.00037598118025345187, "loss": 2.8337, "theoretical_loss": 3.770980164995387, "tokens_seen": 715653120 }, { "epoch": 0.26, "learning_rate": 0.00037574475127671647, "loss": 2.8571, "theoretical_loss": 3.7702824714281062, "tokens_seen": 716963840 }, { "epoch": 0.26, "learning_rate": 0.0003755083222999811, "loss": 2.7931, "theoretical_loss": 3.7695864085820547, "tokens_seen": 718274560 }, { "epoch": 0.26, "learning_rate": 0.00037527189332324566, "loss": 2.7179, "theoretical_loss": 3.7688919696803898, "tokens_seen": 719585280 }, { "epoch": 0.26, "objective/train/docs_used": 405200, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6444921493530273, "objective/train/theoretical_loss": 3.76819914798671, "objective/train/tokens_used": 741356000, "theoretical_loss": 3.76819914798671, "tokens_seen": 720896000 }, { "epoch": 0.26, "learning_rate": 0.0003750354643465103, "loss": 2.7525, "theoretical_loss": 3.76819914798671, "tokens_seen": 720896000 }, { "epoch": 0.26, "learning_rate": 0.00037479903536977497, "loss": 2.831, "theoretical_loss": 3.7675079368047415, "tokens_seen": 722206720 }, { "epoch": 0.26, "learning_rate": 0.0003745626063930395, "loss": 2.767, "theoretical_loss": 3.7668183294780246, "tokens_seen": 723517440 }, { "epoch": 0.26, "learning_rate": 0.00037432617741630416, "loss": 2.7648, "theoretical_loss": 3.7661303193896076, "tokens_seen": 724828160 }, { "epoch": 0.26, "learning_rate": 0.00037408974843956876, "loss": 2.7352, "theoretical_loss": 3.76544389996174, "tokens_seen": 726138880 }, { "epoch": 0.26, "learning_rate": 0.00037385331946283336, "loss": 2.7489, "theoretical_loss": 3.7647590646555713, "tokens_seen": 727449600 }, { "epoch": 0.26, "learning_rate": 0.000373616890486098, "loss": 2.7566, "theoretical_loss": 3.7640758069708493, "tokens_seen": 728760320 }, { "epoch": 0.26, "learning_rate": 0.0003733804615093626, "loss": 2.7534, "theoretical_loss": 3.763394120445626, "tokens_seen": 730071040 }, { "epoch": 0.26, "learning_rate": 0.0003731440325326272, "loss": 2.7722, "theoretical_loss": 3.7627139986559595, "tokens_seen": 731381760 }, { "epoch": 0.26, "learning_rate": 0.0003729076035558918, "loss": 2.7775, "theoretical_loss": 3.7620354352156293, "tokens_seen": 732692480 }, { "epoch": 0.26, "learning_rate": 0.00037267117457915645, "loss": 2.7509, "theoretical_loss": 3.7613584237758415, "tokens_seen": 734003200 }, { "epoch": 0.26, "learning_rate": 0.000372434745602421, "loss": 2.8231, "theoretical_loss": 3.7606829580249457, "tokens_seen": 735313920 }, { "epoch": 0.26, "learning_rate": 0.00037219831662568565, "loss": 2.8032, "theoretical_loss": 3.760009031688152, "tokens_seen": 736624640 }, { "epoch": 0.26, "learning_rate": 0.0003719618876489503, "loss": 2.7746, "theoretical_loss": 3.7593366385272513, "tokens_seen": 737935360 }, { "epoch": 0.26, "learning_rate": 0.00037172545867221484, "loss": 2.8175, "theoretical_loss": 3.758665772340336, "tokens_seen": 739246080 }, { "epoch": 0.26, "learning_rate": 0.0003714890296954795, "loss": 2.8326, "theoretical_loss": 3.7579964269615247, "tokens_seen": 740556800 }, { "epoch": 0.26, "learning_rate": 0.0003712526007187441, "loss": 2.8052, "theoretical_loss": 3.7573285962606917, "tokens_seen": 741867520 }, { "epoch": 0.27, "learning_rate": 0.0003710161717420087, "loss": 2.8092, "theoretical_loss": 3.7566622741431956, "tokens_seen": 743178240 }, { "epoch": 0.27, "learning_rate": 0.00037077974276527334, "loss": 2.8054, "theoretical_loss": 3.75599745454961, "tokens_seen": 744488960 }, { "epoch": 0.27, "learning_rate": 0.00037054331378853794, "loss": 2.8374, "theoretical_loss": 3.7553341314554625, "tokens_seen": 745799680 }, { "epoch": 0.27, "learning_rate": 0.00037030688481180254, "loss": 2.7937, "theoretical_loss": 3.754672298870968, "tokens_seen": 747110400 }, { "epoch": 0.27, "learning_rate": 0.00037007045583506713, "loss": 2.8163, "theoretical_loss": 3.754011950840771, "tokens_seen": 748421120 }, { "epoch": 0.27, "learning_rate": 0.0003698340268583318, "loss": 2.7632, "theoretical_loss": 3.753353081443688, "tokens_seen": 749731840 }, { "epoch": 0.27, "learning_rate": 0.0003695975978815964, "loss": 2.8264, "theoretical_loss": 3.752695684792449, "tokens_seen": 751042560 }, { "epoch": 0.27, "learning_rate": 0.000369361168904861, "loss": 2.7693, "theoretical_loss": 3.752039755033449, "tokens_seen": 752353280 }, { "epoch": 0.27, "learning_rate": 0.00036912473992812563, "loss": 2.7898, "theoretical_loss": 3.751385286346493, "tokens_seen": 753664000 }, { "epoch": 0.27, "learning_rate": 0.0003688883109513902, "loss": 2.7758, "theoretical_loss": 3.7507322729445525, "tokens_seen": 754974720 }, { "epoch": 0.27, "learning_rate": 0.0003686518819746548, "loss": 2.6996, "theoretical_loss": 3.7500807090735115, "tokens_seen": 756285440 }, { "epoch": 0.27, "learning_rate": 0.0003684154529979195, "loss": 2.7918, "theoretical_loss": 3.749430589011933, "tokens_seen": 757596160 }, { "epoch": 0.27, "learning_rate": 0.000368179024021184, "loss": 2.7646, "theoretical_loss": 3.748781907070807, "tokens_seen": 758906880 }, { "epoch": 0.27, "learning_rate": 0.0003679425950444487, "loss": 2.7615, "theoretical_loss": 3.7481346575933197, "tokens_seen": 760217600 }, { "epoch": 0.27, "learning_rate": 0.00036770616606771327, "loss": 2.8018, "theoretical_loss": 3.747488834954609, "tokens_seen": 761528320 }, { "epoch": 0.27, "learning_rate": 0.00036746973709097787, "loss": 2.7596, "theoretical_loss": 3.7468444335615363, "tokens_seen": 762839040 }, { "epoch": 0.27, "learning_rate": 0.00036723330811424247, "loss": 2.8004, "theoretical_loss": 3.746201447852446, "tokens_seen": 764149760 }, { "epoch": 0.27, "learning_rate": 0.0003669968791375071, "loss": 2.7333, "theoretical_loss": 3.745559872296941, "tokens_seen": 765460480 }, { "epoch": 0.27, "learning_rate": 0.0003667604501607717, "loss": 2.6807, "theoretical_loss": 3.7449197013956503, "tokens_seen": 766771200 }, { "epoch": 0.27, "learning_rate": 0.0003665240211840363, "loss": 2.7509, "theoretical_loss": 3.744280929680005, "tokens_seen": 768081920 }, { "epoch": 0.27, "learning_rate": 0.00036628759220730096, "loss": 2.7345, "theoretical_loss": 3.743643551712009, "tokens_seen": 769392640 }, { "epoch": 0.28, "learning_rate": 0.0003660511632305655, "loss": 2.7554, "theoretical_loss": 3.7430075620840215, "tokens_seen": 770703360 }, { "epoch": 0.28, "learning_rate": 0.00036581473425383016, "loss": 2.7471, "theoretical_loss": 3.7423729554185337, "tokens_seen": 772014080 }, { "epoch": 0.28, "learning_rate": 0.0003655783052770948, "loss": 2.7502, "theoretical_loss": 3.7417397263679493, "tokens_seen": 773324800 }, { "epoch": 0.28, "learning_rate": 0.00036534187630035935, "loss": 2.776, "theoretical_loss": 3.7411078696143694, "tokens_seen": 774635520 }, { "epoch": 0.28, "learning_rate": 0.000365105447323624, "loss": 2.8418, "theoretical_loss": 3.740477379869378, "tokens_seen": 775946240 }, { "epoch": 0.28, "learning_rate": 0.0003648690183468886, "loss": 2.7558, "theoretical_loss": 3.739848251873827, "tokens_seen": 777256960 }, { "epoch": 0.28, "learning_rate": 0.0003646325893701532, "loss": 2.7823, "theoretical_loss": 3.739220480397626, "tokens_seen": 778567680 }, { "epoch": 0.28, "learning_rate": 0.00036439616039341785, "loss": 2.7753, "theoretical_loss": 3.7385940602395347, "tokens_seen": 779878400 }, { "epoch": 0.28, "learning_rate": 0.00036415973141668245, "loss": 2.7528, "theoretical_loss": 3.737968986226954, "tokens_seen": 781189120 }, { "epoch": 0.28, "learning_rate": 0.00036392330243994705, "loss": 2.8357, "theoretical_loss": 3.7373452532157208, "tokens_seen": 782499840 }, { "epoch": 0.28, "learning_rate": 0.00036368687346321164, "loss": 2.836, "theoretical_loss": 3.736722856089904, "tokens_seen": 783810560 }, { "epoch": 0.28, "learning_rate": 0.0003634504444864763, "loss": 2.8279, "theoretical_loss": 3.736101789761605, "tokens_seen": 785121280 }, { "epoch": 0.28, "objective/train/docs_used": 440553, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.734668493270874, "objective/train/theoretical_loss": 3.735482049170753, "objective/train/tokens_used": 806892000, "theoretical_loss": 3.735482049170753, "tokens_seen": 786432000 }, { "epoch": 0.28, "learning_rate": 0.0003632140155097409, "loss": 2.8129, "theoretical_loss": 3.735482049170753, "tokens_seen": 786432000 }, { "epoch": 0.28, "learning_rate": 0.0003629775865330055, "loss": 2.8144, "theoretical_loss": 3.734863629284911, "tokens_seen": 787742720 }, { "epoch": 0.28, "learning_rate": 0.00036274115755627014, "loss": 2.8018, "theoretical_loss": 3.7342465250990777, "tokens_seen": 789053440 }, { "epoch": 0.28, "learning_rate": 0.0003625047285795347, "loss": 2.7858, "theoretical_loss": 3.7336307316354933, "tokens_seen": 790364160 }, { "epoch": 0.28, "learning_rate": 0.00036226829960279934, "loss": 2.8347, "theoretical_loss": 3.7330162439434442, "tokens_seen": 791674880 }, { "epoch": 0.28, "learning_rate": 0.000362031870626064, "loss": 2.8298, "theoretical_loss": 3.7324030570990736, "tokens_seen": 792985600 }, { "epoch": 0.28, "learning_rate": 0.00036179544164932853, "loss": 2.8485, "theoretical_loss": 3.7317911662051912, "tokens_seen": 794296320 }, { "epoch": 0.28, "learning_rate": 0.0003615590126725932, "loss": 2.7562, "theoretical_loss": 3.731180566391086, "tokens_seen": 795607040 }, { "epoch": 0.28, "learning_rate": 0.0003613225836958578, "loss": 2.8055, "theoretical_loss": 3.7305712528123367, "tokens_seen": 796917760 }, { "epoch": 0.29, "learning_rate": 0.0003610861547191224, "loss": 2.8396, "theoretical_loss": 3.729963220650631, "tokens_seen": 798228480 }, { "epoch": 0.29, "learning_rate": 0.000360849725742387, "loss": 2.8725, "theoretical_loss": 3.729356465113578, "tokens_seen": 799539200 }, { "epoch": 0.29, "learning_rate": 0.00036061329676565163, "loss": 2.8118, "theoretical_loss": 3.7287509814345317, "tokens_seen": 800849920 }, { "epoch": 0.29, "learning_rate": 0.0003603768677889162, "loss": 2.8708, "theoretical_loss": 3.7281467648724043, "tokens_seen": 802160640 }, { "epoch": 0.29, "learning_rate": 0.0003601404388121808, "loss": 2.7887, "theoretical_loss": 3.727543810711495, "tokens_seen": 803471360 }, { "epoch": 0.29, "learning_rate": 0.0003599040098354455, "loss": 2.7755, "theoretical_loss": 3.7269421142613055, "tokens_seen": 804782080 }, { "epoch": 0.29, "learning_rate": 0.00035966758085871, "loss": 2.8072, "theoretical_loss": 3.7263416708563715, "tokens_seen": 806092800 }, { "epoch": 0.29, "learning_rate": 0.00035943115188197467, "loss": 2.8006, "theoretical_loss": 3.725742475856083, "tokens_seen": 807403520 }, { "epoch": 0.29, "learning_rate": 0.00035919472290523927, "loss": 2.86, "theoretical_loss": 3.7251445246445147, "tokens_seen": 808714240 }, { "epoch": 0.29, "learning_rate": 0.00035895829392850387, "loss": 2.8171, "theoretical_loss": 3.724547812630255, "tokens_seen": 810024960 }, { "epoch": 0.29, "learning_rate": 0.0003587218649517685, "loss": 2.8207, "theoretical_loss": 3.7239523352462354, "tokens_seen": 811335680 }, { "epoch": 0.29, "learning_rate": 0.00035848543597503306, "loss": 2.8229, "theoretical_loss": 3.7233580879495616, "tokens_seen": 812646400 }, { "epoch": 0.29, "learning_rate": 0.0003582490069982977, "loss": 2.7929, "theoretical_loss": 3.72276506622135, "tokens_seen": 813957120 }, { "epoch": 0.29, "learning_rate": 0.00035801257802156236, "loss": 2.8218, "theoretical_loss": 3.722173265566559, "tokens_seen": 815267840 }, { "epoch": 0.29, "learning_rate": 0.0003577761490448269, "loss": 2.8068, "theoretical_loss": 3.7215826815138264, "tokens_seen": 816578560 }, { "epoch": 0.29, "learning_rate": 0.0003575515415169283, "loss": 2.8181, "theoretical_loss": 3.720993309615307, "tokens_seen": 817889280 }, { "epoch": 0.29, "learning_rate": 0.00035731511254019296, "loss": 2.8018, "theoretical_loss": 3.720405145446512, "tokens_seen": 819200000 }, { "epoch": 0.29, "learning_rate": 0.0003570786835634575, "loss": 2.8138, "theoretical_loss": 3.719818184606148, "tokens_seen": 820510720 }, { "epoch": 0.29, "learning_rate": 0.00035684225458672216, "loss": 2.7894, "theoretical_loss": 3.719232422715959, "tokens_seen": 821821440 }, { "epoch": 0.29, "learning_rate": 0.00035660582560998675, "loss": 2.7918, "theoretical_loss": 3.7186478554205693, "tokens_seen": 823132160 }, { "epoch": 0.29, "learning_rate": 0.00035636939663325135, "loss": 2.7905, "theoretical_loss": 3.718064478387329, "tokens_seen": 824442880 }, { "epoch": 0.29, "learning_rate": 0.000356132967656516, "loss": 2.7324, "theoretical_loss": 3.717482287306157, "tokens_seen": 825753600 }, { "epoch": 0.3, "learning_rate": 0.0003558965386797806, "loss": 2.8108, "theoretical_loss": 3.7169012778893897, "tokens_seen": 827064320 }, { "epoch": 0.3, "learning_rate": 0.0003556601097030452, "loss": 2.8041, "theoretical_loss": 3.71632144587163, "tokens_seen": 828375040 }, { "epoch": 0.3, "learning_rate": 0.0003554236807263098, "loss": 2.7985, "theoretical_loss": 3.7157427870095936, "tokens_seen": 829685760 }, { "epoch": 0.3, "learning_rate": 0.00035518725174957445, "loss": 2.7984, "theoretical_loss": 3.7151652970819615, "tokens_seen": 830996480 }, { "epoch": 0.3, "learning_rate": 0.00035495082277283904, "loss": 2.7258, "theoretical_loss": 3.714588971889232, "tokens_seen": 832307200 }, { "epoch": 0.3, "learning_rate": 0.00035471439379610364, "loss": 2.7483, "theoretical_loss": 3.7140138072535738, "tokens_seen": 833617920 }, { "epoch": 0.3, "learning_rate": 0.0003544779648193683, "loss": 2.7361, "theoretical_loss": 3.7134397990186794, "tokens_seen": 834928640 }, { "epoch": 0.3, "learning_rate": 0.00035424153584263284, "loss": 2.7957, "theoretical_loss": 3.7128669430496215, "tokens_seen": 836239360 }, { "epoch": 0.3, "learning_rate": 0.0003540051068658975, "loss": 2.7877, "theoretical_loss": 3.71229523523271, "tokens_seen": 837550080 }, { "epoch": 0.3, "learning_rate": 0.00035376867788916214, "loss": 2.7284, "theoretical_loss": 3.7117246714753485, "tokens_seen": 838860800 }, { "epoch": 0.3, "learning_rate": 0.0003535322489124267, "loss": 2.7212, "theoretical_loss": 3.7111552477058947, "tokens_seen": 840171520 }, { "epoch": 0.3, "learning_rate": 0.00035329581993569134, "loss": 2.7321, "theoretical_loss": 3.7105869598735195, "tokens_seen": 841482240 }, { "epoch": 0.3, "learning_rate": 0.00035305939095895593, "loss": 2.7422, "theoretical_loss": 3.71001980394807, "tokens_seen": 842792960 }, { "epoch": 0.3, "learning_rate": 0.00035282296198222053, "loss": 2.7512, "theoretical_loss": 3.709453775919931, "tokens_seen": 844103680 }, { "epoch": 0.3, "learning_rate": 0.0003525865330054852, "loss": 2.7337, "theoretical_loss": 3.7088888717998865, "tokens_seen": 845414400 }, { "epoch": 0.3, "learning_rate": 0.0003523501040287498, "loss": 2.7225, "theoretical_loss": 3.70832508761899, "tokens_seen": 846725120 }, { "epoch": 0.3, "learning_rate": 0.0003521136750520144, "loss": 2.781, "theoretical_loss": 3.707762419428425, "tokens_seen": 848035840 }, { "epoch": 0.3, "learning_rate": 0.000351877246075279, "loss": 2.763, "theoretical_loss": 3.7072008632993745, "tokens_seen": 849346560 }, { "epoch": 0.3, "learning_rate": 0.0003516408170985436, "loss": 2.7247, "theoretical_loss": 3.7066404153228873, "tokens_seen": 850657280 }, { "epoch": 0.3, "objective/train/docs_used": 477081, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.682365655899048, "objective/train/theoretical_loss": 3.7060810716097503, "objective/train/tokens_used": 872428000, "theoretical_loss": 3.7060810716097503, "tokens_seen": 851968000 }, { "epoch": 0.3, "learning_rate": 0.00035140438812180817, "loss": 2.7227, "theoretical_loss": 3.7060810716097503, "tokens_seen": 851968000 }, { "epoch": 0.3, "learning_rate": 0.0003511679591450728, "loss": 2.7242, "theoretical_loss": 3.7055228282903556, "tokens_seen": 853278720 }, { "epoch": 0.31, "learning_rate": 0.00035093153016833747, "loss": 2.7308, "theoretical_loss": 3.704965681514573, "tokens_seen": 854589440 }, { "epoch": 0.31, "learning_rate": 0.000350695101191602, "loss": 2.7703, "theoretical_loss": 3.7044096274516214, "tokens_seen": 855900160 }, { "epoch": 0.31, "learning_rate": 0.00035045867221486667, "loss": 2.7385, "theoretical_loss": 3.7038546622899435, "tokens_seen": 857210880 }, { "epoch": 0.31, "learning_rate": 0.00035022224323813127, "loss": 2.761, "theoretical_loss": 3.70330078223708, "tokens_seen": 858521600 }, { "epoch": 0.31, "learning_rate": 0.00034998581426139586, "loss": 2.7265, "theoretical_loss": 3.7027479835195427, "tokens_seen": 859832320 }, { "epoch": 0.31, "learning_rate": 0.0003497493852846605, "loss": 2.7332, "theoretical_loss": 3.702196262382694, "tokens_seen": 861143040 }, { "epoch": 0.31, "learning_rate": 0.0003495129563079251, "loss": 2.7538, "theoretical_loss": 3.701645615090622, "tokens_seen": 862453760 }, { "epoch": 0.31, "learning_rate": 0.0003492765273311897, "loss": 2.7039, "theoretical_loss": 3.7010960379260185, "tokens_seen": 863764480 }, { "epoch": 0.31, "learning_rate": 0.0003490400983544543, "loss": 2.6704, "theoretical_loss": 3.7005475271900616, "tokens_seen": 865075200 }, { "epoch": 0.31, "learning_rate": 0.00034880366937771896, "loss": 2.7704, "theoretical_loss": 3.7000000792022916, "tokens_seen": 866385920 }, { "epoch": 0.31, "learning_rate": 0.00034856724040098356, "loss": 2.7561, "theoretical_loss": 3.699453690300495, "tokens_seen": 867696640 }, { "epoch": 0.31, "learning_rate": 0.00034833081142424815, "loss": 2.7399, "theoretical_loss": 3.698908356840586, "tokens_seen": 869007360 }, { "epoch": 0.31, "learning_rate": 0.0003480943824475128, "loss": 2.7376, "theoretical_loss": 3.6983640751964897, "tokens_seen": 870318080 }, { "epoch": 0.31, "learning_rate": 0.00034785795347077735, "loss": 2.7489, "theoretical_loss": 3.697820841760025, "tokens_seen": 871628800 }, { "epoch": 0.31, "learning_rate": 0.000347621524494042, "loss": 2.7743, "theoretical_loss": 3.697278652940791, "tokens_seen": 872939520 }, { "epoch": 0.31, "learning_rate": 0.00034738509551730665, "loss": 2.7589, "theoretical_loss": 3.6967375051660527, "tokens_seen": 874250240 }, { "epoch": 0.31, "learning_rate": 0.0003471486665405712, "loss": 2.7634, "theoretical_loss": 3.6961973948806266, "tokens_seen": 875560960 }, { "epoch": 0.31, "learning_rate": 0.00034691223756383585, "loss": 2.7023, "theoretical_loss": 3.6956583185467693, "tokens_seen": 876871680 }, { "epoch": 0.31, "learning_rate": 0.00034667580858710044, "loss": 2.701, "theoretical_loss": 3.6951202726440666, "tokens_seen": 878182400 }, { "epoch": 0.31, "learning_rate": 0.00034643937961036504, "loss": 2.7733, "theoretical_loss": 3.6945832536693204, "tokens_seen": 879493120 }, { "epoch": 0.31, "learning_rate": 0.00034620295063362964, "loss": 2.8073, "theoretical_loss": 3.6940472581364423, "tokens_seen": 880803840 }, { "epoch": 0.32, "learning_rate": 0.0003459665216568943, "loss": 2.7698, "theoretical_loss": 3.6935122825763433, "tokens_seen": 882114560 }, { "epoch": 0.32, "learning_rate": 0.0003457300926801589, "loss": 2.761, "theoretical_loss": 3.692978323536824, "tokens_seen": 883425280 }, { "epoch": 0.32, "learning_rate": 0.0003454936637034235, "loss": 2.8038, "theoretical_loss": 3.6924453775824704, "tokens_seen": 884736000 }, { "epoch": 0.32, "learning_rate": 0.00034525723472668814, "loss": 2.7369, "theoretical_loss": 3.6919134412945462, "tokens_seen": 886046720 }, { "epoch": 0.32, "learning_rate": 0.0003450208057499527, "loss": 2.7994, "theoretical_loss": 3.691382511270887, "tokens_seen": 887357440 }, { "epoch": 0.32, "learning_rate": 0.00034478437677321733, "loss": 2.7174, "theoretical_loss": 3.6908525841257953, "tokens_seen": 888668160 }, { "epoch": 0.32, "learning_rate": 0.000344547947796482, "loss": 2.729, "theoretical_loss": 3.6903236564899395, "tokens_seen": 889978880 }, { "epoch": 0.32, "learning_rate": 0.00034431151881974653, "loss": 2.7324, "theoretical_loss": 3.6897957250102467, "tokens_seen": 891289600 }, { "epoch": 0.32, "learning_rate": 0.0003440750898430112, "loss": 2.7016, "theoretical_loss": 3.6892687863498024, "tokens_seen": 892600320 }, { "epoch": 0.32, "learning_rate": 0.0003438386608662758, "loss": 2.7708, "theoretical_loss": 3.6887428371877506, "tokens_seen": 893911040 }, { "epoch": 0.32, "learning_rate": 0.0003436022318895404, "loss": 2.7147, "theoretical_loss": 3.688217874219191, "tokens_seen": 895221760 }, { "epoch": 0.32, "learning_rate": 0.000343365802912805, "loss": 2.7911, "theoretical_loss": 3.6876938941550783, "tokens_seen": 896532480 }, { "epoch": 0.32, "learning_rate": 0.0003431293739360696, "loss": 2.759, "theoretical_loss": 3.6871708937221275, "tokens_seen": 897843200 }, { "epoch": 0.32, "learning_rate": 0.0003428929449593342, "loss": 2.7408, "theoretical_loss": 3.686648869662709, "tokens_seen": 899153920 }, { "epoch": 0.32, "learning_rate": 0.0003426565159825988, "loss": 2.7732, "theoretical_loss": 3.6861278187347573, "tokens_seen": 900464640 }, { "epoch": 0.32, "learning_rate": 0.00034242008700586347, "loss": 2.7327, "theoretical_loss": 3.6856077377116696, "tokens_seen": 901775360 }, { "epoch": 0.32, "learning_rate": 0.00034218365802912807, "loss": 2.6724, "theoretical_loss": 3.685088623382213, "tokens_seen": 903086080 }, { "epoch": 0.32, "learning_rate": 0.00034194722905239266, "loss": 2.7484, "theoretical_loss": 3.6845704725504254, "tokens_seen": 904396800 }, { "epoch": 0.32, "learning_rate": 0.0003417108000756573, "loss": 2.7001, "theoretical_loss": 3.684053282035526, "tokens_seen": 905707520 }, { "epoch": 0.32, "learning_rate": 0.00034147437109892186, "loss": 2.7018, "theoretical_loss": 3.6835370486718153, "tokens_seen": 907018240 }, { "epoch": 0.32, "learning_rate": 0.0003412379421221865, "loss": 2.718, "theoretical_loss": 3.6830217693085876, "tokens_seen": 908328960 }, { "epoch": 0.32, "learning_rate": 0.00034100151314545116, "loss": 2.6959, "theoretical_loss": 3.682507440810034, "tokens_seen": 909639680 }, { "epoch": 0.33, "learning_rate": 0.0003407650841687157, "loss": 2.7146, "theoretical_loss": 3.6819940600551533, "tokens_seen": 910950400 }, { "epoch": 0.33, "learning_rate": 0.00034052865519198036, "loss": 2.7645, "theoretical_loss": 3.6814816239376595, "tokens_seen": 912261120 }, { "epoch": 0.33, "learning_rate": 0.00034029222621524496, "loss": 2.8214, "theoretical_loss": 3.6809701293658934, "tokens_seen": 913571840 }, { "epoch": 0.33, "learning_rate": 0.00034005579723850955, "loss": 2.8067, "theoretical_loss": 3.6804595732627297, "tokens_seen": 914882560 }, { "epoch": 0.33, "learning_rate": 0.00033981936826177415, "loss": 2.7421, "theoretical_loss": 3.6799499525654915, "tokens_seen": 916193280 }, { "epoch": 0.33, "objective/train/docs_used": 513033, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.9703891277313232, "objective/train/theoretical_loss": 3.6794412642258583, "objective/train/tokens_used": 937964000, "theoretical_loss": 3.6794412642258583, "tokens_seen": 917504000 }, { "epoch": 0.33, "learning_rate": 0.0003395829392850388, "loss": 2.7474, "theoretical_loss": 3.6794412642258583, "tokens_seen": 917504000 }, { "epoch": 0.33, "learning_rate": 0.0003393465103083034, "loss": 2.7983, "theoretical_loss": 3.6789335052097814, "tokens_seen": 918814720 }, { "epoch": 0.33, "learning_rate": 0.000339110081331568, "loss": 2.7745, "theoretical_loss": 3.6784266724973946, "tokens_seen": 920125440 }, { "epoch": 0.33, "learning_rate": 0.00033887365235483265, "loss": 2.7142, "theoretical_loss": 3.6779207630829296, "tokens_seen": 921436160 }, { "epoch": 0.33, "learning_rate": 0.0003386372233780972, "loss": 2.717, "theoretical_loss": 3.677415773974629, "tokens_seen": 922746880 }, { "epoch": 0.33, "learning_rate": 0.00033840079440136184, "loss": 2.7773, "theoretical_loss": 3.6769117021946625, "tokens_seen": 924057600 }, { "epoch": 0.33, "learning_rate": 0.0003381643654246265, "loss": 2.75, "theoretical_loss": 3.676408544779039, "tokens_seen": 925368320 }, { "epoch": 0.33, "learning_rate": 0.00033792793644789104, "loss": 2.7044, "theoretical_loss": 3.6759062987775293, "tokens_seen": 926679040 }, { "epoch": 0.33, "learning_rate": 0.0003376915074711557, "loss": 2.7295, "theoretical_loss": 3.6754049612535753, "tokens_seen": 927989760 }, { "epoch": 0.33, "learning_rate": 0.0003374550784944203, "loss": 2.7905, "theoretical_loss": 3.6749045292842126, "tokens_seen": 929300480 }, { "epoch": 0.33, "learning_rate": 0.0003372186495176849, "loss": 2.7737, "theoretical_loss": 3.674404999959987, "tokens_seen": 930611200 }, { "epoch": 0.33, "learning_rate": 0.00033698222054094954, "loss": 2.7701, "theoretical_loss": 3.6739063703848718, "tokens_seen": 931921920 }, { "epoch": 0.33, "learning_rate": 0.00033674579156421413, "loss": 2.7763, "theoretical_loss": 3.6734086376761907, "tokens_seen": 933232640 }, { "epoch": 0.33, "learning_rate": 0.00033650936258747873, "loss": 2.7574, "theoretical_loss": 3.6729117989645332, "tokens_seen": 934543360 }, { "epoch": 0.33, "learning_rate": 0.00033627293361074333, "loss": 2.7159, "theoretical_loss": 3.6724158513936773, "tokens_seen": 935854080 }, { "epoch": 0.33, "learning_rate": 0.000336036504634008, "loss": 2.7697, "theoretical_loss": 3.6719207921205115, "tokens_seen": 937164800 }, { "epoch": 0.34, "learning_rate": 0.0003358000756572726, "loss": 2.7389, "theoretical_loss": 3.6714266183149533, "tokens_seen": 938475520 }, { "epoch": 0.34, "learning_rate": 0.0003355636466805372, "loss": 2.7541, "theoretical_loss": 3.670933327159875, "tokens_seen": 939786240 }, { "epoch": 0.34, "learning_rate": 0.00033532721770380183, "loss": 2.7769, "theoretical_loss": 3.670440915851024, "tokens_seen": 941096960 }, { "epoch": 0.34, "learning_rate": 0.00033509078872706637, "loss": 2.7759, "theoretical_loss": 3.6699493815969464, "tokens_seen": 942407680 }, { "epoch": 0.34, "learning_rate": 0.000334854359750331, "loss": 2.751, "theoretical_loss": 3.6694587216189114, "tokens_seen": 943718400 }, { "epoch": 0.34, "learning_rate": 0.00033461793077359557, "loss": 2.7233, "theoretical_loss": 3.6689689331508366, "tokens_seen": 945029120 }, { "epoch": 0.34, "learning_rate": 0.0003343815017968602, "loss": 2.7527, "theoretical_loss": 3.6684800134392104, "tokens_seen": 946339840 }, { "epoch": 0.34, "learning_rate": 0.00033414507282012487, "loss": 2.7004, "theoretical_loss": 3.6679919597430213, "tokens_seen": 947650560 }, { "epoch": 0.34, "learning_rate": 0.0003339086438433894, "loss": 2.728, "theoretical_loss": 3.6675047693336795, "tokens_seen": 948961280 }, { "epoch": 0.34, "learning_rate": 0.00033367221486665406, "loss": 2.7098, "theoretical_loss": 3.6670184394949477, "tokens_seen": 950272000 }, { "epoch": 0.34, "learning_rate": 0.00033343578588991866, "loss": 2.8082, "theoretical_loss": 3.6665329675228646, "tokens_seen": 951582720 }, { "epoch": 0.34, "learning_rate": 0.00033319935691318326, "loss": 2.7153, "theoretical_loss": 3.666048350725677, "tokens_seen": 952893440 }, { "epoch": 0.34, "learning_rate": 0.0003329629279364479, "loss": 2.7102, "theoretical_loss": 3.6655645864237627, "tokens_seen": 954204160 }, { "epoch": 0.34, "learning_rate": 0.0003327264989597125, "loss": 2.6854, "theoretical_loss": 3.6650816719495625, "tokens_seen": 955514880 }, { "epoch": 0.34, "learning_rate": 0.0003324900699829771, "loss": 2.677, "theoretical_loss": 3.6645996046475107, "tokens_seen": 956825600 }, { "epoch": 0.34, "learning_rate": 0.0003322536410062417, "loss": 2.694, "theoretical_loss": 3.664118381873961, "tokens_seen": 958136320 }, { "epoch": 0.34, "learning_rate": 0.00033201721202950635, "loss": 2.6956, "theoretical_loss": 3.66363800099712, "tokens_seen": 959447040 }, { "epoch": 0.34, "learning_rate": 0.00033178078305277095, "loss": 2.6896, "theoretical_loss": 3.6631584593969757, "tokens_seen": 960757760 }, { "epoch": 0.34, "learning_rate": 0.00033154435407603555, "loss": 2.676, "theoretical_loss": 3.6626797544652305, "tokens_seen": 962068480 }, { "epoch": 0.34, "learning_rate": 0.0003313079250993002, "loss": 2.661, "theoretical_loss": 3.6622018836052317, "tokens_seen": 963379200 }, { "epoch": 0.34, "learning_rate": 0.00033107149612256474, "loss": 2.6784, "theoretical_loss": 3.6617248442319053, "tokens_seen": 964689920 }, { "epoch": 0.35, "learning_rate": 0.00033084688859466615, "loss": 2.7124, "theoretical_loss": 3.661248633771687, "tokens_seen": 966000640 }, { "epoch": 0.35, "learning_rate": 0.00033062228106676755, "loss": 2.7365, "theoretical_loss": 3.6607732496624568, "tokens_seen": 967311360 }, { "epoch": 0.35, "learning_rate": 0.00033038585209003215, "loss": 2.7163, "theoretical_loss": 3.660298689353471, "tokens_seen": 968622080 }, { "epoch": 0.35, "learning_rate": 0.00033014942311329675, "loss": 2.6828, "theoretical_loss": 3.659824950305297, "tokens_seen": 969932800 }, { "epoch": 0.35, "learning_rate": 0.0003299129941365614, "loss": 2.749, "theoretical_loss": 3.6593520299897513, "tokens_seen": 971243520 }, { "epoch": 0.35, "learning_rate": 0.000329676565159826, "loss": 2.7235, "theoretical_loss": 3.6588799258898277, "tokens_seen": 972554240 }, { "epoch": 0.35, "learning_rate": 0.0003294401361830906, "loss": 2.7695, "theoretical_loss": 3.65840863549964, "tokens_seen": 973864960 }, { "epoch": 0.35, "learning_rate": 0.00032920370720635524, "loss": 2.7298, "theoretical_loss": 3.6579381563243527, "tokens_seen": 975175680 }, { "epoch": 0.35, "learning_rate": 0.0003289672782296198, "loss": 2.7102, "theoretical_loss": 3.6574684858801207, "tokens_seen": 976486400 }, { "epoch": 0.35, "learning_rate": 0.00032873084925288444, "loss": 2.6791, "theoretical_loss": 3.656999621694025, "tokens_seen": 977797120 }, { "epoch": 0.35, "learning_rate": 0.0003284944202761491, "loss": 2.6754, "theoretical_loss": 3.65653156130401, "tokens_seen": 979107840 }, { "epoch": 0.35, "learning_rate": 0.00032825799129941363, "loss": 2.6584, "theoretical_loss": 3.6560643022588217, "tokens_seen": 980418560 }, { "epoch": 0.35, "learning_rate": 0.0003280215623226783, "loss": 2.7284, "theoretical_loss": 3.655597842117945, "tokens_seen": 981729280 }, { "debugging/Self-BLEU-5": 0.5483677763402848, "debugging/distinct-1-grams": 0.7892743979655746, "debugging/distinct-2-grams": 0.9538096028345523, "debugging/entropy-1-grams": 6.171578287824214, "debugging/entropy-2-grams": 7.07806555195415, "debugging/length": 523.5294117647059, "debugging/num_segments": 17, "epoch": 0.35, "objective/train/docs_used": 548797, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.521967649459839, "objective/train/theoretical_loss": 3.6551321784515434, "objective/train/tokens_used": 1003500000, "theoretical_loss": 3.6551321784515434, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003277851333459429, "loss": 2.7408, "theoretical_loss": 3.6551321784515434, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003275487043692075, "loss": 2.6923, "theoretical_loss": 3.6546673088403985, "tokens_seen": 984350720 }, { "epoch": 0.35, "learning_rate": 0.0003273122753924721, "loss": 2.69, "theoretical_loss": 3.654203230875848, "tokens_seen": 985661440 }, { "epoch": 0.35, "learning_rate": 0.00032707584641573673, "loss": 2.6432, "theoretical_loss": 3.653739942159728, "tokens_seen": 986972160 }, { "epoch": 0.35, "learning_rate": 0.0003268394174390013, "loss": 2.6929, "theoretical_loss": 3.65327744030431, "tokens_seen": 988282880 }, { "epoch": 0.35, "learning_rate": 0.0003266029884622659, "loss": 2.6817, "theoretical_loss": 3.6528157229322447, "tokens_seen": 989593600 }, { "epoch": 0.35, "learning_rate": 0.0003263665594855306, "loss": 2.7071, "theoretical_loss": 3.6523547876765017, "tokens_seen": 990904320 }, { "epoch": 0.35, "learning_rate": 0.0003261301305087951, "loss": 2.7686, "theoretical_loss": 3.651894632180312, "tokens_seen": 992215040 }, { "epoch": 0.35, "learning_rate": 0.00032589370153205977, "loss": 2.7383, "theoretical_loss": 3.65143525409711, "tokens_seen": 993525760 }, { "epoch": 0.36, "learning_rate": 0.0003256572725553244, "loss": 2.7726, "theoretical_loss": 3.650976651090474, "tokens_seen": 994836480 }, { "epoch": 0.36, "learning_rate": 0.00032542084357858897, "loss": 2.8484, "theoretical_loss": 3.650518820834072, "tokens_seen": 996147200 }, { "epoch": 0.36, "learning_rate": 0.0003251844146018536, "loss": 2.8759, "theoretical_loss": 3.650061761011603, "tokens_seen": 997457920 }, { "epoch": 0.36, "learning_rate": 0.0003249479856251182, "loss": 2.8348, "theoretical_loss": 3.649605469316742, "tokens_seen": 998768640 }, { "epoch": 0.36, "learning_rate": 0.0003247115566483828, "loss": 2.8273, "theoretical_loss": 3.6491499434530814, "tokens_seen": 1000079360 }, { "epoch": 0.36, "learning_rate": 0.00032447512767164746, "loss": 2.9085, "theoretical_loss": 3.648695181134078, "tokens_seen": 1001390080 }, { "epoch": 0.36, "learning_rate": 0.00032423869869491206, "loss": 2.8267, "theoretical_loss": 3.648241180082998, "tokens_seen": 1002700800 }, { "epoch": 0.36, "learning_rate": 0.00032400226971817666, "loss": 2.8412, "theoretical_loss": 3.64778793803286, "tokens_seen": 1004011520 }, { "epoch": 0.36, "learning_rate": 0.00032376584074144126, "loss": 2.8551, "theoretical_loss": 3.6473354527263813, "tokens_seen": 1005322240 }, { "epoch": 0.36, "learning_rate": 0.0003235294117647059, "loss": 2.8016, "theoretical_loss": 3.6468837219159256, "tokens_seen": 1006632960 }, { "epoch": 0.36, "learning_rate": 0.0003232929827879705, "loss": 2.8096, "theoretical_loss": 3.6464327433634467, "tokens_seen": 1007943680 }, { "epoch": 0.36, "learning_rate": 0.0003230565538112351, "loss": 2.8058, "theoretical_loss": 3.645982514840437, "tokens_seen": 1009254400 }, { "epoch": 0.36, "learning_rate": 0.00032282012483449975, "loss": 2.8067, "theoretical_loss": 3.6455330341278733, "tokens_seen": 1010565120 }, { "epoch": 0.36, "learning_rate": 0.0003225836958577643, "loss": 2.7943, "theoretical_loss": 3.645084299016166, "tokens_seen": 1011875840 }, { "epoch": 0.36, "learning_rate": 0.00032234726688102895, "loss": 2.8197, "theoretical_loss": 3.644636307305104, "tokens_seen": 1013186560 }, { "epoch": 0.36, "learning_rate": 0.00032211083790429355, "loss": 2.8741, "theoretical_loss": 3.644189056803805, "tokens_seen": 1014497280 }, { "epoch": 0.36, "learning_rate": 0.00032187440892755814, "loss": 2.7665, "theoretical_loss": 3.6437425453306638, "tokens_seen": 1015808000 }, { "epoch": 0.36, "learning_rate": 0.0003216379799508228, "loss": 2.7972, "theoretical_loss": 3.643296770713301, "tokens_seen": 1017118720 }, { "epoch": 0.36, "learning_rate": 0.0003214015509740874, "loss": 2.8233, "theoretical_loss": 3.642851730788511, "tokens_seen": 1018429440 }, { "epoch": 0.36, "learning_rate": 0.000321165121997352, "loss": 2.812, "theoretical_loss": 3.642407423402213, "tokens_seen": 1019740160 }, { "epoch": 0.36, "learning_rate": 0.0003209286930206166, "loss": 2.8244, "theoretical_loss": 3.641963846409399, "tokens_seen": 1021050880 }, { "epoch": 0.37, "learning_rate": 0.00032069226404388124, "loss": 2.8051, "theoretical_loss": 3.641520997674087, "tokens_seen": 1022361600 }, { "epoch": 0.37, "learning_rate": 0.00032045583506714584, "loss": 2.7976, "theoretical_loss": 3.641078875069269, "tokens_seen": 1023672320 }, { "epoch": 0.37, "learning_rate": 0.00032021940609041044, "loss": 2.7887, "theoretical_loss": 3.640637476476862, "tokens_seen": 1024983040 }, { "epoch": 0.37, "learning_rate": 0.0003199829771136751, "loss": 2.7397, "theoretical_loss": 3.64019679978766, "tokens_seen": 1026293760 }, { "epoch": 0.37, "learning_rate": 0.00031974654813693963, "loss": 2.7836, "theoretical_loss": 3.639756842901286, "tokens_seen": 1027604480 }, { "epoch": 0.37, "learning_rate": 0.0003195101191602043, "loss": 2.8272, "theoretical_loss": 3.639317603726142, "tokens_seen": 1028915200 }, { "epoch": 0.37, "learning_rate": 0.00031927369018346893, "loss": 2.7717, "theoretical_loss": 3.638879080179364, "tokens_seen": 1030225920 }, { "epoch": 0.37, "learning_rate": 0.0003190372612067335, "loss": 2.7526, "theoretical_loss": 3.63844127018677, "tokens_seen": 1031536640 }, { "epoch": 0.37, "learning_rate": 0.00031880083222999813, "loss": 2.7991, "theoretical_loss": 3.6380041716828186, "tokens_seen": 1032847360 }, { "epoch": 0.37, "learning_rate": 0.0003185644032532627, "loss": 2.767, "theoretical_loss": 3.637567782610558, "tokens_seen": 1034158080 }, { "epoch": 0.37, "learning_rate": 0.0003183279742765273, "loss": 2.7628, "theoretical_loss": 3.637132100921579, "tokens_seen": 1035468800 }, { "epoch": 0.37, "learning_rate": 0.000318091545299792, "loss": 2.7679, "theoretical_loss": 3.6366971245759734, "tokens_seen": 1036779520 }, { "epoch": 0.37, "learning_rate": 0.00031785511632305657, "loss": 2.7715, "theoretical_loss": 3.6362628515422815, "tokens_seen": 1038090240 }, { "epoch": 0.37, "learning_rate": 0.00031761868734632117, "loss": 2.7894, "theoretical_loss": 3.635829279797453, "tokens_seen": 1039400960 }, { "epoch": 0.37, "learning_rate": 0.00031738225836958577, "loss": 2.7991, "theoretical_loss": 3.6353964073267964, "tokens_seen": 1040711680 }, { "epoch": 0.37, "learning_rate": 0.0003171458293928504, "loss": 2.8076, "theoretical_loss": 3.6349642321239375, "tokens_seen": 1042022400 }, { "epoch": 0.37, "learning_rate": 0.000316909400416115, "loss": 2.7328, "theoretical_loss": 3.6345327521907724, "tokens_seen": 1043333120 }, { "epoch": 0.37, "learning_rate": 0.0003166729714393796, "loss": 2.8094, "theoretical_loss": 3.6341019655374245, "tokens_seen": 1044643840 }, { "epoch": 0.37, "learning_rate": 0.00031643654246264427, "loss": 2.8167, "theoretical_loss": 3.6336718701821997, "tokens_seen": 1045954560 }, { "epoch": 0.37, "learning_rate": 0.0003162001134859088, "loss": 2.8122, "theoretical_loss": 3.633242464151543, "tokens_seen": 1047265280 }, { "epoch": 0.37, "objective/train/docs_used": 582102, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.794548511505127, "objective/train/theoretical_loss": 3.632813745479994, "objective/train/tokens_used": 1069036000, "theoretical_loss": 3.632813745479994, "tokens_seen": 1048576000 }, { "epoch": 0.37, "learning_rate": 0.00031596368450917346, "loss": 2.7677, "theoretical_loss": 3.632813745479994, "tokens_seen": 1048576000 }, { "epoch": 0.37, "learning_rate": 0.00031572725553243806, "loss": 2.7831, "theoretical_loss": 3.6323857122101444, "tokens_seen": 1049886720 }, { "epoch": 0.38, "learning_rate": 0.00031549082655570266, "loss": 2.7946, "theoretical_loss": 3.631958362392595, "tokens_seen": 1051197440 }, { "epoch": 0.38, "learning_rate": 0.0003152543975789673, "loss": 2.7869, "theoretical_loss": 3.631531694085914, "tokens_seen": 1052508160 }, { "epoch": 0.38, "learning_rate": 0.0003150179686022319, "loss": 2.8095, "theoretical_loss": 3.6311057053565907, "tokens_seen": 1053818880 }, { "epoch": 0.38, "learning_rate": 0.0003147815396254965, "loss": 2.8055, "theoretical_loss": 3.6306803942789987, "tokens_seen": 1055129600 }, { "epoch": 0.38, "learning_rate": 0.0003145451106487611, "loss": 2.7616, "theoretical_loss": 3.63025575893535, "tokens_seen": 1056440320 }, { "epoch": 0.38, "learning_rate": 0.00031430868167202575, "loss": 2.7888, "theoretical_loss": 3.6298317974156555, "tokens_seen": 1057751040 }, { "epoch": 0.38, "learning_rate": 0.00031407225269529035, "loss": 2.7503, "theoretical_loss": 3.629408507817682, "tokens_seen": 1059061760 }, { "epoch": 0.38, "learning_rate": 0.00031383582371855495, "loss": 2.7281, "theoretical_loss": 3.6289858882469135, "tokens_seen": 1060372480 }, { "epoch": 0.38, "learning_rate": 0.0003135993947418196, "loss": 2.7001, "theoretical_loss": 3.6285639368165077, "tokens_seen": 1061683200 }, { "epoch": 0.38, "learning_rate": 0.00031336296576508414, "loss": 2.7484, "theoretical_loss": 3.6281426516472584, "tokens_seen": 1062993920 }, { "epoch": 0.38, "learning_rate": 0.0003131265367883488, "loss": 2.7319, "theoretical_loss": 3.627722030867552, "tokens_seen": 1064304640 }, { "epoch": 0.38, "learning_rate": 0.00031289010781161345, "loss": 2.7823, "theoretical_loss": 3.62730207261333, "tokens_seen": 1065615360 }, { "epoch": 0.38, "learning_rate": 0.000312653678834878, "loss": 2.7401, "theoretical_loss": 3.626882775028048, "tokens_seen": 1066926080 }, { "epoch": 0.38, "learning_rate": 0.00031241724985814264, "loss": 2.7448, "theoretical_loss": 3.6264641362626375, "tokens_seen": 1068236800 }, { "epoch": 0.38, "learning_rate": 0.00031218082088140724, "loss": 2.7133, "theoretical_loss": 3.626046154475465, "tokens_seen": 1069547520 }, { "epoch": 0.38, "learning_rate": 0.00031194439190467183, "loss": 2.7846, "theoretical_loss": 3.625628827832294, "tokens_seen": 1070858240 }, { "epoch": 0.38, "learning_rate": 0.0003117079629279365, "loss": 2.7132, "theoretical_loss": 3.625212154506246, "tokens_seen": 1072168960 }, { "epoch": 0.38, "learning_rate": 0.0003114715339512011, "loss": 2.7165, "theoretical_loss": 3.624796132677763, "tokens_seen": 1073479680 }, { "epoch": 0.38, "learning_rate": 0.0003112351049744657, "loss": 2.6974, "theoretical_loss": 3.624380760534567, "tokens_seen": 1074790400 }, { "epoch": 0.38, "learning_rate": 0.0003109986759977303, "loss": 2.672, "theoretical_loss": 3.6239660362716246, "tokens_seen": 1076101120 }, { "epoch": 0.38, "learning_rate": 0.00031076224702099493, "loss": 2.7422, "theoretical_loss": 3.623551958091108, "tokens_seen": 1077411840 }, { "epoch": 0.39, "learning_rate": 0.0003105258180442595, "loss": 2.7931, "theoretical_loss": 3.623138524202358, "tokens_seen": 1078722560 }, { "epoch": 0.39, "learning_rate": 0.0003102893890675241, "loss": 2.7098, "theoretical_loss": 3.622725732821844, "tokens_seen": 1080033280 }, { "epoch": 0.39, "learning_rate": 0.0003100529600907888, "loss": 2.7654, "theoretical_loss": 3.622313582173133, "tokens_seen": 1081344000 }, { "epoch": 0.39, "learning_rate": 0.0003098165311140533, "loss": 2.7464, "theoretical_loss": 3.621902070486846, "tokens_seen": 1082654720 }, { "epoch": 0.39, "learning_rate": 0.00030958010213731797, "loss": 2.7268, "theoretical_loss": 3.6214911960006275, "tokens_seen": 1083965440 }, { "epoch": 0.39, "learning_rate": 0.00030934367316058257, "loss": 2.7577, "theoretical_loss": 3.621080956959104, "tokens_seen": 1085276160 }, { "epoch": 0.39, "learning_rate": 0.00030910724418384717, "loss": 2.7286, "theoretical_loss": 3.6206713516138507, "tokens_seen": 1086586880 }, { "epoch": 0.39, "learning_rate": 0.0003088708152071118, "loss": 2.6756, "theoretical_loss": 3.620262378223357, "tokens_seen": 1087897600 }, { "epoch": 0.39, "learning_rate": 0.00030863438623037636, "loss": 2.7719, "theoretical_loss": 3.619854035052987, "tokens_seen": 1089208320 }, { "epoch": 0.39, "learning_rate": 0.000308397957253641, "loss": 2.7851, "theoretical_loss": 3.619446320374947, "tokens_seen": 1090519040 }, { "epoch": 0.39, "learning_rate": 0.0003081615282769056, "loss": 2.7505, "theoretical_loss": 3.61903923246825, "tokens_seen": 1091829760 }, { "epoch": 0.39, "learning_rate": 0.0003079250993001702, "loss": 2.7442, "theoretical_loss": 3.6186327696186797, "tokens_seen": 1093140480 }, { "epoch": 0.39, "learning_rate": 0.00030768867032343486, "loss": 2.757, "theoretical_loss": 3.618226930118757, "tokens_seen": 1094451200 }, { "epoch": 0.39, "learning_rate": 0.00030745224134669946, "loss": 2.7201, "theoretical_loss": 3.6178217122677045, "tokens_seen": 1095761920 }, { "epoch": 0.39, "learning_rate": 0.00030721581236996406, "loss": 2.7424, "theoretical_loss": 3.6174171143714124, "tokens_seen": 1097072640 }, { "epoch": 0.39, "learning_rate": 0.00030697938339322865, "loss": 2.6363, "theoretical_loss": 3.617013134742405, "tokens_seen": 1098383360 }, { "epoch": 0.39, "learning_rate": 0.0003067429544164933, "loss": 2.7293, "theoretical_loss": 3.616609771699806, "tokens_seen": 1099694080 }, { "epoch": 0.39, "learning_rate": 0.0003065065254397579, "loss": 2.7025, "theoretical_loss": 3.616207023569306, "tokens_seen": 1101004800 }, { "epoch": 0.39, "learning_rate": 0.0003062700964630225, "loss": 2.6649, "theoretical_loss": 3.6158048886831287, "tokens_seen": 1102315520 }, { "epoch": 0.39, "learning_rate": 0.00030603366748628715, "loss": 2.6875, "theoretical_loss": 3.6154033653799953, "tokens_seen": 1103626240 }, { "epoch": 0.39, "learning_rate": 0.0003057972385095517, "loss": 2.7062, "theoretical_loss": 3.615002452005096, "tokens_seen": 1104936960 }, { "epoch": 0.4, "learning_rate": 0.00030556080953281635, "loss": 2.6877, "theoretical_loss": 3.614602146910054, "tokens_seen": 1106247680 }, { "epoch": 0.4, "learning_rate": 0.000305324380556081, "loss": 2.744, "theoretical_loss": 3.614202448452893, "tokens_seen": 1107558400 }, { "epoch": 0.4, "learning_rate": 0.00030508795157934554, "loss": 2.6732, "theoretical_loss": 3.613803354998007, "tokens_seen": 1108869120 }, { "epoch": 0.4, "learning_rate": 0.0003048515226026102, "loss": 2.6624, "theoretical_loss": 3.6134048649161237, "tokens_seen": 1110179840 }, { "epoch": 0.4, "learning_rate": 0.0003046150936258748, "loss": 2.7612, "theoretical_loss": 3.6130069765842787, "tokens_seen": 1111490560 }, { "epoch": 0.4, "learning_rate": 0.0003043786646491394, "loss": 2.7307, "theoretical_loss": 3.6126096883857777, "tokens_seen": 1112801280 }, { "epoch": 0.4, "objective/train/docs_used": 617270, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.7352099418640137, "objective/train/theoretical_loss": 3.61221299871017, "objective/train/tokens_used": 1134572000, "theoretical_loss": 3.61221299871017, "tokens_seen": 1114112000 }, { "epoch": 0.4, "learning_rate": 0.000304142235672404, "loss": 2.7201, "theoretical_loss": 3.61221299871017, "tokens_seen": 1114112000 }, { "epoch": 0.4, "learning_rate": 0.00030390580669566864, "loss": 2.7404, "theoretical_loss": 3.611816905953212, "tokens_seen": 1115422720 }, { "epoch": 0.4, "learning_rate": 0.00030366937771893323, "loss": 2.7276, "theoretical_loss": 3.6114214085168417, "tokens_seen": 1116733440 }, { "epoch": 0.4, "learning_rate": 0.00030343294874219783, "loss": 2.7574, "theoretical_loss": 3.611026504809142, "tokens_seen": 1118044160 }, { "epoch": 0.4, "learning_rate": 0.0003031965197654625, "loss": 2.7338, "theoretical_loss": 3.6106321932443137, "tokens_seen": 1119354880 }, { "epoch": 0.4, "learning_rate": 0.000302960090788727, "loss": 2.6852, "theoretical_loss": 3.6102384722426435, "tokens_seen": 1120665600 }, { "epoch": 0.4, "learning_rate": 0.0003027236618119917, "loss": 2.7177, "theoretical_loss": 3.609845340230474, "tokens_seen": 1121976320 }, { "epoch": 0.4, "learning_rate": 0.00030248723283525633, "loss": 2.7638, "theoretical_loss": 3.6094527956401734, "tokens_seen": 1123287040 }, { "epoch": 0.4, "learning_rate": 0.0003022508038585209, "loss": 2.7358, "theoretical_loss": 3.6090608369101043, "tokens_seen": 1124597760 }, { "epoch": 0.4, "learning_rate": 0.0003020143748817855, "loss": 2.7572, "theoretical_loss": 3.6086694624845954, "tokens_seen": 1125908480 }, { "epoch": 0.4, "learning_rate": 0.0003017779459050501, "loss": 2.7159, "theoretical_loss": 3.6082786708139114, "tokens_seen": 1127219200 }, { "epoch": 0.4, "learning_rate": 0.0003015415169283147, "loss": 2.732, "theoretical_loss": 3.6078884603542223, "tokens_seen": 1128529920 }, { "epoch": 0.4, "learning_rate": 0.00030130508795157937, "loss": 2.6587, "theoretical_loss": 3.607498829567576, "tokens_seen": 1129840640 }, { "epoch": 0.4, "learning_rate": 0.00030106865897484397, "loss": 2.7247, "theoretical_loss": 3.6071097769218676, "tokens_seen": 1131151360 }, { "epoch": 0.4, "learning_rate": 0.00030083222999810857, "loss": 2.7124, "theoretical_loss": 3.606721300890811, "tokens_seen": 1132462080 }, { "epoch": 0.4, "learning_rate": 0.00030059580102137316, "loss": 2.7556, "theoretical_loss": 3.6063333999539102, "tokens_seen": 1133772800 }, { "epoch": 0.41, "learning_rate": 0.0003003593720446378, "loss": 2.7092, "theoretical_loss": 3.6059460725964305, "tokens_seen": 1135083520 }, { "epoch": 0.41, "learning_rate": 0.0003001229430679024, "loss": 2.7517, "theoretical_loss": 3.6055593173093694, "tokens_seen": 1136394240 }, { "epoch": 0.41, "learning_rate": 0.000299886514091167, "loss": 2.7249, "theoretical_loss": 3.60517313258943, "tokens_seen": 1137704960 }, { "epoch": 0.41, "learning_rate": 0.00029965008511443166, "loss": 2.6931, "theoretical_loss": 3.604787516938992, "tokens_seen": 1139015680 }, { "epoch": 0.41, "learning_rate": 0.0002994136561376962, "loss": 2.682, "theoretical_loss": 3.6044024688660823, "tokens_seen": 1140326400 }, { "epoch": 0.41, "learning_rate": 0.00029917722716096086, "loss": 2.658, "theoretical_loss": 3.604017986884349, "tokens_seen": 1141637120 }, { "epoch": 0.41, "learning_rate": 0.00029894079818422545, "loss": 2.7155, "theoretical_loss": 3.603634069513035, "tokens_seen": 1142947840 }, { "epoch": 0.41, "learning_rate": 0.00029870436920749005, "loss": 2.6954, "theoretical_loss": 3.603250715276947, "tokens_seen": 1144258560 }, { "epoch": 0.41, "learning_rate": 0.0002984679402307547, "loss": 2.6614, "theoretical_loss": 3.6028679227064306, "tokens_seen": 1145569280 }, { "epoch": 0.41, "learning_rate": 0.0002982315112540193, "loss": 2.7523, "theoretical_loss": 3.6024856903373434, "tokens_seen": 1146880000 }, { "epoch": 0.41, "learning_rate": 0.0002979950822772839, "loss": 2.7453, "theoretical_loss": 3.602104016711027, "tokens_seen": 1148190720 }, { "epoch": 0.41, "learning_rate": 0.0002977586533005485, "loss": 2.7876, "theoretical_loss": 3.6017229003742806, "tokens_seen": 1149501440 }, { "epoch": 0.41, "learning_rate": 0.00029752222432381315, "loss": 2.7734, "theoretical_loss": 3.6013423398793347, "tokens_seen": 1150812160 }, { "epoch": 0.41, "learning_rate": 0.00029728579534707775, "loss": 2.7786, "theoretical_loss": 3.600962333783824, "tokens_seen": 1152122880 }, { "epoch": 0.41, "learning_rate": 0.00029704936637034234, "loss": 2.748, "theoretical_loss": 3.6005828806507623, "tokens_seen": 1153433600 }, { "epoch": 0.41, "learning_rate": 0.000296812937393607, "loss": 2.7681, "theoretical_loss": 3.6002039790485147, "tokens_seen": 1154744320 }, { "epoch": 0.41, "learning_rate": 0.00029657650841687154, "loss": 2.724, "theoretical_loss": 3.5998256275507723, "tokens_seen": 1156055040 }, { "epoch": 0.41, "learning_rate": 0.0002963400794401362, "loss": 2.7365, "theoretical_loss": 3.5994478247365276, "tokens_seen": 1157365760 }, { "epoch": 0.41, "learning_rate": 0.00029610365046340084, "loss": 2.7361, "theoretical_loss": 3.5990705691900464, "tokens_seen": 1158676480 }, { "epoch": 0.41, "learning_rate": 0.0002958672214866654, "loss": 2.7441, "theoretical_loss": 3.5986938595008455, "tokens_seen": 1159987200 }, { "epoch": 0.41, "learning_rate": 0.00029563079250993004, "loss": 2.7271, "theoretical_loss": 3.5983176942636637, "tokens_seen": 1161297920 }, { "epoch": 0.42, "learning_rate": 0.00029539436353319463, "loss": 2.6954, "theoretical_loss": 3.597942072078439, "tokens_seen": 1162608640 }, { "epoch": 0.42, "learning_rate": 0.00029515793455645923, "loss": 2.6957, "theoretical_loss": 3.5975669915502833, "tokens_seen": 1163919360 }, { "epoch": 0.42, "learning_rate": 0.0002949215055797239, "loss": 2.6952, "theoretical_loss": 3.597192451289457, "tokens_seen": 1165230080 }, { "epoch": 0.42, "learning_rate": 0.0002946850766029885, "loss": 2.7206, "theoretical_loss": 3.5968184499113436, "tokens_seen": 1166540800 }, { "epoch": 0.42, "learning_rate": 0.0002944486476262531, "loss": 2.7274, "theoretical_loss": 3.5964449860364263, "tokens_seen": 1167851520 }, { "epoch": 0.42, "learning_rate": 0.0002942122186495177, "loss": 2.7106, "theoretical_loss": 3.5960720582902628, "tokens_seen": 1169162240 }, { "epoch": 0.42, "learning_rate": 0.00029397578967278233, "loss": 2.722, "theoretical_loss": 3.595699665303462, "tokens_seen": 1170472960 }, { "epoch": 0.42, "learning_rate": 0.0002937393606960469, "loss": 2.6853, "theoretical_loss": 3.595327805711657, "tokens_seen": 1171783680 }, { "epoch": 0.42, "learning_rate": 0.0002935029317193115, "loss": 2.7167, "theoretical_loss": 3.5949564781554857, "tokens_seen": 1173094400 }, { "epoch": 0.42, "learning_rate": 0.0002932665027425762, "loss": 2.7573, "theoretical_loss": 3.5945856812805626, "tokens_seen": 1174405120 }, { "epoch": 0.42, "learning_rate": 0.0002930300737658407, "loss": 2.7663, "theoretical_loss": 3.594215413737457, "tokens_seen": 1175715840 }, { "epoch": 0.42, "learning_rate": 0.00029279364478910537, "loss": 2.6982, "theoretical_loss": 3.5938456741816682, "tokens_seen": 1177026560 }, { "epoch": 0.42, "learning_rate": 0.00029255721581236997, "loss": 2.7246, "theoretical_loss": 3.593476461273605, "tokens_seen": 1178337280 }, { "epoch": 0.42, "objective/train/docs_used": 651196, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.479915142059326, "objective/train/theoretical_loss": 3.5931077736785584, "objective/train/tokens_used": 1200108000, "theoretical_loss": 3.5931077736785584, "tokens_seen": 1179648000 }, { "epoch": 0.42, "learning_rate": 0.00029232078683563456, "loss": 2.726, "theoretical_loss": 3.5931077736785584, "tokens_seen": 1179648000 }, { "epoch": 0.42, "learning_rate": 0.0002920843578588992, "loss": 2.7187, "theoretical_loss": 3.5927396100666806, "tokens_seen": 1180958720 }, { "epoch": 0.42, "learning_rate": 0.0002918479288821638, "loss": 2.7085, "theoretical_loss": 3.592371969112962, "tokens_seen": 1182269440 }, { "epoch": 0.42, "learning_rate": 0.0002916114999054284, "loss": 2.7093, "theoretical_loss": 3.5920048494972074, "tokens_seen": 1183580160 }, { "epoch": 0.42, "learning_rate": 0.000291375070928693, "loss": 2.7153, "theoretical_loss": 3.5916382499040136, "tokens_seen": 1184890880 }, { "epoch": 0.42, "learning_rate": 0.00029113864195195766, "loss": 2.6854, "theoretical_loss": 3.591272169022747, "tokens_seen": 1186201600 }, { "epoch": 0.42, "learning_rate": 0.00029090221297522226, "loss": 2.7137, "theoretical_loss": 3.590906605547521, "tokens_seen": 1187512320 }, { "epoch": 0.42, "learning_rate": 0.00029066578399848685, "loss": 2.7606, "theoretical_loss": 3.590541558177172, "tokens_seen": 1188823040 }, { "epoch": 0.43, "learning_rate": 0.0002904293550217515, "loss": 2.7493, "theoretical_loss": 3.5901770256152403, "tokens_seen": 1190133760 }, { "epoch": 0.43, "learning_rate": 0.00029019292604501605, "loss": 2.7247, "theoretical_loss": 3.589813006569945, "tokens_seen": 1191444480 }, { "epoch": 0.43, "learning_rate": 0.0002899564970682807, "loss": 2.715, "theoretical_loss": 3.589449499754164, "tokens_seen": 1192755200 }, { "epoch": 0.43, "learning_rate": 0.00028972006809154535, "loss": 2.7259, "theoretical_loss": 3.5890865038854103, "tokens_seen": 1194065920 }, { "epoch": 0.43, "learning_rate": 0.0002894836391148099, "loss": 2.6994, "theoretical_loss": 3.5887240176858115, "tokens_seen": 1195376640 }, { "epoch": 0.43, "learning_rate": 0.00028924721013807455, "loss": 2.6993, "theoretical_loss": 3.588362039882088, "tokens_seen": 1196687360 }, { "epoch": 0.43, "learning_rate": 0.00028901078116133915, "loss": 2.7149, "theoretical_loss": 3.5880005692055317, "tokens_seen": 1197998080 }, { "epoch": 0.43, "learning_rate": 0.00028877435218460374, "loss": 2.6354, "theoretical_loss": 3.5876396043919834, "tokens_seen": 1199308800 }, { "epoch": 0.43, "learning_rate": 0.0002885379232078684, "loss": 2.711, "theoretical_loss": 3.587279144181813, "tokens_seen": 1200619520 }, { "epoch": 0.43, "learning_rate": 0.000288301494231133, "loss": 2.7516, "theoretical_loss": 3.586919187319897, "tokens_seen": 1201930240 }, { "epoch": 0.43, "learning_rate": 0.0002880650652543976, "loss": 2.7652, "theoretical_loss": 3.5865597325555987, "tokens_seen": 1203240960 }, { "epoch": 0.43, "learning_rate": 0.0002878286362776622, "loss": 2.7374, "theoretical_loss": 3.5862007786427474, "tokens_seen": 1204551680 }, { "epoch": 0.43, "learning_rate": 0.00028759220730092684, "loss": 2.7198, "theoretical_loss": 3.585842324339616, "tokens_seen": 1205862400 }, { "epoch": 0.43, "learning_rate": 0.0002873557783241914, "loss": 2.6784, "theoretical_loss": 3.5854843684089017, "tokens_seen": 1207173120 }, { "epoch": 0.43, "learning_rate": 0.00028711934934745603, "loss": 2.7206, "theoretical_loss": 3.5851269096177054, "tokens_seen": 1208483840 }, { "epoch": 0.43, "learning_rate": 0.0002868829203707207, "loss": 2.713, "theoretical_loss": 3.5847699467375103, "tokens_seen": 1209794560 }, { "epoch": 0.43, "learning_rate": 0.00028664649139398523, "loss": 2.7114, "theoretical_loss": 3.584413478544163, "tokens_seen": 1211105280 }, { "epoch": 0.43, "learning_rate": 0.0002864100624172499, "loss": 2.7686, "theoretical_loss": 3.584057503817852, "tokens_seen": 1212416000 }, { "epoch": 0.43, "learning_rate": 0.0002861736334405145, "loss": 2.7292, "theoretical_loss": 3.5837020213430884, "tokens_seen": 1213726720 }, { "epoch": 0.43, "learning_rate": 0.0002859372044637791, "loss": 2.7163, "theoretical_loss": 3.583347029908686, "tokens_seen": 1215037440 }, { "epoch": 0.43, "learning_rate": 0.0002857007754870437, "loss": 2.7902, "theoretical_loss": 3.582992528307741, "tokens_seen": 1216348160 }, { "epoch": 0.43, "learning_rate": 0.0002854643465103083, "loss": 2.7219, "theoretical_loss": 3.5826385153376124, "tokens_seen": 1217658880 }, { "epoch": 0.44, "learning_rate": 0.0002852279175335729, "loss": 2.6844, "theoretical_loss": 3.582284989799902, "tokens_seen": 1218969600 }, { "epoch": 0.44, "learning_rate": 0.0002849914885568375, "loss": 2.7532, "theoretical_loss": 3.5819319505004366, "tokens_seen": 1220280320 }, { "epoch": 0.44, "learning_rate": 0.0002847550595801021, "loss": 2.7505, "theoretical_loss": 3.581579396249245, "tokens_seen": 1221591040 }, { "epoch": 0.44, "learning_rate": 0.00028451863060336677, "loss": 2.7297, "theoretical_loss": 3.5812273258605436, "tokens_seen": 1222901760 }, { "epoch": 0.44, "learning_rate": 0.00028428220162663137, "loss": 2.7273, "theoretical_loss": 3.580875738152713, "tokens_seen": 1224212480 }, { "epoch": 0.44, "learning_rate": 0.00028404577264989596, "loss": 2.7384, "theoretical_loss": 3.5805246319482817, "tokens_seen": 1225523200 }, { "epoch": 0.44, "learning_rate": 0.00028380934367316056, "loss": 2.7338, "theoretical_loss": 3.5801740060739036, "tokens_seen": 1226833920 }, { "epoch": 0.44, "learning_rate": 0.0002835729146964252, "loss": 2.7568, "theoretical_loss": 3.579823859360345, "tokens_seen": 1228144640 }, { "epoch": 0.44, "learning_rate": 0.0002833364857196898, "loss": 2.7162, "theoretical_loss": 3.5794741906424594, "tokens_seen": 1229455360 }, { "epoch": 0.44, "learning_rate": 0.0002831000567429544, "loss": 2.7057, "theoretical_loss": 3.5791249987591733, "tokens_seen": 1230766080 }, { "epoch": 0.44, "learning_rate": 0.00028286362776621906, "loss": 2.6861, "theoretical_loss": 3.5787762825534664, "tokens_seen": 1232076800 }, { "epoch": 0.44, "learning_rate": 0.0002826271987894836, "loss": 2.7547, "theoretical_loss": 3.578428040872351, "tokens_seen": 1233387520 }, { "epoch": 0.44, "learning_rate": 0.00028239076981274825, "loss": 2.731, "theoretical_loss": 3.5780802725668575, "tokens_seen": 1234698240 }, { "epoch": 0.44, "learning_rate": 0.0002821543408360129, "loss": 2.7291, "theoretical_loss": 3.5777329764920136, "tokens_seen": 1236008960 }, { "epoch": 0.44, "learning_rate": 0.00028191791185927745, "loss": 2.7434, "theoretical_loss": 3.5773861515068273, "tokens_seen": 1237319680 }, { "epoch": 0.44, "learning_rate": 0.0002816814828825421, "loss": 2.768, "theoretical_loss": 3.5770397964742675, "tokens_seen": 1238630400 }, { "epoch": 0.44, "learning_rate": 0.0002814450539058067, "loss": 2.7136, "theoretical_loss": 3.5766939102612474, "tokens_seen": 1239941120 }, { "epoch": 0.44, "learning_rate": 0.0002812086249290713, "loss": 2.7569, "theoretical_loss": 3.5763484917386057, "tokens_seen": 1241251840 }, { "epoch": 0.44, "learning_rate": 0.0002809721959523359, "loss": 2.7926, "theoretical_loss": 3.576003539781091, "tokens_seen": 1242562560 }, { "epoch": 0.44, "learning_rate": 0.00028073576697560054, "loss": 2.7553, "theoretical_loss": 3.5756590532673407, "tokens_seen": 1243873280 }, { "epoch": 0.44, "objective/train/docs_used": 687081, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.7497341632843018, "objective/train/theoretical_loss": 3.5753150310798665, "objective/train/tokens_used": 1265644000, "theoretical_loss": 3.5753150310798665, "tokens_seen": 1245184000 }, { "epoch": 0.44, "learning_rate": 0.00028049933799886514, "loss": 2.7684, "theoretical_loss": 3.5753150310798665, "tokens_seen": 1245184000 }, { "epoch": 0.45, "learning_rate": 0.00028026290902212974, "loss": 2.7927, "theoretical_loss": 3.5749714721050343, "tokens_seen": 1246494720 }, { "epoch": 0.45, "learning_rate": 0.0002800264800453944, "loss": 2.7293, "theoretical_loss": 3.5746283752330505, "tokens_seen": 1247805440 }, { "epoch": 0.45, "learning_rate": 0.00027979005106865893, "loss": 2.7781, "theoretical_loss": 3.574285739357941, "tokens_seen": 1249116160 }, { "epoch": 0.45, "learning_rate": 0.0002795536220919236, "loss": 2.7713, "theoretical_loss": 3.5739435633775365, "tokens_seen": 1250426880 }, { "epoch": 0.45, "learning_rate": 0.00027931719311518824, "loss": 2.7508, "theoretical_loss": 3.573601846193453, "tokens_seen": 1251737600 }, { "epoch": 0.45, "learning_rate": 0.0002790807641384528, "loss": 2.792, "theoretical_loss": 3.573260586711079, "tokens_seen": 1253048320 }, { "epoch": 0.45, "learning_rate": 0.00027884433516171743, "loss": 2.7227, "theoretical_loss": 3.5729197838395543, "tokens_seen": 1254359040 }, { "epoch": 0.45, "learning_rate": 0.00027860790618498203, "loss": 2.7278, "theoretical_loss": 3.5725794364917554, "tokens_seen": 1255669760 }, { "epoch": 0.45, "learning_rate": 0.00027837147720824663, "loss": 2.7971, "theoretical_loss": 3.5722395435842778, "tokens_seen": 1256980480 }, { "epoch": 0.45, "learning_rate": 0.0002781350482315113, "loss": 2.7059, "theoretical_loss": 3.5719001040374216, "tokens_seen": 1258291200 }, { "epoch": 0.45, "learning_rate": 0.0002778986192547759, "loss": 2.7023, "theoretical_loss": 3.5715611167751717, "tokens_seen": 1259601920 }, { "epoch": 0.45, "learning_rate": 0.0002776621902780405, "loss": 2.7328, "theoretical_loss": 3.571222580725184, "tokens_seen": 1260912640 }, { "epoch": 0.45, "learning_rate": 0.00027742576130130507, "loss": 2.689, "theoretical_loss": 3.5708844948187686, "tokens_seen": 1262223360 }, { "epoch": 0.45, "learning_rate": 0.0002771893323245697, "loss": 2.7101, "theoretical_loss": 3.5705468579908715, "tokens_seen": 1263534080 }, { "epoch": 0.45, "learning_rate": 0.0002769529033478343, "loss": 2.6872, "theoretical_loss": 3.5702096691800627, "tokens_seen": 1264844800 }, { "epoch": 0.45, "learning_rate": 0.0002767164743710989, "loss": 2.6923, "theoretical_loss": 3.5698729273285146, "tokens_seen": 1266155520 }, { "epoch": 0.45, "learning_rate": 0.00027648004539436357, "loss": 2.7046, "theoretical_loss": 3.5695366313819914, "tokens_seen": 1267466240 }, { "epoch": 0.45, "learning_rate": 0.0002762436164176281, "loss": 2.7169, "theoretical_loss": 3.56920078028983, "tokens_seen": 1268776960 }, { "epoch": 0.45, "learning_rate": 0.00027600718744089277, "loss": 2.735, "theoretical_loss": 3.5688653730049245, "tokens_seen": 1270087680 }, { "epoch": 0.45, "learning_rate": 0.00027577075846415736, "loss": 2.721, "theoretical_loss": 3.5685304084837126, "tokens_seen": 1271398400 }, { "epoch": 0.45, "learning_rate": 0.00027553432948742196, "loss": 2.727, "theoretical_loss": 3.5681958856861558, "tokens_seen": 1272709120 }, { "epoch": 0.46, "learning_rate": 0.0002752979005106866, "loss": 2.6792, "theoretical_loss": 3.5678618035757297, "tokens_seen": 1274019840 }, { "epoch": 0.46, "learning_rate": 0.0002750614715339512, "loss": 2.708, "theoretical_loss": 3.5675281611194025, "tokens_seen": 1275330560 }, { "epoch": 0.46, "learning_rate": 0.0002748250425572158, "loss": 2.7403, "theoretical_loss": 3.5671949572876245, "tokens_seen": 1276641280 }, { "epoch": 0.46, "learning_rate": 0.0002745886135804804, "loss": 2.7104, "theoretical_loss": 3.5668621910543097, "tokens_seen": 1277952000 }, { "epoch": 0.46, "learning_rate": 0.00027435218460374506, "loss": 2.6361, "theoretical_loss": 3.566529861396822, "tokens_seen": 1279262720 }, { "epoch": 0.46, "learning_rate": 0.00027411575562700965, "loss": 2.6962, "theoretical_loss": 3.566197967295959, "tokens_seen": 1280573440 }, { "epoch": 0.46, "learning_rate": 0.00027387932665027425, "loss": 2.6861, "theoretical_loss": 3.56586650773594, "tokens_seen": 1281884160 }, { "epoch": 0.46, "learning_rate": 0.00027365471912237565, "loss": 2.725, "theoretical_loss": 3.5655354817043863, "tokens_seen": 1283194880 }, { "epoch": 0.46, "learning_rate": 0.00027341829014564025, "loss": 2.6541, "theoretical_loss": 3.5652048881923095, "tokens_seen": 1284505600 }, { "epoch": 0.46, "learning_rate": 0.00027318186116890485, "loss": 2.6734, "theoretical_loss": 3.5648747261940974, "tokens_seen": 1285816320 }, { "epoch": 0.46, "learning_rate": 0.0002729454321921695, "loss": 2.6738, "theoretical_loss": 3.5645449947074956, "tokens_seen": 1287127040 }, { "epoch": 0.46, "learning_rate": 0.00027270900321543404, "loss": 2.6183, "theoretical_loss": 3.5642156927335975, "tokens_seen": 1288437760 }, { "epoch": 0.46, "learning_rate": 0.0002724725742386987, "loss": 2.6836, "theoretical_loss": 3.563886819276826, "tokens_seen": 1289748480 }, { "epoch": 0.46, "learning_rate": 0.00027223614526196335, "loss": 2.7058, "theoretical_loss": 3.5635583733449203, "tokens_seen": 1291059200 }, { "epoch": 0.46, "learning_rate": 0.0002719997162852279, "loss": 2.6559, "theoretical_loss": 3.5632303539489225, "tokens_seen": 1292369920 }, { "epoch": 0.46, "learning_rate": 0.00027176328730849254, "loss": 2.6548, "theoretical_loss": 3.562902760103161, "tokens_seen": 1293680640 }, { "epoch": 0.46, "learning_rate": 0.00027152685833175714, "loss": 2.672, "theoretical_loss": 3.56257559082524, "tokens_seen": 1294991360 }, { "epoch": 0.46, "learning_rate": 0.00027129042935502174, "loss": 2.7554, "theoretical_loss": 3.562248845136021, "tokens_seen": 1296302080 }, { "epoch": 0.46, "learning_rate": 0.0002710540003782864, "loss": 2.6672, "theoretical_loss": 3.5619225220596116, "tokens_seen": 1297612800 }, { "epoch": 0.46, "learning_rate": 0.000270817571401551, "loss": 2.6859, "theoretical_loss": 3.56159662062335, "tokens_seen": 1298923520 }, { "epoch": 0.46, "learning_rate": 0.0002705811424248156, "loss": 2.6827, "theoretical_loss": 3.5612711398577916, "tokens_seen": 1300234240 }, { "epoch": 0.46, "learning_rate": 0.0002703447134480802, "loss": 2.6652, "theoretical_loss": 3.5609460787966962, "tokens_seen": 1301544960 }, { "epoch": 0.47, "learning_rate": 0.00027010828447134483, "loss": 2.6778, "theoretical_loss": 3.560621436477012, "tokens_seen": 1302855680 }, { "epoch": 0.47, "learning_rate": 0.00026987185549460943, "loss": 2.6807, "theoretical_loss": 3.560297211938863, "tokens_seen": 1304166400 }, { "epoch": 0.47, "learning_rate": 0.00026963542651787403, "loss": 2.6414, "theoretical_loss": 3.5599734042255373, "tokens_seen": 1305477120 }, { "epoch": 0.47, "learning_rate": 0.0002693989975411387, "loss": 2.7098, "theoretical_loss": 3.559650012383469, "tokens_seen": 1306787840 }, { "epoch": 0.47, "learning_rate": 0.0002691625685644032, "loss": 2.6631, "theoretical_loss": 3.559327035462228, "tokens_seen": 1308098560 }, { "epoch": 0.47, "learning_rate": 0.0002689261395876679, "loss": 2.6442, "theoretical_loss": 3.5590044725145074, "tokens_seen": 1309409280 }, { "debugging/Self-BLEU-5": 0.4426207415415405, "debugging/distinct-1-grams": 0.7890487734679326, "debugging/distinct-2-grams": 0.9586932642491364, "debugging/entropy-1-grams": 5.5999886701178365, "debugging/entropy-2-grams": 6.248945838762987, "debugging/length": 492.8888888888889, "debugging/num_segments": 9, "epoch": 0.47, "objective/train/docs_used": 722210, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6524410247802734, "objective/train/theoretical_loss": 3.5586823225961064, "objective/train/tokens_used": 1331180000, "theoretical_loss": 3.5586823225961064, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.0002686897106109325, "loss": 2.6465, "theoretical_loss": 3.5586823225961064, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.00026845328163419707, "loss": 2.6664, "theoretical_loss": 3.5583605847659214, "tokens_seen": 1312030720 }, { "epoch": 0.47, "learning_rate": 0.0002682168526574617, "loss": 2.5936, "theoretical_loss": 3.558039258085929, "tokens_seen": 1313341440 }, { "epoch": 0.47, "learning_rate": 0.0002679804236807263, "loss": 2.6648, "theoretical_loss": 3.5577183416211744, "tokens_seen": 1314652160 }, { "epoch": 0.47, "learning_rate": 0.0002677439947039909, "loss": 2.6637, "theoretical_loss": 3.5573978344397594, "tokens_seen": 1315962880 }, { "epoch": 0.47, "learning_rate": 0.00026750756572725557, "loss": 2.6402, "theoretical_loss": 3.5570777356128276, "tokens_seen": 1317273600 }, { "epoch": 0.47, "learning_rate": 0.00026727113675052016, "loss": 2.6487, "theoretical_loss": 3.556758044214552, "tokens_seen": 1318584320 }, { "epoch": 0.47, "learning_rate": 0.00026703470777378476, "loss": 2.6394, "theoretical_loss": 3.5564387593221225, "tokens_seen": 1319895040 }, { "epoch": 0.47, "learning_rate": 0.00026679827879704936, "loss": 2.6472, "theoretical_loss": 3.556119880015733, "tokens_seen": 1321205760 }, { "epoch": 0.47, "learning_rate": 0.000266561849820314, "loss": 2.6149, "theoretical_loss": 3.5558014053785687, "tokens_seen": 1322516480 }, { "epoch": 0.47, "learning_rate": 0.00026632542084357855, "loss": 2.7127, "theoretical_loss": 3.5554833344967927, "tokens_seen": 1323827200 }, { "epoch": 0.47, "learning_rate": 0.0002660889918668432, "loss": 2.6169, "theoretical_loss": 3.5551656664595344, "tokens_seen": 1325137920 }, { "epoch": 0.47, "learning_rate": 0.00026585256289010786, "loss": 2.6687, "theoretical_loss": 3.5548484003588756, "tokens_seen": 1326448640 }, { "epoch": 0.47, "learning_rate": 0.0002656161339133724, "loss": 2.6844, "theoretical_loss": 3.554531535289841, "tokens_seen": 1327759360 }, { "epoch": 0.47, "learning_rate": 0.00026537970493663705, "loss": 2.6875, "theoretical_loss": 3.5542150703503808, "tokens_seen": 1329070080 }, { "epoch": 0.48, "learning_rate": 0.00026514327595990165, "loss": 2.6809, "theoretical_loss": 3.553899004641363, "tokens_seen": 1330380800 }, { "epoch": 0.48, "learning_rate": 0.00026490684698316625, "loss": 2.694, "theoretical_loss": 3.55358333726656, "tokens_seen": 1331691520 }, { "epoch": 0.48, "learning_rate": 0.0002646704180064309, "loss": 2.6529, "theoretical_loss": 3.553268067332634, "tokens_seen": 1333002240 }, { "epoch": 0.48, "learning_rate": 0.0002644339890296955, "loss": 2.6668, "theoretical_loss": 3.5529531939491275, "tokens_seen": 1334312960 }, { "epoch": 0.48, "learning_rate": 0.0002641975600529601, "loss": 2.7029, "theoretical_loss": 3.552638716228449, "tokens_seen": 1335623680 }, { "epoch": 0.48, "learning_rate": 0.0002639611310762247, "loss": 2.7027, "theoretical_loss": 3.552324633285865, "tokens_seen": 1336934400 }, { "epoch": 0.48, "learning_rate": 0.00026372470209948934, "loss": 2.6892, "theoretical_loss": 3.5520109442394827, "tokens_seen": 1338245120 }, { "epoch": 0.48, "learning_rate": 0.00026348827312275394, "loss": 2.6785, "theoretical_loss": 3.5516976482102414, "tokens_seen": 1339555840 }, { "epoch": 0.48, "learning_rate": 0.00026325184414601854, "loss": 2.7096, "theoretical_loss": 3.5513847443218998, "tokens_seen": 1340866560 }, { "epoch": 0.48, "learning_rate": 0.0002630154151692832, "loss": 2.6688, "theoretical_loss": 3.551072231701025, "tokens_seen": 1342177280 }, { "epoch": 0.48, "learning_rate": 0.00026277898619254773, "loss": 2.6756, "theoretical_loss": 3.550760109476979, "tokens_seen": 1343488000 }, { "epoch": 0.48, "learning_rate": 0.0002625425572158124, "loss": 2.7086, "theoretical_loss": 3.550448376781909, "tokens_seen": 1344798720 }, { "epoch": 0.48, "learning_rate": 0.00026230612823907704, "loss": 2.6703, "theoretical_loss": 3.550137032750734, "tokens_seen": 1346109440 }, { "epoch": 0.48, "learning_rate": 0.0002620696992623416, "loss": 2.6597, "theoretical_loss": 3.5498260765211356, "tokens_seen": 1347420160 }, { "epoch": 0.48, "learning_rate": 0.00026183327028560623, "loss": 2.687, "theoretical_loss": 3.549515507233543, "tokens_seen": 1348730880 }, { "epoch": 0.48, "learning_rate": 0.00026159684130887083, "loss": 2.7065, "theoretical_loss": 3.5492053240311257, "tokens_seen": 1350041600 }, { "epoch": 0.48, "learning_rate": 0.0002613604123321354, "loss": 2.6078, "theoretical_loss": 3.5488955260597783, "tokens_seen": 1351352320 }, { "epoch": 0.48, "learning_rate": 0.0002611239833554001, "loss": 2.7119, "theoretical_loss": 3.5485861124681124, "tokens_seen": 1352663040 }, { "epoch": 0.48, "learning_rate": 0.0002608875543786647, "loss": 2.6809, "theoretical_loss": 3.5482770824074428, "tokens_seen": 1353973760 }, { "epoch": 0.48, "learning_rate": 0.0002606511254019293, "loss": 2.7116, "theoretical_loss": 3.5479684350317777, "tokens_seen": 1355284480 }, { "epoch": 0.48, "learning_rate": 0.00026041469642519387, "loss": 2.7642, "theoretical_loss": 3.5476601694978083, "tokens_seen": 1356595200 }, { "epoch": 0.48, "learning_rate": 0.00026017826744845847, "loss": 2.6952, "theoretical_loss": 3.5473522849648944, "tokens_seen": 1357905920 }, { "epoch": 0.49, "learning_rate": 0.00025994183847172307, "loss": 2.651, "theoretical_loss": 3.547044780595058, "tokens_seen": 1359216640 }, { "epoch": 0.49, "learning_rate": 0.0002597054094949877, "loss": 2.6915, "theoretical_loss": 3.5467376555529686, "tokens_seen": 1360527360 }, { "epoch": 0.49, "learning_rate": 0.0002594689805182523, "loss": 2.6372, "theoretical_loss": 3.546430909005934, "tokens_seen": 1361838080 }, { "epoch": 0.49, "learning_rate": 0.0002592325515415169, "loss": 2.6183, "theoretical_loss": 3.5461245401238894, "tokens_seen": 1363148800 }, { "epoch": 0.49, "learning_rate": 0.00025899612256478156, "loss": 2.7269, "theoretical_loss": 3.545818548079385, "tokens_seen": 1364459520 }, { "epoch": 0.49, "learning_rate": 0.0002587596935880461, "loss": 2.6855, "theoretical_loss": 3.545512932047579, "tokens_seen": 1365770240 }, { "epoch": 0.49, "learning_rate": 0.00025852326461131076, "loss": 2.6475, "theoretical_loss": 3.5452076912062216, "tokens_seen": 1367080960 }, { "epoch": 0.49, "learning_rate": 0.0002582868356345754, "loss": 2.6807, "theoretical_loss": 3.54490282473565, "tokens_seen": 1368391680 }, { "epoch": 0.49, "learning_rate": 0.00025805040665783995, "loss": 2.6939, "theoretical_loss": 3.544598331818772, "tokens_seen": 1369702400 }, { "epoch": 0.49, "learning_rate": 0.0002578139776811046, "loss": 2.7045, "theoretical_loss": 3.5442942116410614, "tokens_seen": 1371013120 }, { "epoch": 0.49, "learning_rate": 0.0002575775487043692, "loss": 2.6584, "theoretical_loss": 3.5439904633905424, "tokens_seen": 1372323840 }, { "epoch": 0.49, "learning_rate": 0.0002573411197276338, "loss": 2.6989, "theoretical_loss": 3.5436870862577825, "tokens_seen": 1373634560 }, { "epoch": 0.49, "learning_rate": 0.00025710469075089845, "loss": 2.7251, "theoretical_loss": 3.5433840794358806, "tokens_seen": 1374945280 }, { "epoch": 0.49, "objective/train/docs_used": 759831, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.380300283432007, "objective/train/theoretical_loss": 3.5430814421204575, "objective/train/tokens_used": 1396716000, "theoretical_loss": 3.5430814421204575, "tokens_seen": 1376256000 }, { "epoch": 0.49, "learning_rate": 0.00025686826177416305, "loss": 2.6341, "theoretical_loss": 3.5430814421204575, "tokens_seen": 1376256000 }, { "epoch": 0.49, "learning_rate": 0.00025663183279742765, "loss": 2.6611, "theoretical_loss": 3.5427791735096448, "tokens_seen": 1377566720 }, { "epoch": 0.49, "learning_rate": 0.00025639540382069225, "loss": 2.6876, "theoretical_loss": 3.542477272804075, "tokens_seen": 1378877440 }, { "epoch": 0.49, "learning_rate": 0.0002561589748439569, "loss": 2.6203, "theoretical_loss": 3.542175739206872, "tokens_seen": 1380188160 }, { "epoch": 0.49, "learning_rate": 0.0002559225458672215, "loss": 2.6141, "theoretical_loss": 3.541874571923639, "tokens_seen": 1381498880 }, { "epoch": 0.49, "learning_rate": 0.0002556861168904861, "loss": 2.6862, "theoretical_loss": 3.5415737701624517, "tokens_seen": 1382809600 }, { "epoch": 0.49, "learning_rate": 0.00025544968791375074, "loss": 2.6507, "theoretical_loss": 3.5412733331338453, "tokens_seen": 1384120320 }, { "epoch": 0.49, "learning_rate": 0.0002552250803858521, "loss": 2.6561, "theoretical_loss": 3.5409732600508055, "tokens_seen": 1385431040 }, { "epoch": 0.5, "learning_rate": 0.0002549886514091167, "loss": 2.6833, "theoretical_loss": 3.5406735501287594, "tokens_seen": 1386741760 }, { "epoch": 0.5, "learning_rate": 0.00025475222243238134, "loss": 2.6558, "theoretical_loss": 3.5403742025855647, "tokens_seen": 1388052480 }, { "epoch": 0.5, "learning_rate": 0.0002545157934556459, "loss": 2.6706, "theoretical_loss": 3.5400752166415, "tokens_seen": 1389363200 }, { "epoch": 0.5, "learning_rate": 0.00025427936447891054, "loss": 2.6581, "theoretical_loss": 3.5397765915192547, "tokens_seen": 1390673920 }, { "epoch": 0.5, "learning_rate": 0.0002540429355021752, "loss": 2.7117, "theoretical_loss": 3.5394783264439207, "tokens_seen": 1391984640 }, { "epoch": 0.5, "learning_rate": 0.00025380650652543973, "loss": 2.6816, "theoretical_loss": 3.5391804206429818, "tokens_seen": 1393295360 }, { "epoch": 0.5, "learning_rate": 0.0002535700775487044, "loss": 2.6913, "theoretical_loss": 3.538882873346303, "tokens_seen": 1394606080 }, { "epoch": 0.5, "learning_rate": 0.000253333648571969, "loss": 2.7268, "theoretical_loss": 3.5385856837861223, "tokens_seen": 1395916800 }, { "epoch": 0.5, "learning_rate": 0.0002530972195952336, "loss": 2.7259, "theoretical_loss": 3.538288851197042, "tokens_seen": 1397227520 }, { "epoch": 0.5, "learning_rate": 0.00025286079061849823, "loss": 2.6803, "theoretical_loss": 3.537992374816016, "tokens_seen": 1398538240 }, { "epoch": 0.5, "learning_rate": 0.0002526243616417628, "loss": 2.6769, "theoretical_loss": 3.537696253882345, "tokens_seen": 1399848960 }, { "epoch": 0.5, "learning_rate": 0.0002523879326650274, "loss": 2.6456, "theoretical_loss": 3.5374004876376617, "tokens_seen": 1401159680 }, { "epoch": 0.5, "learning_rate": 0.000252151503688292, "loss": 2.7097, "theoretical_loss": 3.5371050753259268, "tokens_seen": 1402470400 }, { "epoch": 0.5, "learning_rate": 0.0002519150747115567, "loss": 2.6657, "theoretical_loss": 3.5368100161934155, "tokens_seen": 1403781120 }, { "epoch": 0.5, "learning_rate": 0.0002516786457348212, "loss": 2.7, "theoretical_loss": 3.5365153094887107, "tokens_seen": 1405091840 }, { "epoch": 0.5, "learning_rate": 0.00025144221675808587, "loss": 2.7116, "theoretical_loss": 3.536220954462693, "tokens_seen": 1406402560 }, { "epoch": 0.5, "learning_rate": 0.0002512057877813505, "loss": 2.7072, "theoretical_loss": 3.535926950368532, "tokens_seen": 1407713280 }, { "epoch": 0.5, "learning_rate": 0.00025096935880461506, "loss": 2.7205, "theoretical_loss": 3.5356332964616755, "tokens_seen": 1409024000 }, { "epoch": 0.5, "learning_rate": 0.0002507329298278797, "loss": 2.7106, "theoretical_loss": 3.535339991999842, "tokens_seen": 1410334720 }, { "epoch": 0.5, "learning_rate": 0.0002504965008511443, "loss": 2.7132, "theoretical_loss": 3.5350470362430126, "tokens_seen": 1411645440 }, { "epoch": 0.5, "learning_rate": 0.0002502600718744089, "loss": 2.6848, "theoretical_loss": 3.5347544284534207, "tokens_seen": 1412956160 }, { "epoch": 0.51, "learning_rate": 0.00025002364289767356, "loss": 2.7089, "theoretical_loss": 3.534462167895541, "tokens_seen": 1414266880 }, { "epoch": 0.51, "learning_rate": 0.00024978721392093816, "loss": 2.6986, "theoretical_loss": 3.534170253836085, "tokens_seen": 1415577600 }, { "epoch": 0.51, "learning_rate": 0.00024955078494420276, "loss": 2.655, "theoretical_loss": 3.533878685543989, "tokens_seen": 1416888320 }, { "epoch": 0.51, "learning_rate": 0.00024931435596746735, "loss": 2.6522, "theoretical_loss": 3.5335874622904067, "tokens_seen": 1418199040 }, { "epoch": 0.51, "learning_rate": 0.000249077926990732, "loss": 2.6894, "theoretical_loss": 3.5332965833486987, "tokens_seen": 1419509760 }, { "epoch": 0.51, "learning_rate": 0.0002488414980139966, "loss": 2.6528, "theoretical_loss": 3.5330060479944265, "tokens_seen": 1420820480 }, { "epoch": 0.51, "learning_rate": 0.0002486050690372612, "loss": 2.698, "theoretical_loss": 3.5327158555053413, "tokens_seen": 1422131200 }, { "epoch": 0.51, "learning_rate": 0.0002483686400605258, "loss": 2.6265, "theoretical_loss": 3.532426005161377, "tokens_seen": 1423441920 }, { "epoch": 0.51, "learning_rate": 0.00024813221108379045, "loss": 2.6751, "theoretical_loss": 3.5321364962446418, "tokens_seen": 1424752640 }, { "epoch": 0.51, "learning_rate": 0.00024789578210705505, "loss": 2.6338, "theoretical_loss": 3.5318473280394063, "tokens_seen": 1426063360 }, { "epoch": 0.51, "learning_rate": 0.00024765935313031964, "loss": 2.6641, "theoretical_loss": 3.5315584998321, "tokens_seen": 1427374080 }, { "epoch": 0.51, "learning_rate": 0.0002474229241535843, "loss": 2.6634, "theoretical_loss": 3.5312700109112996, "tokens_seen": 1428684800 }, { "epoch": 0.51, "learning_rate": 0.0002471864951768489, "loss": 2.6575, "theoretical_loss": 3.530981860567721, "tokens_seen": 1429995520 }, { "epoch": 0.51, "learning_rate": 0.0002469500662001135, "loss": 2.6521, "theoretical_loss": 3.530694048094211, "tokens_seen": 1431306240 }, { "epoch": 0.51, "learning_rate": 0.0002467136372233781, "loss": 2.6717, "theoretical_loss": 3.53040657278574, "tokens_seen": 1432616960 }, { "epoch": 0.51, "learning_rate": 0.00024647720824664274, "loss": 2.6406, "theoretical_loss": 3.530119433939393, "tokens_seen": 1433927680 }, { "epoch": 0.51, "learning_rate": 0.00024624077926990734, "loss": 2.6497, "theoretical_loss": 3.52983263085436, "tokens_seen": 1435238400 }, { "epoch": 0.51, "learning_rate": 0.00024600435029317194, "loss": 2.6813, "theoretical_loss": 3.529546162831931, "tokens_seen": 1436549120 }, { "epoch": 0.51, "learning_rate": 0.00024576792131643653, "loss": 2.6853, "theoretical_loss": 3.5292600291754836, "tokens_seen": 1437859840 }, { "epoch": 0.51, "learning_rate": 0.00024553149233970113, "loss": 2.6667, "theoretical_loss": 3.5289742291904784, "tokens_seen": 1439170560 }, { "epoch": 0.51, "learning_rate": 0.0002452950633629658, "loss": 2.641, "theoretical_loss": 3.5286887621844496, "tokens_seen": 1440481280 }, { "epoch": 0.51, "objective/train/docs_used": 796214, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.671882390975952, "objective/train/theoretical_loss": 3.5284036274669957, "objective/train/tokens_used": 1462252000, "theoretical_loss": 3.5284036274669957, "tokens_seen": 1441792000 }, { "epoch": 0.51, "learning_rate": 0.0002450586343862304, "loss": 2.6494, "theoretical_loss": 3.5284036274669957, "tokens_seen": 1441792000 }, { "epoch": 0.52, "learning_rate": 0.000244822205409495, "loss": 2.6032, "theoretical_loss": 3.5281188243497743, "tokens_seen": 1443102720 }, { "epoch": 0.52, "learning_rate": 0.00024458577643275963, "loss": 2.6759, "theoretical_loss": 3.527834352146492, "tokens_seen": 1444413440 }, { "epoch": 0.52, "learning_rate": 0.0002443493474560242, "loss": 2.6487, "theoretical_loss": 3.527550210172895, "tokens_seen": 1445724160 }, { "epoch": 0.52, "learning_rate": 0.00024411291847928882, "loss": 2.6266, "theoretical_loss": 3.5272663977467658, "tokens_seen": 1447034880 }, { "epoch": 0.52, "learning_rate": 0.00024387648950255345, "loss": 2.6211, "theoretical_loss": 3.5269829141879114, "tokens_seen": 1448345600 }, { "epoch": 0.52, "learning_rate": 0.00024364006052581805, "loss": 2.6708, "theoretical_loss": 3.5266997588181557, "tokens_seen": 1449656320 }, { "epoch": 0.52, "learning_rate": 0.00024340363154908264, "loss": 2.6556, "theoretical_loss": 3.5264169309613353, "tokens_seen": 1450967040 }, { "epoch": 0.52, "learning_rate": 0.0002431672025723473, "loss": 2.6752, "theoretical_loss": 3.526134429943286, "tokens_seen": 1452277760 }, { "epoch": 0.52, "learning_rate": 0.0002429307735956119, "loss": 2.6386, "theoretical_loss": 3.5258522550918414, "tokens_seen": 1453588480 }, { "epoch": 0.52, "learning_rate": 0.0002426943446188765, "loss": 2.6972, "theoretical_loss": 3.525570405736818, "tokens_seen": 1454899200 }, { "epoch": 0.52, "learning_rate": 0.00024245791564214111, "loss": 2.6544, "theoretical_loss": 3.525288881210015, "tokens_seen": 1456209920 }, { "epoch": 0.52, "learning_rate": 0.0002422214866654057, "loss": 2.6185, "theoretical_loss": 3.525007680845202, "tokens_seen": 1457520640 }, { "epoch": 0.52, "learning_rate": 0.00024198505768867034, "loss": 2.6285, "theoretical_loss": 3.524726803978112, "tokens_seen": 1458831360 }, { "epoch": 0.52, "learning_rate": 0.00024174862871193496, "loss": 2.6437, "theoretical_loss": 3.5244462499464353, "tokens_seen": 1460142080 }, { "epoch": 0.52, "learning_rate": 0.00024151219973519956, "loss": 2.6756, "theoretical_loss": 3.5241660180898107, "tokens_seen": 1461452800 }, { "epoch": 0.52, "learning_rate": 0.00024127577075846416, "loss": 2.6026, "theoretical_loss": 3.5238861077498185, "tokens_seen": 1462763520 }, { "epoch": 0.52, "learning_rate": 0.00024103934178172875, "loss": 2.6174, "theoretical_loss": 3.5236065182699736, "tokens_seen": 1464074240 }, { "epoch": 0.52, "learning_rate": 0.00024080291280499338, "loss": 2.587, "theoretical_loss": 3.523327248995716, "tokens_seen": 1465384960 }, { "epoch": 0.52, "learning_rate": 0.000240566483828258, "loss": 2.6366, "theoretical_loss": 3.523048299274407, "tokens_seen": 1466695680 }, { "epoch": 0.52, "learning_rate": 0.0002403300548515226, "loss": 2.6915, "theoretical_loss": 3.52276966845532, "tokens_seen": 1468006400 }, { "epoch": 0.52, "learning_rate": 0.00024009362587478722, "loss": 2.6749, "theoretical_loss": 3.5224913558896285, "tokens_seen": 1469317120 }, { "epoch": 0.53, "learning_rate": 0.00023985719689805182, "loss": 2.6474, "theoretical_loss": 3.52221336093041, "tokens_seen": 1470627840 }, { "epoch": 0.53, "learning_rate": 0.00023962076792131642, "loss": 2.609, "theoretical_loss": 3.5219356829326265, "tokens_seen": 1471938560 }, { "epoch": 0.53, "learning_rate": 0.00023938433894458107, "loss": 2.625, "theoretical_loss": 3.5216583212531267, "tokens_seen": 1473249280 }, { "epoch": 0.53, "learning_rate": 0.00023914790996784567, "loss": 2.6036, "theoretical_loss": 3.521381275250633, "tokens_seen": 1474560000 }, { "epoch": 0.53, "learning_rate": 0.00023891148099111027, "loss": 2.621, "theoretical_loss": 3.5211045442857367, "tokens_seen": 1475870720 }, { "epoch": 0.53, "learning_rate": 0.0002386750520143749, "loss": 2.6121, "theoretical_loss": 3.5208281277208915, "tokens_seen": 1477181440 }, { "epoch": 0.53, "learning_rate": 0.0002384386230376395, "loss": 2.5923, "theoretical_loss": 3.5205520249204048, "tokens_seen": 1478492160 }, { "epoch": 0.53, "learning_rate": 0.00023820219406090409, "loss": 2.5898, "theoretical_loss": 3.5202762352504307, "tokens_seen": 1479802880 }, { "epoch": 0.53, "learning_rate": 0.00023796576508416874, "loss": 2.5558, "theoretical_loss": 3.5200007580789663, "tokens_seen": 1481113600 }, { "epoch": 0.53, "learning_rate": 0.00023772933610743334, "loss": 2.5682, "theoretical_loss": 3.519725592775839, "tokens_seen": 1482424320 }, { "epoch": 0.53, "learning_rate": 0.00023749290713069793, "loss": 2.598, "theoretical_loss": 3.5194507387127048, "tokens_seen": 1483735040 }, { "epoch": 0.53, "learning_rate": 0.00023725647815396256, "loss": 2.6109, "theoretical_loss": 3.5191761952630385, "tokens_seen": 1485045760 }, { "epoch": 0.53, "learning_rate": 0.00023702004917722715, "loss": 2.633, "theoretical_loss": 3.518901961802128, "tokens_seen": 1486356480 }, { "epoch": 0.53, "learning_rate": 0.00023678362020049178, "loss": 2.6065, "theoretical_loss": 3.518628037707067, "tokens_seen": 1487667200 }, { "epoch": 0.53, "learning_rate": 0.0002365471912237564, "loss": 2.5919, "theoretical_loss": 3.518354422356748, "tokens_seen": 1488977920 }, { "epoch": 0.53, "learning_rate": 0.000236310762247021, "loss": 2.6558, "theoretical_loss": 3.5180811151318556, "tokens_seen": 1490288640 }, { "epoch": 0.53, "learning_rate": 0.0002360743332702856, "loss": 2.5816, "theoretical_loss": 3.5178081154148613, "tokens_seen": 1491599360 }, { "epoch": 0.53, "learning_rate": 0.00023583790429355022, "loss": 2.6027, "theoretical_loss": 3.5175354225900146, "tokens_seen": 1492910080 }, { "epoch": 0.53, "learning_rate": 0.00023560147531681482, "loss": 2.6013, "theoretical_loss": 3.517263036043337, "tokens_seen": 1494220800 }, { "epoch": 0.53, "learning_rate": 0.00023536504634007945, "loss": 2.5998, "theoretical_loss": 3.5169909551626155, "tokens_seen": 1495531520 }, { "epoch": 0.53, "learning_rate": 0.00023512861736334407, "loss": 2.5833, "theoretical_loss": 3.5167191793373966, "tokens_seen": 1496842240 }, { "epoch": 0.54, "learning_rate": 0.00023489218838660867, "loss": 2.6297, "theoretical_loss": 3.516447707958979, "tokens_seen": 1498152960 }, { "epoch": 0.54, "learning_rate": 0.00023465575940987326, "loss": 2.6191, "theoretical_loss": 3.516176540420406, "tokens_seen": 1499463680 }, { "epoch": 0.54, "learning_rate": 0.0002344193304331379, "loss": 2.6694, "theoretical_loss": 3.5159056761164624, "tokens_seen": 1500774400 }, { "epoch": 0.54, "learning_rate": 0.00023418290145640251, "loss": 2.5771, "theoretical_loss": 3.515635114443664, "tokens_seen": 1502085120 }, { "epoch": 0.54, "learning_rate": 0.0002339464724796671, "loss": 2.6189, "theoretical_loss": 3.5153648548002536, "tokens_seen": 1503395840 }, { "epoch": 0.54, "learning_rate": 0.00023371004350293174, "loss": 2.7049, "theoretical_loss": 3.5150948965861932, "tokens_seen": 1504706560 }, { "epoch": 0.54, "learning_rate": 0.00023347361452619633, "loss": 2.6527, "theoretical_loss": 3.5148252392031587, "tokens_seen": 1506017280 }, { "epoch": 0.54, "objective/train/docs_used": 833070, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.0106160640716553, "objective/train/theoretical_loss": 3.5145558820545335, "objective/train/tokens_used": 1527788000, "theoretical_loss": 3.5145558820545335, "tokens_seen": 1507328000 }, { "epoch": 0.54, "learning_rate": 0.00023323718554946093, "loss": 2.6298, "theoretical_loss": 3.5145558820545335, "tokens_seen": 1507328000 }, { "epoch": 0.54, "learning_rate": 0.00023300075657272558, "loss": 2.5899, "theoretical_loss": 3.514286824545401, "tokens_seen": 1508638720 }, { "epoch": 0.54, "learning_rate": 0.00023276432759599018, "loss": 2.6189, "theoretical_loss": 3.5140180660825395, "tokens_seen": 1509949440 }, { "epoch": 0.54, "learning_rate": 0.00023252789861925478, "loss": 2.6085, "theoretical_loss": 3.5137496060744144, "tokens_seen": 1511260160 }, { "epoch": 0.54, "learning_rate": 0.0002322914696425194, "loss": 2.6024, "theoretical_loss": 3.5134814439311746, "tokens_seen": 1512570880 }, { "epoch": 0.54, "learning_rate": 0.000232055040665784, "loss": 2.6652, "theoretical_loss": 3.513213579064643, "tokens_seen": 1513881600 }, { "epoch": 0.54, "learning_rate": 0.0002318186116890486, "loss": 2.6136, "theoretical_loss": 3.512946010888313, "tokens_seen": 1515192320 }, { "epoch": 0.54, "learning_rate": 0.00023158218271231325, "loss": 2.6563, "theoretical_loss": 3.51267873881734, "tokens_seen": 1516503040 }, { "epoch": 0.54, "learning_rate": 0.00023134575373557785, "loss": 2.6725, "theoretical_loss": 3.512411762268538, "tokens_seen": 1517813760 }, { "epoch": 0.54, "learning_rate": 0.00023110932475884244, "loss": 2.7359, "theoretical_loss": 3.512145080660371, "tokens_seen": 1519124480 }, { "epoch": 0.54, "learning_rate": 0.00023087289578210707, "loss": 2.6934, "theoretical_loss": 3.511878693412948, "tokens_seen": 1520435200 }, { "epoch": 0.54, "learning_rate": 0.00023063646680537167, "loss": 2.6496, "theoretical_loss": 3.511612599948017, "tokens_seen": 1521745920 }, { "epoch": 0.54, "learning_rate": 0.0002304000378286363, "loss": 2.6803, "theoretical_loss": 3.5113467996889582, "tokens_seen": 1523056640 }, { "epoch": 0.54, "learning_rate": 0.00023016360885190092, "loss": 2.6722, "theoretical_loss": 3.511081292060779, "tokens_seen": 1524367360 }, { "epoch": 0.54, "learning_rate": 0.0002299271798751655, "loss": 2.6905, "theoretical_loss": 3.5108160764901086, "tokens_seen": 1525678080 }, { "epoch": 0.55, "learning_rate": 0.0002296907508984301, "loss": 2.6819, "theoretical_loss": 3.510551152405188, "tokens_seen": 1526988800 }, { "epoch": 0.55, "learning_rate": 0.0002294543219216947, "loss": 2.6887, "theoretical_loss": 3.51028651923587, "tokens_seen": 1528299520 }, { "epoch": 0.55, "learning_rate": 0.00022921789294495933, "loss": 2.7058, "theoretical_loss": 3.5100221764136093, "tokens_seen": 1529610240 }, { "epoch": 0.55, "learning_rate": 0.00022898146396822396, "loss": 2.7188, "theoretical_loss": 3.5097581233714576, "tokens_seen": 1530920960 }, { "epoch": 0.55, "learning_rate": 0.00022874503499148855, "loss": 2.6325, "theoretical_loss": 3.5094943595440578, "tokens_seen": 1532231680 }, { "epoch": 0.55, "learning_rate": 0.00022850860601475318, "loss": 2.7325, "theoretical_loss": 3.509230884367639, "tokens_seen": 1533542400 }, { "epoch": 0.55, "learning_rate": 0.00022827217703801778, "loss": 2.6541, "theoretical_loss": 3.5089676972800086, "tokens_seen": 1534853120 }, { "epoch": 0.55, "learning_rate": 0.00022803574806128237, "loss": 2.7065, "theoretical_loss": 3.5087047977205486, "tokens_seen": 1536163840 }, { "epoch": 0.55, "learning_rate": 0.00022779931908454703, "loss": 2.6966, "theoretical_loss": 3.508442185130209, "tokens_seen": 1537474560 }, { "epoch": 0.55, "learning_rate": 0.00022756289010781162, "loss": 2.6485, "theoretical_loss": 3.508179858951503, "tokens_seen": 1538785280 }, { "epoch": 0.55, "learning_rate": 0.00022732646113107622, "loss": 2.7044, "theoretical_loss": 3.5079178186284987, "tokens_seen": 1540096000 }, { "epoch": 0.55, "learning_rate": 0.00022709003215434084, "loss": 2.6765, "theoretical_loss": 3.507656063606817, "tokens_seen": 1541406720 }, { "epoch": 0.55, "learning_rate": 0.00022685360317760544, "loss": 2.7031, "theoretical_loss": 3.5073945933336237, "tokens_seen": 1542717440 }, { "epoch": 0.55, "learning_rate": 0.00022661717420087004, "loss": 2.688, "theoretical_loss": 3.5071334072576232, "tokens_seen": 1544028160 }, { "epoch": 0.55, "learning_rate": 0.0002263807452241347, "loss": 2.6857, "theoretical_loss": 3.5068725048290554, "tokens_seen": 1545338880 }, { "epoch": 0.55, "learning_rate": 0.0002261443162473993, "loss": 2.6522, "theoretical_loss": 3.506611885499689, "tokens_seen": 1546649600 }, { "epoch": 0.55, "learning_rate": 0.00022590788727066389, "loss": 2.6436, "theoretical_loss": 3.5063515487228143, "tokens_seen": 1547960320 }, { "epoch": 0.55, "learning_rate": 0.0002256714582939285, "loss": 2.6753, "theoretical_loss": 3.5060914939532406, "tokens_seen": 1549271040 }, { "epoch": 0.55, "learning_rate": 0.0002254350293171931, "loss": 2.6729, "theoretical_loss": 3.505831720647289, "tokens_seen": 1550581760 }, { "epoch": 0.55, "learning_rate": 0.00022519860034045773, "loss": 2.715, "theoretical_loss": 3.5055722282627864, "tokens_seen": 1551892480 }, { "epoch": 0.55, "learning_rate": 0.00022496217136372236, "loss": 2.6947, "theoretical_loss": 3.5053130162590618, "tokens_seen": 1553203200 }, { "epoch": 0.56, "learning_rate": 0.00022472574238698696, "loss": 2.7181, "theoretical_loss": 3.505054084096939, "tokens_seen": 1554513920 }, { "epoch": 0.56, "learning_rate": 0.00022448931341025155, "loss": 2.6869, "theoretical_loss": 3.504795431238733, "tokens_seen": 1555824640 }, { "epoch": 0.56, "learning_rate": 0.00022425288443351618, "loss": 2.6371, "theoretical_loss": 3.504537057148243, "tokens_seen": 1557135360 }, { "epoch": 0.56, "learning_rate": 0.00022401645545678077, "loss": 2.5932, "theoretical_loss": 3.504278961290749, "tokens_seen": 1558446080 }, { "epoch": 0.56, "learning_rate": 0.0002237800264800454, "loss": 2.6094, "theoretical_loss": 3.504021143133004, "tokens_seen": 1559756800 }, { "epoch": 0.56, "learning_rate": 0.00022354359750331002, "loss": 2.6631, "theoretical_loss": 3.5037636021432306, "tokens_seen": 1561067520 }, { "epoch": 0.56, "learning_rate": 0.00022330716852657462, "loss": 2.6501, "theoretical_loss": 3.5035063377911153, "tokens_seen": 1562378240 }, { "epoch": 0.56, "learning_rate": 0.00022307073954983922, "loss": 2.6402, "theoretical_loss": 3.5032493495478025, "tokens_seen": 1563688960 }, { "epoch": 0.56, "learning_rate": 0.00022283431057310384, "loss": 2.6417, "theoretical_loss": 3.50299263688589, "tokens_seen": 1564999680 }, { "epoch": 0.56, "learning_rate": 0.00022259788159636847, "loss": 2.6006, "theoretical_loss": 3.5027361992794246, "tokens_seen": 1566310400 }, { "epoch": 0.56, "learning_rate": 0.00022236145261963307, "loss": 2.6275, "theoretical_loss": 3.5024800362038944, "tokens_seen": 1567621120 }, { "epoch": 0.56, "learning_rate": 0.0002221250236428977, "loss": 2.6379, "theoretical_loss": 3.5022241471362268, "tokens_seen": 1568931840 }, { "epoch": 0.56, "learning_rate": 0.0002218885946661623, "loss": 2.6041, "theoretical_loss": 3.5019685315547795, "tokens_seen": 1570242560 }, { "epoch": 0.56, "learning_rate": 0.00022165216568942688, "loss": 2.6594, "theoretical_loss": 3.5017131889393402, "tokens_seen": 1571553280 }, { "epoch": 0.56, "objective/train/docs_used": 868237, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.2589049339294434, "objective/train/theoretical_loss": 3.501458118771118, "objective/train/tokens_used": 1593324000, "theoretical_loss": 3.501458118771118, "tokens_seen": 1572864000 }, { "epoch": 0.56, "learning_rate": 0.00022141573671269154, "loss": 2.6153, "theoretical_loss": 3.501458118771118, "tokens_seen": 1572864000 }, { "epoch": 0.56, "learning_rate": 0.00022117930773595613, "loss": 2.5767, "theoretical_loss": 3.5012033205327375, "tokens_seen": 1574174720 }, { "epoch": 0.56, "learning_rate": 0.00022094287875922073, "loss": 2.637, "theoretical_loss": 3.500948793708239, "tokens_seen": 1575485440 }, { "epoch": 0.56, "learning_rate": 0.00022070644978248536, "loss": 2.6237, "theoretical_loss": 3.5006945377830663, "tokens_seen": 1576796160 }, { "epoch": 0.56, "learning_rate": 0.00022047002080574995, "loss": 2.5977, "theoretical_loss": 3.5004405522440685, "tokens_seen": 1578106880 }, { "epoch": 0.56, "learning_rate": 0.00022023359182901455, "loss": 2.5862, "theoretical_loss": 3.5001868365794904, "tokens_seen": 1579417600 }, { "epoch": 0.56, "learning_rate": 0.0002199971628522792, "loss": 2.6866, "theoretical_loss": 3.499933390278968, "tokens_seen": 1580728320 }, { "epoch": 0.57, "learning_rate": 0.0002197607338755438, "loss": 2.6161, "theoretical_loss": 3.4996802128335274, "tokens_seen": 1582039040 }, { "epoch": 0.57, "learning_rate": 0.0002195243048988084, "loss": 2.6453, "theoretical_loss": 3.499427303735575, "tokens_seen": 1583349760 }, { "epoch": 0.57, "learning_rate": 0.00021928787592207302, "loss": 2.6672, "theoretical_loss": 3.499174662478895, "tokens_seen": 1584660480 }, { "epoch": 0.57, "learning_rate": 0.00021905144694533762, "loss": 2.6722, "theoretical_loss": 3.498922288558645, "tokens_seen": 1585971200 }, { "epoch": 0.57, "learning_rate": 0.00021881501796860224, "loss": 2.6699, "theoretical_loss": 3.4986701814713492, "tokens_seen": 1587281920 }, { "epoch": 0.57, "learning_rate": 0.00021857858899186687, "loss": 2.6806, "theoretical_loss": 3.4984183407148954, "tokens_seen": 1588592640 }, { "epoch": 0.57, "learning_rate": 0.00021834216001513147, "loss": 2.6968, "theoretical_loss": 3.4981667657885307, "tokens_seen": 1589903360 }, { "epoch": 0.57, "learning_rate": 0.00021810573103839606, "loss": 2.6686, "theoretical_loss": 3.497915456192853, "tokens_seen": 1591214080 }, { "epoch": 0.57, "learning_rate": 0.00021786930206166066, "loss": 2.713, "theoretical_loss": 3.4976644114298114, "tokens_seen": 1592524800 }, { "epoch": 0.57, "learning_rate": 0.00021763287308492529, "loss": 2.6533, "theoretical_loss": 3.497413631002696, "tokens_seen": 1593835520 }, { "epoch": 0.57, "learning_rate": 0.0002173964441081899, "loss": 2.6239, "theoretical_loss": 3.4971631144161393, "tokens_seen": 1595146240 }, { "epoch": 0.57, "learning_rate": 0.0002171600151314545, "loss": 2.6588, "theoretical_loss": 3.4969128611761056, "tokens_seen": 1596456960 }, { "epoch": 0.57, "learning_rate": 0.00021692358615471913, "loss": 2.6487, "theoretical_loss": 3.4966628707898892, "tokens_seen": 1597767680 }, { "epoch": 0.57, "learning_rate": 0.00021668715717798373, "loss": 2.612, "theoretical_loss": 3.4964131427661114, "tokens_seen": 1599078400 }, { "epoch": 0.57, "learning_rate": 0.00021645072820124833, "loss": 2.6819, "theoretical_loss": 3.496163676614712, "tokens_seen": 1600389120 }, { "epoch": 0.57, "learning_rate": 0.00021621429922451298, "loss": 2.6016, "theoretical_loss": 3.4959144718469464, "tokens_seen": 1601699840 }, { "epoch": 0.57, "learning_rate": 0.00021597787024777758, "loss": 2.5979, "theoretical_loss": 3.4956655279753828, "tokens_seen": 1603010560 }, { "epoch": 0.57, "learning_rate": 0.00021574144127104217, "loss": 2.6511, "theoretical_loss": 3.4954168445138944, "tokens_seen": 1604321280 }, { "epoch": 0.57, "learning_rate": 0.0002155050122943068, "loss": 2.6107, "theoretical_loss": 3.4951684209776577, "tokens_seen": 1605632000 }, { "epoch": 0.57, "learning_rate": 0.0002152685833175714, "loss": 2.6061, "theoretical_loss": 3.494920256883145, "tokens_seen": 1606942720 }, { "epoch": 0.57, "learning_rate": 0.000215032154340836, "loss": 2.5963, "theoretical_loss": 3.4946723517481235, "tokens_seen": 1608253440 }, { "epoch": 0.57, "learning_rate": 0.00021479572536410065, "loss": 2.6038, "theoretical_loss": 3.4944247050916477, "tokens_seen": 1609564160 }, { "epoch": 0.58, "learning_rate": 0.00021455929638736524, "loss": 2.6164, "theoretical_loss": 3.4941773164340555, "tokens_seen": 1610874880 }, { "epoch": 0.58, "learning_rate": 0.00021432286741062984, "loss": 2.6934, "theoretical_loss": 3.493930185296966, "tokens_seen": 1612185600 }, { "epoch": 0.58, "learning_rate": 0.00021408643843389446, "loss": 2.723, "theoretical_loss": 3.493683311203272, "tokens_seen": 1613496320 }, { "epoch": 0.58, "learning_rate": 0.00021385000945715906, "loss": 2.6326, "theoretical_loss": 3.493436693677137, "tokens_seen": 1614807040 }, { "epoch": 0.58, "learning_rate": 0.0002136135804804237, "loss": 2.6898, "theoretical_loss": 3.493190332243991, "tokens_seen": 1616117760 }, { "epoch": 0.58, "learning_rate": 0.0002133771515036883, "loss": 2.694, "theoretical_loss": 3.492944226430525, "tokens_seen": 1617428480 }, { "epoch": 0.58, "learning_rate": 0.0002131407225269529, "loss": 2.7175, "theoretical_loss": 3.4926983757646894, "tokens_seen": 1618739200 }, { "epoch": 0.58, "learning_rate": 0.0002129042935502175, "loss": 2.6392, "theoretical_loss": 3.492452779775685, "tokens_seen": 1620049920 }, { "epoch": 0.58, "learning_rate": 0.00021266786457348213, "loss": 2.6619, "theoretical_loss": 3.492207437993964, "tokens_seen": 1621360640 }, { "epoch": 0.58, "learning_rate": 0.00021243143559674673, "loss": 2.6672, "theoretical_loss": 3.49196234995122, "tokens_seen": 1622671360 }, { "epoch": 0.58, "learning_rate": 0.00021219500662001135, "loss": 2.6109, "theoretical_loss": 3.4917175151803903, "tokens_seen": 1623982080 }, { "epoch": 0.58, "learning_rate": 0.00021195857764327598, "loss": 2.6351, "theoretical_loss": 3.4914729332156442, "tokens_seen": 1625292800 }, { "epoch": 0.58, "learning_rate": 0.00021172214866654058, "loss": 2.6063, "theoretical_loss": 3.4912286035923863, "tokens_seen": 1626603520 }, { "epoch": 0.58, "learning_rate": 0.00021148571968980517, "loss": 2.6097, "theoretical_loss": 3.490984525847245, "tokens_seen": 1627914240 }, { "epoch": 0.58, "learning_rate": 0.0002112492907130698, "loss": 2.5758, "theoretical_loss": 3.4907406995180743, "tokens_seen": 1629224960 }, { "epoch": 0.58, "learning_rate": 0.00021101286173633442, "loss": 2.563, "theoretical_loss": 3.490497124143946, "tokens_seen": 1630535680 }, { "epoch": 0.58, "learning_rate": 0.00021077643275959902, "loss": 2.6359, "theoretical_loss": 3.4902537992651466, "tokens_seen": 1631846400 }, { "epoch": 0.58, "learning_rate": 0.00021054000378286364, "loss": 2.5945, "theoretical_loss": 3.4900107244231737, "tokens_seen": 1633157120 }, { "epoch": 0.58, "learning_rate": 0.00021030357480612824, "loss": 2.6462, "theoretical_loss": 3.489767899160731, "tokens_seen": 1634467840 }, { "epoch": 0.58, "learning_rate": 0.00021006714582939284, "loss": 2.6248, "theoretical_loss": 3.4895253230217236, "tokens_seen": 1635778560 }, { "epoch": 0.58, "learning_rate": 0.0002098307168526575, "loss": 2.6723, "theoretical_loss": 3.489282995551256, "tokens_seen": 1637089280 }, { "debugging/Self-BLEU-5": 0.5832571680442226, "debugging/distinct-1-grams": 0.7716479191733719, "debugging/distinct-2-grams": 0.9519529969161838, "debugging/entropy-1-grams": 6.341975640824362, "debugging/entropy-2-grams": 7.389502658402237, "debugging/length": 538.75, "debugging/num_segments": 24, "epoch": 0.59, "objective/train/docs_used": 903766, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.9861795902252197, "objective/train/theoretical_loss": 3.4890409162956253, "objective/train/tokens_used": 1658860000, "theoretical_loss": 3.4890409162956253, "tokens_seen": 1638400000 }, { "epoch": 0.59, "learning_rate": 0.0002095942878759221, "loss": 2.6581, "theoretical_loss": 3.4890409162956253, "tokens_seen": 1638400000 }, { "epoch": 0.59, "learning_rate": 0.00020935785889918669, "loss": 2.6723, "theoretical_loss": 3.48879908480232, "tokens_seen": 1639710720 }, { "epoch": 0.59, "learning_rate": 0.0002091214299224513, "loss": 2.6042, "theoretical_loss": 3.4885575006200136, "tokens_seen": 1641021440 }, { "epoch": 0.59, "learning_rate": 0.0002088850009457159, "loss": 2.6188, "theoretical_loss": 3.488316163298561, "tokens_seen": 1642332160 }, { "epoch": 0.59, "learning_rate": 0.0002086485719689805, "loss": 2.6243, "theoretical_loss": 3.488075072388996, "tokens_seen": 1643642880 }, { "epoch": 0.59, "learning_rate": 0.00020841214299224516, "loss": 2.686, "theoretical_loss": 3.487834227443525, "tokens_seen": 1644953600 }, { "epoch": 0.59, "learning_rate": 0.00020817571401550975, "loss": 2.6495, "theoretical_loss": 3.4875936280155244, "tokens_seen": 1646264320 }, { "epoch": 0.59, "learning_rate": 0.00020793928503877435, "loss": 2.616, "theoretical_loss": 3.4873532736595374, "tokens_seen": 1647575040 }, { "epoch": 0.59, "learning_rate": 0.00020770285606203898, "loss": 2.6414, "theoretical_loss": 3.4871131639312676, "tokens_seen": 1648885760 }, { "epoch": 0.59, "learning_rate": 0.00020746642708530357, "loss": 2.5749, "theoretical_loss": 3.486873298387577, "tokens_seen": 1650196480 }, { "epoch": 0.59, "learning_rate": 0.0002072299981085682, "loss": 2.5827, "theoretical_loss": 3.4866336765864814, "tokens_seen": 1651507200 }, { "epoch": 0.59, "learning_rate": 0.00020699356913183282, "loss": 2.5763, "theoretical_loss": 3.4863942980871463, "tokens_seen": 1652817920 }, { "epoch": 0.59, "learning_rate": 0.00020675714015509742, "loss": 2.6469, "theoretical_loss": 3.4861551624498843, "tokens_seen": 1654128640 }, { "epoch": 0.59, "learning_rate": 0.00020652071117836202, "loss": 2.6399, "theoretical_loss": 3.485916269236149, "tokens_seen": 1655439360 }, { "epoch": 0.59, "learning_rate": 0.00020628428220162662, "loss": 2.6567, "theoretical_loss": 3.485677618008533, "tokens_seen": 1656750080 }, { "epoch": 0.59, "learning_rate": 0.00020604785322489124, "loss": 2.6861, "theoretical_loss": 3.4854392083307637, "tokens_seen": 1658060800 }, { "epoch": 0.59, "learning_rate": 0.00020581142424815586, "loss": 2.6394, "theoretical_loss": 3.4852010397676976, "tokens_seen": 1659371520 }, { "epoch": 0.59, "learning_rate": 0.00020557499527142046, "loss": 2.5472, "theoretical_loss": 3.4849631118853193, "tokens_seen": 1660682240 }, { "epoch": 0.59, "learning_rate": 0.00020533856629468509, "loss": 2.643, "theoretical_loss": 3.484725424250737, "tokens_seen": 1661992960 }, { "epoch": 0.59, "learning_rate": 0.00020510213731794968, "loss": 2.6283, "theoretical_loss": 3.4844879764321766, "tokens_seen": 1663303680 }, { "epoch": 0.59, "learning_rate": 0.00020486570834121428, "loss": 2.6657, "theoretical_loss": 3.4842507679989803, "tokens_seen": 1664614400 }, { "epoch": 0.59, "learning_rate": 0.00020462927936447893, "loss": 2.6315, "theoretical_loss": 3.4840137985216013, "tokens_seen": 1665925120 }, { "epoch": 0.6, "learning_rate": 0.00020439285038774353, "loss": 2.6279, "theoretical_loss": 3.4837770675716015, "tokens_seen": 1667235840 }, { "epoch": 0.6, "learning_rate": 0.00020415642141100813, "loss": 2.594, "theoretical_loss": 3.4835405747216477, "tokens_seen": 1668546560 }, { "epoch": 0.6, "learning_rate": 0.00020391999243427275, "loss": 2.6155, "theoretical_loss": 3.483304319545505, "tokens_seen": 1669857280 }, { "epoch": 0.6, "learning_rate": 0.00020368356345753735, "loss": 2.5608, "theoretical_loss": 3.4830683016180375, "tokens_seen": 1671168000 }, { "epoch": 0.6, "learning_rate": 0.00020344713448080195, "loss": 2.5799, "theoretical_loss": 3.4828325205152013, "tokens_seen": 1672478720 }, { "epoch": 0.6, "learning_rate": 0.0002032107055040666, "loss": 2.5807, "theoretical_loss": 3.482596975814042, "tokens_seen": 1673789440 }, { "epoch": 0.6, "learning_rate": 0.0002029742765273312, "loss": 2.5286, "theoretical_loss": 3.4823616670926913, "tokens_seen": 1675100160 }, { "epoch": 0.6, "learning_rate": 0.0002027378475505958, "loss": 2.5638, "theoretical_loss": 3.4821265939303636, "tokens_seen": 1676410880 }, { "epoch": 0.6, "learning_rate": 0.00020250141857386042, "loss": 2.5966, "theoretical_loss": 3.48189175590735, "tokens_seen": 1677721600 }, { "epoch": 0.6, "learning_rate": 0.00020226498959712502, "loss": 2.6438, "theoretical_loss": 3.481657152605019, "tokens_seen": 1679032320 }, { "epoch": 0.6, "learning_rate": 0.00020202856062038964, "loss": 2.5879, "theoretical_loss": 3.481422783605809, "tokens_seen": 1680343040 }, { "epoch": 0.6, "learning_rate": 0.00020179213164365427, "loss": 2.5706, "theoretical_loss": 3.4811886484932266, "tokens_seen": 1681653760 }, { "epoch": 0.6, "learning_rate": 0.00020155570266691886, "loss": 2.6023, "theoretical_loss": 3.4809547468518423, "tokens_seen": 1682964480 }, { "epoch": 0.6, "learning_rate": 0.00020131927369018346, "loss": 2.6127, "theoretical_loss": 3.480721078267288, "tokens_seen": 1684275200 }, { "epoch": 0.6, "learning_rate": 0.00020108284471344808, "loss": 2.5746, "theoretical_loss": 3.4804876423262523, "tokens_seen": 1685585920 }, { "epoch": 0.6, "learning_rate": 0.00020084641573671268, "loss": 2.6502, "theoretical_loss": 3.480254438616477, "tokens_seen": 1686896640 }, { "epoch": 0.6, "learning_rate": 0.0002006099867599773, "loss": 2.6674, "theoretical_loss": 3.480021466726755, "tokens_seen": 1688207360 }, { "epoch": 0.6, "learning_rate": 0.00020037355778324193, "loss": 2.6241, "theoretical_loss": 3.479788726246925, "tokens_seen": 1689518080 }, { "epoch": 0.6, "learning_rate": 0.00020013712880650653, "loss": 2.6298, "theoretical_loss": 3.479556216767869, "tokens_seen": 1690828800 }, { "epoch": 0.6, "learning_rate": 0.00019990069982977113, "loss": 2.6242, "theoretical_loss": 3.47932393788151, "tokens_seen": 1692139520 }, { "epoch": 0.6, "learning_rate": 0.00019966427085303575, "loss": 2.5862, "theoretical_loss": 3.4790918891808054, "tokens_seen": 1693450240 }, { "epoch": 0.61, "learning_rate": 0.00019942784187630038, "loss": 2.634, "theoretical_loss": 3.4788600702597465, "tokens_seen": 1694760960 }, { "epoch": 0.61, "learning_rate": 0.00019919141289956497, "loss": 2.5675, "theoretical_loss": 3.4786284807133536, "tokens_seen": 1696071680 }, { "epoch": 0.61, "learning_rate": 0.0001989549839228296, "loss": 2.607, "theoretical_loss": 3.4783971201376738, "tokens_seen": 1697382400 }, { "epoch": 0.61, "learning_rate": 0.0001987185549460942, "loss": 2.62, "theoretical_loss": 3.478165988129776, "tokens_seen": 1698693120 }, { "epoch": 0.61, "learning_rate": 0.0001984821259693588, "loss": 2.5854, "theoretical_loss": 3.477935084287748, "tokens_seen": 1700003840 }, { "epoch": 0.61, "learning_rate": 0.00019824569699262344, "loss": 2.5798, "theoretical_loss": 3.4777044082106956, "tokens_seen": 1701314560 }, { "epoch": 0.61, "learning_rate": 0.00019800926801588804, "loss": 2.5871, "theoretical_loss": 3.4774739594987345, "tokens_seen": 1702625280 }, { "epoch": 0.61, "objective/train/docs_used": 939851, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.475644588470459, "objective/train/theoretical_loss": 3.477243737752991, "objective/train/tokens_used": 1724396000, "theoretical_loss": 3.477243737752991, "tokens_seen": 1703936000 }, { "epoch": 0.61, "learning_rate": 0.00019777283903915264, "loss": 2.6018, "theoretical_loss": 3.477243737752991, "tokens_seen": 1703936000 }, { "epoch": 0.61, "learning_rate": 0.00019753641006241726, "loss": 2.6095, "theoretical_loss": 3.477013742575597, "tokens_seen": 1705246720 }, { "epoch": 0.61, "learning_rate": 0.00019729998108568186, "loss": 2.6152, "theoretical_loss": 3.4767839735696877, "tokens_seen": 1706557440 }, { "epoch": 0.61, "learning_rate": 0.00019706355210894646, "loss": 2.6008, "theoretical_loss": 3.4765544303393963, "tokens_seen": 1707868160 }, { "epoch": 0.61, "learning_rate": 0.0001968271231322111, "loss": 2.5921, "theoretical_loss": 3.476325112489853, "tokens_seen": 1709178880 }, { "epoch": 0.61, "learning_rate": 0.0001965906941554757, "loss": 2.6153, "theoretical_loss": 3.476096019627181, "tokens_seen": 1710489600 }, { "epoch": 0.61, "learning_rate": 0.0001963542651787403, "loss": 2.59, "theoretical_loss": 3.475867151358491, "tokens_seen": 1711800320 }, { "epoch": 0.61, "learning_rate": 0.00019611783620200493, "loss": 2.6333, "theoretical_loss": 3.475638507291883, "tokens_seen": 1713111040 }, { "epoch": 0.61, "learning_rate": 0.00019588140722526953, "loss": 2.6129, "theoretical_loss": 3.4754100870364373, "tokens_seen": 1714421760 }, { "epoch": 0.61, "learning_rate": 0.00019564497824853415, "loss": 2.5978, "theoretical_loss": 3.475181890202215, "tokens_seen": 1715732480 }, { "epoch": 0.61, "learning_rate": 0.00019540854927179878, "loss": 2.6213, "theoretical_loss": 3.474953916400255, "tokens_seen": 1717043200 }, { "epoch": 0.61, "learning_rate": 0.00019517212029506337, "loss": 2.5932, "theoretical_loss": 3.4747261652425676, "tokens_seen": 1718353920 }, { "epoch": 0.61, "learning_rate": 0.00019493569131832797, "loss": 2.6082, "theoretical_loss": 3.474498636342134, "tokens_seen": 1719664640 }, { "epoch": 0.61, "learning_rate": 0.0001946992623415926, "loss": 2.617, "theoretical_loss": 3.474271329312904, "tokens_seen": 1720975360 }, { "epoch": 0.62, "learning_rate": 0.0001944628333648572, "loss": 2.6244, "theoretical_loss": 3.4740442437697894, "tokens_seen": 1722286080 }, { "epoch": 0.62, "learning_rate": 0.00019422640438812182, "loss": 2.6072, "theoretical_loss": 3.4738173793286626, "tokens_seen": 1723596800 }, { "epoch": 0.62, "learning_rate": 0.00019398997541138642, "loss": 2.6259, "theoretical_loss": 3.4735907356063556, "tokens_seen": 1724907520 }, { "epoch": 0.62, "learning_rate": 0.00019375354643465104, "loss": 2.5887, "theoretical_loss": 3.4733643122206534, "tokens_seen": 1726218240 }, { "epoch": 0.62, "learning_rate": 0.00019351711745791564, "loss": 2.6193, "theoretical_loss": 3.473138108790293, "tokens_seen": 1727528960 }, { "epoch": 0.62, "learning_rate": 0.00019328068848118024, "loss": 2.5833, "theoretical_loss": 3.4729121249349597, "tokens_seen": 1728839680 }, { "epoch": 0.62, "learning_rate": 0.0001930442595044449, "loss": 2.5894, "theoretical_loss": 3.4726863602752838, "tokens_seen": 1730150400 }, { "epoch": 0.62, "learning_rate": 0.00019280783052770948, "loss": 2.6459, "theoretical_loss": 3.4724608144328384, "tokens_seen": 1731461120 }, { "epoch": 0.62, "learning_rate": 0.00019257140155097408, "loss": 2.6534, "theoretical_loss": 3.4722354870301353, "tokens_seen": 1732771840 }, { "epoch": 0.62, "learning_rate": 0.0001923349725742387, "loss": 2.6825, "theoretical_loss": 3.4720103776906224, "tokens_seen": 1734082560 }, { "epoch": 0.62, "learning_rate": 0.0001920985435975033, "loss": 2.6775, "theoretical_loss": 3.471785486038681, "tokens_seen": 1735393280 }, { "epoch": 0.62, "learning_rate": 0.0001918621146207679, "loss": 2.6321, "theoretical_loss": 3.4715608116996224, "tokens_seen": 1736704000 }, { "epoch": 0.62, "learning_rate": 0.00019162568564403255, "loss": 2.6644, "theoretical_loss": 3.4713363542996847, "tokens_seen": 1738014720 }, { "epoch": 0.62, "learning_rate": 0.00019138925666729715, "loss": 2.6109, "theoretical_loss": 3.47111211346603, "tokens_seen": 1739325440 }, { "epoch": 0.62, "learning_rate": 0.00019115282769056175, "loss": 2.6322, "theoretical_loss": 3.470888088826743, "tokens_seen": 1740636160 }, { "epoch": 0.62, "learning_rate": 0.00019091639871382637, "loss": 2.571, "theoretical_loss": 3.4706642800108245, "tokens_seen": 1741946880 }, { "epoch": 0.62, "learning_rate": 0.00019067996973709097, "loss": 2.5861, "theoretical_loss": 3.4704406866481916, "tokens_seen": 1743257600 }, { "epoch": 0.62, "learning_rate": 0.0001904435407603556, "loss": 2.6061, "theoretical_loss": 3.470217308369673, "tokens_seen": 1744568320 }, { "epoch": 0.62, "learning_rate": 0.00019020711178362022, "loss": 2.6322, "theoretical_loss": 3.469994144807007, "tokens_seen": 1745879040 }, { "epoch": 0.62, "learning_rate": 0.00018997068280688482, "loss": 2.6796, "theoretical_loss": 3.46977119559284, "tokens_seen": 1747189760 }, { "epoch": 0.62, "learning_rate": 0.00018973425383014941, "loss": 2.6798, "theoretical_loss": 3.4695484603607185, "tokens_seen": 1748500480 }, { "epoch": 0.62, "learning_rate": 0.00018949782485341404, "loss": 2.6083, "theoretical_loss": 3.4693259387450923, "tokens_seen": 1749811200 }, { "epoch": 0.63, "learning_rate": 0.00018926139587667864, "loss": 2.6746, "theoretical_loss": 3.4691036303813076, "tokens_seen": 1751121920 }, { "epoch": 0.63, "learning_rate": 0.00018902496689994326, "loss": 2.6228, "theoretical_loss": 3.4688815349056066, "tokens_seen": 1752432640 }, { "epoch": 0.63, "learning_rate": 0.00018878853792320789, "loss": 2.5895, "theoretical_loss": 3.4686596519551216, "tokens_seen": 1753743360 }, { "epoch": 0.63, "learning_rate": 0.00018855210894647248, "loss": 2.6363, "theoretical_loss": 3.4684379811678756, "tokens_seen": 1755054080 }, { "epoch": 0.63, "learning_rate": 0.00018831567996973708, "loss": 2.5844, "theoretical_loss": 3.468216522182778, "tokens_seen": 1756364800 }, { "epoch": 0.63, "learning_rate": 0.0001880792509930017, "loss": 2.6266, "theoretical_loss": 3.4679952746396197, "tokens_seen": 1757675520 }, { "epoch": 0.63, "learning_rate": 0.00018784282201626633, "loss": 2.6769, "theoretical_loss": 3.4677742381790746, "tokens_seen": 1758986240 }, { "epoch": 0.63, "learning_rate": 0.00018760639303953093, "loss": 2.5562, "theoretical_loss": 3.467553412442693, "tokens_seen": 1760296960 }, { "epoch": 0.63, "learning_rate": 0.00018736996406279555, "loss": 2.6326, "theoretical_loss": 3.467332797072901, "tokens_seen": 1761607680 }, { "epoch": 0.63, "learning_rate": 0.00018713353508606015, "loss": 2.6215, "theoretical_loss": 3.4671123917129956, "tokens_seen": 1762918400 }, { "epoch": 0.63, "learning_rate": 0.00018689710610932475, "loss": 2.6383, "theoretical_loss": 3.4668921960071453, "tokens_seen": 1764229120 }, { "epoch": 0.63, "learning_rate": 0.0001866606771325894, "loss": 2.599, "theoretical_loss": 3.4666722096003837, "tokens_seen": 1765539840 }, { "epoch": 0.63, "learning_rate": 0.000186424248155854, "loss": 2.6509, "theoretical_loss": 3.4664524321386088, "tokens_seen": 1766850560 }, { "epoch": 0.63, "learning_rate": 0.0001861878191791186, "loss": 2.625, "theoretical_loss": 3.4662328632685795, "tokens_seen": 1768161280 }, { "epoch": 0.63, "objective/train/docs_used": 974565, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.7965548038482666, "objective/train/theoretical_loss": 3.4660135026379137, "objective/train/tokens_used": 1789932000, "theoretical_loss": 3.4660135026379137, "tokens_seen": 1769472000 }, { "epoch": 0.63, "learning_rate": 0.00018595139020238322, "loss": 2.6176, "theoretical_loss": 3.4660135026379137, "tokens_seen": 1769472000 }, { "epoch": 0.63, "learning_rate": 0.00018571496122564782, "loss": 2.638, "theoretical_loss": 3.4657943498950856, "tokens_seen": 1770782720 }, { "epoch": 0.63, "learning_rate": 0.0001854785322489124, "loss": 2.5975, "theoretical_loss": 3.465575404689421, "tokens_seen": 1772093440 }, { "epoch": 0.63, "learning_rate": 0.00018524210327217706, "loss": 2.648, "theoretical_loss": 3.465356666671097, "tokens_seen": 1773404160 }, { "epoch": 0.63, "learning_rate": 0.00018500567429544166, "loss": 2.6802, "theoretical_loss": 3.465138135491137, "tokens_seen": 1774714880 }, { "epoch": 0.63, "learning_rate": 0.00018476924531870626, "loss": 2.6606, "theoretical_loss": 3.4649198108014123, "tokens_seen": 1776025600 }, { "epoch": 0.63, "learning_rate": 0.00018453281634197088, "loss": 2.6219, "theoretical_loss": 3.464701692254634, "tokens_seen": 1777336320 }, { "epoch": 0.64, "learning_rate": 0.00018429638736523548, "loss": 2.6703, "theoretical_loss": 3.464483779504353, "tokens_seen": 1778647040 }, { "epoch": 0.64, "learning_rate": 0.00018407177983733686, "loss": 2.6938, "theoretical_loss": 3.4642660722049583, "tokens_seen": 1779957760 }, { "epoch": 0.64, "learning_rate": 0.00018383535086060148, "loss": 2.6678, "theoretical_loss": 3.4640485700116725, "tokens_seen": 1781268480 }, { "epoch": 0.64, "learning_rate": 0.0001835989218838661, "loss": 2.6656, "theoretical_loss": 3.46383127258055, "tokens_seen": 1782579200 }, { "epoch": 0.64, "learning_rate": 0.0001833624929071307, "loss": 2.6346, "theoretical_loss": 3.4636141795684754, "tokens_seen": 1783889920 }, { "epoch": 0.64, "learning_rate": 0.00018312606393039533, "loss": 2.6712, "theoretical_loss": 3.463397290633157, "tokens_seen": 1785200640 }, { "epoch": 0.64, "learning_rate": 0.00018288963495365993, "loss": 2.6381, "theoretical_loss": 3.4631806054331316, "tokens_seen": 1786511360 }, { "epoch": 0.64, "learning_rate": 0.00018265320597692452, "loss": 2.5966, "theoretical_loss": 3.4629641236277524, "tokens_seen": 1787822080 }, { "epoch": 0.64, "learning_rate": 0.00018241677700018915, "loss": 2.6288, "theoretical_loss": 3.4627478448771947, "tokens_seen": 1789132800 }, { "epoch": 0.64, "learning_rate": 0.00018218034802345377, "loss": 2.6481, "theoretical_loss": 3.4625317688424486, "tokens_seen": 1790443520 }, { "epoch": 0.64, "learning_rate": 0.00018194391904671837, "loss": 2.6325, "theoretical_loss": 3.462315895185318, "tokens_seen": 1791754240 }, { "epoch": 0.64, "learning_rate": 0.000181707490069983, "loss": 2.6426, "theoretical_loss": 3.4621002235684184, "tokens_seen": 1793064960 }, { "epoch": 0.64, "learning_rate": 0.0001814710610932476, "loss": 2.6607, "theoretical_loss": 3.4618847536551733, "tokens_seen": 1794375680 }, { "epoch": 0.64, "learning_rate": 0.0001812346321165122, "loss": 2.7191, "theoretical_loss": 3.4616694851098124, "tokens_seen": 1795686400 }, { "epoch": 0.64, "learning_rate": 0.00018099820313977681, "loss": 2.6591, "theoretical_loss": 3.4614544175973694, "tokens_seen": 1796997120 }, { "epoch": 0.64, "learning_rate": 0.00018076177416304144, "loss": 2.671, "theoretical_loss": 3.461239550783678, "tokens_seen": 1798307840 }, { "epoch": 0.64, "learning_rate": 0.00018052534518630604, "loss": 2.7014, "theoretical_loss": 3.4610248843353713, "tokens_seen": 1799618560 }, { "epoch": 0.64, "learning_rate": 0.00018028891620957063, "loss": 2.6571, "theoretical_loss": 3.460810417919878, "tokens_seen": 1800929280 }, { "epoch": 0.64, "learning_rate": 0.00018005248723283526, "loss": 2.6381, "theoretical_loss": 3.4605961512054204, "tokens_seen": 1802240000 }, { "epoch": 0.64, "learning_rate": 0.00017981605825609986, "loss": 2.6925, "theoretical_loss": 3.4603820838610115, "tokens_seen": 1803550720 }, { "epoch": 0.64, "learning_rate": 0.00017957962927936448, "loss": 2.6638, "theoretical_loss": 3.460168215556455, "tokens_seen": 1804861440 }, { "epoch": 0.65, "learning_rate": 0.0001793432003026291, "loss": 2.6744, "theoretical_loss": 3.4599545459623364, "tokens_seen": 1806172160 }, { "epoch": 0.65, "learning_rate": 0.0001791067713258937, "loss": 2.6628, "theoretical_loss": 3.4597410747500295, "tokens_seen": 1807482880 }, { "epoch": 0.65, "learning_rate": 0.0001788703423491583, "loss": 2.6662, "theoretical_loss": 3.459527801591687, "tokens_seen": 1808793600 }, { "epoch": 0.65, "learning_rate": 0.00017863391337242292, "loss": 2.6041, "theoretical_loss": 3.4593147261602404, "tokens_seen": 1810104320 }, { "epoch": 0.65, "learning_rate": 0.00017839748439568755, "loss": 2.6297, "theoretical_loss": 3.459101848129399, "tokens_seen": 1811415040 }, { "epoch": 0.65, "learning_rate": 0.00017816105541895215, "loss": 2.6372, "theoretical_loss": 3.4588891671736457, "tokens_seen": 1812725760 }, { "epoch": 0.65, "learning_rate": 0.00017792462644221677, "loss": 2.5911, "theoretical_loss": 3.4586766829682336, "tokens_seen": 1814036480 }, { "epoch": 0.65, "learning_rate": 0.00017768819746548137, "loss": 2.6594, "theoretical_loss": 3.4584643951891865, "tokens_seen": 1815347200 }, { "epoch": 0.65, "learning_rate": 0.00017745176848874597, "loss": 2.5747, "theoretical_loss": 3.4582523035132953, "tokens_seen": 1816657920 }, { "epoch": 0.65, "learning_rate": 0.0001772153395120106, "loss": 2.6825, "theoretical_loss": 3.458040407618115, "tokens_seen": 1817968640 }, { "epoch": 0.65, "learning_rate": 0.00017697891053527521, "loss": 2.624, "theoretical_loss": 3.457828707181962, "tokens_seen": 1819279360 }, { "epoch": 0.65, "learning_rate": 0.0001767424815585398, "loss": 2.611, "theoretical_loss": 3.4576172018839135, "tokens_seen": 1820590080 }, { "epoch": 0.65, "learning_rate": 0.00017650605258180444, "loss": 2.6476, "theoretical_loss": 3.4574058914038037, "tokens_seen": 1821900800 }, { "epoch": 0.65, "learning_rate": 0.00017626962360506903, "loss": 2.6786, "theoretical_loss": 3.4571947754222228, "tokens_seen": 1823211520 }, { "epoch": 0.65, "learning_rate": 0.00017603319462833363, "loss": 2.6401, "theoretical_loss": 3.456983853620513, "tokens_seen": 1824522240 }, { "epoch": 0.65, "learning_rate": 0.00017579676565159828, "loss": 2.6416, "theoretical_loss": 3.4567731256807663, "tokens_seen": 1825832960 }, { "epoch": 0.65, "learning_rate": 0.00017556033667486288, "loss": 2.5704, "theoretical_loss": 3.4565625912858255, "tokens_seen": 1827143680 }, { "epoch": 0.65, "learning_rate": 0.00017532390769812748, "loss": 2.6275, "theoretical_loss": 3.4563522501192754, "tokens_seen": 1828454400 }, { "epoch": 0.65, "learning_rate": 0.0001750874787213921, "loss": 2.6132, "theoretical_loss": 3.456142101865449, "tokens_seen": 1829765120 }, { "epoch": 0.65, "learning_rate": 0.0001748510497446567, "loss": 2.5749, "theoretical_loss": 3.4559321462094164, "tokens_seen": 1831075840 }, { "epoch": 0.65, "learning_rate": 0.00017461462076792133, "loss": 2.6423, "theoretical_loss": 3.4557223828369894, "tokens_seen": 1832386560 }, { "epoch": 0.65, "learning_rate": 0.00017437819179118595, "loss": 2.578, "theoretical_loss": 3.4555128114347164, "tokens_seen": 1833697280 }, { "epoch": 0.66, "objective/train/docs_used": 1010130, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.541393280029297, "objective/train/theoretical_loss": 3.455303431689879, "objective/train/tokens_used": 1855468000, "theoretical_loss": 3.455303431689879, "tokens_seen": 1835008000 }, { "epoch": 0.66, "learning_rate": 0.00017414176281445055, "loss": 2.5812, "theoretical_loss": 3.455303431689879, "tokens_seen": 1835008000 }, { "epoch": 0.66, "learning_rate": 0.00017390533383771514, "loss": 2.6565, "theoretical_loss": 3.4550942432904925, "tokens_seen": 1836318720 }, { "epoch": 0.66, "learning_rate": 0.00017366890486097977, "loss": 2.631, "theoretical_loss": 3.4548852459253014, "tokens_seen": 1837629440 }, { "epoch": 0.66, "learning_rate": 0.00017343247588424437, "loss": 2.6222, "theoretical_loss": 3.4546764392837783, "tokens_seen": 1838940160 }, { "epoch": 0.66, "learning_rate": 0.000173196046907509, "loss": 2.6003, "theoretical_loss": 3.454467823056122, "tokens_seen": 1840250880 }, { "epoch": 0.66, "learning_rate": 0.00017295961793077362, "loss": 2.5874, "theoretical_loss": 3.4542593969332542, "tokens_seen": 1841561600 }, { "epoch": 0.66, "learning_rate": 0.0001727231889540382, "loss": 2.5957, "theoretical_loss": 3.4540511606068174, "tokens_seen": 1842872320 }, { "epoch": 0.66, "learning_rate": 0.0001724867599773028, "loss": 2.5831, "theoretical_loss": 3.4538431137691745, "tokens_seen": 1844183040 }, { "epoch": 0.66, "learning_rate": 0.00017225033100056744, "loss": 2.5895, "theoretical_loss": 3.4536352561134036, "tokens_seen": 1845493760 }, { "epoch": 0.66, "learning_rate": 0.00017201390202383206, "loss": 2.5851, "theoretical_loss": 3.453427587333298, "tokens_seen": 1846804480 }, { "epoch": 0.66, "learning_rate": 0.00017177747304709666, "loss": 2.585, "theoretical_loss": 3.453220107123365, "tokens_seen": 1848115200 }, { "epoch": 0.66, "learning_rate": 0.00017155286551919806, "loss": 2.6232, "theoretical_loss": 3.4530128151788193, "tokens_seen": 1849425920 }, { "epoch": 0.66, "learning_rate": 0.0001713282579912994, "loss": 2.5706, "theoretical_loss": 3.452805711195586, "tokens_seen": 1850736640 }, { "epoch": 0.66, "learning_rate": 0.00017109182901456403, "loss": 2.6315, "theoretical_loss": 3.4525987948702963, "tokens_seen": 1852047360 }, { "epoch": 0.66, "learning_rate": 0.00017085540003782866, "loss": 2.6252, "theoretical_loss": 3.452392065900284, "tokens_seen": 1853358080 }, { "epoch": 0.66, "learning_rate": 0.00017061897106109326, "loss": 2.5495, "theoretical_loss": 3.4521855239835855, "tokens_seen": 1854668800 }, { "epoch": 0.66, "learning_rate": 0.00017038254208435785, "loss": 2.6111, "theoretical_loss": 3.4519791688189363, "tokens_seen": 1855979520 }, { "epoch": 0.66, "learning_rate": 0.00017014611310762248, "loss": 2.5751, "theoretical_loss": 3.45177300010577, "tokens_seen": 1857290240 }, { "epoch": 0.66, "learning_rate": 0.00016990968413088708, "loss": 2.5322, "theoretical_loss": 3.4515670175442157, "tokens_seen": 1858600960 }, { "epoch": 0.66, "learning_rate": 0.0001696732551541517, "loss": 2.5688, "theoretical_loss": 3.4513612208350946, "tokens_seen": 1859911680 }, { "epoch": 0.66, "learning_rate": 0.00016943682617741632, "loss": 2.5873, "theoretical_loss": 3.4511556096799216, "tokens_seen": 1861222400 }, { "epoch": 0.67, "learning_rate": 0.00016920039720068092, "loss": 2.5764, "theoretical_loss": 3.450950183780898, "tokens_seen": 1862533120 }, { "epoch": 0.67, "learning_rate": 0.00016896396822394552, "loss": 2.5844, "theoretical_loss": 3.450744942840913, "tokens_seen": 1863843840 }, { "epoch": 0.67, "learning_rate": 0.00016872753924721014, "loss": 2.6312, "theoretical_loss": 3.450539886563542, "tokens_seen": 1865154560 }, { "epoch": 0.67, "learning_rate": 0.00016849111027047477, "loss": 2.6101, "theoretical_loss": 3.450335014653043, "tokens_seen": 1866465280 }, { "epoch": 0.67, "learning_rate": 0.00016825468129373937, "loss": 2.6144, "theoretical_loss": 3.4501303268143535, "tokens_seen": 1867776000 }, { "epoch": 0.67, "learning_rate": 0.000168018252317004, "loss": 2.5633, "theoretical_loss": 3.449925822753091, "tokens_seen": 1869086720 }, { "epoch": 0.67, "learning_rate": 0.0001677818233402686, "loss": 2.5613, "theoretical_loss": 3.4497215021755494, "tokens_seen": 1870397440 }, { "epoch": 0.67, "learning_rate": 0.00016754539436353319, "loss": 2.6376, "theoretical_loss": 3.4495173647886985, "tokens_seen": 1871708160 }, { "epoch": 0.67, "learning_rate": 0.00016730896538679778, "loss": 2.5536, "theoretical_loss": 3.449313410300179, "tokens_seen": 1873018880 }, { "epoch": 0.67, "learning_rate": 0.00016707253641006243, "loss": 2.611, "theoretical_loss": 3.449109638418304, "tokens_seen": 1874329600 }, { "epoch": 0.67, "learning_rate": 0.00016683610743332703, "loss": 2.5671, "theoretical_loss": 3.448906048852054, "tokens_seen": 1875640320 }, { "epoch": 0.67, "learning_rate": 0.00016659967845659163, "loss": 2.5672, "theoretical_loss": 3.448702641311077, "tokens_seen": 1876951040 }, { "epoch": 0.67, "learning_rate": 0.00016636324947985625, "loss": 2.6298, "theoretical_loss": 3.4484994155056867, "tokens_seen": 1878261760 }, { "epoch": 0.67, "learning_rate": 0.00016613864195195763, "loss": 2.6059, "theoretical_loss": 3.4482963711468573, "tokens_seen": 1879572480 }, { "epoch": 0.67, "learning_rate": 0.00016590221297522223, "loss": 2.6096, "theoretical_loss": 3.4480935079462256, "tokens_seen": 1880883200 }, { "epoch": 0.67, "learning_rate": 0.00016566578399848685, "loss": 2.6196, "theoretical_loss": 3.4478908256160867, "tokens_seen": 1882193920 }, { "epoch": 0.67, "learning_rate": 0.00016542935502175148, "loss": 2.5509, "theoretical_loss": 3.447688323869392, "tokens_seen": 1883504640 }, { "epoch": 0.67, "learning_rate": 0.00016519292604501607, "loss": 2.6382, "theoretical_loss": 3.4474860024197485, "tokens_seen": 1884815360 }, { "epoch": 0.67, "learning_rate": 0.0001649564970682807, "loss": 2.5882, "theoretical_loss": 3.4472838609814165, "tokens_seen": 1886126080 }, { "epoch": 0.67, "learning_rate": 0.0001647200680915453, "loss": 2.6138, "theoretical_loss": 3.447081899269307, "tokens_seen": 1887436800 }, { "epoch": 0.67, "learning_rate": 0.0001644836391148099, "loss": 2.6269, "theoretical_loss": 3.4468801169989782, "tokens_seen": 1888747520 }, { "epoch": 0.68, "learning_rate": 0.00016424721013807455, "loss": 2.6183, "theoretical_loss": 3.446678513886639, "tokens_seen": 1890058240 }, { "epoch": 0.68, "learning_rate": 0.00016401078116133914, "loss": 2.5974, "theoretical_loss": 3.4464770896491403, "tokens_seen": 1891368960 }, { "epoch": 0.68, "learning_rate": 0.00016377435218460374, "loss": 2.5973, "theoretical_loss": 3.4462758440039787, "tokens_seen": 1892679680 }, { "epoch": 0.68, "learning_rate": 0.00016353792320786836, "loss": 2.6417, "theoretical_loss": 3.446074776669291, "tokens_seen": 1893990400 }, { "epoch": 0.68, "learning_rate": 0.00016330149423113296, "loss": 2.6234, "theoretical_loss": 3.4458738873638532, "tokens_seen": 1895301120 }, { "epoch": 0.68, "learning_rate": 0.00016306506525439756, "loss": 2.6469, "theoretical_loss": 3.4456731758070793, "tokens_seen": 1896611840 }, { "epoch": 0.68, "learning_rate": 0.0001628286362776622, "loss": 2.6483, "theoretical_loss": 3.4454726417190202, "tokens_seen": 1897922560 }, { "epoch": 0.68, "learning_rate": 0.0001625922073009268, "loss": 2.6754, "theoretical_loss": 3.445272284820359, "tokens_seen": 1899233280 }, { "epoch": 0.68, "objective/train/docs_used": 1045664, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.4606642723083496, "objective/train/theoretical_loss": 3.4450721048324118, "objective/train/tokens_used": 1921004000, "theoretical_loss": 3.4450721048324118, "tokens_seen": 1900544000 }, { "epoch": 0.68, "learning_rate": 0.0001623557783241914, "loss": 2.6801, "theoretical_loss": 3.4450721048324118, "tokens_seen": 1900544000 }, { "epoch": 0.68, "learning_rate": 0.00016211934934745603, "loss": 2.6629, "theoretical_loss": 3.4448721014771233, "tokens_seen": 1901854720 }, { "epoch": 0.68, "learning_rate": 0.00016188292037072063, "loss": 2.6753, "theoretical_loss": 3.4446722744770693, "tokens_seen": 1903165440 }, { "epoch": 0.68, "learning_rate": 0.00016164649139398525, "loss": 2.6808, "theoretical_loss": 3.444472623555449, "tokens_seen": 1904476160 }, { "epoch": 0.68, "learning_rate": 0.00016141006241724988, "loss": 2.6136, "theoretical_loss": 3.444273148436088, "tokens_seen": 1905786880 }, { "epoch": 0.68, "learning_rate": 0.00016117363344051447, "loss": 2.698, "theoretical_loss": 3.444073848843434, "tokens_seen": 1907097600 }, { "epoch": 0.68, "learning_rate": 0.00016093720446377907, "loss": 2.7264, "theoretical_loss": 3.4438747245025563, "tokens_seen": 1908408320 }, { "epoch": 0.68, "learning_rate": 0.0001607007754870437, "loss": 2.6882, "theoretical_loss": 3.443675775139142, "tokens_seen": 1909719040 }, { "epoch": 0.68, "learning_rate": 0.0001604643465103083, "loss": 2.6627, "theoretical_loss": 3.443477000479497, "tokens_seen": 1911029760 }, { "epoch": 0.68, "learning_rate": 0.00016022791753357292, "loss": 2.6331, "theoretical_loss": 3.443278400250541, "tokens_seen": 1912340480 }, { "epoch": 0.68, "learning_rate": 0.00015999148855683754, "loss": 2.6003, "theoretical_loss": 3.443079974179809, "tokens_seen": 1913651200 }, { "epoch": 0.68, "learning_rate": 0.00015975505958010214, "loss": 2.6259, "theoretical_loss": 3.4428817219954455, "tokens_seen": 1914961920 }, { "epoch": 0.68, "learning_rate": 0.00015951863060336674, "loss": 2.6676, "theoretical_loss": 3.4426836434262085, "tokens_seen": 1916272640 }, { "epoch": 0.68, "learning_rate": 0.00015928220162663136, "loss": 2.6374, "theoretical_loss": 3.4424857382014613, "tokens_seen": 1917583360 }, { "epoch": 0.69, "learning_rate": 0.000159045772649896, "loss": 2.6431, "theoretical_loss": 3.442288006051175, "tokens_seen": 1918894080 }, { "epoch": 0.69, "learning_rate": 0.00015880934367316059, "loss": 2.5921, "theoretical_loss": 3.442090446705925, "tokens_seen": 1920204800 }, { "epoch": 0.69, "learning_rate": 0.0001585729146964252, "loss": 2.5866, "theoretical_loss": 3.44189305989689, "tokens_seen": 1921515520 }, { "epoch": 0.69, "learning_rate": 0.0001583364857196898, "loss": 2.6048, "theoretical_loss": 3.4416958453558495, "tokens_seen": 1922826240 }, { "epoch": 0.69, "learning_rate": 0.0001581000567429544, "loss": 2.6535, "theoretical_loss": 3.441498802815183, "tokens_seen": 1924136960 }, { "epoch": 0.69, "learning_rate": 0.00015786362776621903, "loss": 2.5674, "theoretical_loss": 3.4413019320078666, "tokens_seen": 1925447680 }, { "epoch": 0.69, "learning_rate": 0.00015762719878948365, "loss": 2.5875, "theoretical_loss": 3.441105232667474, "tokens_seen": 1926758400 }, { "epoch": 0.69, "learning_rate": 0.00015739076981274825, "loss": 2.5468, "theoretical_loss": 3.440908704528172, "tokens_seen": 1928069120 }, { "epoch": 0.69, "learning_rate": 0.00015715434083601288, "loss": 2.5242, "theoretical_loss": 3.4407123473247196, "tokens_seen": 1929379840 }, { "epoch": 0.69, "learning_rate": 0.00015691791185927747, "loss": 2.5524, "theoretical_loss": 3.440516160792468, "tokens_seen": 1930690560 }, { "epoch": 0.69, "learning_rate": 0.00015668148288254207, "loss": 2.5445, "theoretical_loss": 3.4403201446673553, "tokens_seen": 1932001280 }, { "epoch": 0.69, "learning_rate": 0.00015644505390580672, "loss": 2.551, "theoretical_loss": 3.440124298685909, "tokens_seen": 1933312000 }, { "epoch": 0.69, "learning_rate": 0.00015620862492907132, "loss": 2.6147, "theoretical_loss": 3.4399286225852412, "tokens_seen": 1934622720 }, { "epoch": 0.69, "learning_rate": 0.00015597219595233592, "loss": 2.5041, "theoretical_loss": 3.4397331161030484, "tokens_seen": 1935933440 }, { "epoch": 0.69, "learning_rate": 0.00015573576697560054, "loss": 2.5516, "theoretical_loss": 3.4395377789776083, "tokens_seen": 1937244160 }, { "epoch": 0.69, "learning_rate": 0.00015549933799886514, "loss": 2.5378, "theoretical_loss": 3.439342610947781, "tokens_seen": 1938554880 }, { "epoch": 0.69, "learning_rate": 0.00015526290902212974, "loss": 2.5706, "theoretical_loss": 3.439147611753004, "tokens_seen": 1939865600 }, { "epoch": 0.69, "learning_rate": 0.0001550264800453944, "loss": 2.6053, "theoretical_loss": 3.4389527811332923, "tokens_seen": 1941176320 }, { "epoch": 0.69, "learning_rate": 0.00015479005106865899, "loss": 2.5685, "theoretical_loss": 3.4387581188292367, "tokens_seen": 1942487040 }, { "epoch": 0.69, "learning_rate": 0.00015455362209192358, "loss": 2.5655, "theoretical_loss": 3.438563624582002, "tokens_seen": 1943797760 }, { "epoch": 0.69, "learning_rate": 0.00015431719311518818, "loss": 2.5977, "theoretical_loss": 3.438369298133325, "tokens_seen": 1945108480 }, { "epoch": 0.7, "learning_rate": 0.0001540807641384528, "loss": 2.6354, "theoretical_loss": 3.438175139225512, "tokens_seen": 1946419200 }, { "epoch": 0.7, "learning_rate": 0.00015384433516171743, "loss": 2.5715, "theoretical_loss": 3.4379811476014415, "tokens_seen": 1947729920 }, { "epoch": 0.7, "learning_rate": 0.00015360790618498203, "loss": 2.6289, "theoretical_loss": 3.4377873230045553, "tokens_seen": 1949040640 }, { "epoch": 0.7, "learning_rate": 0.00015337147720824665, "loss": 2.561, "theoretical_loss": 3.4375936651788637, "tokens_seen": 1950351360 }, { "epoch": 0.7, "learning_rate": 0.00015313504823151125, "loss": 2.6299, "theoretical_loss": 3.437400173868939, "tokens_seen": 1951662080 }, { "epoch": 0.7, "learning_rate": 0.00015289861925477585, "loss": 2.5677, "theoretical_loss": 3.437206848819918, "tokens_seen": 1952972800 }, { "epoch": 0.7, "learning_rate": 0.0001526621902780405, "loss": 2.5776, "theoretical_loss": 3.4370136897774968, "tokens_seen": 1954283520 }, { "epoch": 0.7, "learning_rate": 0.0001524257613013051, "loss": 2.5472, "theoretical_loss": 3.4368206964879313, "tokens_seen": 1955594240 }, { "epoch": 0.7, "learning_rate": 0.0001521893323245697, "loss": 2.5405, "theoretical_loss": 3.436627868698035, "tokens_seen": 1956904960 }, { "epoch": 0.7, "learning_rate": 0.00015195290334783432, "loss": 2.5287, "theoretical_loss": 3.436435206155176, "tokens_seen": 1958215680 }, { "epoch": 0.7, "learning_rate": 0.00015171647437109892, "loss": 2.5558, "theoretical_loss": 3.4362427086072795, "tokens_seen": 1959526400 }, { "epoch": 0.7, "learning_rate": 0.0001514800453943635, "loss": 2.55, "theoretical_loss": 3.4360503758028216, "tokens_seen": 1960837120 }, { "epoch": 0.7, "learning_rate": 0.00015124361641762817, "loss": 2.5555, "theoretical_loss": 3.4358582074908304, "tokens_seen": 1962147840 }, { "epoch": 0.7, "learning_rate": 0.00015100718744089276, "loss": 2.5613, "theoretical_loss": 3.4356662034208822, "tokens_seen": 1963458560 }, { "epoch": 0.7, "learning_rate": 0.00015077075846415736, "loss": 2.5412, "theoretical_loss": 3.4354743633431033, "tokens_seen": 1964769280 }, { "debugging/Self-BLEU-5": 0.4886268195241001, "debugging/distinct-1-grams": 0.8130240444317149, "debugging/distinct-2-grams": 0.9680441569393543, "debugging/entropy-1-grams": 6.086920691502434, "debugging/entropy-2-grams": 6.922029354876106, "debugging/length": 497.625, "debugging/num_segments": 16, "epoch": 0.7, "objective/train/docs_used": 1082459, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.5165624618530273, "objective/train/theoretical_loss": 3.435282687008166, "objective/train/tokens_used": 1986540000, "theoretical_loss": 3.435282687008166, "tokens_seen": 1966080000 }, { "epoch": 0.7, "learning_rate": 0.00015053432948742198, "loss": 2.5449, "theoretical_loss": 3.435282687008166, "tokens_seen": 1966080000 }, { "epoch": 0.7, "learning_rate": 0.00015029790051068658, "loss": 2.5207, "theoretical_loss": 3.435091174167287, "tokens_seen": 1967390720 }, { "epoch": 0.7, "learning_rate": 0.0001500614715339512, "loss": 2.5672, "theoretical_loss": 3.4348998245722266, "tokens_seen": 1968701440 }, { "epoch": 0.7, "learning_rate": 0.00014982504255721583, "loss": 2.6243, "theoretical_loss": 3.4347086379752874, "tokens_seen": 1970012160 }, { "epoch": 0.7, "learning_rate": 0.00014958861358048043, "loss": 2.5673, "theoretical_loss": 3.4345176141293114, "tokens_seen": 1971322880 }, { "epoch": 0.7, "learning_rate": 0.00014935218460374503, "loss": 2.6198, "theoretical_loss": 3.4343267527876806, "tokens_seen": 1972633600 }, { "epoch": 0.7, "learning_rate": 0.00014911575562700965, "loss": 2.6717, "theoretical_loss": 3.4341360537043135, "tokens_seen": 1973944320 }, { "epoch": 0.71, "learning_rate": 0.00014887932665027425, "loss": 2.6105, "theoretical_loss": 3.4339455166336643, "tokens_seen": 1975255040 }, { "epoch": 0.71, "learning_rate": 0.00014864289767353887, "loss": 2.6024, "theoretical_loss": 3.433755141330721, "tokens_seen": 1976565760 }, { "epoch": 0.71, "learning_rate": 0.0001484064686968035, "loss": 2.5957, "theoretical_loss": 3.4335649275510063, "tokens_seen": 1977876480 }, { "epoch": 0.71, "learning_rate": 0.0001481700397200681, "loss": 2.6445, "theoretical_loss": 3.4333748750505717, "tokens_seen": 1979187200 }, { "epoch": 0.71, "learning_rate": 0.0001479336107433327, "loss": 2.6512, "theoretical_loss": 3.4331849835859996, "tokens_seen": 1980497920 }, { "epoch": 0.71, "learning_rate": 0.00014769718176659732, "loss": 2.649, "theoretical_loss": 3.4329952529144, "tokens_seen": 1981808640 }, { "epoch": 0.71, "learning_rate": 0.00014746075278986194, "loss": 2.6477, "theoretical_loss": 3.4328056827934104, "tokens_seen": 1983119360 }, { "epoch": 0.71, "learning_rate": 0.00014722432381312654, "loss": 2.6611, "theoretical_loss": 3.4326162729811918, "tokens_seen": 1984430080 }, { "epoch": 0.71, "learning_rate": 0.00014698789483639116, "loss": 2.6266, "theoretical_loss": 3.4324270232364316, "tokens_seen": 1985740800 }, { "epoch": 0.71, "learning_rate": 0.00014675146585965576, "loss": 2.6376, "theoretical_loss": 3.432237933318337, "tokens_seen": 1987051520 }, { "epoch": 0.71, "learning_rate": 0.00014651503688292036, "loss": 2.681, "theoretical_loss": 3.432049002986637, "tokens_seen": 1988362240 }, { "epoch": 0.71, "learning_rate": 0.00014629042935502176, "loss": 2.6497, "theoretical_loss": 3.43186023200158, "tokens_seen": 1989672960 }, { "epoch": 0.71, "learning_rate": 0.00014605400037828636, "loss": 2.6268, "theoretical_loss": 3.4316716201239315, "tokens_seen": 1990983680 }, { "epoch": 0.71, "learning_rate": 0.00014581757140155096, "loss": 2.6482, "theoretical_loss": 3.431483167114974, "tokens_seen": 1992294400 }, { "epoch": 0.71, "learning_rate": 0.0001455811424248156, "loss": 2.6597, "theoretical_loss": 3.4312948727365047, "tokens_seen": 1993605120 }, { "epoch": 0.71, "learning_rate": 0.0001453447134480802, "loss": 2.6442, "theoretical_loss": 3.4311067367508348, "tokens_seen": 1994915840 }, { "epoch": 0.71, "learning_rate": 0.0001451082844713448, "loss": 2.5813, "theoretical_loss": 3.4309187589207863, "tokens_seen": 1996226560 }, { "epoch": 0.71, "learning_rate": 0.00014487185549460943, "loss": 2.623, "theoretical_loss": 3.430730939009693, "tokens_seen": 1997537280 }, { "epoch": 0.71, "learning_rate": 0.00014463542651787403, "loss": 2.6009, "theoretical_loss": 3.430543276781397, "tokens_seen": 1998848000 }, { "epoch": 0.71, "learning_rate": 0.00014439899754113865, "loss": 2.5907, "theoretical_loss": 3.430355772000249, "tokens_seen": 2000158720 }, { "epoch": 0.71, "learning_rate": 0.00014416256856440327, "loss": 2.6088, "theoretical_loss": 3.4301684244311046, "tokens_seen": 2001469440 }, { "epoch": 0.72, "learning_rate": 0.00014392613958766787, "loss": 2.6637, "theoretical_loss": 3.4299812338393263, "tokens_seen": 2002780160 }, { "epoch": 0.72, "learning_rate": 0.00014368971061093247, "loss": 2.5832, "theoretical_loss": 3.429794199990778, "tokens_seen": 2004090880 }, { "epoch": 0.72, "learning_rate": 0.0001434532816341971, "loss": 2.5787, "theoretical_loss": 3.429607322651827, "tokens_seen": 2005401600 }, { "epoch": 0.72, "learning_rate": 0.00014321685265746172, "loss": 2.6483, "theoretical_loss": 3.4294206015893405, "tokens_seen": 2006712320 }, { "epoch": 0.72, "learning_rate": 0.00014298042368072632, "loss": 2.6193, "theoretical_loss": 3.4292340365706853, "tokens_seen": 2008023040 }, { "epoch": 0.72, "learning_rate": 0.00014274399470399094, "loss": 2.6436, "theoretical_loss": 3.429047627363726, "tokens_seen": 2009333760 }, { "epoch": 0.72, "learning_rate": 0.00014250756572725554, "loss": 2.6569, "theoretical_loss": 3.4288613737368236, "tokens_seen": 2010644480 }, { "epoch": 0.72, "learning_rate": 0.00014227113675052014, "loss": 2.593, "theoretical_loss": 3.428675275458835, "tokens_seen": 2011955200 }, { "epoch": 0.72, "learning_rate": 0.00014203470777378476, "loss": 2.6123, "theoretical_loss": 3.4284893322991095, "tokens_seen": 2013265920 }, { "epoch": 0.72, "learning_rate": 0.00014179827879704938, "loss": 2.6384, "theoretical_loss": 3.4283035440274894, "tokens_seen": 2014576640 }, { "epoch": 0.72, "learning_rate": 0.00014156184982031398, "loss": 2.6113, "theoretical_loss": 3.4281179104143074, "tokens_seen": 2015887360 }, { "epoch": 0.72, "learning_rate": 0.00014132542084357858, "loss": 2.6154, "theoretical_loss": 3.427932431230387, "tokens_seen": 2017198080 }, { "epoch": 0.72, "learning_rate": 0.0001410889918668432, "loss": 2.5845, "theoretical_loss": 3.427747106247039, "tokens_seen": 2018508800 }, { "epoch": 0.72, "learning_rate": 0.0001408525628901078, "loss": 2.5836, "theoretical_loss": 3.427561935236061, "tokens_seen": 2019819520 }, { "epoch": 0.72, "learning_rate": 0.00014061613391337243, "loss": 2.5818, "theoretical_loss": 3.4273769179697364, "tokens_seen": 2021130240 }, { "epoch": 0.72, "learning_rate": 0.00014037970493663705, "loss": 2.5948, "theoretical_loss": 3.4271920542208334, "tokens_seen": 2022440960 }, { "epoch": 0.72, "learning_rate": 0.00014014327595990165, "loss": 2.551, "theoretical_loss": 3.4270073437626016, "tokens_seen": 2023751680 }, { "epoch": 0.72, "learning_rate": 0.00013990684698316625, "loss": 2.575, "theoretical_loss": 3.4268227863687732, "tokens_seen": 2025062400 }, { "epoch": 0.72, "learning_rate": 0.00013967041800643087, "loss": 2.5568, "theoretical_loss": 3.4266383818135604, "tokens_seen": 2026373120 }, { "epoch": 0.72, "learning_rate": 0.00013943398902969547, "loss": 2.5707, "theoretical_loss": 3.426454129871654, "tokens_seen": 2027683840 }, { "epoch": 0.72, "learning_rate": 0.0001391975600529601, "loss": 2.5185, "theoretical_loss": 3.4262700303182223, "tokens_seen": 2028994560 }, { "epoch": 0.73, "learning_rate": 0.00013896113107622472, "loss": 2.5111, "theoretical_loss": 3.42608608292891, "tokens_seen": 2030305280 }, { "epoch": 0.73, "objective/train/docs_used": 1119468, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.585055351257324, "objective/train/theoretical_loss": 3.4259022874798366, "objective/train/tokens_used": 2052076000, "theoretical_loss": 3.4259022874798366, "tokens_seen": 2031616000 }, { "epoch": 0.73, "learning_rate": 0.00013872470209948931, "loss": 2.5379, "theoretical_loss": 3.4259022874798366, "tokens_seen": 2031616000 }, { "epoch": 0.73, "learning_rate": 0.0001384882731227539, "loss": 2.5639, "theoretical_loss": 3.425718643747595, "tokens_seen": 2032926720 }, { "epoch": 0.73, "learning_rate": 0.00013825184414601854, "loss": 2.5632, "theoretical_loss": 3.4255351515092505, "tokens_seen": 2034237440 }, { "epoch": 0.73, "learning_rate": 0.00013801541516928316, "loss": 2.5564, "theoretical_loss": 3.42535181054234, "tokens_seen": 2035548160 }, { "epoch": 0.73, "learning_rate": 0.00013777898619254776, "loss": 2.6046, "theoretical_loss": 3.425168620624868, "tokens_seen": 2036858880 }, { "epoch": 0.73, "learning_rate": 0.00013754255721581238, "loss": 2.5841, "theoretical_loss": 3.42498558153531, "tokens_seen": 2038169600 }, { "epoch": 0.73, "learning_rate": 0.00013730612823907698, "loss": 2.572, "theoretical_loss": 3.424802693052607, "tokens_seen": 2039480320 }, { "epoch": 0.73, "learning_rate": 0.00013706969926234158, "loss": 2.5886, "theoretical_loss": 3.4246199549561664, "tokens_seen": 2040791040 }, { "epoch": 0.73, "learning_rate": 0.0001368332702856062, "loss": 2.6254, "theoretical_loss": 3.4244373670258597, "tokens_seen": 2042101760 }, { "epoch": 0.73, "learning_rate": 0.00013659684130887083, "loss": 2.668, "theoretical_loss": 3.424254929042021, "tokens_seen": 2043412480 }, { "epoch": 0.73, "learning_rate": 0.00013636041233213542, "loss": 2.6023, "theoretical_loss": 3.4240726407854485, "tokens_seen": 2044723200 }, { "epoch": 0.73, "learning_rate": 0.00013612398335540005, "loss": 2.6279, "theoretical_loss": 3.4238905020373984, "tokens_seen": 2046033920 }, { "epoch": 0.73, "learning_rate": 0.00013588755437866465, "loss": 2.6442, "theoretical_loss": 3.423708512579589, "tokens_seen": 2047344640 }, { "epoch": 0.73, "learning_rate": 0.00013565112540192924, "loss": 2.6067, "theoretical_loss": 3.423526672194195, "tokens_seen": 2048655360 }, { "epoch": 0.73, "learning_rate": 0.0001354146964251939, "loss": 2.6291, "theoretical_loss": 3.423344980663848, "tokens_seen": 2049966080 }, { "epoch": 0.73, "learning_rate": 0.0001351782674484585, "loss": 2.6657, "theoretical_loss": 3.4231634377716365, "tokens_seen": 2051276800 }, { "epoch": 0.73, "learning_rate": 0.0001349418384717231, "loss": 2.6438, "theoretical_loss": 3.422982043301102, "tokens_seen": 2052587520 }, { "epoch": 0.73, "learning_rate": 0.00013470540949498772, "loss": 2.649, "theoretical_loss": 3.4228007970362406, "tokens_seen": 2053898240 }, { "epoch": 0.73, "learning_rate": 0.0001344689805182523, "loss": 2.6594, "theoretical_loss": 3.4226196987614994, "tokens_seen": 2055208960 }, { "epoch": 0.73, "learning_rate": 0.0001342325515415169, "loss": 2.6031, "theoretical_loss": 3.422438748261776, "tokens_seen": 2056519680 }, { "epoch": 0.73, "learning_rate": 0.00013399612256478156, "loss": 2.5812, "theoretical_loss": 3.4222579453224187, "tokens_seen": 2057830400 }, { "epoch": 0.74, "learning_rate": 0.00013375969358804616, "loss": 2.6043, "theoretical_loss": 3.422077289729223, "tokens_seen": 2059141120 }, { "epoch": 0.74, "learning_rate": 0.00013352326461131076, "loss": 2.6501, "theoretical_loss": 3.4218967812684316, "tokens_seen": 2060451840 }, { "epoch": 0.74, "learning_rate": 0.00013328683563457538, "loss": 2.646, "theoretical_loss": 3.4217164197267333, "tokens_seen": 2061762560 }, { "epoch": 0.74, "learning_rate": 0.00013305040665783998, "loss": 2.6346, "theoretical_loss": 3.421536204891262, "tokens_seen": 2063073280 }, { "epoch": 0.74, "learning_rate": 0.0001328139776811046, "loss": 2.6457, "theoretical_loss": 3.4213561365495933, "tokens_seen": 2064384000 }, { "epoch": 0.74, "learning_rate": 0.00013257754870436923, "loss": 2.5885, "theoretical_loss": 3.4211762144897464, "tokens_seen": 2065694720 }, { "epoch": 0.74, "learning_rate": 0.00013234111972763383, "loss": 2.6162, "theoretical_loss": 3.4209964385001816, "tokens_seen": 2067005440 }, { "epoch": 0.74, "learning_rate": 0.00013210469075089842, "loss": 2.65, "theoretical_loss": 3.4208168083697985, "tokens_seen": 2068316160 }, { "epoch": 0.74, "learning_rate": 0.00013186826177416305, "loss": 2.6596, "theoretical_loss": 3.4206373238879353, "tokens_seen": 2069626880 }, { "epoch": 0.74, "learning_rate": 0.00013163183279742767, "loss": 2.5929, "theoretical_loss": 3.4204579848443677, "tokens_seen": 2070937600 }, { "epoch": 0.74, "learning_rate": 0.00013139540382069227, "loss": 2.6179, "theoretical_loss": 3.420278791029308, "tokens_seen": 2072248320 }, { "epoch": 0.74, "learning_rate": 0.0001311589748439569, "loss": 2.5605, "theoretical_loss": 3.4200997422334027, "tokens_seen": 2073559040 }, { "epoch": 0.74, "learning_rate": 0.0001309225458672215, "loss": 2.5809, "theoretical_loss": 3.4199208382477333, "tokens_seen": 2074869760 }, { "epoch": 0.74, "learning_rate": 0.0001306861168904861, "loss": 2.5937, "theoretical_loss": 3.4197420788638127, "tokens_seen": 2076180480 }, { "epoch": 0.74, "learning_rate": 0.00013044968791375071, "loss": 2.5638, "theoretical_loss": 3.419563463873587, "tokens_seen": 2077491200 }, { "epoch": 0.74, "learning_rate": 0.00013021325893701534, "loss": 2.5336, "theoretical_loss": 3.419384993069431, "tokens_seen": 2078801920 }, { "epoch": 0.74, "learning_rate": 0.00012997682996027994, "loss": 2.5443, "theoretical_loss": 3.4192066662441496, "tokens_seen": 2080112640 }, { "epoch": 0.74, "learning_rate": 0.00012974040098354456, "loss": 2.5246, "theoretical_loss": 3.419028483190976, "tokens_seen": 2081423360 }, { "epoch": 0.74, "learning_rate": 0.00012950397200680916, "loss": 2.5528, "theoretical_loss": 3.4188504437035694, "tokens_seen": 2082734080 }, { "epoch": 0.74, "learning_rate": 0.00012926754303007376, "loss": 2.5557, "theoretical_loss": 3.4186725475760156, "tokens_seen": 2084044800 }, { "epoch": 0.74, "learning_rate": 0.00012903111405333838, "loss": 2.5991, "theoretical_loss": 3.4184947946028243, "tokens_seen": 2085355520 }, { "epoch": 0.75, "learning_rate": 0.000128794685076603, "loss": 2.5434, "theoretical_loss": 3.4183171845789295, "tokens_seen": 2086666240 }, { "epoch": 0.75, "learning_rate": 0.0001285582560998676, "loss": 2.5385, "theoretical_loss": 3.418139717299687, "tokens_seen": 2087976960 }, { "epoch": 0.75, "learning_rate": 0.0001283218271231322, "loss": 2.4789, "theoretical_loss": 3.4179623925608733, "tokens_seen": 2089287680 }, { "epoch": 0.75, "learning_rate": 0.00012808539814639682, "loss": 2.5957, "theoretical_loss": 3.4177852101586863, "tokens_seen": 2090598400 }, { "epoch": 0.75, "learning_rate": 0.00012784896916966142, "loss": 2.607, "theoretical_loss": 3.417608169889742, "tokens_seen": 2091909120 }, { "epoch": 0.75, "learning_rate": 0.00012761254019292605, "loss": 2.5353, "theoretical_loss": 3.4174312715510737, "tokens_seen": 2093219840 }, { "epoch": 0.75, "learning_rate": 0.00012737611121619067, "loss": 2.5521, "theoretical_loss": 3.417254514940132, "tokens_seen": 2094530560 }, { "epoch": 0.75, "learning_rate": 0.00012713968223945527, "loss": 2.5344, "theoretical_loss": 3.417077899854784, "tokens_seen": 2095841280 }, { "epoch": 0.75, "objective/train/docs_used": 1156276, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6786580085754395, "objective/train/theoretical_loss": 3.4169014260933093, "objective/train/tokens_used": 2117612000, "theoretical_loss": 3.4169014260933093, "tokens_seen": 2097152000 }, { "epoch": 0.75, "learning_rate": 0.00012690325326271987, "loss": 2.5861, "theoretical_loss": 3.4169014260933093, "tokens_seen": 2097152000 }, { "epoch": 0.75, "learning_rate": 0.0001266668242859845, "loss": 2.5848, "theoretical_loss": 3.416725093454403, "tokens_seen": 2098462720 }, { "epoch": 0.75, "learning_rate": 0.00012643039530924911, "loss": 2.5777, "theoretical_loss": 3.41654890173717, "tokens_seen": 2099773440 }, { "epoch": 0.75, "learning_rate": 0.0001261939663325137, "loss": 2.5828, "theoretical_loss": 3.416372850741128, "tokens_seen": 2101084160 }, { "epoch": 0.75, "learning_rate": 0.00012595753735577834, "loss": 2.5629, "theoretical_loss": 3.4161969402662056, "tokens_seen": 2102394880 }, { "epoch": 0.75, "learning_rate": 0.00012572110837904293, "loss": 2.5348, "theoretical_loss": 3.416021170112738, "tokens_seen": 2103705600 }, { "epoch": 0.75, "learning_rate": 0.00012548467940230753, "loss": 2.513, "theoretical_loss": 3.41584554008147, "tokens_seen": 2105016320 }, { "epoch": 0.75, "learning_rate": 0.00012524825042557216, "loss": 2.5705, "theoretical_loss": 3.4156700499735524, "tokens_seen": 2106327040 }, { "epoch": 0.75, "learning_rate": 0.00012501182144883678, "loss": 2.5503, "theoretical_loss": 3.415494699590542, "tokens_seen": 2107637760 }, { "epoch": 0.75, "learning_rate": 0.00012477539247210138, "loss": 2.5106, "theoretical_loss": 3.4153194887344007, "tokens_seen": 2108948480 }, { "epoch": 0.75, "learning_rate": 0.000124538963495366, "loss": 2.5497, "theoretical_loss": 3.415144417207493, "tokens_seen": 2110259200 }, { "epoch": 0.75, "learning_rate": 0.0001243025345186306, "loss": 2.5203, "theoretical_loss": 3.414969484812586, "tokens_seen": 2111569920 }, { "epoch": 0.75, "learning_rate": 0.00012406610554189522, "loss": 2.5429, "theoretical_loss": 3.4147946913528493, "tokens_seen": 2112880640 }, { "epoch": 0.76, "learning_rate": 0.00012382967656515982, "loss": 2.5503, "theoretical_loss": 3.414620036631852, "tokens_seen": 2114191360 }, { "epoch": 0.76, "learning_rate": 0.00012359324758842445, "loss": 2.5345, "theoretical_loss": 3.4144455204535618, "tokens_seen": 2115502080 }, { "epoch": 0.76, "learning_rate": 0.00012335681861168904, "loss": 2.5196, "theoretical_loss": 3.414271142622346, "tokens_seen": 2116812800 }, { "epoch": 0.76, "learning_rate": 0.00012312038963495367, "loss": 2.5506, "theoretical_loss": 3.414096902942968, "tokens_seen": 2118123520 }, { "epoch": 0.76, "learning_rate": 0.00012288396065821827, "loss": 2.5617, "theoretical_loss": 3.4139228012205884, "tokens_seen": 2119434240 }, { "epoch": 0.76, "learning_rate": 0.0001226475316814829, "loss": 2.559, "theoretical_loss": 3.413748837260762, "tokens_seen": 2120744960 }, { "epoch": 0.76, "learning_rate": 0.0001224111027047475, "loss": 2.5453, "theoretical_loss": 3.413575010869437, "tokens_seen": 2122055680 }, { "epoch": 0.76, "learning_rate": 0.0001221746737280121, "loss": 2.5369, "theoretical_loss": 3.413401321852957, "tokens_seen": 2123366400 }, { "epoch": 0.76, "learning_rate": 0.00012193824475127672, "loss": 2.5553, "theoretical_loss": 3.413227770018054, "tokens_seen": 2124677120 }, { "epoch": 0.76, "learning_rate": 0.00012170181577454132, "loss": 2.608, "theoretical_loss": 3.4130543551718544, "tokens_seen": 2125987840 }, { "epoch": 0.76, "learning_rate": 0.00012146538679780595, "loss": 2.5607, "theoretical_loss": 3.412881077121873, "tokens_seen": 2127298560 }, { "epoch": 0.76, "learning_rate": 0.00012122895782107056, "loss": 2.5597, "theoretical_loss": 3.4127079356760124, "tokens_seen": 2128609280 }, { "epoch": 0.76, "learning_rate": 0.00012099252884433517, "loss": 2.5593, "theoretical_loss": 3.4125349306425647, "tokens_seen": 2129920000 }, { "epoch": 0.76, "learning_rate": 0.00012075609986759978, "loss": 2.5537, "theoretical_loss": 3.4123620618302075, "tokens_seen": 2131230720 }, { "epoch": 0.76, "learning_rate": 0.00012051967089086438, "loss": 2.592, "theoretical_loss": 3.412189329048006, "tokens_seen": 2132541440 }, { "epoch": 0.76, "learning_rate": 0.000120283241914129, "loss": 2.5928, "theoretical_loss": 3.412016732105408, "tokens_seen": 2133852160 }, { "epoch": 0.76, "learning_rate": 0.00012004681293739361, "loss": 2.6218, "theoretical_loss": 3.411844270812246, "tokens_seen": 2135162880 }, { "epoch": 0.76, "learning_rate": 0.00011981038396065821, "loss": 2.6266, "theoretical_loss": 3.4116719449787354, "tokens_seen": 2136473600 }, { "epoch": 0.76, "learning_rate": 0.00011957395498392283, "loss": 2.6047, "theoretical_loss": 3.411499754415474, "tokens_seen": 2137784320 }, { "epoch": 0.76, "learning_rate": 0.00011933752600718745, "loss": 2.5815, "theoretical_loss": 3.4113276989334387, "tokens_seen": 2139095040 }, { "epoch": 0.76, "learning_rate": 0.00011910109703045204, "loss": 2.5525, "theoretical_loss": 3.4111557783439874, "tokens_seen": 2140405760 }, { "epoch": 0.76, "learning_rate": 0.00011886466805371667, "loss": 2.6075, "theoretical_loss": 3.4109839924588563, "tokens_seen": 2141716480 }, { "epoch": 0.77, "learning_rate": 0.00011862823907698128, "loss": 2.625, "theoretical_loss": 3.4108123410901596, "tokens_seen": 2143027200 }, { "epoch": 0.77, "learning_rate": 0.00011839181010024589, "loss": 2.6297, "theoretical_loss": 3.4106408240503887, "tokens_seen": 2144337920 }, { "epoch": 0.77, "learning_rate": 0.0001181553811235105, "loss": 2.6328, "theoretical_loss": 3.410469441152409, "tokens_seen": 2145648640 }, { "epoch": 0.77, "learning_rate": 0.00011791895214677511, "loss": 2.5695, "theoretical_loss": 3.4102981922094626, "tokens_seen": 2146959360 }, { "epoch": 0.77, "learning_rate": 0.00011768252317003972, "loss": 2.611, "theoretical_loss": 3.4101270770351646, "tokens_seen": 2148270080 }, { "epoch": 0.77, "learning_rate": 0.00011744609419330433, "loss": 2.5826, "theoretical_loss": 3.409956095443503, "tokens_seen": 2149580800 }, { "epoch": 0.77, "learning_rate": 0.00011720966521656894, "loss": 2.5788, "theoretical_loss": 3.4097852472488386, "tokens_seen": 2150891520 }, { "epoch": 0.77, "learning_rate": 0.00011697323623983356, "loss": 2.595, "theoretical_loss": 3.409614532265901, "tokens_seen": 2152202240 }, { "epoch": 0.77, "learning_rate": 0.00011673680726309817, "loss": 2.6107, "theoretical_loss": 3.409443950309792, "tokens_seen": 2153512960 }, { "epoch": 0.77, "learning_rate": 0.00011650037828636279, "loss": 2.595, "theoretical_loss": 3.4092735011959814, "tokens_seen": 2154823680 }, { "epoch": 0.77, "learning_rate": 0.00011626394930962739, "loss": 2.5691, "theoretical_loss": 3.4091031847403066, "tokens_seen": 2156134400 }, { "epoch": 0.77, "learning_rate": 0.000116027520332892, "loss": 2.5993, "theoretical_loss": 3.4089330007589727, "tokens_seen": 2157445120 }, { "epoch": 0.77, "learning_rate": 0.00011579109135615662, "loss": 2.6139, "theoretical_loss": 3.4087629490685503, "tokens_seen": 2158755840 }, { "epoch": 0.77, "learning_rate": 0.00011555466237942122, "loss": 2.6046, "theoretical_loss": 3.408593029485976, "tokens_seen": 2160066560 }, { "epoch": 0.77, "learning_rate": 0.00011531823340268583, "loss": 2.5627, "theoretical_loss": 3.40842324182855, "tokens_seen": 2161377280 }, { "epoch": 0.77, "objective/train/docs_used": 1193371, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.3052639961242676, "objective/train/theoretical_loss": 3.4082535859139362, "objective/train/tokens_used": 2183148000, "theoretical_loss": 3.4082535859139362, "tokens_seen": 2162688000 }, { "epoch": 0.77, "learning_rate": 0.00011508180442595046, "loss": 2.5799, "theoretical_loss": 3.4082535859139362, "tokens_seen": 2162688000 }, { "epoch": 0.77, "learning_rate": 0.00011484537544921505, "loss": 2.5943, "theoretical_loss": 3.4080840615601606, "tokens_seen": 2163998720 }, { "epoch": 0.77, "learning_rate": 0.00011460894647247967, "loss": 2.6344, "theoretical_loss": 3.40791466858561, "tokens_seen": 2165309440 }, { "epoch": 0.77, "learning_rate": 0.00011437251749574428, "loss": 2.607, "theoretical_loss": 3.407745406809033, "tokens_seen": 2166620160 }, { "epoch": 0.77, "learning_rate": 0.00011413608851900889, "loss": 2.6693, "theoretical_loss": 3.407576276049536, "tokens_seen": 2167930880 }, { "epoch": 0.77, "learning_rate": 0.00011389965954227351, "loss": 2.6097, "theoretical_loss": 3.4074072761265852, "tokens_seen": 2169241600 }, { "epoch": 0.78, "learning_rate": 0.00011366323056553811, "loss": 2.6057, "theoretical_loss": 3.4072384068600043, "tokens_seen": 2170552320 }, { "epoch": 0.78, "learning_rate": 0.00011342680158880272, "loss": 2.6326, "theoretical_loss": 3.407069668069974, "tokens_seen": 2171863040 }, { "epoch": 0.78, "learning_rate": 0.00011319037261206735, "loss": 2.6273, "theoretical_loss": 3.406901059577029, "tokens_seen": 2173173760 }, { "epoch": 0.78, "learning_rate": 0.00011295394363533194, "loss": 2.6078, "theoretical_loss": 3.406732581202062, "tokens_seen": 2174484480 }, { "epoch": 0.78, "learning_rate": 0.00011271751465859655, "loss": 2.6269, "theoretical_loss": 3.4065642327663173, "tokens_seen": 2175795200 }, { "epoch": 0.78, "learning_rate": 0.00011248108568186118, "loss": 2.527, "theoretical_loss": 3.406396014091392, "tokens_seen": 2177105920 }, { "epoch": 0.78, "learning_rate": 0.00011224465670512578, "loss": 2.5777, "theoretical_loss": 3.4062279249992375, "tokens_seen": 2178416640 }, { "epoch": 0.78, "learning_rate": 0.00011200822772839039, "loss": 2.6008, "theoretical_loss": 3.406059965312155, "tokens_seen": 2179727360 }, { "epoch": 0.78, "learning_rate": 0.00011177179875165501, "loss": 2.5531, "theoretical_loss": 3.405892134852796, "tokens_seen": 2181038080 }, { "epoch": 0.78, "learning_rate": 0.00011153536977491961, "loss": 2.5326, "theoretical_loss": 3.4057244334441616, "tokens_seen": 2182348800 }, { "epoch": 0.78, "learning_rate": 0.00011129894079818423, "loss": 2.5957, "theoretical_loss": 3.405556860909602, "tokens_seen": 2183659520 }, { "epoch": 0.78, "learning_rate": 0.00011106251182144884, "loss": 2.5366, "theoretical_loss": 3.4053894170728145, "tokens_seen": 2184970240 }, { "epoch": 0.78, "learning_rate": 0.00011082608284471344, "loss": 2.5557, "theoretical_loss": 3.4052221017578432, "tokens_seen": 2186280960 }, { "epoch": 0.78, "learning_rate": 0.00011058965386797807, "loss": 2.5574, "theoretical_loss": 3.405054914789078, "tokens_seen": 2187591680 }, { "epoch": 0.78, "learning_rate": 0.00011035322489124268, "loss": 2.5298, "theoretical_loss": 3.4048878559912543, "tokens_seen": 2188902400 }, { "epoch": 0.78, "learning_rate": 0.00011011679591450728, "loss": 2.5904, "theoretical_loss": 3.4047209251894515, "tokens_seen": 2190213120 }, { "epoch": 0.78, "learning_rate": 0.0001098803669377719, "loss": 2.615, "theoretical_loss": 3.404554122209091, "tokens_seen": 2191523840 }, { "epoch": 0.78, "learning_rate": 0.00010964393796103651, "loss": 2.5709, "theoretical_loss": 3.4043874468759383, "tokens_seen": 2192834560 }, { "epoch": 0.78, "learning_rate": 0.00010940750898430112, "loss": 2.5297, "theoretical_loss": 3.4042208990160994, "tokens_seen": 2194145280 }, { "epoch": 0.78, "learning_rate": 0.00010917108000756573, "loss": 2.5976, "theoretical_loss": 3.404054478456021, "tokens_seen": 2195456000 }, { "epoch": 0.78, "learning_rate": 0.00010893465103083033, "loss": 2.5442, "theoretical_loss": 3.4038881850224896, "tokens_seen": 2196766720 }, { "epoch": 0.79, "learning_rate": 0.00010869822205409496, "loss": 2.531, "theoretical_loss": 3.4037220185426307, "tokens_seen": 2198077440 }, { "epoch": 0.79, "learning_rate": 0.00010846179307735957, "loss": 2.5542, "theoretical_loss": 3.4035559788439076, "tokens_seen": 2199388160 }, { "epoch": 0.79, "learning_rate": 0.00010822536410062416, "loss": 2.5223, "theoretical_loss": 3.4033900657541207, "tokens_seen": 2200698880 }, { "epoch": 0.79, "learning_rate": 0.00010798893512388879, "loss": 2.5689, "theoretical_loss": 3.4032242791014067, "tokens_seen": 2202009600 }, { "epoch": 0.79, "learning_rate": 0.0001077525061471534, "loss": 2.586, "theoretical_loss": 3.4030586187142378, "tokens_seen": 2203320320 }, { "epoch": 0.79, "learning_rate": 0.000107516077170418, "loss": 2.592, "theoretical_loss": 3.4028930844214207, "tokens_seen": 2204631040 }, { "epoch": 0.79, "learning_rate": 0.00010727964819368262, "loss": 2.6422, "theoretical_loss": 3.4027276760520957, "tokens_seen": 2205941760 }, { "epoch": 0.79, "learning_rate": 0.00010704321921694723, "loss": 2.6074, "theoretical_loss": 3.4025623934357365, "tokens_seen": 2207252480 }, { "epoch": 0.79, "learning_rate": 0.00010680679024021184, "loss": 2.5484, "theoretical_loss": 3.402397236402148, "tokens_seen": 2208563200 }, { "epoch": 0.79, "learning_rate": 0.00010657036126347645, "loss": 2.5856, "theoretical_loss": 3.4022322047814675, "tokens_seen": 2209873920 }, { "epoch": 0.79, "learning_rate": 0.00010633393228674107, "loss": 2.5348, "theoretical_loss": 3.4020672984041607, "tokens_seen": 2211184640 }, { "epoch": 0.79, "learning_rate": 0.00010609750331000568, "loss": 2.5703, "theoretical_loss": 3.4019025171010244, "tokens_seen": 2212495360 }, { "epoch": 0.79, "learning_rate": 0.00010586107433327029, "loss": 2.5741, "theoretical_loss": 3.4017378607031836, "tokens_seen": 2213806080 }, { "epoch": 0.79, "learning_rate": 0.0001056246453565349, "loss": 2.5404, "theoretical_loss": 3.401573329042091, "tokens_seen": 2215116800 }, { "epoch": 0.79, "learning_rate": 0.00010538821637979951, "loss": 2.5451, "theoretical_loss": 3.4014089219495265, "tokens_seen": 2216427520 }, { "epoch": 0.79, "learning_rate": 0.00010515178740306412, "loss": 2.564, "theoretical_loss": 3.401244639257596, "tokens_seen": 2217738240 }, { "epoch": 0.79, "learning_rate": 0.00010491535842632875, "loss": 2.5872, "theoretical_loss": 3.401080480798731, "tokens_seen": 2219048960 }, { "epoch": 0.79, "learning_rate": 0.00010467892944959334, "loss": 2.5646, "theoretical_loss": 3.400916446405687, "tokens_seen": 2220359680 }, { "epoch": 0.79, "learning_rate": 0.00010444250047285795, "loss": 2.5804, "theoretical_loss": 3.400752535911544, "tokens_seen": 2221670400 }, { "epoch": 0.79, "learning_rate": 0.00010420607149612258, "loss": 2.5982, "theoretical_loss": 3.4005887491497035, "tokens_seen": 2222981120 }, { "epoch": 0.79, "learning_rate": 0.00010396964251938718, "loss": 2.6362, "theoretical_loss": 3.400425085953891, "tokens_seen": 2224291840 }, { "epoch": 0.79, "learning_rate": 0.00010373321354265179, "loss": 2.6582, "theoretical_loss": 3.400261546158152, "tokens_seen": 2225602560 }, { "epoch": 0.8, "learning_rate": 0.00010349678456591641, "loss": 2.6252, "theoretical_loss": 3.4000981295968526, "tokens_seen": 2226913280 }, { "epoch": 0.8, "objective/train/docs_used": 1229520, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.49214506149292, "objective/train/theoretical_loss": 3.3999348361046784, "objective/train/tokens_used": 2248684000, "theoretical_loss": 3.3999348361046784, "tokens_seen": 2228224000 }, { "epoch": 0.8, "learning_rate": 0.00010326035558918101, "loss": 2.6386, "theoretical_loss": 3.3999348361046784, "tokens_seen": 2228224000 }, { "epoch": 0.8, "learning_rate": 0.00010302392661244562, "loss": 2.6041, "theoretical_loss": 3.3997716655166346, "tokens_seen": 2229534720 }, { "epoch": 0.8, "learning_rate": 0.00010278749763571023, "loss": 2.6008, "theoretical_loss": 3.3996086176680436, "tokens_seen": 2230845440 }, { "epoch": 0.8, "learning_rate": 0.00010255106865897484, "loss": 2.5771, "theoretical_loss": 3.3994456923945453, "tokens_seen": 2232156160 }, { "epoch": 0.8, "learning_rate": 0.00010231463968223947, "loss": 2.5768, "theoretical_loss": 3.3992828895320963, "tokens_seen": 2233466880 }, { "epoch": 0.8, "learning_rate": 0.00010207821070550406, "loss": 2.5864, "theoretical_loss": 3.3991202089169685, "tokens_seen": 2234777600 }, { "epoch": 0.8, "learning_rate": 0.00010184178172876868, "loss": 2.5718, "theoretical_loss": 3.398957650385749, "tokens_seen": 2236088320 }, { "epoch": 0.8, "learning_rate": 0.0001016053527520333, "loss": 2.5611, "theoretical_loss": 3.3987952137753386, "tokens_seen": 2237399040 }, { "epoch": 0.8, "learning_rate": 0.0001013689237752979, "loss": 2.5285, "theoretical_loss": 3.3986328989229517, "tokens_seen": 2238709760 }, { "epoch": 0.8, "learning_rate": 0.00010113249479856251, "loss": 2.5593, "theoretical_loss": 3.398470705666115, "tokens_seen": 2240020480 }, { "epoch": 0.8, "learning_rate": 0.00010089606582182713, "loss": 2.557, "theoretical_loss": 3.398308633842667, "tokens_seen": 2241331200 }, { "epoch": 0.8, "learning_rate": 0.00010065963684509173, "loss": 2.552, "theoretical_loss": 3.3981466832907565, "tokens_seen": 2242641920 }, { "epoch": 0.8, "learning_rate": 0.00010042320786835634, "loss": 2.542, "theoretical_loss": 3.3979848538488437, "tokens_seen": 2243952640 }, { "epoch": 0.8, "learning_rate": 0.00010018677889162097, "loss": 2.5721, "theoretical_loss": 3.3978231453556975, "tokens_seen": 2245263360 }, { "epoch": 0.8, "learning_rate": 9.995034991488556e-05, "loss": 2.5852, "theoretical_loss": 3.397661557650395, "tokens_seen": 2246574080 }, { "epoch": 0.8, "learning_rate": 9.971392093815019e-05, "loss": 2.5677, "theoretical_loss": 3.397500090572322, "tokens_seen": 2247884800 }, { "epoch": 0.8, "learning_rate": 9.94774919614148e-05, "loss": 2.5969, "theoretical_loss": 3.3973387439611704, "tokens_seen": 2249195520 }, { "epoch": 0.8, "learning_rate": 9.92410629846794e-05, "loss": 2.5648, "theoretical_loss": 3.3971775176569396, "tokens_seen": 2250506240 }, { "epoch": 0.8, "learning_rate": 9.900463400794402e-05, "loss": 2.525, "theoretical_loss": 3.397016411499933, "tokens_seen": 2251816960 }, { "epoch": 0.8, "learning_rate": 9.876820503120863e-05, "loss": 2.5984, "theoretical_loss": 3.3968554253307603, "tokens_seen": 2253127680 }, { "epoch": 0.81, "learning_rate": 9.853177605447323e-05, "loss": 2.5876, "theoretical_loss": 3.396694558990335, "tokens_seen": 2254438400 }, { "epoch": 0.81, "learning_rate": 9.829534707773785e-05, "loss": 2.5539, "theoretical_loss": 3.396533812319872, "tokens_seen": 2255749120 }, { "epoch": 0.81, "learning_rate": 9.805891810100246e-05, "loss": 2.594, "theoretical_loss": 3.3963731851608907, "tokens_seen": 2257059840 }, { "epoch": 0.81, "learning_rate": 9.782248912426708e-05, "loss": 2.6524, "theoretical_loss": 3.3962126773552126, "tokens_seen": 2258370560 }, { "epoch": 0.81, "learning_rate": 9.758606014753169e-05, "loss": 2.6325, "theoretical_loss": 3.3960522887449582, "tokens_seen": 2259681280 }, { "epoch": 0.81, "learning_rate": 9.73496311707963e-05, "loss": 2.5777, "theoretical_loss": 3.3958920191725497, "tokens_seen": 2260992000 }, { "epoch": 0.81, "learning_rate": 9.711320219406091e-05, "loss": 2.5747, "theoretical_loss": 3.3957318684807087, "tokens_seen": 2262302720 }, { "epoch": 0.81, "learning_rate": 9.687677321732552e-05, "loss": 2.6564, "theoretical_loss": 3.3955718365124548, "tokens_seen": 2263613440 }, { "epoch": 0.81, "learning_rate": 9.664034424059012e-05, "loss": 2.677, "theoretical_loss": 3.395411923111107, "tokens_seen": 2264924160 }, { "epoch": 0.81, "learning_rate": 9.640391526385474e-05, "loss": 2.7683, "theoretical_loss": 3.3952521281202794, "tokens_seen": 2266234880 }, { "epoch": 0.81, "learning_rate": 9.616748628711935e-05, "loss": 2.8055, "theoretical_loss": 3.3950924513838854, "tokens_seen": 2267545600 }, { "epoch": 0.81, "learning_rate": 9.593105731038395e-05, "loss": 2.7953, "theoretical_loss": 3.3949328927461324, "tokens_seen": 2268856320 }, { "epoch": 0.81, "learning_rate": 9.569462833364858e-05, "loss": 2.7971, "theoretical_loss": 3.394773452051523, "tokens_seen": 2270167040 }, { "epoch": 0.81, "learning_rate": 9.545819935691319e-05, "loss": 2.8701, "theoretical_loss": 3.394614129144855, "tokens_seen": 2271477760 }, { "epoch": 0.81, "learning_rate": 9.52217703801778e-05, "loss": 2.8275, "theoretical_loss": 3.394454923871219, "tokens_seen": 2272788480 }, { "epoch": 0.81, "learning_rate": 9.498534140344241e-05, "loss": 2.8377, "theoretical_loss": 3.394295836075999, "tokens_seen": 2274099200 }, { "epoch": 0.81, "learning_rate": 9.474891242670702e-05, "loss": 2.7746, "theoretical_loss": 3.394136865604871, "tokens_seen": 2275409920 }, { "epoch": 0.81, "learning_rate": 9.451248344997163e-05, "loss": 2.7981, "theoretical_loss": 3.3939780123038026, "tokens_seen": 2276720640 }, { "epoch": 0.81, "learning_rate": 9.427605447323624e-05, "loss": 2.7947, "theoretical_loss": 3.393819276019052, "tokens_seen": 2278031360 }, { "epoch": 0.81, "learning_rate": 9.403962549650085e-05, "loss": 2.7866, "theoretical_loss": 3.393660656597168, "tokens_seen": 2279342080 }, { "epoch": 0.81, "learning_rate": 9.380319651976546e-05, "loss": 2.7827, "theoretical_loss": 3.3935021538849877, "tokens_seen": 2280652800 }, { "epoch": 0.81, "learning_rate": 9.356676754303007e-05, "loss": 2.7565, "theoretical_loss": 3.3933437677296374, "tokens_seen": 2281963520 }, { "epoch": 0.82, "learning_rate": 9.33303385662947e-05, "loss": 2.7575, "theoretical_loss": 3.393185497978531, "tokens_seen": 2283274240 }, { "epoch": 0.82, "learning_rate": 9.30939095895593e-05, "loss": 2.7139, "theoretical_loss": 3.393027344479371, "tokens_seen": 2284584960 }, { "epoch": 0.82, "learning_rate": 9.285748061282391e-05, "loss": 2.7211, "theoretical_loss": 3.3928693070801437, "tokens_seen": 2285895680 }, { "epoch": 0.82, "learning_rate": 9.262105163608853e-05, "loss": 2.6875, "theoretical_loss": 3.392711385629124, "tokens_seen": 2287206400 }, { "epoch": 0.82, "learning_rate": 9.238462265935313e-05, "loss": 2.6446, "theoretical_loss": 3.3925535799748703, "tokens_seen": 2288517120 }, { "epoch": 0.82, "learning_rate": 9.214819368261774e-05, "loss": 2.6536, "theoretical_loss": 3.392395889966225, "tokens_seen": 2289827840 }, { "epoch": 0.82, "learning_rate": 9.191176470588237e-05, "loss": 2.6217, "theoretical_loss": 3.392238315452316, "tokens_seen": 2291138560 }, { "epoch": 0.82, "learning_rate": 9.167533572914696e-05, "loss": 2.6482, "theoretical_loss": 3.392080856282553, "tokens_seen": 2292449280 }, { "debugging/Self-BLEU-5": 0.4631331470218679, "debugging/distinct-1-grams": 0.7441836298008345, "debugging/distinct-2-grams": 0.9288936194865345, "debugging/entropy-1-grams": 5.720017563347578, "debugging/entropy-2-grams": 6.646960444814343, "debugging/length": 470.7142857142857, "debugging/num_segments": 14, "epoch": 0.82, "objective/train/docs_used": 1259415, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.635284900665283, "objective/train/theoretical_loss": 3.391923512306627, "objective/train/tokens_used": 2314220000, "theoretical_loss": 3.391923512306627, "tokens_seen": 2293760000 }, { "epoch": 0.82, "learning_rate": 9.143890675241157e-05, "loss": 2.6199, "theoretical_loss": 3.391923512306627, "tokens_seen": 2293760000 }, { "epoch": 0.82, "learning_rate": 9.120247777567618e-05, "loss": 2.5868, "theoretical_loss": 3.391766283374513, "tokens_seen": 2295070720 }, { "epoch": 0.82, "learning_rate": 9.09660487989408e-05, "loss": 2.5975, "theoretical_loss": 3.3916091693364647, "tokens_seen": 2296381440 }, { "epoch": 0.82, "learning_rate": 9.072961982220542e-05, "loss": 2.6412, "theoretical_loss": 3.391452170043018, "tokens_seen": 2297692160 }, { "epoch": 0.82, "learning_rate": 9.049319084547002e-05, "loss": 2.6432, "theoretical_loss": 3.3912952853449867, "tokens_seen": 2299002880 }, { "epoch": 0.82, "learning_rate": 9.025676186873463e-05, "loss": 2.5819, "theoretical_loss": 3.391138515093464, "tokens_seen": 2300313600 }, { "epoch": 0.82, "learning_rate": 9.002033289199925e-05, "loss": 2.607, "theoretical_loss": 3.3909818591398224, "tokens_seen": 2301624320 }, { "epoch": 0.82, "learning_rate": 8.978390391526385e-05, "loss": 2.5729, "theoretical_loss": 3.39082531733571, "tokens_seen": 2302935040 }, { "epoch": 0.82, "learning_rate": 8.954747493852846e-05, "loss": 2.6561, "theoretical_loss": 3.390668889533053, "tokens_seen": 2304245760 }, { "epoch": 0.82, "learning_rate": 8.931104596179309e-05, "loss": 2.6516, "theoretical_loss": 3.3905125755840535, "tokens_seen": 2305556480 }, { "epoch": 0.82, "learning_rate": 8.907461698505768e-05, "loss": 2.5924, "theoretical_loss": 3.390356375341189, "tokens_seen": 2306867200 }, { "epoch": 0.82, "learning_rate": 8.88381880083223e-05, "loss": 2.539, "theoretical_loss": 3.390200288657212, "tokens_seen": 2308177920 }, { "epoch": 0.82, "learning_rate": 8.860175903158692e-05, "loss": 2.6223, "theoretical_loss": 3.3900443153851496, "tokens_seen": 2309488640 }, { "epoch": 0.83, "learning_rate": 8.836533005485152e-05, "loss": 2.5598, "theoretical_loss": 3.389888455378301, "tokens_seen": 2310799360 }, { "epoch": 0.83, "learning_rate": 8.812890107811614e-05, "loss": 2.5538, "theoretical_loss": 3.3897327084902393, "tokens_seen": 2312110080 }, { "epoch": 0.83, "learning_rate": 8.789247210138075e-05, "loss": 2.5588, "theoretical_loss": 3.3895770745748095, "tokens_seen": 2313420800 }, { "epoch": 0.83, "learning_rate": 8.765604312464535e-05, "loss": 2.5448, "theoretical_loss": 3.3894215534861285, "tokens_seen": 2314731520 }, { "epoch": 0.83, "learning_rate": 8.741961414790997e-05, "loss": 2.5315, "theoretical_loss": 3.389266145078584, "tokens_seen": 2316042240 }, { "epoch": 0.83, "learning_rate": 8.718318517117459e-05, "loss": 2.569, "theoretical_loss": 3.389110849206833, "tokens_seen": 2317352960 }, { "epoch": 0.83, "learning_rate": 8.694675619443918e-05, "loss": 2.5942, "theoretical_loss": 3.3889556657258026, "tokens_seen": 2318663680 }, { "epoch": 0.83, "learning_rate": 8.671032721770381e-05, "loss": 2.5588, "theoretical_loss": 3.388800594490689, "tokens_seen": 2319974400 }, { "epoch": 0.83, "learning_rate": 8.647389824096842e-05, "loss": 2.5332, "theoretical_loss": 3.3886456353569567, "tokens_seen": 2321285120 }, { "epoch": 0.83, "learning_rate": 8.623746926423303e-05, "loss": 2.5553, "theoretical_loss": 3.388490788180338, "tokens_seen": 2322595840 }, { "epoch": 0.83, "learning_rate": 8.600104028749764e-05, "loss": 2.5325, "theoretical_loss": 3.3883360528168307, "tokens_seen": 2323906560 }, { "epoch": 0.83, "learning_rate": 8.576461131076225e-05, "loss": 2.5983, "theoretical_loss": 3.3881814291227004, "tokens_seen": 2325217280 }, { "epoch": 0.83, "learning_rate": 8.552818233402686e-05, "loss": 2.5416, "theoretical_loss": 3.3880269169544786, "tokens_seen": 2326528000 }, { "epoch": 0.83, "learning_rate": 8.529175335729147e-05, "loss": 2.5376, "theoretical_loss": 3.38787251616896, "tokens_seen": 2327838720 }, { "epoch": 0.83, "learning_rate": 8.505532438055607e-05, "loss": 2.5858, "theoretical_loss": 3.387718226623205, "tokens_seen": 2329149440 }, { "epoch": 0.83, "learning_rate": 8.48188954038207e-05, "loss": 2.5333, "theoretical_loss": 3.387564048174538, "tokens_seen": 2330460160 }, { "epoch": 0.83, "learning_rate": 8.458246642708531e-05, "loss": 2.5646, "theoretical_loss": 3.3874099806805456, "tokens_seen": 2331770880 }, { "epoch": 0.83, "learning_rate": 8.43460374503499e-05, "loss": 2.5288, "theoretical_loss": 3.387256023999078, "tokens_seen": 2333081600 }, { "epoch": 0.83, "learning_rate": 8.410960847361453e-05, "loss": 2.5901, "theoretical_loss": 3.387102177988246, "tokens_seen": 2334392320 }, { "epoch": 0.83, "learning_rate": 8.387317949687914e-05, "loss": 2.5478, "theoretical_loss": 3.386948442506422, "tokens_seen": 2335703040 }, { "epoch": 0.83, "learning_rate": 8.363675052014375e-05, "loss": 2.5202, "theoretical_loss": 3.3867948174122398, "tokens_seen": 2337013760 }, { "epoch": 0.84, "learning_rate": 8.340032154340836e-05, "loss": 2.5464, "theoretical_loss": 3.386641302564592, "tokens_seen": 2338324480 }, { "epoch": 0.84, "learning_rate": 8.316389256667297e-05, "loss": 2.559, "theoretical_loss": 3.386487897822631, "tokens_seen": 2339635200 }, { "epoch": 0.84, "learning_rate": 8.292746358993758e-05, "loss": 2.5348, "theoretical_loss": 3.386334603045769, "tokens_seen": 2340945920 }, { "epoch": 0.84, "learning_rate": 8.26910346132022e-05, "loss": 2.5662, "theoretical_loss": 3.3861814180936745, "tokens_seen": 2342256640 }, { "epoch": 0.84, "learning_rate": 8.24546056364668e-05, "loss": 2.591, "theoretical_loss": 3.386028342826274, "tokens_seen": 2343567360 }, { "epoch": 0.84, "learning_rate": 8.221817665973142e-05, "loss": 2.5377, "theoretical_loss": 3.3858753771037517, "tokens_seen": 2344878080 }, { "epoch": 0.84, "learning_rate": 8.198174768299603e-05, "loss": 2.624, "theoretical_loss": 3.3857225207865476, "tokens_seen": 2346188800 }, { "epoch": 0.84, "learning_rate": 8.174531870626065e-05, "loss": 2.5866, "theoretical_loss": 3.3855697737353565, "tokens_seen": 2347499520 }, { "epoch": 0.84, "learning_rate": 8.150888972952525e-05, "loss": 2.5493, "theoretical_loss": 3.38541713581113, "tokens_seen": 2348810240 }, { "epoch": 0.84, "learning_rate": 8.127246075278986e-05, "loss": 2.6263, "theoretical_loss": 3.3852646068750722, "tokens_seen": 2350120960 }, { "epoch": 0.84, "learning_rate": 8.103603177605449e-05, "loss": 2.5744, "theoretical_loss": 3.3851121867886422, "tokens_seen": 2351431680 }, { "epoch": 0.84, "learning_rate": 8.079960279931908e-05, "loss": 2.5904, "theoretical_loss": 3.384959875413552, "tokens_seen": 2352742400 }, { "epoch": 0.84, "learning_rate": 8.05631738225837e-05, "loss": 2.5705, "theoretical_loss": 3.3848076726117666, "tokens_seen": 2354053120 }, { "epoch": 0.84, "learning_rate": 8.032674484584832e-05, "loss": 2.6428, "theoretical_loss": 3.3846555782455017, "tokens_seen": 2355363840 }, { "epoch": 0.84, "learning_rate": 8.009031586911292e-05, "loss": 2.6133, "theoretical_loss": 3.384503592177226, "tokens_seen": 2356674560 }, { "epoch": 0.84, "learning_rate": 7.985388689237753e-05, "loss": 2.6442, "theoretical_loss": 3.3843517142696586, "tokens_seen": 2357985280 }, { "epoch": 0.84, "objective/train/docs_used": 1294624, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.5915799140930176, "objective/train/theoretical_loss": 3.3841999443857675, "objective/train/tokens_used": 2379756000, "theoretical_loss": 3.3841999443857675, "tokens_seen": 2359296000 }, { "epoch": 0.84, "learning_rate": 7.961745791564215e-05, "loss": 2.6667, "theoretical_loss": 3.3841999443857675, "tokens_seen": 2359296000 }, { "epoch": 0.84, "learning_rate": 7.938102893890675e-05, "loss": 2.7029, "theoretical_loss": 3.3840482823887728, "tokens_seen": 2360606720 }, { "epoch": 0.84, "learning_rate": 7.914459996217137e-05, "loss": 2.7486, "theoretical_loss": 3.3838967281421404, "tokens_seen": 2361917440 }, { "epoch": 0.84, "learning_rate": 7.890817098543597e-05, "loss": 2.7411, "theoretical_loss": 3.3837452815095874, "tokens_seen": 2363228160 }, { "epoch": 0.84, "learning_rate": 7.867174200870058e-05, "loss": 2.7772, "theoretical_loss": 3.383593942355078, "tokens_seen": 2364538880 }, { "epoch": 0.84, "learning_rate": 7.843531303196521e-05, "loss": 2.6975, "theoretical_loss": 3.383442710542823, "tokens_seen": 2365849600 }, { "epoch": 0.85, "learning_rate": 7.81988840552298e-05, "loss": 2.7177, "theoretical_loss": 3.38329158593728, "tokens_seen": 2367160320 }, { "epoch": 0.85, "learning_rate": 7.796245507849442e-05, "loss": 2.7012, "theoretical_loss": 3.383140568403153, "tokens_seen": 2368471040 }, { "epoch": 0.85, "learning_rate": 7.772602610175904e-05, "loss": 2.7159, "theoretical_loss": 3.3829896578053917, "tokens_seen": 2369781760 }, { "epoch": 0.85, "learning_rate": 7.748959712502364e-05, "loss": 2.705, "theoretical_loss": 3.38283885400919, "tokens_seen": 2371092480 }, { "epoch": 0.85, "learning_rate": 7.725316814828825e-05, "loss": 2.6603, "theoretical_loss": 3.382688156879987, "tokens_seen": 2372403200 }, { "epoch": 0.85, "learning_rate": 7.701673917155287e-05, "loss": 2.6315, "theoretical_loss": 3.3825375662834647, "tokens_seen": 2373713920 }, { "epoch": 0.85, "learning_rate": 7.678031019481747e-05, "loss": 2.6874, "theoretical_loss": 3.3823870820855495, "tokens_seen": 2375024640 }, { "epoch": 0.85, "learning_rate": 7.65438812180821e-05, "loss": 2.6345, "theoretical_loss": 3.3822367041524086, "tokens_seen": 2376335360 }, { "epoch": 0.85, "learning_rate": 7.63074522413467e-05, "loss": 2.6559, "theoretical_loss": 3.382086432350453, "tokens_seen": 2377646080 }, { "epoch": 0.85, "learning_rate": 7.60710232646113e-05, "loss": 2.6064, "theoretical_loss": 3.381936266546334, "tokens_seen": 2378956800 }, { "epoch": 0.85, "learning_rate": 7.583459428787593e-05, "loss": 2.6668, "theoretical_loss": 3.3817862066069444, "tokens_seen": 2380267520 }, { "epoch": 0.85, "learning_rate": 7.559816531114054e-05, "loss": 2.5953, "theoretical_loss": 3.3816362523994172, "tokens_seen": 2381578240 }, { "epoch": 0.85, "learning_rate": 7.536173633440514e-05, "loss": 2.6581, "theoretical_loss": 3.381486403791125, "tokens_seen": 2382888960 }, { "epoch": 0.85, "learning_rate": 7.512530735766976e-05, "loss": 2.6194, "theoretical_loss": 3.38133666064968, "tokens_seen": 2384199680 }, { "epoch": 0.85, "learning_rate": 7.488887838093437e-05, "loss": 2.5637, "theoretical_loss": 3.381187022842932, "tokens_seen": 2385510400 }, { "epoch": 0.85, "learning_rate": 7.465244940419898e-05, "loss": 2.5833, "theoretical_loss": 3.381037490238971, "tokens_seen": 2386821120 }, { "epoch": 0.85, "learning_rate": 7.44160204274636e-05, "loss": 2.6239, "theoretical_loss": 3.3808880627061213, "tokens_seen": 2388131840 }, { "epoch": 0.85, "learning_rate": 7.41795914507282e-05, "loss": 2.5744, "theoretical_loss": 3.3807387401129474, "tokens_seen": 2389442560 }, { "epoch": 0.85, "learning_rate": 7.394316247399282e-05, "loss": 2.5931, "theoretical_loss": 3.3805895223282487, "tokens_seen": 2390753280 }, { "epoch": 0.85, "learning_rate": 7.370673349725743e-05, "loss": 2.5695, "theoretical_loss": 3.38044040922106, "tokens_seen": 2392064000 }, { "epoch": 0.85, "learning_rate": 7.347030452052203e-05, "loss": 2.5853, "theoretical_loss": 3.380291400660652, "tokens_seen": 2393374720 }, { "epoch": 0.86, "learning_rate": 7.323387554378665e-05, "loss": 2.624, "theoretical_loss": 3.3801424965165303, "tokens_seen": 2394685440 }, { "epoch": 0.86, "learning_rate": 7.299744656705126e-05, "loss": 2.5973, "theoretical_loss": 3.3799936966584343, "tokens_seen": 2395996160 }, { "epoch": 0.86, "learning_rate": 7.276101759031586e-05, "loss": 2.6149, "theoretical_loss": 3.3798450009563377, "tokens_seen": 2397306880 }, { "epoch": 0.86, "learning_rate": 7.252458861358048e-05, "loss": 2.5961, "theoretical_loss": 3.379696409280446, "tokens_seen": 2398617600 }, { "epoch": 0.86, "learning_rate": 7.22881596368451e-05, "loss": 2.579, "theoretical_loss": 3.379547921501199, "tokens_seen": 2399928320 }, { "epoch": 0.86, "learning_rate": 7.20517306601097e-05, "loss": 2.5402, "theoretical_loss": 3.379399537489267, "tokens_seen": 2401239040 }, { "epoch": 0.86, "learning_rate": 7.181530168337432e-05, "loss": 2.5656, "theoretical_loss": 3.379251257115553, "tokens_seen": 2402549760 }, { "epoch": 0.86, "learning_rate": 7.157887270663893e-05, "loss": 2.5297, "theoretical_loss": 3.3791030802511894, "tokens_seen": 2403860480 }, { "epoch": 0.86, "learning_rate": 7.134244372990354e-05, "loss": 2.5898, "theoretical_loss": 3.3789550067675407, "tokens_seen": 2405171200 }, { "epoch": 0.86, "learning_rate": 7.110601475316815e-05, "loss": 2.6168, "theoretical_loss": 3.3788070365361995, "tokens_seen": 2406481920 }, { "epoch": 0.86, "learning_rate": 7.086958577643276e-05, "loss": 2.5735, "theoretical_loss": 3.37865916942899, "tokens_seen": 2407792640 }, { "epoch": 0.86, "learning_rate": 7.063315679969737e-05, "loss": 2.6252, "theoretical_loss": 3.3785114053179623, "tokens_seen": 2409103360 }, { "epoch": 0.86, "learning_rate": 7.039672782296198e-05, "loss": 2.5694, "theoretical_loss": 3.378363744075397, "tokens_seen": 2410414080 }, { "epoch": 0.86, "learning_rate": 7.01602988462266e-05, "loss": 2.6361, "theoretical_loss": 3.3782161855738027, "tokens_seen": 2411724800 }, { "epoch": 0.86, "learning_rate": 6.99238698694912e-05, "loss": 2.5979, "theoretical_loss": 3.3780687296859124, "tokens_seen": 2413035520 }, { "epoch": 0.86, "learning_rate": 6.968744089275582e-05, "loss": 2.6068, "theoretical_loss": 3.3779213762846885, "tokens_seen": 2414346240 }, { "epoch": 0.86, "learning_rate": 6.945101191602044e-05, "loss": 2.5436, "theoretical_loss": 3.3777741252433184, "tokens_seen": 2415656960 }, { "epoch": 0.86, "learning_rate": 6.921458293928504e-05, "loss": 2.5828, "theoretical_loss": 3.3776269764352156, "tokens_seen": 2416967680 }, { "epoch": 0.86, "learning_rate": 6.897815396254965e-05, "loss": 2.6456, "theoretical_loss": 3.3774799297340183, "tokens_seen": 2418278400 }, { "epoch": 0.86, "learning_rate": 6.874172498581427e-05, "loss": 2.6066, "theoretical_loss": 3.377332985013589, "tokens_seen": 2419589120 }, { "epoch": 0.86, "learning_rate": 6.850529600907887e-05, "loss": 2.6819, "theoretical_loss": 3.377186142148015, "tokens_seen": 2420899840 }, { "epoch": 0.87, "learning_rate": 6.826886703234348e-05, "loss": 2.6521, "theoretical_loss": 3.3770394010116065, "tokens_seen": 2422210560 }, { "epoch": 0.87, "learning_rate": 6.80324380556081e-05, "loss": 2.6833, "theoretical_loss": 3.376892761478897, "tokens_seen": 2423521280 }, { "epoch": 0.87, "objective/train/docs_used": 1329419, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6796822547912598, "objective/train/theoretical_loss": 3.376746223424642, "objective/train/tokens_used": 2445292000, "theoretical_loss": 3.376746223424642, "tokens_seen": 2424832000 }, { "epoch": 0.87, "learning_rate": 6.77960090788727e-05, "loss": 2.6627, "theoretical_loss": 3.376746223424642, "tokens_seen": 2424832000 }, { "epoch": 0.87, "learning_rate": 6.755958010213733e-05, "loss": 2.6318, "theoretical_loss": 3.376599786723821, "tokens_seen": 2426142720 }, { "epoch": 0.87, "learning_rate": 6.732315112540193e-05, "loss": 2.6033, "theoretical_loss": 3.3764534512516313, "tokens_seen": 2427453440 }, { "epoch": 0.87, "learning_rate": 6.708672214866654e-05, "loss": 2.6499, "theoretical_loss": 3.376307216883494, "tokens_seen": 2428764160 }, { "epoch": 0.87, "learning_rate": 6.685029317193116e-05, "loss": 2.5833, "theoretical_loss": 3.3761610834950506, "tokens_seen": 2430074880 }, { "epoch": 0.87, "learning_rate": 6.661386419519576e-05, "loss": 2.6128, "theoretical_loss": 3.376015050962161, "tokens_seen": 2431385600 }, { "epoch": 0.87, "learning_rate": 6.637743521846037e-05, "loss": 2.6199, "theoretical_loss": 3.3758691191609054, "tokens_seen": 2432696320 }, { "epoch": 0.87, "learning_rate": 6.6141006241725e-05, "loss": 2.6402, "theoretical_loss": 3.375723287967583, "tokens_seen": 2434007040 }, { "epoch": 0.87, "learning_rate": 6.590457726498959e-05, "loss": 2.5979, "theoretical_loss": 3.375577557258711, "tokens_seen": 2435317760 }, { "epoch": 0.87, "learning_rate": 6.56681482882542e-05, "loss": 2.5363, "theoretical_loss": 3.375431926911025, "tokens_seen": 2436628480 }, { "epoch": 0.87, "learning_rate": 6.543171931151883e-05, "loss": 2.5537, "theoretical_loss": 3.375286396801478, "tokens_seen": 2437939200 }, { "epoch": 0.87, "learning_rate": 6.519529033478342e-05, "loss": 2.5702, "theoretical_loss": 3.3751409668072396, "tokens_seen": 2439249920 }, { "epoch": 0.87, "learning_rate": 6.495886135804805e-05, "loss": 2.6421, "theoretical_loss": 3.3749956368056955, "tokens_seen": 2440560640 }, { "epoch": 0.87, "learning_rate": 6.472243238131266e-05, "loss": 2.6172, "theoretical_loss": 3.3748504066744482, "tokens_seen": 2441871360 }, { "epoch": 0.87, "learning_rate": 6.448600340457726e-05, "loss": 2.6083, "theoretical_loss": 3.374705276291315, "tokens_seen": 2443182080 }, { "epoch": 0.87, "learning_rate": 6.424957442784188e-05, "loss": 2.6291, "theoretical_loss": 3.374560245534328, "tokens_seen": 2444492800 }, { "epoch": 0.87, "learning_rate": 6.40131454511065e-05, "loss": 2.5866, "theoretical_loss": 3.374415314281735, "tokens_seen": 2445803520 }, { "epoch": 0.87, "learning_rate": 6.377671647437109e-05, "loss": 2.6302, "theoretical_loss": 3.374270482411995, "tokens_seen": 2447114240 }, { "epoch": 0.87, "learning_rate": 6.354028749763572e-05, "loss": 2.6371, "theoretical_loss": 3.3741257498037838, "tokens_seen": 2448424960 }, { "epoch": 0.87, "learning_rate": 6.330385852090033e-05, "loss": 2.6422, "theoretical_loss": 3.3739811163359876, "tokens_seen": 2449735680 }, { "epoch": 0.88, "learning_rate": 6.306742954416494e-05, "loss": 2.6502, "theoretical_loss": 3.3738365818877067, "tokens_seen": 2451046400 }, { "epoch": 0.88, "learning_rate": 6.283100056742955e-05, "loss": 2.5989, "theoretical_loss": 3.3736921463382528, "tokens_seen": 2452357120 }, { "epoch": 0.88, "learning_rate": 6.259457159069416e-05, "loss": 2.6177, "theoretical_loss": 3.373547809567148, "tokens_seen": 2453667840 }, { "epoch": 0.88, "learning_rate": 6.235814261395877e-05, "loss": 2.5817, "theoretical_loss": 3.3734035714541273, "tokens_seen": 2454978560 }, { "epoch": 0.88, "learning_rate": 6.212171363722338e-05, "loss": 2.6292, "theoretical_loss": 3.373259431879135, "tokens_seen": 2456289280 }, { "epoch": 0.88, "learning_rate": 6.188528466048799e-05, "loss": 2.6389, "theoretical_loss": 3.3731153907223264, "tokens_seen": 2457600000 }, { "epoch": 0.88, "learning_rate": 6.16488556837526e-05, "loss": 2.6297, "theoretical_loss": 3.3729714478640656, "tokens_seen": 2458910720 }, { "epoch": 0.88, "learning_rate": 6.141242670701721e-05, "loss": 2.5577, "theoretical_loss": 3.372827603184925, "tokens_seen": 2460221440 }, { "epoch": 0.88, "learning_rate": 6.117599773028183e-05, "loss": 2.5752, "theoretical_loss": 3.372683856565688, "tokens_seen": 2461532160 }, { "epoch": 0.88, "learning_rate": 6.093956875354644e-05, "loss": 2.6425, "theoretical_loss": 3.3725402078873445, "tokens_seen": 2462842880 }, { "epoch": 0.88, "learning_rate": 6.070313977681105e-05, "loss": 2.6024, "theoretical_loss": 3.372396657031092, "tokens_seen": 2464153600 }, { "epoch": 0.88, "learning_rate": 6.046671080007566e-05, "loss": 2.6065, "theoretical_loss": 3.3722532038783357, "tokens_seen": 2465464320 }, { "epoch": 0.88, "learning_rate": 6.023028182334027e-05, "loss": 2.5763, "theoretical_loss": 3.372109848310687, "tokens_seen": 2466775040 }, { "epoch": 0.88, "learning_rate": 5.999385284660488e-05, "loss": 2.6157, "theoretical_loss": 3.371966590209965, "tokens_seen": 2468085760 }, { "epoch": 0.88, "learning_rate": 5.975742386986949e-05, "loss": 2.6039, "theoretical_loss": 3.3718234294581926, "tokens_seen": 2469396480 }, { "epoch": 0.88, "learning_rate": 5.95209948931341e-05, "loss": 2.6401, "theoretical_loss": 3.3716803659375993, "tokens_seen": 2470707200 }, { "epoch": 0.88, "learning_rate": 5.9284565916398714e-05, "loss": 2.587, "theoretical_loss": 3.371537399530619, "tokens_seen": 2472017920 }, { "epoch": 0.88, "learning_rate": 5.904813693966333e-05, "loss": 2.5905, "theoretical_loss": 3.37139453011989, "tokens_seen": 2473328640 }, { "epoch": 0.88, "learning_rate": 5.8811707962927936e-05, "loss": 2.4833, "theoretical_loss": 3.3712517575882552, "tokens_seen": 2474639360 }, { "epoch": 0.88, "learning_rate": 5.857527898619255e-05, "loss": 2.5375, "theoretical_loss": 3.3711090818187603, "tokens_seen": 2475950080 }, { "epoch": 0.88, "learning_rate": 5.8338850009457165e-05, "loss": 2.5606, "theoretical_loss": 3.3709665026946536, "tokens_seen": 2477260800 }, { "epoch": 0.89, "learning_rate": 5.810242103272177e-05, "loss": 2.4866, "theoretical_loss": 3.370824020099387, "tokens_seen": 2478571520 }, { "epoch": 0.89, "learning_rate": 5.786599205598638e-05, "loss": 2.58, "theoretical_loss": 3.3706816339166137, "tokens_seen": 2479882240 }, { "epoch": 0.89, "learning_rate": 5.7629563079251e-05, "loss": 2.5781, "theoretical_loss": 3.3705393440301883, "tokens_seen": 2481192960 }, { "epoch": 0.89, "learning_rate": 5.739313410251561e-05, "loss": 2.5963, "theoretical_loss": 3.3703971503241683, "tokens_seen": 2482503680 }, { "epoch": 0.89, "learning_rate": 5.715670512578021e-05, "loss": 2.5284, "theoretical_loss": 3.37025505268281, "tokens_seen": 2483814400 }, { "epoch": 0.89, "learning_rate": 5.6920276149044824e-05, "loss": 2.6042, "theoretical_loss": 3.3701130509905703, "tokens_seen": 2485125120 }, { "epoch": 0.89, "learning_rate": 5.668384717230944e-05, "loss": 2.635, "theoretical_loss": 3.369971145132107, "tokens_seen": 2486435840 }, { "epoch": 0.89, "learning_rate": 5.644741819557405e-05, "loss": 2.6134, "theoretical_loss": 3.3698293349922754, "tokens_seen": 2487746560 }, { "epoch": 0.89, "learning_rate": 5.621098921883866e-05, "loss": 2.6046, "theoretical_loss": 3.3696876204561326, "tokens_seen": 2489057280 }, { "epoch": 0.89, "objective/train/docs_used": 1363869, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.687692642211914, "objective/train/theoretical_loss": 3.369546001408931, "objective/train/tokens_used": 2510828000, "theoretical_loss": 3.369546001408931, "tokens_seen": 2490368000 }, { "epoch": 0.89, "learning_rate": 5.5974560242103275e-05, "loss": 2.602, "theoretical_loss": 3.369546001408931, "tokens_seen": 2490368000 }, { "epoch": 0.89, "learning_rate": 5.5738131265367886e-05, "loss": 2.6201, "theoretical_loss": 3.369404477736123, "tokens_seen": 2491678720 }, { "epoch": 0.89, "learning_rate": 5.55017022886325e-05, "loss": 2.564, "theoretical_loss": 3.3692630493233575, "tokens_seen": 2492989440 }, { "epoch": 0.89, "learning_rate": 5.526527331189711e-05, "loss": 2.5643, "theoretical_loss": 3.369121716056482, "tokens_seen": 2494300160 }, { "epoch": 0.89, "learning_rate": 5.502884433516172e-05, "loss": 2.5172, "theoretical_loss": 3.3689804778215393, "tokens_seen": 2495610880 }, { "epoch": 0.89, "learning_rate": 5.479241535842633e-05, "loss": 2.516, "theoretical_loss": 3.3688393345047682, "tokens_seen": 2496921600 }, { "epoch": 0.89, "learning_rate": 5.455598638169094e-05, "loss": 2.5626, "theoretical_loss": 3.3686982859926053, "tokens_seen": 2498232320 }, { "epoch": 0.89, "learning_rate": 5.431955740495555e-05, "loss": 2.5776, "theoretical_loss": 3.3685573321716804, "tokens_seen": 2499543040 }, { "epoch": 0.89, "learning_rate": 5.408312842822016e-05, "loss": 2.5157, "theoretical_loss": 3.368416472928819, "tokens_seen": 2500853760 }, { "epoch": 0.89, "learning_rate": 5.3846699451484774e-05, "loss": 2.5523, "theoretical_loss": 3.368275708151042, "tokens_seen": 2502164480 }, { "epoch": 0.89, "learning_rate": 5.3610270474749385e-05, "loss": 2.5461, "theoretical_loss": 3.3681350377255623, "tokens_seen": 2503475200 }, { "epoch": 0.89, "learning_rate": 5.3373841498013996e-05, "loss": 2.5466, "theoretical_loss": 3.367994461539789, "tokens_seen": 2504785920 }, { "epoch": 0.9, "learning_rate": 5.313741252127861e-05, "loss": 2.5089, "theoretical_loss": 3.367853979481322, "tokens_seen": 2506096640 }, { "epoch": 0.9, "learning_rate": 5.2900983544543225e-05, "loss": 2.5433, "theoretical_loss": 3.3677135914379552, "tokens_seen": 2507407360 }, { "epoch": 0.9, "learning_rate": 5.266455456780783e-05, "loss": 2.5316, "theoretical_loss": 3.367573297297675, "tokens_seen": 2508718080 }, { "epoch": 0.9, "learning_rate": 5.242812559107244e-05, "loss": 2.5123, "theoretical_loss": 3.367433096948659, "tokens_seen": 2510028800 }, { "epoch": 0.9, "learning_rate": 5.219169661433706e-05, "loss": 2.5026, "theoretical_loss": 3.3672929902792768, "tokens_seen": 2511339520 }, { "epoch": 0.9, "learning_rate": 5.195526763760167e-05, "loss": 2.5461, "theoretical_loss": 3.3671529771780886, "tokens_seen": 2512650240 }, { "epoch": 0.9, "learning_rate": 5.1718838660866274e-05, "loss": 2.5291, "theoretical_loss": 3.3670130575338457, "tokens_seen": 2513960960 }, { "epoch": 0.9, "learning_rate": 5.1482409684130885e-05, "loss": 2.5694, "theoretical_loss": 3.366873231235489, "tokens_seen": 2515271680 }, { "epoch": 0.9, "learning_rate": 5.12459807073955e-05, "loss": 2.5585, "theoretical_loss": 3.3667334981721493, "tokens_seen": 2516582400 }, { "epoch": 0.9, "learning_rate": 5.1009551730660113e-05, "loss": 2.5998, "theoretical_loss": 3.3665938582331476, "tokens_seen": 2517893120 }, { "epoch": 0.9, "learning_rate": 5.077312275392472e-05, "loss": 2.5568, "theoretical_loss": 3.3664543113079923, "tokens_seen": 2519203840 }, { "epoch": 0.9, "learning_rate": 5.0536693777189336e-05, "loss": 2.5568, "theoretical_loss": 3.3663148572863815, "tokens_seen": 2520514560 }, { "epoch": 0.9, "learning_rate": 5.0300264800453947e-05, "loss": 2.5449, "theoretical_loss": 3.3661754960582013, "tokens_seen": 2521825280 }, { "epoch": 0.9, "learning_rate": 5.006383582371855e-05, "loss": 2.5727, "theoretical_loss": 3.3660362275135247, "tokens_seen": 2523136000 }, { "epoch": 0.9, "learning_rate": 4.982740684698317e-05, "loss": 2.5514, "theoretical_loss": 3.3658970515426123, "tokens_seen": 2524446720 }, { "epoch": 0.9, "learning_rate": 4.959097787024778e-05, "loss": 2.5513, "theoretical_loss": 3.365757968035912, "tokens_seen": 2525757440 }, { "epoch": 0.9, "learning_rate": 4.935454889351239e-05, "loss": 2.5602, "theoretical_loss": 3.365618976884058, "tokens_seen": 2527068160 }, { "epoch": 0.9, "learning_rate": 4.9118119916777e-05, "loss": 2.5652, "theoretical_loss": 3.3654800779778693, "tokens_seen": 2528378880 }, { "epoch": 0.9, "learning_rate": 4.888169094004161e-05, "loss": 2.567, "theoretical_loss": 3.3653412712083526, "tokens_seen": 2529689600 }, { "epoch": 0.9, "learning_rate": 4.8645261963306224e-05, "loss": 2.5378, "theoretical_loss": 3.365202556466697, "tokens_seen": 2531000320 }, { "epoch": 0.9, "learning_rate": 4.8408832986570835e-05, "loss": 2.5602, "theoretical_loss": 3.3650639336442794, "tokens_seen": 2532311040 }, { "epoch": 0.9, "learning_rate": 4.8172404009835446e-05, "loss": 2.5465, "theoretical_loss": 3.364925402632659, "tokens_seen": 2533621760 }, { "epoch": 0.91, "learning_rate": 4.793597503310006e-05, "loss": 2.578, "theoretical_loss": 3.3647869633235796, "tokens_seen": 2534932480 }, { "epoch": 0.91, "learning_rate": 4.769954605636467e-05, "loss": 2.5593, "theoretical_loss": 3.364648615608968, "tokens_seen": 2536243200 }, { "epoch": 0.91, "learning_rate": 4.7463117079629286e-05, "loss": 2.5007, "theoretical_loss": 3.364510359380936, "tokens_seen": 2537553920 }, { "epoch": 0.91, "learning_rate": 4.722668810289389e-05, "loss": 2.5401, "theoretical_loss": 3.364372194531775, "tokens_seen": 2538864640 }, { "epoch": 0.91, "learning_rate": 4.69902591261585e-05, "loss": 2.5627, "theoretical_loss": 3.3642341209539617, "tokens_seen": 2540175360 }, { "epoch": 0.91, "learning_rate": 4.675383014942312e-05, "loss": 2.5409, "theoretical_loss": 3.364096138540153, "tokens_seen": 2541486080 }, { "epoch": 0.91, "learning_rate": 4.651740117268772e-05, "loss": 2.5407, "theoretical_loss": 3.363958247183188, "tokens_seen": 2542796800 }, { "epoch": 0.91, "learning_rate": 4.6280972195952334e-05, "loss": 2.5549, "theoretical_loss": 3.3638204467760864, "tokens_seen": 2544107520 }, { "epoch": 0.91, "learning_rate": 4.604454321921695e-05, "loss": 2.5837, "theoretical_loss": 3.3636827372120495, "tokens_seen": 2545418240 }, { "epoch": 0.91, "learning_rate": 4.580811424248156e-05, "loss": 2.5461, "theoretical_loss": 3.3635451183844576, "tokens_seen": 2546728960 }, { "epoch": 0.91, "learning_rate": 4.557168526574617e-05, "loss": 2.5179, "theoretical_loss": 3.3634075901868723, "tokens_seen": 2548039680 }, { "epoch": 0.91, "learning_rate": 4.533525628901078e-05, "loss": 2.545, "theoretical_loss": 3.363270152513034, "tokens_seen": 2549350400 }, { "epoch": 0.91, "learning_rate": 4.5098827312275396e-05, "loss": 2.5198, "theoretical_loss": 3.3631328052568623, "tokens_seen": 2550661120 }, { "epoch": 0.91, "learning_rate": 4.486239833554001e-05, "loss": 2.5171, "theoretical_loss": 3.3629955483124556, "tokens_seen": 2551971840 }, { "epoch": 0.91, "learning_rate": 4.462596935880461e-05, "loss": 2.4781, "theoretical_loss": 3.3628583815740907, "tokens_seen": 2553282560 }, { "epoch": 0.91, "learning_rate": 4.438954038206923e-05, "loss": 2.4612, "theoretical_loss": 3.362721304936222, "tokens_seen": 2554593280 }, { "epoch": 0.91, "objective/train/docs_used": 1399979, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.4964146614074707, "objective/train/theoretical_loss": 3.3625843182934827, "objective/train/tokens_used": 2576364000, "theoretical_loss": 3.3625843182934827, "tokens_seen": 2555904000 }, { "epoch": 0.91, "learning_rate": 4.415311140533384e-05, "loss": 2.5203, "theoretical_loss": 3.3625843182934827, "tokens_seen": 2555904000 }, { "epoch": 0.91, "learning_rate": 4.391668242859845e-05, "loss": 2.4906, "theoretical_loss": 3.362447421540681, "tokens_seen": 2557214720 }, { "epoch": 0.91, "learning_rate": 4.368025345186306e-05, "loss": 2.4796, "theoretical_loss": 3.362310614572804, "tokens_seen": 2558525440 }, { "epoch": 0.91, "learning_rate": 4.344382447512767e-05, "loss": 2.5308, "theoretical_loss": 3.3621738972850137, "tokens_seen": 2559836160 }, { "epoch": 0.91, "learning_rate": 4.3207395498392284e-05, "loss": 2.5221, "theoretical_loss": 3.3620372695726495, "tokens_seen": 2561146880 }, { "epoch": 0.92, "learning_rate": 4.2970966521656895e-05, "loss": 2.5603, "theoretical_loss": 3.3619007313312252, "tokens_seen": 2562457600 }, { "epoch": 0.92, "learning_rate": 4.2734537544921506e-05, "loss": 2.5095, "theoretical_loss": 3.36176428245643, "tokens_seen": 2563768320 }, { "epoch": 0.92, "learning_rate": 4.249810856818612e-05, "loss": 2.5037, "theoretical_loss": 3.361627922844129, "tokens_seen": 2565079040 }, { "epoch": 0.92, "learning_rate": 4.226167959145073e-05, "loss": 2.5369, "theoretical_loss": 3.3614916523903604, "tokens_seen": 2566389760 }, { "epoch": 0.92, "learning_rate": 4.202525061471534e-05, "loss": 2.533, "theoretical_loss": 3.361355470991338, "tokens_seen": 2567700480 }, { "epoch": 0.92, "learning_rate": 4.178882163797995e-05, "loss": 2.5456, "theoretical_loss": 3.3612193785434474, "tokens_seen": 2569011200 }, { "epoch": 0.92, "learning_rate": 4.155239266124456e-05, "loss": 2.5428, "theoretical_loss": 3.3610833749432496, "tokens_seen": 2570321920 }, { "epoch": 0.92, "learning_rate": 4.131596368450918e-05, "loss": 2.5035, "theoretical_loss": 3.360947460087477, "tokens_seen": 2571632640 }, { "epoch": 0.92, "learning_rate": 4.107953470777378e-05, "loss": 2.5337, "theoretical_loss": 3.360811633873035, "tokens_seen": 2572943360 }, { "epoch": 0.92, "learning_rate": 4.0843105731038394e-05, "loss": 2.5099, "theoretical_loss": 3.3606758961970016, "tokens_seen": 2574254080 }, { "epoch": 0.92, "learning_rate": 4.060667675430301e-05, "loss": 2.5542, "theoretical_loss": 3.3605402469566266, "tokens_seen": 2575564800 }, { "epoch": 0.92, "learning_rate": 4.037024777756762e-05, "loss": 2.5503, "theoretical_loss": 3.3604046860493306, "tokens_seen": 2576875520 }, { "epoch": 0.92, "learning_rate": 4.013381880083223e-05, "loss": 2.5365, "theoretical_loss": 3.360269213372706, "tokens_seen": 2578186240 }, { "epoch": 0.92, "learning_rate": 3.9897389824096845e-05, "loss": 2.5331, "theoretical_loss": 3.3601338288245155, "tokens_seen": 2579496960 }, { "epoch": 0.92, "learning_rate": 3.9660960847361456e-05, "loss": 2.5618, "theoretical_loss": 3.3599985323026926, "tokens_seen": 2580807680 }, { "epoch": 0.92, "learning_rate": 3.942453187062606e-05, "loss": 2.5569, "theoretical_loss": 3.3598633237053397, "tokens_seen": 2582118400 }, { "epoch": 0.92, "learning_rate": 3.918810289389067e-05, "loss": 2.5603, "theoretical_loss": 3.3597282029307305, "tokens_seen": 2583429120 }, { "epoch": 0.92, "learning_rate": 3.895167391715529e-05, "loss": 2.5341, "theoretical_loss": 3.3595931698773063, "tokens_seen": 2584739840 }, { "epoch": 0.92, "learning_rate": 3.87152449404199e-05, "loss": 2.539, "theoretical_loss": 3.3594582244436784, "tokens_seen": 2586050560 }, { "epoch": 0.92, "learning_rate": 3.8478815963684505e-05, "loss": 2.5278, "theoretical_loss": 3.3593233665286255, "tokens_seen": 2587361280 }, { "epoch": 0.92, "learning_rate": 3.824238698694912e-05, "loss": 2.5016, "theoretical_loss": 3.3591885960310957, "tokens_seen": 2588672000 }, { "epoch": 0.93, "learning_rate": 3.8005958010213733e-05, "loss": 2.516, "theoretical_loss": 3.3590539128502037, "tokens_seen": 2589982720 }, { "epoch": 0.93, "learning_rate": 3.7769529033478344e-05, "loss": 2.4769, "theoretical_loss": 3.358919316885233, "tokens_seen": 2591293440 }, { "epoch": 0.93, "learning_rate": 3.7533100056742956e-05, "loss": 2.4356, "theoretical_loss": 3.358784808035632, "tokens_seen": 2592604160 }, { "epoch": 0.93, "learning_rate": 3.7296671080007567e-05, "loss": 2.4846, "theoretical_loss": 3.3586503862010186, "tokens_seen": 2593914880 }, { "epoch": 0.93, "learning_rate": 3.706024210327218e-05, "loss": 2.482, "theoretical_loss": 3.3585160512811743, "tokens_seen": 2595225600 }, { "epoch": 0.93, "learning_rate": 3.682381312653679e-05, "loss": 2.4467, "theoretical_loss": 3.358381803176048, "tokens_seen": 2596536320 }, { "epoch": 0.93, "learning_rate": 3.65873841498014e-05, "loss": 2.4994, "theoretical_loss": 3.3582476417857543, "tokens_seen": 2597847040 }, { "epoch": 0.93, "learning_rate": 3.635095517306601e-05, "loss": 2.4895, "theoretical_loss": 3.3581135670105726, "tokens_seen": 2599157760 }, { "epoch": 0.93, "learning_rate": 3.611452619633062e-05, "loss": 2.4607, "theoretical_loss": 3.3579795787509474, "tokens_seen": 2600468480 }, { "epoch": 0.93, "learning_rate": 3.587809721959524e-05, "loss": 2.4904, "theoretical_loss": 3.357845676907487, "tokens_seen": 2601779200 }, { "epoch": 0.93, "learning_rate": 3.5641668242859844e-05, "loss": 2.5173, "theoretical_loss": 3.357711861380966, "tokens_seen": 2603089920 }, { "epoch": 0.93, "learning_rate": 3.5405239266124455e-05, "loss": 2.4792, "theoretical_loss": 3.3575781320723195, "tokens_seen": 2604400640 }, { "epoch": 0.93, "learning_rate": 3.516881028938907e-05, "loss": 2.4689, "theoretical_loss": 3.3574444888826487, "tokens_seen": 2605711360 }, { "epoch": 0.93, "learning_rate": 3.493238131265368e-05, "loss": 2.4832, "theoretical_loss": 3.3573109317132177, "tokens_seen": 2607022080 }, { "epoch": 0.93, "learning_rate": 3.469595233591829e-05, "loss": 2.5059, "theoretical_loss": 3.3571774604654516, "tokens_seen": 2608332800 }, { "epoch": 0.93, "learning_rate": 3.4459523359182906e-05, "loss": 2.5006, "theoretical_loss": 3.3570440750409407, "tokens_seen": 2609643520 }, { "epoch": 0.93, "learning_rate": 3.422309438244752e-05, "loss": 2.4475, "theoretical_loss": 3.3569107753414342, "tokens_seen": 2610954240 }, { "epoch": 0.93, "learning_rate": 3.398666540571212e-05, "loss": 2.4788, "theoretical_loss": 3.3567775612688457, "tokens_seen": 2612264960 }, { "epoch": 0.93, "learning_rate": 3.375023642897673e-05, "loss": 2.4866, "theoretical_loss": 3.356644432725249, "tokens_seen": 2613575680 }, { "epoch": 0.93, "learning_rate": 3.351380745224135e-05, "loss": 2.5, "theoretical_loss": 3.3565113896128786, "tokens_seen": 2614886400 }, { "epoch": 0.93, "learning_rate": 3.327737847550596e-05, "loss": 2.5153, "theoretical_loss": 3.3563784318341305, "tokens_seen": 2616197120 }, { "epoch": 0.93, "learning_rate": 3.3040949498770565e-05, "loss": 2.4486, "theoretical_loss": 3.3562455592915605, "tokens_seen": 2617507840 }, { "epoch": 0.94, "learning_rate": 3.280452052203518e-05, "loss": 2.5098, "theoretical_loss": 3.3561127718878843, "tokens_seen": 2618818560 }, { "epoch": 0.94, "learning_rate": 3.2568091545299794e-05, "loss": 2.4672, "theoretical_loss": 3.355980069525978, "tokens_seen": 2620129280 }, { "debugging/Self-BLEU-5": 0.3965601697630563, "debugging/distinct-1-grams": 0.8418084813462599, "debugging/distinct-2-grams": 0.976500638569604, "debugging/entropy-1-grams": 5.477515238031252, "debugging/entropy-2-grams": 6.136121864822551, "debugging/length": 417.8888888888889, "debugging/num_segments": 9, "epoch": 0.94, "objective/train/docs_used": 1437213, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.199291706085205, "objective/train/theoretical_loss": 3.3558474521088764, "objective/train/tokens_used": 2641900000, "theoretical_loss": 3.3558474521088764, "tokens_seen": 2621440000 }, { "epoch": 0.94, "learning_rate": 3.2331662568564405e-05, "loss": 2.5144, "theoretical_loss": 3.3558474521088764, "tokens_seen": 2621440000 }, { "epoch": 0.94, "learning_rate": 3.2095233591829016e-05, "loss": 2.484, "theoretical_loss": 3.355714919539773, "tokens_seen": 2622750720 }, { "epoch": 0.94, "learning_rate": 3.185880461509363e-05, "loss": 2.4846, "theoretical_loss": 3.3555824717220206, "tokens_seen": 2624061440 }, { "epoch": 0.94, "learning_rate": 3.162237563835824e-05, "loss": 2.4552, "theoretical_loss": 3.35545010855913, "tokens_seen": 2625372160 }, { "epoch": 0.94, "learning_rate": 3.138594666162285e-05, "loss": 2.5126, "theoretical_loss": 3.35531782995477, "tokens_seen": 2626682880 }, { "epoch": 0.94, "learning_rate": 3.114951768488746e-05, "loss": 2.5332, "theoretical_loss": 3.3551856358127674, "tokens_seen": 2627993600 }, { "epoch": 0.94, "learning_rate": 3.091308870815207e-05, "loss": 2.5735, "theoretical_loss": 3.3550535260371053, "tokens_seen": 2629304320 }, { "epoch": 0.94, "learning_rate": 3.067665973141668e-05, "loss": 2.5198, "theoretical_loss": 3.3549215005319244, "tokens_seen": 2630615040 }, { "epoch": 0.94, "learning_rate": 3.0440230754681296e-05, "loss": 2.5074, "theoretical_loss": 3.354789559201522, "tokens_seen": 2631925760 }, { "epoch": 0.94, "learning_rate": 3.0203801777945904e-05, "loss": 2.5058, "theoretical_loss": 3.354657701950352, "tokens_seen": 2633236480 }, { "epoch": 0.94, "learning_rate": 2.996737280121052e-05, "loss": 2.4829, "theoretical_loss": 3.354525928683023, "tokens_seen": 2634547200 }, { "epoch": 0.94, "learning_rate": 2.9730943824475126e-05, "loss": 2.5113, "theoretical_loss": 3.354394239304301, "tokens_seen": 2635857920 }, { "epoch": 0.94, "learning_rate": 2.949451484773974e-05, "loss": 2.4856, "theoretical_loss": 3.3542626337191055, "tokens_seen": 2637168640 }, { "epoch": 0.94, "learning_rate": 2.925808587100435e-05, "loss": 2.4849, "theoretical_loss": 3.3541311118325123, "tokens_seen": 2638479360 }, { "epoch": 0.94, "learning_rate": 2.9021656894268963e-05, "loss": 2.5016, "theoretical_loss": 3.3539996735497515, "tokens_seen": 2639790080 }, { "epoch": 0.94, "learning_rate": 2.8785227917533574e-05, "loss": 2.4754, "theoretical_loss": 3.3538683187762066, "tokens_seen": 2641100800 }, { "epoch": 0.94, "learning_rate": 2.8548798940798185e-05, "loss": 2.497, "theoretical_loss": 3.3537370474174164, "tokens_seen": 2642411520 }, { "epoch": 0.94, "learning_rate": 2.8312369964062796e-05, "loss": 2.5274, "theoretical_loss": 3.3536058593790727, "tokens_seen": 2643722240 }, { "epoch": 0.94, "learning_rate": 2.807594098732741e-05, "loss": 2.5279, "theoretical_loss": 3.3534747545670207, "tokens_seen": 2645032960 }, { "epoch": 0.95, "learning_rate": 2.7839512010592018e-05, "loss": 2.4466, "theoretical_loss": 3.3533437328872577, "tokens_seen": 2646343680 }, { "epoch": 0.95, "learning_rate": 2.760308303385663e-05, "loss": 2.4913, "theoretical_loss": 3.3532127942459353, "tokens_seen": 2647654400 }, { "epoch": 0.95, "learning_rate": 2.7366654057121243e-05, "loss": 2.4844, "theoretical_loss": 3.3530819385493564, "tokens_seen": 2648965120 }, { "epoch": 0.95, "learning_rate": 2.713022508038585e-05, "loss": 2.5089, "theoretical_loss": 3.3529511657039763, "tokens_seen": 2650275840 }, { "epoch": 0.95, "learning_rate": 2.6893796103650465e-05, "loss": 2.4795, "theoretical_loss": 3.3528204756164017, "tokens_seen": 2651586560 }, { "epoch": 0.95, "learning_rate": 2.6657367126915073e-05, "loss": 2.5034, "theoretical_loss": 3.3526898681933908, "tokens_seen": 2652897280 }, { "epoch": 0.95, "learning_rate": 2.6420938150179687e-05, "loss": 2.5151, "theoretical_loss": 3.3525593433418526, "tokens_seen": 2654208000 }, { "epoch": 0.95, "learning_rate": 2.61845091734443e-05, "loss": 2.4759, "theoretical_loss": 3.3524289009688473, "tokens_seen": 2655518720 }, { "epoch": 0.95, "learning_rate": 2.594808019670891e-05, "loss": 2.4563, "theoretical_loss": 3.352298540981586, "tokens_seen": 2656829440 }, { "epoch": 0.95, "learning_rate": 2.571165121997352e-05, "loss": 2.4744, "theoretical_loss": 3.352168263287428, "tokens_seen": 2658140160 }, { "epoch": 0.95, "learning_rate": 2.547522224323813e-05, "loss": 2.5497, "theoretical_loss": 3.3520380677938846, "tokens_seen": 2659450880 }, { "epoch": 0.95, "learning_rate": 2.5238793266502742e-05, "loss": 2.4989, "theoretical_loss": 3.351907954408615, "tokens_seen": 2660761600 }, { "epoch": 0.95, "learning_rate": 2.5002364289767357e-05, "loss": 2.5235, "theoretical_loss": 3.3517779230394282, "tokens_seen": 2662072320 }, { "epoch": 0.95, "learning_rate": 2.4765935313031964e-05, "loss": 2.4881, "theoretical_loss": 3.3516479735942823, "tokens_seen": 2663383040 }, { "epoch": 0.95, "learning_rate": 2.452950633629658e-05, "loss": 2.5385, "theoretical_loss": 3.3515181059812837, "tokens_seen": 2664693760 }, { "epoch": 0.95, "learning_rate": 2.4293077359561187e-05, "loss": 2.5719, "theoretical_loss": 3.3513883201086863, "tokens_seen": 2666004480 }, { "epoch": 0.95, "learning_rate": 2.4056648382825798e-05, "loss": 2.5432, "theoretical_loss": 3.351258615884893, "tokens_seen": 2667315200 }, { "epoch": 0.95, "learning_rate": 2.3820219406090412e-05, "loss": 2.5499, "theoretical_loss": 3.3511289932184534, "tokens_seen": 2668625920 }, { "epoch": 0.95, "learning_rate": 2.358379042935502e-05, "loss": 2.5799, "theoretical_loss": 3.3509994520180655, "tokens_seen": 2669936640 }, { "epoch": 0.95, "learning_rate": 2.3347361452619634e-05, "loss": 2.548, "theoretical_loss": 3.3508699921925724, "tokens_seen": 2671247360 }, { "epoch": 0.95, "learning_rate": 2.3110932475884245e-05, "loss": 2.5223, "theoretical_loss": 3.350740613650966, "tokens_seen": 2672558080 }, { "epoch": 0.95, "learning_rate": 2.2874503499148856e-05, "loss": 2.6292, "theoretical_loss": 3.350611316302383, "tokens_seen": 2673868800 }, { "epoch": 0.96, "learning_rate": 2.2638074522413467e-05, "loss": 2.5977, "theoretical_loss": 3.3504821000561074, "tokens_seen": 2675179520 }, { "epoch": 0.96, "learning_rate": 2.2401645545678078e-05, "loss": 2.5444, "theoretical_loss": 3.3503529648215675, "tokens_seen": 2676490240 }, { "epoch": 0.96, "learning_rate": 2.216521656894269e-05, "loss": 2.499, "theoretical_loss": 3.350223910508338, "tokens_seen": 2677800960 }, { "epoch": 0.96, "learning_rate": 2.1928787592207304e-05, "loss": 2.5633, "theoretical_loss": 3.350094937026139, "tokens_seen": 2679111680 }, { "epoch": 0.96, "learning_rate": 2.169235861547191e-05, "loss": 2.5311, "theoretical_loss": 3.349966044284834, "tokens_seen": 2680422400 }, { "epoch": 0.96, "learning_rate": 2.1455929638736526e-05, "loss": 2.584, "theoretical_loss": 3.3498372321944325, "tokens_seen": 2681733120 }, { "epoch": 0.96, "learning_rate": 2.1219500662001133e-05, "loss": 2.5635, "theoretical_loss": 3.349708500665088, "tokens_seen": 2683043840 }, { "epoch": 0.96, "learning_rate": 2.0983071685265748e-05, "loss": 2.611, "theoretical_loss": 3.3495798496070974, "tokens_seen": 2684354560 }, { "epoch": 0.96, "learning_rate": 2.074664270853036e-05, "loss": 2.5893, "theoretical_loss": 3.3494512789309008, "tokens_seen": 2685665280 }, { "epoch": 0.96, "objective/train/docs_used": 1472651, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.562866687774658, "objective/train/theoretical_loss": 3.3493227885470835, "objective/train/tokens_used": 2707436000, "theoretical_loss": 3.3493227885470835, "tokens_seen": 2686976000 }, { "epoch": 0.96, "learning_rate": 2.051021373179497e-05, "loss": 2.5467, "theoretical_loss": 3.3493227885470835, "tokens_seen": 2686976000 }, { "epoch": 0.96, "learning_rate": 2.027378475505958e-05, "loss": 2.5638, "theoretical_loss": 3.349194378366372, "tokens_seen": 2688286720 }, { "epoch": 0.96, "learning_rate": 2.0049177227160963e-05, "loss": 2.5443, "theoretical_loss": 3.349066048299635, "tokens_seen": 2689597440 }, { "epoch": 0.96, "learning_rate": 1.981274825042557e-05, "loss": 2.6074, "theoretical_loss": 3.3489377982578863, "tokens_seen": 2690908160 }, { "epoch": 0.96, "learning_rate": 1.9576319273690185e-05, "loss": 2.5907, "theoretical_loss": 3.3488096281522797, "tokens_seen": 2692218880 }, { "epoch": 0.96, "learning_rate": 1.9339890296954796e-05, "loss": 2.5876, "theoretical_loss": 3.3486815378941115, "tokens_seen": 2693529600 }, { "epoch": 0.96, "learning_rate": 1.9103461320219404e-05, "loss": 2.5885, "theoretical_loss": 3.348553527394819, "tokens_seen": 2694840320 }, { "epoch": 0.96, "learning_rate": 1.886703234348402e-05, "loss": 2.5806, "theoretical_loss": 3.3484255965659813, "tokens_seen": 2696151040 }, { "epoch": 0.96, "learning_rate": 1.8630603366748626e-05, "loss": 2.5078, "theoretical_loss": 3.348297745319319, "tokens_seen": 2697461760 }, { "epoch": 0.96, "learning_rate": 1.839417439001324e-05, "loss": 2.5779, "theoretical_loss": 3.348169973566691, "tokens_seen": 2698772480 }, { "epoch": 0.96, "learning_rate": 1.815774541327785e-05, "loss": 2.5852, "theoretical_loss": 3.3480422812201, "tokens_seen": 2700083200 }, { "epoch": 0.96, "learning_rate": 1.7921316436542463e-05, "loss": 2.554, "theoretical_loss": 3.3479146681916863, "tokens_seen": 2701393920 }, { "epoch": 0.97, "learning_rate": 1.7684887459807074e-05, "loss": 2.5743, "theoretical_loss": 3.3477871343937307, "tokens_seen": 2702704640 }, { "epoch": 0.97, "learning_rate": 1.7448458483071688e-05, "loss": 2.5634, "theoretical_loss": 3.3476596797386535, "tokens_seen": 2704015360 }, { "epoch": 0.97, "learning_rate": 1.7212029506336296e-05, "loss": 2.5394, "theoretical_loss": 3.347532304139014, "tokens_seen": 2705326080 }, { "epoch": 0.97, "learning_rate": 1.697560052960091e-05, "loss": 2.5881, "theoretical_loss": 3.347405007507511, "tokens_seen": 2706636800 }, { "epoch": 0.97, "learning_rate": 1.6739171552865518e-05, "loss": 2.5102, "theoretical_loss": 3.3472777897569808, "tokens_seen": 2707947520 }, { "epoch": 0.97, "learning_rate": 1.6502742576130132e-05, "loss": 2.5366, "theoretical_loss": 3.3471506508003994, "tokens_seen": 2709258240 }, { "epoch": 0.97, "learning_rate": 1.6266313599394743e-05, "loss": 2.5157, "theoretical_loss": 3.3470235905508803, "tokens_seen": 2710568960 }, { "epoch": 0.97, "learning_rate": 1.6029884622659354e-05, "loss": 2.5864, "theoretical_loss": 3.346896608921674, "tokens_seen": 2711879680 }, { "epoch": 0.97, "learning_rate": 1.5793455645923965e-05, "loss": 2.5772, "theoretical_loss": 3.346769705826169, "tokens_seen": 2713190400 }, { "epoch": 0.97, "learning_rate": 1.5557026669188576e-05, "loss": 2.5449, "theoretical_loss": 3.3466428811778925, "tokens_seen": 2714501120 }, { "epoch": 0.97, "learning_rate": 1.5320597692453187e-05, "loss": 2.5915, "theoretical_loss": 3.346516134890506, "tokens_seen": 2715811840 }, { "epoch": 0.97, "learning_rate": 1.5084168715717798e-05, "loss": 2.5087, "theoretical_loss": 3.3463894668778096, "tokens_seen": 2717122560 }, { "epoch": 0.97, "learning_rate": 1.4847739738982411e-05, "loss": 2.572, "theoretical_loss": 3.3462628770537384, "tokens_seen": 2718433280 }, { "epoch": 0.97, "learning_rate": 1.4611310762247022e-05, "loss": 2.5793, "theoretical_loss": 3.346136365332365, "tokens_seen": 2719744000 }, { "epoch": 0.97, "learning_rate": 1.4374881785511633e-05, "loss": 2.5694, "theoretical_loss": 3.3460099316278957, "tokens_seen": 2721054720 }, { "epoch": 0.97, "learning_rate": 1.4138452808776244e-05, "loss": 2.5061, "theoretical_loss": 3.3458835758546748, "tokens_seen": 2722365440 }, { "epoch": 0.97, "learning_rate": 1.3902023832040855e-05, "loss": 2.5232, "theoretical_loss": 3.34575729792718, "tokens_seen": 2723676160 }, { "epoch": 0.97, "learning_rate": 1.3665594855305468e-05, "loss": 2.5216, "theoretical_loss": 3.345631097760025, "tokens_seen": 2724986880 }, { "epoch": 0.97, "learning_rate": 1.3429165878570077e-05, "loss": 2.5064, "theoretical_loss": 3.3455049752679575, "tokens_seen": 2726297600 }, { "epoch": 0.97, "learning_rate": 1.3192736901834688e-05, "loss": 2.4818, "theoretical_loss": 3.34537893036586, "tokens_seen": 2727608320 }, { "epoch": 0.97, "learning_rate": 1.2956307925099299e-05, "loss": 2.6292, "theoretical_loss": 3.345252962968749, "tokens_seen": 2728919040 }, { "epoch": 0.98, "learning_rate": 1.2719878948363912e-05, "loss": 2.5192, "theoretical_loss": 3.345127072991774, "tokens_seen": 2730229760 }, { "epoch": 0.98, "learning_rate": 1.2483449971628523e-05, "loss": 2.5124, "theoretical_loss": 3.3450012603502204, "tokens_seen": 2731540480 }, { "epoch": 0.98, "learning_rate": 1.2247020994893134e-05, "loss": 2.5639, "theoretical_loss": 3.3448755249595044, "tokens_seen": 2732851200 }, { "epoch": 0.98, "learning_rate": 1.2010592018157745e-05, "loss": 2.5728, "theoretical_loss": 3.3447498667351754, "tokens_seen": 2734161920 }, { "epoch": 0.98, "learning_rate": 1.1774163041422358e-05, "loss": 2.5265, "theoretical_loss": 3.344624285592918, "tokens_seen": 2735472640 }, { "epoch": 0.98, "learning_rate": 1.1537734064686969e-05, "loss": 2.5918, "theoretical_loss": 3.3444987814485465, "tokens_seen": 2736783360 }, { "epoch": 0.98, "learning_rate": 1.130130508795158e-05, "loss": 2.5666, "theoretical_loss": 3.3443733542180087, "tokens_seen": 2738094080 }, { "epoch": 0.98, "learning_rate": 1.106487611121619e-05, "loss": 2.5264, "theoretical_loss": 3.344248003817384, "tokens_seen": 2739404800 }, { "epoch": 0.98, "learning_rate": 1.0828447134480802e-05, "loss": 2.5619, "theoretical_loss": 3.3441227301628844, "tokens_seen": 2740715520 }, { "epoch": 0.98, "learning_rate": 1.0592018157745414e-05, "loss": 2.5251, "theoretical_loss": 3.343997533170852, "tokens_seen": 2742026240 }, { "epoch": 0.98, "learning_rate": 1.0355589181010026e-05, "loss": 2.5425, "theoretical_loss": 3.34387241275776, "tokens_seen": 2743336960 }, { "epoch": 0.98, "learning_rate": 1.0119160204274637e-05, "loss": 2.5812, "theoretical_loss": 3.3437473688402135, "tokens_seen": 2744647680 }, { "epoch": 0.98, "learning_rate": 9.882731227539248e-06, "loss": 2.5857, "theoretical_loss": 3.343622401334948, "tokens_seen": 2745958400 }, { "epoch": 0.98, "learning_rate": 9.64630225080386e-06, "loss": 2.5809, "theoretical_loss": 3.3434975101588282, "tokens_seen": 2747269120 }, { "epoch": 0.98, "learning_rate": 9.40987327406847e-06, "loss": 2.5371, "theoretical_loss": 3.34337269522885, "tokens_seen": 2748579840 }, { "epoch": 0.98, "learning_rate": 9.17344429733308e-06, "loss": 2.5622, "theoretical_loss": 3.343247956462139, "tokens_seen": 2749890560 }, { "epoch": 0.98, "learning_rate": 8.937015320597692e-06, "loss": 2.5378, "theoretical_loss": 3.3431232937759496, "tokens_seen": 2751201280 }, { "epoch": 0.98, "objective/train/docs_used": 1508642, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.8140687942504883, "objective/train/theoretical_loss": 3.3429987070876668, "objective/train/tokens_used": 2772972000, "theoretical_loss": 3.3429987070876668, "tokens_seen": 2752512000 }, { "epoch": 0.98, "learning_rate": 8.700586343862303e-06, "loss": 2.5729, "theoretical_loss": 3.3429987070876668, "tokens_seen": 2752512000 }, { "epoch": 0.98, "learning_rate": 8.464157367126915e-06, "loss": 2.5702, "theoretical_loss": 3.3428741963148028, "tokens_seen": 2753822720 }, { "epoch": 0.98, "learning_rate": 8.227728390391526e-06, "loss": 2.5524, "theoretical_loss": 3.3427497613749995, "tokens_seen": 2755133440 }, { "epoch": 0.98, "learning_rate": 7.991299413656137e-06, "loss": 2.5373, "theoretical_loss": 3.3426254021860276, "tokens_seen": 2756444160 }, { "epoch": 0.98, "learning_rate": 7.75487043692075e-06, "loss": 2.5154, "theoretical_loss": 3.342501118665785, "tokens_seen": 2757754880 }, { "epoch": 0.99, "learning_rate": 7.51844146018536e-06, "loss": 2.5488, "theoretical_loss": 3.3423769107322996, "tokens_seen": 2759065600 }, { "epoch": 0.99, "learning_rate": 7.282012483449972e-06, "loss": 2.5434, "theoretical_loss": 3.342252778303724, "tokens_seen": 2760376320 }, { "epoch": 0.99, "learning_rate": 7.045583506714583e-06, "loss": 2.49, "theoretical_loss": 3.342128721298341, "tokens_seen": 2761687040 }, { "epoch": 0.99, "learning_rate": 6.809154529979195e-06, "loss": 2.4714, "theoretical_loss": 3.342004739634559, "tokens_seen": 2762997760 }, { "epoch": 0.99, "learning_rate": 6.572725553243805e-06, "loss": 2.5428, "theoretical_loss": 3.3418808332309133, "tokens_seen": 2764308480 }, { "epoch": 0.99, "learning_rate": 6.336296576508416e-06, "loss": 2.4958, "theoretical_loss": 3.3417570020060667, "tokens_seen": 2765619200 }, { "epoch": 0.99, "learning_rate": 6.099867599773028e-06, "loss": 2.5113, "theoretical_loss": 3.341633245878808, "tokens_seen": 2766929920 }, { "epoch": 0.99, "learning_rate": 5.863438623037639e-06, "loss": 2.4801, "theoretical_loss": 3.3415095647680517, "tokens_seen": 2768240640 }, { "epoch": 0.99, "learning_rate": 5.627009646302251e-06, "loss": 2.4811, "theoretical_loss": 3.341385958592839, "tokens_seen": 2769551360 }, { "epoch": 0.99, "learning_rate": 5.390580669566862e-06, "loss": 2.5277, "theoretical_loss": 3.3412624272723366, "tokens_seen": 2770862080 }, { "epoch": 0.99, "learning_rate": 5.154151692831474e-06, "loss": 2.5199, "theoretical_loss": 3.3411389707258357, "tokens_seen": 2772172800 }, { "epoch": 0.99, "learning_rate": 4.917722716096085e-06, "loss": 2.533, "theoretical_loss": 3.3410155888727537, "tokens_seen": 2773483520 }, { "epoch": 0.99, "learning_rate": 4.681293739360696e-06, "loss": 2.5544, "theoretical_loss": 3.340892281632632, "tokens_seen": 2774794240 }, { "epoch": 0.99, "learning_rate": 4.444864762625307e-06, "loss": 2.5223, "theoretical_loss": 3.340769048925137, "tokens_seen": 2776104960 }, { "epoch": 0.99, "learning_rate": 4.208435785889919e-06, "loss": 2.4951, "theoretical_loss": 3.3406458906700602, "tokens_seen": 2777415680 }, { "epoch": 0.99, "learning_rate": 3.97200680915453e-06, "loss": 2.501, "theoretical_loss": 3.340522806787316, "tokens_seen": 2778726400 }, { "epoch": 0.99, "learning_rate": 3.7355778324191415e-06, "loss": 2.5187, "theoretical_loss": 3.3403997971969432, "tokens_seen": 2780037120 }, { "epoch": 0.99, "learning_rate": 3.499148855683753e-06, "loss": 2.5181, "theoretical_loss": 3.3402768618191043, "tokens_seen": 2781347840 }, { "epoch": 0.99, "learning_rate": 3.262719878948364e-06, "loss": 2.5754, "theoretical_loss": 3.3401540005740857, "tokens_seen": 2782658560 }, { "epoch": 0.99, "learning_rate": 3.0262909022129754e-06, "loss": 2.4703, "theoretical_loss": 3.340031213382295, "tokens_seen": 2783969280 }, { "epoch": 0.99, "learning_rate": 2.789861925477587e-06, "loss": 2.5256, "theoretical_loss": 3.339908500164265, "tokens_seen": 2785280000 }, { "epoch": 1.0, "learning_rate": 2.553432948742198e-06, "loss": 2.5188, "theoretical_loss": 3.3397858608406494, "tokens_seen": 2786590720 }, { "epoch": 1.0, "learning_rate": 2.317003972006809e-06, "loss": 2.541, "theoretical_loss": 3.339663295332226, "tokens_seen": 2787901440 }, { "epoch": 1.0, "learning_rate": 2.0805749952714203e-06, "loss": 2.5376, "theoretical_loss": 3.339540803559893, "tokens_seen": 2789212160 }, { "epoch": 1.0, "learning_rate": 1.8441460185360318e-06, "loss": 2.5656, "theoretical_loss": 3.3394183854446706, "tokens_seen": 2790522880 }, { "epoch": 1.0, "learning_rate": 1.607717041800643e-06, "loss": 2.5858, "theoretical_loss": 3.339296040907702, "tokens_seen": 2791833600 }, { "epoch": 1.0, "learning_rate": 1.3712880650652545e-06, "loss": 2.614, "theoretical_loss": 3.3391737698702517, "tokens_seen": 2793144320 }, { "epoch": 1.0, "learning_rate": 1.1348590883298657e-06, "loss": 2.6116, "theoretical_loss": 3.339051572253703, "tokens_seen": 2794455040 }, { "epoch": 1.0, "learning_rate": 8.984301115944771e-07, "loss": 2.6143, "theoretical_loss": 3.3389294479795635, "tokens_seen": 2795765760 }, { "epoch": 1.0, "learning_rate": 6.620011348590884e-07, "loss": 2.6657, "theoretical_loss": 3.3388073969694583, "tokens_seen": 2797076480 }, { "epoch": 1.0, "learning_rate": 4.255721581236997e-07, "loss": 2.5828, "theoretical_loss": 3.338685419145136, "tokens_seen": 2798387200 }, { "epoch": 1.0, "learning_rate": 1.8914318138831096e-07, "loss": 2.6381, "theoretical_loss": 3.3385635144284618, "tokens_seen": 2799697920 } ], "max_steps": 42724, "num_train_epochs": 9223372036854775807, "total_flos": 1.428920419221504e+18, "trial_name": null, "trial_params": null }