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| "precision": "bf16", |
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| {"step": 120, "max_steps": 763, "train_loss": 7.352327, "learning_rate": 0.0005741679421404754, "grad_norm": 0.5503227114677429, "tokens_seen": 15728640, "tokens_per_second": 266394} |
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| {"step": 160, "max_steps": 763, "train_loss": 7.162835, "learning_rate": 0.0005514597483108611, "grad_norm": 0.36225536465644836, "tokens_seen": 20971520, "tokens_per_second": 266381} |
| {"step": 170, "max_steps": 763, "train_loss": 7.139613, "learning_rate": 0.0005447793669086647, "grad_norm": 0.3161013722419739, "tokens_seen": 22282240, "tokens_per_second": 266320} |
| {"step": 180, "max_steps": 763, "train_loss": 7.099, "learning_rate": 0.0005377201721653773, "grad_norm": 0.22452951967716217, "tokens_seen": 23592960, "tokens_per_second": 266264} |
| {"step": 190, "max_steps": 763, "train_loss": 7.049736, "learning_rate": 0.0005302946146119068, "grad_norm": 0.25059765577316284, "tokens_seen": 24903680, "tokens_per_second": 266236} |
| {"step": 200, "max_steps": 763, "train_loss": 7.053318, "learning_rate": 0.0005225157909451416, "grad_norm": 0.43542009592056274, "tokens_seen": 26214400, "tokens_per_second": 266186} |
| {"step": 200, "validation_loss": 7.060782, "validation_perplexity": 1165.3566} |
| {"step": 210, "max_steps": 763, "train_loss": 7.037449, "learning_rate": 0.0005143974209288811, "grad_norm": 0.26370304822921753, "tokens_seen": 27525120, "tokens_per_second": 230198} |
| {"step": 220, "max_steps": 763, "train_loss": 6.975432, "learning_rate": 0.0005059538231958432, "grad_norm": 0.26475998759269714, "tokens_seen": 28835840, "tokens_per_second": 266135} |
| {"step": 230, "max_steps": 763, "train_loss": 6.965406, "learning_rate": 0.0004971998899934259, "grad_norm": 0.35259950160980225, "tokens_seen": 30146560, "tokens_per_second": 266134} |
| {"step": 240, "max_steps": 763, "train_loss": 6.928536, "learning_rate": 0.00048815106091776853, "grad_norm": 0.435407429933548, "tokens_seen": 31457280, "tokens_per_second": 266193} |
| {"step": 250, "max_steps": 763, "train_loss": 6.905537, "learning_rate": 0.0004788232956824341, "grad_norm": 0.34180641174316406, "tokens_seen": 32768000, "tokens_per_second": 266211} |
| Saved checkpoint: runs/kawk50m-v2b-100m-5090/checkpoint-00000250 |
| {"step": 260, "max_steps": 763, "train_loss": 6.923052, "learning_rate": 0.00046923304596974483, "grad_norm": 0.3402026295661926, "tokens_seen": 34078720, "tokens_per_second": 232313} |
| {"step": 270, "max_steps": 763, "train_loss": 6.887879, "learning_rate": 0.0004593972264144153, "grad_norm": 0.23325936496257782, "tokens_seen": 35389440, "tokens_per_second": 266199} |
| {"step": 280, "max_steps": 763, "train_loss": 6.833163, "learning_rate": 0.00044933318477066334, "grad_norm": 0.3810471296310425, "tokens_seen": 36700160, "tokens_per_second": 266289} |
| {"step": 290, "max_steps": 763, "train_loss": 6.819903, "learning_rate": 0.00043905867131541155, "grad_norm": 0.3885501027107239, "tokens_seen": 38010880, "tokens_per_second": 266271} |
| {"step": 300, "max_steps": 763, "train_loss": 6.825687, "learning_rate": 0.0004285918075415489, "grad_norm": 0.1984497308731079, "tokens_seen": 39321600, "tokens_per_second": 266280} |
| {"step": 300, "validation_loss": 6.825716, "validation_perplexity": 921.2356} |
| {"step": 310, "max_steps": 763, "train_loss": 6.80148, "learning_rate": 0.00041795105419646444, "grad_norm": 0.29355815052986145, "tokens_seen": 40632320, "tokens_per_second": 230248} |
| {"step": 320, "max_steps": 763, "train_loss": 6.773774, "learning_rate": 0.00040715517872222867, "grad_norm": 0.3648630678653717, "tokens_seen": 41943040, "tokens_per_second": 266303} |
| {"step": 330, "max_steps": 763, "train_loss": 6.76706, "learning_rate": 0.0003962232221548463, "grad_norm": 0.4928100109100342, "tokens_seen": 43253760, "tokens_per_second": 266274} |
| {"step": 340, "max_steps": 763, "train_loss": 6.750465, "learning_rate": 0.00038517446554096337, "grad_norm": 0.23637978732585907, "tokens_seen": 44564480, "tokens_per_second": 266319} |
| {"step": 350, "max_steps": 763, "train_loss": 6.724762, "learning_rate": 0.0003740283959312592, "grad_norm": 0.37695491313934326, "tokens_seen": 45875200, "tokens_per_second": 266270} |
| {"step": 360, "max_steps": 763, "train_loss": 6.76801, "learning_rate": 0.0003628046720105023, "grad_norm": 0.3755868673324585, "tokens_seen": 47185920, "tokens_per_second": 266201} |
| {"step": 370, "max_steps": 763, "train_loss": 6.710524, "learning_rate": 0.00035152308942489074, "grad_norm": 0.3105439245700836, "tokens_seen": 48496640, "tokens_per_second": 266253} |
| {"step": 380, "max_steps": 763, "train_loss": 6.683565, "learning_rate": 0.0003402035458678273, "grad_norm": 0.3700482249259949, "tokens_seen": 49807360, "tokens_per_second": 266144} |
| {"step": 390, "max_steps": 763, "train_loss": 6.643779, "learning_rate": 0.00032886600598571277, "grad_norm": 0.34984415769577026, "tokens_seen": 51118080, "tokens_per_second": 266336} |
| {"step": 400, "max_steps": 763, "train_loss": 6.656132, "learning_rate": 0.0003175304661656503, "grad_norm": 0.33372822403907776, "tokens_seen": 52428800, "tokens_per_second": 266232} |
| {"step": 400, "validation_loss": 6.678488, "validation_perplexity": 795.1163} |
| {"step": 410, "max_steps": 763, "train_loss": 6.647935, "learning_rate": 0.00030621691926716884, "grad_norm": 0.48236599564552307, "tokens_seen": 53739520, "tokens_per_second": 230266} |
| {"step": 420, "max_steps": 763, "train_loss": 6.626147, "learning_rate": 0.0002949453193601676, "grad_norm": 0.25282207131385803, "tokens_seen": 55050240, "tokens_per_second": 266291} |
| {"step": 430, "max_steps": 763, "train_loss": 6.602006, "learning_rate": 0.0002837355465312754, "grad_norm": 0.28393957018852234, "tokens_seen": 56360960, "tokens_per_second": 266261} |
| {"step": 440, "max_steps": 763, "train_loss": 6.650382, "learning_rate": 0.00027260737182069626, "grad_norm": 0.3613400459289551, "tokens_seen": 57671680, "tokens_per_second": 266209} |
| {"step": 450, "max_steps": 763, "train_loss": 6.613721, "learning_rate": 0.00026158042235138474, "grad_norm": 0.29074686765670776, "tokens_seen": 58982400, "tokens_per_second": 266268} |
| {"step": 460, "max_steps": 763, "train_loss": 6.567071, "learning_rate": 0.00025067414671205103, "grad_norm": 0.4221433997154236, "tokens_seen": 60293120, "tokens_per_second": 266231} |
| {"step": 470, "max_steps": 763, "train_loss": 6.550491, "learning_rate": 0.00023990778065505504, "grad_norm": 0.27452975511550903, "tokens_seen": 61603840, "tokens_per_second": 266282} |
| {"step": 480, "max_steps": 763, "train_loss": 6.563501, "learning_rate": 0.00022930031316968416, "grad_norm": 0.36832818388938904, "tokens_seen": 62914560, "tokens_per_second": 266263} |
| {"step": 490, "max_steps": 763, "train_loss": 6.555317, "learning_rate": 0.00021887045299065797, "grad_norm": 0.42065495252609253, "tokens_seen": 64225280, "tokens_per_second": 266231} |
| {"step": 500, "max_steps": 763, "train_loss": 6.531689, "learning_rate": 0.00020863659560092397, "grad_norm": 0.29724204540252686, "tokens_seen": 65536000, "tokens_per_second": 266197} |
| {"step": 500, "validation_loss": 6.57314, "validation_perplexity": 715.6133} |
| Saved checkpoint: runs/kawk50m-v2b-100m-5090/checkpoint-00000500 |
| {"step": 510, "max_steps": 763, "train_loss": 6.571091, "learning_rate": 0.00019861679078694882, "grad_norm": 0.430081844329834, "tokens_seen": 66846720, "tokens_per_second": 204667} |
| {"step": 520, "max_steps": 763, "train_loss": 6.548505, "learning_rate": 0.0001888287108037225, "grad_norm": 0.33085897564888, "tokens_seen": 68157440, "tokens_per_second": 266247} |
| {"step": 530, "max_steps": 763, "train_loss": 6.557787, "learning_rate": 0.00017928961920562968, "grad_norm": 0.302127480506897, "tokens_seen": 69468160, "tokens_per_second": 266278} |
| {"step": 540, "max_steps": 763, "train_loss": 6.525326, "learning_rate": 0.000170016340398158, "grad_norm": 0.27977681159973145, "tokens_seen": 70778880, "tokens_per_second": 266288} |
| {"step": 550, "max_steps": 763, "train_loss": 6.51195, "learning_rate": 0.00016102522996414806, "grad_norm": 0.34210750460624695, "tokens_seen": 72089600, "tokens_per_second": 266326} |
| {"step": 560, "max_steps": 763, "train_loss": 6.531392, "learning_rate": 0.00015233214581692112, "grad_norm": 0.4074239730834961, "tokens_seen": 73400320, "tokens_per_second": 266288} |
| {"step": 570, "max_steps": 763, "train_loss": 6.520072, "learning_rate": 0.0001439524202311625, "grad_norm": 0.43846815824508667, "tokens_seen": 74711040, "tokens_per_second": 266330} |
| {"step": 580, "max_steps": 763, "train_loss": 6.511605, "learning_rate": 0.0001359008328008913, "grad_norm": 0.31567832827568054, "tokens_seen": 76021760, "tokens_per_second": 266323} |
| {"step": 590, "max_steps": 763, "train_loss": 6.537479, "learning_rate": 0.0001281915843722103, "grad_norm": 0.3729858696460724, "tokens_seen": 77332480, "tokens_per_second": 266252} |
| {"step": 600, "max_steps": 763, "train_loss": 6.532045, "learning_rate": 0.00012083827199681319, "grad_norm": 0.26585572957992554, "tokens_seen": 78643200, "tokens_per_second": 266290} |
| {"step": 600, "validation_loss": 6.505008, "validation_perplexity": 668.4811} |
| {"step": 610, "max_steps": 763, "train_loss": 6.491537, "learning_rate": 0.00011385386495042271, "grad_norm": 0.3619851768016815, "tokens_seen": 79953920, "tokens_per_second": 230240} |
| {"step": 620, "max_steps": 763, "train_loss": 6.4614, "learning_rate": 0.0001072506818584584, "grad_norm": 0.48713865876197815, "tokens_seen": 81264640, "tokens_per_second": 266178} |
| {"step": 630, "max_steps": 763, "train_loss": 6.467959, "learning_rate": 0.00010104036896927688, "grad_norm": 0.3595183193683624, "tokens_seen": 82575360, "tokens_per_second": 266326} |
| {"step": 640, "max_steps": 763, "train_loss": 6.48798, "learning_rate": 9.523387961330576e-05, "grad_norm": 0.32979124784469604, "tokens_seen": 83886080, "tokens_per_second": 266216} |
| {"step": 650, "max_steps": 763, "train_loss": 6.470192, "learning_rate": 8.984145488429902e-05, "grad_norm": 0.3445857763290405, "tokens_seen": 85196800, "tokens_per_second": 266239} |
| {"step": 660, "max_steps": 763, "train_loss": 6.475928, "learning_rate": 8.487260557678771e-05, "grad_norm": 0.3449500799179077, "tokens_seen": 86507520, "tokens_per_second": 266251} |
| {"step": 670, "max_steps": 763, "train_loss": 6.458194, "learning_rate": 8.033609541158293e-05, "grad_norm": 0.3366071283817291, "tokens_seen": 87818240, "tokens_per_second": 266288} |
| {"step": 680, "max_steps": 763, "train_loss": 6.432897, "learning_rate": 7.623992557891675e-05, "grad_norm": 0.3163807988166809, "tokens_seen": 89128960, "tokens_per_second": 266289} |
| {"step": 690, "max_steps": 763, "train_loss": 6.403873, "learning_rate": 7.25913206264835e-05, "grad_norm": 0.28882038593292236, "tokens_seen": 90439680, "tokens_per_second": 266278} |
| {"step": 700, "max_steps": 763, "train_loss": 6.422303, "learning_rate": 6.939671571727054e-05, "grad_norm": 0.36098745465278625, "tokens_seen": 91750400, "tokens_per_second": 266284} |
| {"step": 700, "validation_loss": 6.465888, "validation_perplexity": 642.8347} |
| {"step": 710, "max_steps": 763, "train_loss": 6.417603, "learning_rate": 6.6661745279652e-05, "grad_norm": 0.4314678907394409, "tokens_seen": 93061120, "tokens_per_second": 230267} |
| {"step": 720, "max_steps": 763, "train_loss": 6.426275, "learning_rate": 6.439123306976511e-05, "grad_norm": 0.3415035307407379, "tokens_seen": 94371840, "tokens_per_second": 266256} |
| {"step": 730, "max_steps": 763, "train_loss": 6.431689, "learning_rate": 6.258918366369462e-05, "grad_norm": 0.31763747334480286, "tokens_seen": 95682560, "tokens_per_second": 266188} |
| {"step": 740, "max_steps": 763, "train_loss": 6.450324, "learning_rate": 6.125877539447194e-05, "grad_norm": 0.3103681802749634, "tokens_seen": 96993280, "tokens_per_second": 266165} |
| {"step": 750, "max_steps": 763, "train_loss": 6.424354, "learning_rate": 6.0402354746346246e-05, "grad_norm": 0.2832094430923462, "tokens_seen": 98304000, "tokens_per_second": 266214} |
| Saved checkpoint: runs/kawk50m-v2b-100m-5090/checkpoint-00000750 |
| {"step": 760, "max_steps": 763, "train_loss": 6.413977, "learning_rate": 6.002143221621371e-05, "grad_norm": 0.4196031391620636, "tokens_seen": 99614720, "tokens_per_second": 234659} |
| Final checkpoint: runs/kawk50m-v2b-100m-5090/checkpoint-00000763 |
|
|
