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| "precision": "bf16", |
| "compile": true |
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| {"step": 190, "max_steps": 763, "train_loss": 6.885181, "learning_rate": 0.0005302946146119068, "grad_norm": 0.37028592824935913, "tokens_seen": 24903680, "tokens_per_second": 266264} |
| {"step": 200, "max_steps": 763, "train_loss": 6.793332, "learning_rate": 0.0005225157909451416, "grad_norm": 0.23921963572502136, "tokens_seen": 26214400, "tokens_per_second": 266286} |
| {"step": 200, "validation_loss": 7.346951, "validation_perplexity": 1551.4593} |
| {"step": 210, "max_steps": 763, "train_loss": 6.75241, "learning_rate": 0.0005143974209288811, "grad_norm": 0.37784042954444885, "tokens_seen": 27525120, "tokens_per_second": 230148} |
| {"step": 220, "max_steps": 763, "train_loss": 6.723357, "learning_rate": 0.0005059538231958432, "grad_norm": 0.4405493140220642, "tokens_seen": 28835840, "tokens_per_second": 266263} |
| {"step": 230, "max_steps": 763, "train_loss": 6.711626, "learning_rate": 0.0004971998899934259, "grad_norm": 0.45711755752563477, "tokens_seen": 30146560, "tokens_per_second": 266293} |
| {"step": 240, "max_steps": 763, "train_loss": 6.662347, "learning_rate": 0.00048815106091776853, "grad_norm": 0.2726283073425293, "tokens_seen": 31457280, "tokens_per_second": 266226} |
| {"step": 250, "max_steps": 763, "train_loss": 6.668326, "learning_rate": 0.0004788232956824341, "grad_norm": 0.37923818826675415, "tokens_seen": 32768000, "tokens_per_second": 266285} |
| Saved checkpoint: runs/kawk50m-v2c-100m-5090/checkpoint-00000250 |
| {"step": 260, "max_steps": 763, "train_loss": 6.625059, "learning_rate": 0.00046923304596974483, "grad_norm": 0.2514687180519104, "tokens_seen": 34078720, "tokens_per_second": 230647} |
| {"step": 270, "max_steps": 763, "train_loss": 6.646087, "learning_rate": 0.0004593972264144153, "grad_norm": 0.46795105934143066, "tokens_seen": 35389440, "tokens_per_second": 266247} |
| {"step": 280, "max_steps": 763, "train_loss": 6.564949, "learning_rate": 0.00044933318477066334, "grad_norm": 0.39097777009010315, "tokens_seen": 36700160, "tokens_per_second": 266211} |
| {"step": 290, "max_steps": 763, "train_loss": 6.553521, "learning_rate": 0.00043905867131541155, "grad_norm": 0.3731852173805237, "tokens_seen": 38010880, "tokens_per_second": 266237} |
| {"step": 300, "max_steps": 763, "train_loss": 6.547451, "learning_rate": 0.0004285918075415489, "grad_norm": 0.26285019516944885, "tokens_seen": 39321600, "tokens_per_second": 266177} |
| {"step": 300, "validation_loss": 7.185474, "validation_perplexity": 1320.1145} |
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| {"step": 320, "max_steps": 763, "train_loss": 6.487781, "learning_rate": 0.00040715517872222867, "grad_norm": 0.29563823342323303, "tokens_seen": 41943040, "tokens_per_second": 266138} |
| {"step": 330, "max_steps": 763, "train_loss": 6.449433, "learning_rate": 0.0003962232221548463, "grad_norm": 0.28168973326683044, "tokens_seen": 43253760, "tokens_per_second": 266282} |
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| {"step": 360, "max_steps": 763, "train_loss": 6.356381, "learning_rate": 0.0003628046720105023, "grad_norm": 0.32476043701171875, "tokens_seen": 47185920, "tokens_per_second": 266247} |
| {"step": 370, "max_steps": 763, "train_loss": 6.355656, "learning_rate": 0.00035152308942489074, "grad_norm": 0.3003177046775818, "tokens_seen": 48496640, "tokens_per_second": 266181} |
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| {"step": 390, "max_steps": 763, "train_loss": 6.357932, "learning_rate": 0.00032886600598571277, "grad_norm": 0.32416102290153503, "tokens_seen": 51118080, "tokens_per_second": 266204} |
| {"step": 400, "max_steps": 763, "train_loss": 6.369991, "learning_rate": 0.0003175304661656503, "grad_norm": 0.2728043794631958, "tokens_seen": 52428800, "tokens_per_second": 266165} |
| {"step": 400, "validation_loss": 7.074391, "validation_perplexity": 1181.3241} |
| {"step": 410, "max_steps": 763, "train_loss": 6.346023, "learning_rate": 0.00030621691926716884, "grad_norm": 0.26200070977211, "tokens_seen": 53739520, "tokens_per_second": 230188} |
| {"step": 420, "max_steps": 763, "train_loss": 6.307652, "learning_rate": 0.0002949453193601676, "grad_norm": 0.36999261379241943, "tokens_seen": 55050240, "tokens_per_second": 266218} |
| {"step": 430, "max_steps": 763, "train_loss": 6.325831, "learning_rate": 0.0002837355465312754, "grad_norm": 0.4334343373775482, "tokens_seen": 56360960, "tokens_per_second": 266217} |
| {"step": 440, "max_steps": 763, "train_loss": 6.292094, "learning_rate": 0.00027260737182069626, "grad_norm": 0.34754785895347595, "tokens_seen": 57671680, "tokens_per_second": 266012} |
| {"step": 450, "max_steps": 763, "train_loss": 6.252117, "learning_rate": 0.00026158042235138474, "grad_norm": 0.3662015199661255, "tokens_seen": 58982400, "tokens_per_second": 266195} |
| {"step": 460, "max_steps": 763, "train_loss": 6.295666, "learning_rate": 0.00025067414671205103, "grad_norm": 0.37175410985946655, "tokens_seen": 60293120, "tokens_per_second": 266116} |
| {"step": 470, "max_steps": 763, "train_loss": 6.169696, "learning_rate": 0.00023990778065505504, "grad_norm": 0.2848922610282898, "tokens_seen": 61603840, "tokens_per_second": 266130} |
| {"step": 480, "max_steps": 763, "train_loss": 6.211642, "learning_rate": 0.00022930031316968416, "grad_norm": 0.37786588072776794, "tokens_seen": 62914560, "tokens_per_second": 265769} |
| {"step": 490, "max_steps": 763, "train_loss": 6.247116, "learning_rate": 0.00021887045299065797, "grad_norm": 0.36943691968917847, "tokens_seen": 64225280, "tokens_per_second": 266162} |
| {"step": 500, "max_steps": 763, "train_loss": 6.189884, "learning_rate": 0.00020863659560092397, "grad_norm": 0.4221106171607971, "tokens_seen": 65536000, "tokens_per_second": 266236} |
| {"step": 500, "validation_loss": 6.992527, "validation_perplexity": 1088.4688} |
| Saved checkpoint: runs/kawk50m-v2c-100m-5090/checkpoint-00000500 |
| {"step": 510, "max_steps": 763, "train_loss": 6.20336, "learning_rate": 0.00019861679078694882, "grad_norm": 0.4157133400440216, "tokens_seen": 66846720, "tokens_per_second": 208921} |
| {"step": 520, "max_steps": 763, "train_loss": 6.219778, "learning_rate": 0.0001888287108037225, "grad_norm": 0.4442093074321747, "tokens_seen": 68157440, "tokens_per_second": 266376} |
| {"step": 530, "max_steps": 763, "train_loss": 6.247092, "learning_rate": 0.00017928961920562968, "grad_norm": 0.38505372405052185, "tokens_seen": 69468160, "tokens_per_second": 266255} |
| {"step": 540, "max_steps": 763, "train_loss": 6.206688, "learning_rate": 0.000170016340398158, "grad_norm": 0.2860244810581207, "tokens_seen": 70778880, "tokens_per_second": 266266} |
| {"step": 550, "max_steps": 763, "train_loss": 6.124304, "learning_rate": 0.00016102522996414806, "grad_norm": 0.31607306003570557, "tokens_seen": 72089600, "tokens_per_second": 266348} |
| {"step": 560, "max_steps": 763, "train_loss": 6.179218, "learning_rate": 0.00015233214581692112, "grad_norm": 0.28299573063850403, "tokens_seen": 73400320, "tokens_per_second": 266248} |
| {"step": 570, "max_steps": 763, "train_loss": 6.180524, "learning_rate": 0.0001439524202311625, "grad_norm": 0.3858914375305176, "tokens_seen": 74711040, "tokens_per_second": 266268} |
| {"step": 580, "max_steps": 763, "train_loss": 6.145733, "learning_rate": 0.0001359008328008913, "grad_norm": 0.3984925150871277, "tokens_seen": 76021760, "tokens_per_second": 266295} |
| {"step": 590, "max_steps": 763, "train_loss": 6.079543, "learning_rate": 0.0001281915843722103, "grad_norm": 0.36312010884284973, "tokens_seen": 77332480, "tokens_per_second": 266254} |
| {"step": 600, "max_steps": 763, "train_loss": 6.128458, "learning_rate": 0.00012083827199681319, "grad_norm": 0.35983508825302124, "tokens_seen": 78643200, "tokens_per_second": 266206} |
| {"step": 600, "validation_loss": 6.930543, "validation_perplexity": 1023.0492} |
| {"step": 610, "max_steps": 763, "train_loss": 6.098582, "learning_rate": 0.00011385386495042271, "grad_norm": 0.46834057569503784, "tokens_seen": 79953920, "tokens_per_second": 230310} |
| {"step": 620, "max_steps": 763, "train_loss": 6.070086, "learning_rate": 0.0001072506818584584, "grad_norm": 0.365415096282959, "tokens_seen": 81264640, "tokens_per_second": 266189} |
| {"step": 630, "max_steps": 763, "train_loss": 6.068446, "learning_rate": 0.00010104036896927688, "grad_norm": 0.357563316822052, "tokens_seen": 82575360, "tokens_per_second": 266300} |
| {"step": 640, "max_steps": 763, "train_loss": 6.156944, "learning_rate": 9.523387961330576e-05, "grad_norm": 0.39240700006484985, "tokens_seen": 83886080, "tokens_per_second": 266265} |
| {"step": 650, "max_steps": 763, "train_loss": 6.172819, "learning_rate": 8.984145488429902e-05, "grad_norm": 0.3248313069343567, "tokens_seen": 85196800, "tokens_per_second": 266358} |
| {"step": 660, "max_steps": 763, "train_loss": 6.079392, "learning_rate": 8.487260557678771e-05, "grad_norm": 0.4324984550476074, "tokens_seen": 86507520, "tokens_per_second": 266305} |
| {"step": 670, "max_steps": 763, "train_loss": 6.055832, "learning_rate": 8.033609541158293e-05, "grad_norm": 0.35276126861572266, "tokens_seen": 87818240, "tokens_per_second": 266321} |
| {"step": 680, "max_steps": 763, "train_loss": 6.067945, "learning_rate": 7.623992557891675e-05, "grad_norm": 0.38677510619163513, "tokens_seen": 89128960, "tokens_per_second": 266280} |
| {"step": 690, "max_steps": 763, "train_loss": 6.053312, "learning_rate": 7.25913206264835e-05, "grad_norm": 0.3388923406600952, "tokens_seen": 90439680, "tokens_per_second": 266248} |
| {"step": 700, "max_steps": 763, "train_loss": 6.094653, "learning_rate": 6.939671571727054e-05, "grad_norm": 0.32606759667396545, "tokens_seen": 91750400, "tokens_per_second": 266236} |
| {"step": 700, "validation_loss": 6.900528, "validation_perplexity": 992.7987} |
| {"step": 710, "max_steps": 763, "train_loss": 6.094742, "learning_rate": 6.6661745279652e-05, "grad_norm": 0.36600637435913086, "tokens_seen": 93061120, "tokens_per_second": 230352} |
| {"step": 720, "max_steps": 763, "train_loss": 6.077293, "learning_rate": 6.439123306976511e-05, "grad_norm": 0.35945576429367065, "tokens_seen": 94371840, "tokens_per_second": 266274} |
| {"step": 730, "max_steps": 763, "train_loss": 6.124818, "learning_rate": 6.258918366369462e-05, "grad_norm": 0.3347718417644501, "tokens_seen": 95682560, "tokens_per_second": 266338} |
| {"step": 740, "max_steps": 763, "train_loss": 6.070718, "learning_rate": 6.125877539447194e-05, "grad_norm": 0.44693854451179504, "tokens_seen": 96993280, "tokens_per_second": 266348} |
| {"step": 750, "max_steps": 763, "train_loss": 6.03677, "learning_rate": 6.0402354746346246e-05, "grad_norm": 0.3649730980396271, "tokens_seen": 98304000, "tokens_per_second": 266274} |
| Saved checkpoint: runs/kawk50m-v2c-100m-5090/checkpoint-00000750 |
| {"step": 760, "max_steps": 763, "train_loss": 6.019629, "learning_rate": 6.002143221621371e-05, "grad_norm": 0.41180509328842163, "tokens_seen": 99614720, "tokens_per_second": 237759} |
| Final checkpoint: runs/kawk50m-v2c-100m-5090/checkpoint-00000763 |
|
|
