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| "precision": "bf16", |
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| {"step": 200, "max_steps": 763, "train_loss": 6.829096, "learning_rate": 0.0005225157909451416, "grad_norm": 0.215122252702713, "tokens_seen": 26214400, "tokens_per_second": 266278} |
| {"step": 200, "validation_loss": 6.829778, "validation_perplexity": 924.9853} |
| {"step": 210, "max_steps": 763, "train_loss": 6.789659, "learning_rate": 0.0005143974209288811, "grad_norm": 0.24126510322093964, "tokens_seen": 27525120, "tokens_per_second": 230320} |
| {"step": 220, "max_steps": 763, "train_loss": 6.741691, "learning_rate": 0.0005059538231958432, "grad_norm": 0.360088586807251, "tokens_seen": 28835840, "tokens_per_second": 266270} |
| {"step": 230, "max_steps": 763, "train_loss": 6.764729, "learning_rate": 0.0004971998899934259, "grad_norm": 0.31751716136932373, "tokens_seen": 30146560, "tokens_per_second": 266266} |
| {"step": 240, "max_steps": 763, "train_loss": 6.741962, "learning_rate": 0.00048815106091776853, "grad_norm": 0.42814502120018005, "tokens_seen": 31457280, "tokens_per_second": 266329} |
| {"step": 250, "max_steps": 763, "train_loss": 6.656931, "learning_rate": 0.0004788232956824341, "grad_norm": 0.22453273832798004, "tokens_seen": 32768000, "tokens_per_second": 266288} |
| Saved checkpoint: runs/kawk50m-v2-100m-5090/checkpoint-00000250 |
| {"step": 260, "max_steps": 763, "train_loss": 6.66519, "learning_rate": 0.00046923304596974483, "grad_norm": 0.3134668469429016, "tokens_seen": 34078720, "tokens_per_second": 227474} |
| {"step": 270, "max_steps": 763, "train_loss": 6.632088, "learning_rate": 0.0004593972264144153, "grad_norm": 0.2917993366718292, "tokens_seen": 35389440, "tokens_per_second": 266351} |
| {"step": 280, "max_steps": 763, "train_loss": 6.602264, "learning_rate": 0.00044933318477066334, "grad_norm": 0.37740278244018555, "tokens_seen": 36700160, "tokens_per_second": 266413} |
| {"step": 290, "max_steps": 763, "train_loss": 6.588042, "learning_rate": 0.00043905867131541155, "grad_norm": 0.20811189711093903, "tokens_seen": 38010880, "tokens_per_second": 266419} |
| {"step": 300, "max_steps": 763, "train_loss": 6.58299, "learning_rate": 0.0004285918075415489, "grad_norm": 0.3652443587779999, "tokens_seen": 39321600, "tokens_per_second": 266461} |
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| {"step": 400, "max_steps": 763, "train_loss": 6.447761, "learning_rate": 0.0003175304661656503, "grad_norm": 0.30540987849235535, "tokens_seen": 52428800, "tokens_per_second": 266490} |
| {"step": 400, "validation_loss": 6.445302, "validation_perplexity": 629.7368} |
| {"step": 410, "max_steps": 763, "train_loss": 6.413681, "learning_rate": 0.00030621691926716884, "grad_norm": 0.23910918831825256, "tokens_seen": 53739520, "tokens_per_second": 230377} |
| {"step": 420, "max_steps": 763, "train_loss": 6.407767, "learning_rate": 0.0002949453193601676, "grad_norm": 0.30284398794174194, "tokens_seen": 55050240, "tokens_per_second": 266502} |
| {"step": 430, "max_steps": 763, "train_loss": 6.394376, "learning_rate": 0.0002837355465312754, "grad_norm": 0.36555153131484985, "tokens_seen": 56360960, "tokens_per_second": 266509} |
| {"step": 440, "max_steps": 763, "train_loss": 6.365705, "learning_rate": 0.00027260737182069626, "grad_norm": 0.34812939167022705, "tokens_seen": 57671680, "tokens_per_second": 266496} |
| {"step": 450, "max_steps": 763, "train_loss": 6.374506, "learning_rate": 0.00026158042235138474, "grad_norm": 0.3512547016143799, "tokens_seen": 58982400, "tokens_per_second": 266513} |
| {"step": 460, "max_steps": 763, "train_loss": 6.370841, "learning_rate": 0.00025067414671205103, "grad_norm": 0.3154039680957794, "tokens_seen": 60293120, "tokens_per_second": 266492} |
| {"step": 470, "max_steps": 763, "train_loss": 6.351014, "learning_rate": 0.00023990778065505504, "grad_norm": 0.2644787132740021, "tokens_seen": 61603840, "tokens_per_second": 266465} |
| {"step": 480, "max_steps": 763, "train_loss": 6.349862, "learning_rate": 0.00022930031316968416, "grad_norm": 0.2982809543609619, "tokens_seen": 62914560, "tokens_per_second": 266482} |
| {"step": 490, "max_steps": 763, "train_loss": 6.357736, "learning_rate": 0.00021887045299065797, "grad_norm": 0.2821158468723297, "tokens_seen": 64225280, "tokens_per_second": 266476} |
| {"step": 500, "max_steps": 763, "train_loss": 6.325619, "learning_rate": 0.00020863659560092397, "grad_norm": 0.42856109142303467, "tokens_seen": 65536000, "tokens_per_second": 266431} |
| {"step": 500, "validation_loss": 6.337917, "validation_perplexity": 565.617} |
| Saved checkpoint: runs/kawk50m-v2-100m-5090/checkpoint-00000500 |
| {"step": 510, "max_steps": 763, "train_loss": 6.320778, "learning_rate": 0.00019861679078694882, "grad_norm": 0.3187156319618225, "tokens_seen": 66846720, "tokens_per_second": 198923} |
| {"step": 520, "max_steps": 763, "train_loss": 6.298001, "learning_rate": 0.0001888287108037225, "grad_norm": 0.31988218426704407, "tokens_seen": 68157440, "tokens_per_second": 265898} |
| {"step": 530, "max_steps": 763, "train_loss": 6.256952, "learning_rate": 0.00017928961920562968, "grad_norm": 0.4417673647403717, "tokens_seen": 69468160, "tokens_per_second": 266314} |
| {"step": 540, "max_steps": 763, "train_loss": 6.292893, "learning_rate": 0.000170016340398158, "grad_norm": 0.26827898621559143, "tokens_seen": 70778880, "tokens_per_second": 266317} |
| {"step": 550, "max_steps": 763, "train_loss": 6.297822, "learning_rate": 0.00016102522996414806, "grad_norm": 0.34556809067726135, "tokens_seen": 72089600, "tokens_per_second": 266359} |
| {"step": 560, "max_steps": 763, "train_loss": 6.255699, "learning_rate": 0.00015233214581692112, "grad_norm": 0.33466053009033203, "tokens_seen": 73400320, "tokens_per_second": 266370} |
| {"step": 570, "max_steps": 763, "train_loss": 6.291651, "learning_rate": 0.0001439524202311625, "grad_norm": 0.3801525831222534, "tokens_seen": 74711040, "tokens_per_second": 266392} |
| {"step": 580, "max_steps": 763, "train_loss": 6.291024, "learning_rate": 0.0001359008328008913, "grad_norm": 0.3617173731327057, "tokens_seen": 76021760, "tokens_per_second": 266388} |
| {"step": 590, "max_steps": 763, "train_loss": 6.263499, "learning_rate": 0.0001281915843722103, "grad_norm": 0.36266186833381653, "tokens_seen": 77332480, "tokens_per_second": 266343} |
| {"step": 600, "max_steps": 763, "train_loss": 6.217177, "learning_rate": 0.00012083827199681319, "grad_norm": 0.27758166193962097, "tokens_seen": 78643200, "tokens_per_second": 266383} |
| {"step": 600, "validation_loss": 6.26907, "validation_perplexity": 527.9859} |
| {"step": 610, "max_steps": 763, "train_loss": 6.252789, "learning_rate": 0.00011385386495042271, "grad_norm": 0.4209630489349365, "tokens_seen": 79953920, "tokens_per_second": 230312} |
| {"step": 620, "max_steps": 763, "train_loss": 6.233759, "learning_rate": 0.0001072506818584584, "grad_norm": 0.3440088927745819, "tokens_seen": 81264640, "tokens_per_second": 266338} |
| {"step": 630, "max_steps": 763, "train_loss": 6.272423, "learning_rate": 0.00010104036896927688, "grad_norm": 0.5068637132644653, "tokens_seen": 82575360, "tokens_per_second": 266290} |
| {"step": 640, "max_steps": 763, "train_loss": 6.21127, "learning_rate": 9.523387961330576e-05, "grad_norm": 0.348201721906662, "tokens_seen": 83886080, "tokens_per_second": 266351} |
| {"step": 650, "max_steps": 763, "train_loss": 6.212734, "learning_rate": 8.984145488429902e-05, "grad_norm": 0.4265684187412262, "tokens_seen": 85196800, "tokens_per_second": 266316} |
| {"step": 660, "max_steps": 763, "train_loss": 6.213993, "learning_rate": 8.487260557678771e-05, "grad_norm": 0.3392343521118164, "tokens_seen": 86507520, "tokens_per_second": 266343} |
| {"step": 670, "max_steps": 763, "train_loss": 6.195304, "learning_rate": 8.033609541158293e-05, "grad_norm": 0.48064514994621277, "tokens_seen": 87818240, "tokens_per_second": 266342} |
| {"step": 680, "max_steps": 763, "train_loss": 6.239417, "learning_rate": 7.623992557891675e-05, "grad_norm": 0.2809535264968872, "tokens_seen": 89128960, "tokens_per_second": 266314} |
| {"step": 690, "max_steps": 763, "train_loss": 6.195762, "learning_rate": 7.25913206264835e-05, "grad_norm": 0.3590209186077118, "tokens_seen": 90439680, "tokens_per_second": 266407} |
| {"step": 700, "max_steps": 763, "train_loss": 6.199124, "learning_rate": 6.939671571727054e-05, "grad_norm": 0.25710293650627136, "tokens_seen": 91750400, "tokens_per_second": 266555} |
| {"step": 700, "validation_loss": 6.227403, "validation_perplexity": 506.4386} |
| {"step": 710, "max_steps": 763, "train_loss": 6.179626, "learning_rate": 6.6661745279652e-05, "grad_norm": 0.36142489314079285, "tokens_seen": 93061120, "tokens_per_second": 230489} |
| {"step": 720, "max_steps": 763, "train_loss": 6.17544, "learning_rate": 6.439123306976511e-05, "grad_norm": 0.3557684123516083, "tokens_seen": 94371840, "tokens_per_second": 266523} |
| {"step": 730, "max_steps": 763, "train_loss": 6.198924, "learning_rate": 6.258918366369462e-05, "grad_norm": 0.35512596368789673, "tokens_seen": 95682560, "tokens_per_second": 266479} |
| {"step": 740, "max_steps": 763, "train_loss": 6.204949, "learning_rate": 6.125877539447194e-05, "grad_norm": 0.33753326535224915, "tokens_seen": 96993280, "tokens_per_second": 266584} |
| {"step": 750, "max_steps": 763, "train_loss": 6.190249, "learning_rate": 6.0402354746346246e-05, "grad_norm": 0.29205089807510376, "tokens_seen": 98304000, "tokens_per_second": 266535} |
| Saved checkpoint: runs/kawk50m-v2-100m-5090/checkpoint-00000750 |
| {"step": 760, "max_steps": 763, "train_loss": 6.177885, "learning_rate": 6.002143221621371e-05, "grad_norm": 0.29259902238845825, "tokens_seen": 99614720, "tokens_per_second": 229715} |
| Final checkpoint: runs/kawk50m-v2-100m-5090/checkpoint-00000763 |
|
|
