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| "precision": "bf16", |
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| {"step": 190, "max_steps": 763, "train_loss": 6.192135, "learning_rate": 0.0005302946146119068, "grad_norm": 0.6096681952476501, "tokens_seen": 24903680, "tokens_per_second": 266257} |
| {"step": 200, "max_steps": 763, "train_loss": 6.179987, "learning_rate": 0.0005225157909451416, "grad_norm": 0.7556291818618774, "tokens_seen": 26214400, "tokens_per_second": 266294} |
| {"step": 200, "validation_loss": 6.177583, "validation_perplexity": 481.8257} |
| {"step": 210, "max_steps": 763, "train_loss": 6.150098, "learning_rate": 0.0005143974209288811, "grad_norm": 0.8261726498603821, "tokens_seen": 27525120, "tokens_per_second": 230325} |
| {"step": 220, "max_steps": 763, "train_loss": 6.067002, "learning_rate": 0.0005059538231958432, "grad_norm": 0.4761219918727875, "tokens_seen": 28835840, "tokens_per_second": 266248} |
| {"step": 230, "max_steps": 763, "train_loss": 6.02484, "learning_rate": 0.0004971998899934259, "grad_norm": 0.5485476851463318, "tokens_seen": 30146560, "tokens_per_second": 266312} |
| {"step": 240, "max_steps": 763, "train_loss": 5.959249, "learning_rate": 0.00048815106091776853, "grad_norm": 0.4694155156612396, "tokens_seen": 31457280, "tokens_per_second": 266253} |
| {"step": 250, "max_steps": 763, "train_loss": 5.930261, "learning_rate": 0.0004788232956824341, "grad_norm": 0.4947860836982727, "tokens_seen": 32768000, "tokens_per_second": 266309} |
| Saved checkpoint: runs/kawk50m-fixed-scratch-100m-5090/checkpoint-00000250 |
| {"step": 260, "max_steps": 763, "train_loss": 5.946968, "learning_rate": 0.00046923304596974483, "grad_norm": 0.7666828036308289, "tokens_seen": 34078720, "tokens_per_second": 232366} |
| {"step": 270, "max_steps": 763, "train_loss": 5.909852, "learning_rate": 0.0004593972264144153, "grad_norm": 0.7981503009796143, "tokens_seen": 35389440, "tokens_per_second": 266313} |
| {"step": 280, "max_steps": 763, "train_loss": 5.822793, "learning_rate": 0.00044933318477066334, "grad_norm": 0.41134122014045715, "tokens_seen": 36700160, "tokens_per_second": 266308} |
| {"step": 290, "max_steps": 763, "train_loss": 5.782565, "learning_rate": 0.00043905867131541155, "grad_norm": 0.6911254525184631, "tokens_seen": 38010880, "tokens_per_second": 266304} |
| {"step": 300, "max_steps": 763, "train_loss": 5.804326, "learning_rate": 0.0004285918075415489, "grad_norm": 0.6334877014160156, "tokens_seen": 39321600, "tokens_per_second": 266317} |
| {"step": 300, "validation_loss": 5.809348, "validation_perplexity": 333.4018} |
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| {"step": 320, "max_steps": 763, "train_loss": 5.740399, "learning_rate": 0.00040715517872222867, "grad_norm": 0.6593385338783264, "tokens_seen": 41943040, "tokens_per_second": 266365} |
| {"step": 330, "max_steps": 763, "train_loss": 5.700934, "learning_rate": 0.0003962232221548463, "grad_norm": 0.6619644165039062, "tokens_seen": 43253760, "tokens_per_second": 266342} |
| {"step": 340, "max_steps": 763, "train_loss": 5.700379, "learning_rate": 0.00038517446554096337, "grad_norm": 0.5015922784805298, "tokens_seen": 44564480, "tokens_per_second": 266328} |
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| {"step": 390, "max_steps": 763, "train_loss": 5.570693, "learning_rate": 0.00032886600598571277, "grad_norm": 0.443662166595459, "tokens_seen": 51118080, "tokens_per_second": 266339} |
| {"step": 400, "max_steps": 763, "train_loss": 5.585567, "learning_rate": 0.0003175304661656503, "grad_norm": 0.6869713068008423, "tokens_seen": 52428800, "tokens_per_second": 266338} |
| {"step": 400, "validation_loss": 5.583481, "validation_perplexity": 265.996} |
| {"step": 410, "max_steps": 763, "train_loss": 5.563179, "learning_rate": 0.00030621691926716884, "grad_norm": 0.6459590196609497, "tokens_seen": 53739520, "tokens_per_second": 230345} |
| {"step": 420, "max_steps": 763, "train_loss": 5.525482, "learning_rate": 0.0002949453193601676, "grad_norm": 0.5371569395065308, "tokens_seen": 55050240, "tokens_per_second": 266334} |
| {"step": 430, "max_steps": 763, "train_loss": 5.5109, "learning_rate": 0.0002837355465312754, "grad_norm": 0.6863892674446106, "tokens_seen": 56360960, "tokens_per_second": 266321} |
| {"step": 440, "max_steps": 763, "train_loss": 5.523325, "learning_rate": 0.00027260737182069626, "grad_norm": 0.6527363657951355, "tokens_seen": 57671680, "tokens_per_second": 266328} |
| {"step": 450, "max_steps": 763, "train_loss": 5.498847, "learning_rate": 0.00026158042235138474, "grad_norm": 0.5187376737594604, "tokens_seen": 58982400, "tokens_per_second": 266377} |
| {"step": 460, "max_steps": 763, "train_loss": 5.415719, "learning_rate": 0.00025067414671205103, "grad_norm": 0.5715372562408447, "tokens_seen": 60293120, "tokens_per_second": 266317} |
| {"step": 470, "max_steps": 763, "train_loss": 5.42196, "learning_rate": 0.00023990778065505504, "grad_norm": 0.6693496108055115, "tokens_seen": 61603840, "tokens_per_second": 266344} |
| {"step": 480, "max_steps": 763, "train_loss": 5.417011, "learning_rate": 0.00022930031316968416, "grad_norm": 0.653715193271637, "tokens_seen": 62914560, "tokens_per_second": 266362} |
| {"step": 490, "max_steps": 763, "train_loss": 5.422983, "learning_rate": 0.00021887045299065797, "grad_norm": 0.8522746562957764, "tokens_seen": 64225280, "tokens_per_second": 266396} |
| {"step": 500, "max_steps": 763, "train_loss": 5.384743, "learning_rate": 0.00020863659560092397, "grad_norm": 0.6453570127487183, "tokens_seen": 65536000, "tokens_per_second": 266397} |
| {"step": 500, "validation_loss": 5.424639, "validation_perplexity": 226.9294} |
| Saved checkpoint: runs/kawk50m-fixed-scratch-100m-5090/checkpoint-00000500 |
| {"step": 510, "max_steps": 763, "train_loss": 5.420039, "learning_rate": 0.00019861679078694882, "grad_norm": 0.6342107057571411, "tokens_seen": 66846720, "tokens_per_second": 207241} |
| {"step": 520, "max_steps": 763, "train_loss": 5.376793, "learning_rate": 0.0001888287108037225, "grad_norm": 0.5910501480102539, "tokens_seen": 68157440, "tokens_per_second": 266397} |
| {"step": 530, "max_steps": 763, "train_loss": 5.394478, "learning_rate": 0.00017928961920562968, "grad_norm": 0.5266616344451904, "tokens_seen": 69468160, "tokens_per_second": 266388} |
| {"step": 540, "max_steps": 763, "train_loss": 5.376837, "learning_rate": 0.000170016340398158, "grad_norm": 0.5880401134490967, "tokens_seen": 70778880, "tokens_per_second": 266413} |
| {"step": 550, "max_steps": 763, "train_loss": 5.352697, "learning_rate": 0.00016102522996414806, "grad_norm": 0.676957905292511, "tokens_seen": 72089600, "tokens_per_second": 266408} |
| {"step": 560, "max_steps": 763, "train_loss": 5.337461, "learning_rate": 0.00015233214581692112, "grad_norm": 0.520514965057373, "tokens_seen": 73400320, "tokens_per_second": 266409} |
| {"step": 570, "max_steps": 763, "train_loss": 5.333974, "learning_rate": 0.0001439524202311625, "grad_norm": 0.5339544415473938, "tokens_seen": 74711040, "tokens_per_second": 266407} |
| {"step": 580, "max_steps": 763, "train_loss": 5.335162, "learning_rate": 0.0001359008328008913, "grad_norm": 0.5292180180549622, "tokens_seen": 76021760, "tokens_per_second": 266405} |
| {"step": 590, "max_steps": 763, "train_loss": 5.345912, "learning_rate": 0.0001281915843722103, "grad_norm": 0.4299924373626709, "tokens_seen": 77332480, "tokens_per_second": 266347} |
| {"step": 600, "max_steps": 763, "train_loss": 5.335148, "learning_rate": 0.00012083827199681319, "grad_norm": 0.5129626393318176, "tokens_seen": 78643200, "tokens_per_second": 266393} |
| {"step": 600, "validation_loss": 5.320427, "validation_perplexity": 204.4711} |
| {"step": 610, "max_steps": 763, "train_loss": 5.290448, "learning_rate": 0.00011385386495042271, "grad_norm": 0.6020255088806152, "tokens_seen": 79953920, "tokens_per_second": 230475} |
| {"step": 620, "max_steps": 763, "train_loss": 5.266137, "learning_rate": 0.0001072506818584584, "grad_norm": 0.5276666283607483, "tokens_seen": 81264640, "tokens_per_second": 266399} |
| {"step": 630, "max_steps": 763, "train_loss": 5.266309, "learning_rate": 0.00010104036896927688, "grad_norm": 0.6189335584640503, "tokens_seen": 82575360, "tokens_per_second": 266374} |
| {"step": 640, "max_steps": 763, "train_loss": 5.281845, "learning_rate": 9.523387961330576e-05, "grad_norm": 0.5236685872077942, "tokens_seen": 83886080, "tokens_per_second": 266381} |
| {"step": 650, "max_steps": 763, "train_loss": 5.260385, "learning_rate": 8.984145488429902e-05, "grad_norm": 0.4144093990325928, "tokens_seen": 85196800, "tokens_per_second": 266397} |
| {"step": 660, "max_steps": 763, "train_loss": 5.27364, "learning_rate": 8.487260557678771e-05, "grad_norm": 0.5166460275650024, "tokens_seen": 86507520, "tokens_per_second": 266401} |
| {"step": 670, "max_steps": 763, "train_loss": 5.249187, "learning_rate": 8.033609541158293e-05, "grad_norm": 0.5099441409111023, "tokens_seen": 87818240, "tokens_per_second": 266340} |
| {"step": 680, "max_steps": 763, "train_loss": 5.229744, "learning_rate": 7.623992557891675e-05, "grad_norm": 0.49411189556121826, "tokens_seen": 89128960, "tokens_per_second": 266365} |
| {"step": 690, "max_steps": 763, "train_loss": 5.194886, "learning_rate": 7.25913206264835e-05, "grad_norm": 0.45130783319473267, "tokens_seen": 90439680, "tokens_per_second": 266368} |
| {"step": 700, "max_steps": 763, "train_loss": 5.207998, "learning_rate": 6.939671571727054e-05, "grad_norm": 0.5291787385940552, "tokens_seen": 91750400, "tokens_per_second": 266384} |
| {"step": 700, "validation_loss": 5.252493, "validation_perplexity": 191.0419} |
| {"step": 710, "max_steps": 763, "train_loss": 5.198223, "learning_rate": 6.6661745279652e-05, "grad_norm": 0.4649067223072052, "tokens_seen": 93061120, "tokens_per_second": 230502} |
| {"step": 720, "max_steps": 763, "train_loss": 5.193981, "learning_rate": 6.439123306976511e-05, "grad_norm": 0.5638070702552795, "tokens_seen": 94371840, "tokens_per_second": 266406} |
| {"step": 730, "max_steps": 763, "train_loss": 5.215189, "learning_rate": 6.258918366369462e-05, "grad_norm": 0.5251625776290894, "tokens_seen": 95682560, "tokens_per_second": 266414} |
| {"step": 740, "max_steps": 763, "train_loss": 5.223023, "learning_rate": 6.125877539447194e-05, "grad_norm": 0.4707590937614441, "tokens_seen": 96993280, "tokens_per_second": 266411} |
| {"step": 750, "max_steps": 763, "train_loss": 5.205901, "learning_rate": 6.0402354746346246e-05, "grad_norm": 0.48817580938339233, "tokens_seen": 98304000, "tokens_per_second": 266402} |
| Saved checkpoint: runs/kawk50m-fixed-scratch-100m-5090/checkpoint-00000750 |
| {"step": 760, "max_steps": 763, "train_loss": 5.174543, "learning_rate": 6.002143221621371e-05, "grad_norm": 0.4425918161869049, "tokens_seen": 99614720, "tokens_per_second": 235110} |
| Final checkpoint: runs/kawk50m-fixed-scratch-100m-5090/checkpoint-00000763 |
|
|
