| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.7527733755942948, | |
| "global_step": 1900, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0, | |
| "learning_rate": 3.846153846153847e-06, | |
| "loss": 2.7796, | |
| "theoretical_loss": 3.3518567762894107, | |
| "tokens_seen": 2969305088 | |
| }, | |
| { | |
| "epoch": 0.0, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 2.4642, | |
| "theoretical_loss": 3.3517550749686795, | |
| "tokens_seen": 2970484736 | |
| }, | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 1.9063, | |
| "theoretical_loss": 3.351642134115535, | |
| "tokens_seen": 2971795456 | |
| }, | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 9.983987189751803e-05, | |
| "loss": 1.4437, | |
| "theoretical_loss": 3.351529257004948, | |
| "tokens_seen": 2973106176 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 9.943955164131305e-05, | |
| "loss": 1.273, | |
| "theoretical_loss": 3.3514164435728655, | |
| "tokens_seen": 2974416896 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 9.90392313851081e-05, | |
| "loss": 1.2074, | |
| "theoretical_loss": 3.3513036937553267, | |
| "tokens_seen": 2975727616 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 9.863891112890312e-05, | |
| "loss": 1.2079, | |
| "theoretical_loss": 3.3511910074884628, | |
| "tokens_seen": 2977038336 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "objective/train/docs_used": 997783, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 0.9412798285484314, | |
| "objective/train/theoretical_loss": 3.3511628458440637, | |
| "objective/train/tokens_used": 28650976, | |
| "theoretical_loss": 3.3511628458440637, | |
| "tokens_seen": 2977366016 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 9.823859087269817e-05, | |
| "loss": 1.2032, | |
| "theoretical_loss": 3.3510783847084977, | |
| "tokens_seen": 2978349056 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 9.78382706164932e-05, | |
| "loss": 1.2178, | |
| "theoretical_loss": 3.350965825351748, | |
| "tokens_seen": 2979659776 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 9.743795036028824e-05, | |
| "loss": 1.189, | |
| "theoretical_loss": 3.3508533293546208, | |
| "tokens_seen": 2980970496 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 9.703763010408326e-05, | |
| "loss": 1.2086, | |
| "theoretical_loss": 3.3507408966536154, | |
| "tokens_seen": 2982281216 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 9.663730984787832e-05, | |
| "loss": 1.1797, | |
| "theoretical_loss": 3.3506285271853233, | |
| "tokens_seen": 2983591936 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 9.623698959167334e-05, | |
| "loss": 1.1709, | |
| "theoretical_loss": 3.350516220886427, | |
| "tokens_seen": 2984902656 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "objective/train/docs_used": 1000073, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.0221836566925049, | |
| "objective/train/theoretical_loss": 3.3504600914057403, | |
| "objective/train/tokens_used": 36842976, | |
| "theoretical_loss": 3.3504600914057403, | |
| "tokens_seen": 2985558016 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 9.583666933546838e-05, | |
| "loss": 1.1658, | |
| "theoretical_loss": 3.3504039776936994, | |
| "tokens_seen": 2986213376 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 9.543634907926342e-05, | |
| "loss": 1.1823, | |
| "theoretical_loss": 3.350291797544005, | |
| "tokens_seen": 2987524096 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 9.503602882305846e-05, | |
| "loss": 1.1859, | |
| "theoretical_loss": 3.3501796803742994, | |
| "tokens_seen": 2988834816 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 9.463570856685348e-05, | |
| "loss": 1.1906, | |
| "theoretical_loss": 3.3500676261216285, | |
| "tokens_seen": 2990145536 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 9.423538831064852e-05, | |
| "loss": 1.185, | |
| "theoretical_loss": 3.3499556347231287, | |
| "tokens_seen": 2991456256 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 9.383506805444356e-05, | |
| "loss": 1.2042, | |
| "theoretical_loss": 3.349843706116027, | |
| "tokens_seen": 2992766976 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "objective/train/docs_used": 1002769, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.227379560470581, | |
| "objective/train/theoretical_loss": 3.349759800829844, | |
| "objective/train/tokens_used": 45034976, | |
| "theoretical_loss": 3.349759800829844, | |
| "tokens_seen": 2993750016 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 9.34347477982386e-05, | |
| "loss": 1.1807, | |
| "theoretical_loss": 3.3497318402376397, | |
| "tokens_seen": 2994077696 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 9.303442754203363e-05, | |
| "loss": 1.1862, | |
| "theoretical_loss": 3.349620037025374, | |
| "tokens_seen": 2995388416 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 9.263410728582867e-05, | |
| "loss": 1.178, | |
| "theoretical_loss": 3.349508296416727, | |
| "tokens_seen": 2996699136 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 9.22337870296237e-05, | |
| "loss": 1.1656, | |
| "theoretical_loss": 3.3493966183492847, | |
| "tokens_seen": 2998009856 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 9.183346677341874e-05, | |
| "loss": 1.1769, | |
| "theoretical_loss": 3.349285002760723, | |
| "tokens_seen": 2999320576 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 9.143314651721377e-05, | |
| "loss": 1.1513, | |
| "theoretical_loss": 3.3491734495888066, | |
| "tokens_seen": 3000631296 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "objective/train/docs_used": 1005438, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1515272855758667, | |
| "objective/train/theoretical_loss": 3.3490619587713906, | |
| "objective/train/tokens_used": 53226976, | |
| "theoretical_loss": 3.3490619587713906, | |
| "tokens_seen": 3001942016 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 9.103282626100881e-05, | |
| "loss": 1.1793, | |
| "theoretical_loss": 3.3490619587713906, | |
| "tokens_seen": 3001942016 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 9.063250600480385e-05, | |
| "loss": 1.1534, | |
| "theoretical_loss": 3.348950530246418, | |
| "tokens_seen": 3003252736 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 9.023218574859889e-05, | |
| "loss": 1.1928, | |
| "theoretical_loss": 3.348839163951921, | |
| "tokens_seen": 3004563456 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 8.983186549239391e-05, | |
| "loss": 1.1678, | |
| "theoretical_loss": 3.3487278598260195, | |
| "tokens_seen": 3005874176 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 8.943154523618895e-05, | |
| "loss": 1.1477, | |
| "theoretical_loss": 3.348616617806923, | |
| "tokens_seen": 3007184896 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 8.903122497998399e-05, | |
| "loss": 1.1773, | |
| "theoretical_loss": 3.34850543783293, | |
| "tokens_seen": 3008495616 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 8.863090472377903e-05, | |
| "loss": 1.185, | |
| "theoretical_loss": 3.3483943198424253, | |
| "tokens_seen": 3009806336 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "objective/train/docs_used": 1008334, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3460177183151245, | |
| "objective/train/theoretical_loss": 3.348366550022507, | |
| "objective/train/tokens_used": 61418976, | |
| "theoretical_loss": 3.348366550022507, | |
| "tokens_seen": 3010134016 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 8.823058446757406e-05, | |
| "loss": 1.1798, | |
| "theoretical_loss": 3.348283263773882, | |
| "tokens_seen": 3011117056 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 8.78302642113691e-05, | |
| "loss": 1.1794, | |
| "theoretical_loss": 3.3481722695658633, | |
| "tokens_seen": 3012427776 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 8.742994395516414e-05, | |
| "loss": 1.1759, | |
| "theoretical_loss": 3.3480613371570165, | |
| "tokens_seen": 3013738496 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 8.702962369895917e-05, | |
| "loss": 1.1839, | |
| "theoretical_loss": 3.347950466486079, | |
| "tokens_seen": 3015049216 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 8.66293034427542e-05, | |
| "loss": 1.1996, | |
| "theoretical_loss": 3.3478396574918747, | |
| "tokens_seen": 3016359936 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 8.622898318654924e-05, | |
| "loss": 1.1897, | |
| "theoretical_loss": 3.347728910113315, | |
| "tokens_seen": 3017670656 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "objective/train/docs_used": 1011213, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.227089524269104, | |
| "objective/train/theoretical_loss": 3.3476735595108353, | |
| "objective/train/tokens_used": 69610976, | |
| "theoretical_loss": 3.3476735595108353, | |
| "tokens_seen": 3018326016 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 8.582866293034428e-05, | |
| "loss": 1.1741, | |
| "theoretical_loss": 3.3476182242893975, | |
| "tokens_seen": 3018981376 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 8.542834267413932e-05, | |
| "loss": 1.191, | |
| "theoretical_loss": 3.3475075999592074, | |
| "tokens_seen": 3020292096 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 8.502802241793434e-05, | |
| "loss": 1.1924, | |
| "theoretical_loss": 3.347397037061916, | |
| "tokens_seen": 3021602816 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 8.462770216172938e-05, | |
| "loss": 1.188, | |
| "theoretical_loss": 3.3472865355367825, | |
| "tokens_seen": 3022913536 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 8.422738190552442e-05, | |
| "loss": 1.1754, | |
| "theoretical_loss": 3.3471760953231504, | |
| "tokens_seen": 3024224256 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 8.382706164931946e-05, | |
| "loss": 1.2086, | |
| "theoretical_loss": 3.3470657163604507, | |
| "tokens_seen": 3025534976 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "objective/train/docs_used": 1013697, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1135369539260864, | |
| "objective/train/theoretical_loss": 3.3469829722979627, | |
| "objective/train/tokens_used": 77802976, | |
| "theoretical_loss": 3.3469829722979627, | |
| "tokens_seen": 3026518016 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 8.34267413931145e-05, | |
| "loss": 1.1969, | |
| "theoretical_loss": 3.3469553985882, | |
| "tokens_seen": 3026845696 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 8.302642113690953e-05, | |
| "loss": 1.2176, | |
| "theoretical_loss": 3.3468451419460017, | |
| "tokens_seen": 3028156416 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 8.262610088070457e-05, | |
| "loss": 1.188, | |
| "theoretical_loss": 3.3467349463735436, | |
| "tokens_seen": 3029467136 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 8.22257806244996e-05, | |
| "loss": 1.1834, | |
| "theoretical_loss": 3.3466248118105995, | |
| "tokens_seen": 3030777856 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 8.182546036829464e-05, | |
| "loss": 1.1977, | |
| "theoretical_loss": 3.3465147381970293, | |
| "tokens_seen": 3032088576 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 8.142514011208967e-05, | |
| "loss": 1.1889, | |
| "theoretical_loss": 3.346404725472777, | |
| "tokens_seen": 3033399296 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "objective/train/docs_used": 1016482, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.4041112661361694, | |
| "objective/train/theoretical_loss": 3.3462947735778727, | |
| "objective/train/tokens_used": 85994976, | |
| "theoretical_loss": 3.3462947735778727, | |
| "tokens_seen": 3034710016 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 8.102481985588471e-05, | |
| "loss": 1.1983, | |
| "theoretical_loss": 3.3462947735778727, | |
| "tokens_seen": 3034710016 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 8.062449959967975e-05, | |
| "loss": 1.1694, | |
| "theoretical_loss": 3.346184882452431, | |
| "tokens_seen": 3036020736 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 8.022417934347479e-05, | |
| "loss": 1.1871, | |
| "theoretical_loss": 3.3460750520366513, | |
| "tokens_seen": 3037331456 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 7.982385908726981e-05, | |
| "loss": 1.1833, | |
| "theoretical_loss": 3.3459652822708175, | |
| "tokens_seen": 3038642176 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 7.942353883106487e-05, | |
| "loss": 1.1831, | |
| "theoretical_loss": 3.345855573095298, | |
| "tokens_seen": 3039952896 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 7.902321857485989e-05, | |
| "loss": 1.1877, | |
| "theoretical_loss": 3.3457459244505463, | |
| "tokens_seen": 3041263616 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 7.862289831865493e-05, | |
| "loss": 1.2048, | |
| "theoretical_loss": 3.3456363362770984, | |
| "tokens_seen": 3042574336 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "objective/train/docs_used": 1019410, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1971296072006226, | |
| "objective/train/theoretical_loss": 3.3456089486754172, | |
| "objective/train/tokens_used": 94186976, | |
| "theoretical_loss": 3.3456089486754172, | |
| "tokens_seen": 3042902016 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 7.822257806244996e-05, | |
| "loss": 1.1685, | |
| "theoretical_loss": 3.345526808515576, | |
| "tokens_seen": 3043885056 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 7.782225780624501e-05, | |
| "loss": 1.1907, | |
| "theoretical_loss": 3.3454173411066828, | |
| "tokens_seen": 3045195776 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 7.742193755004003e-05, | |
| "loss": 1.1949, | |
| "theoretical_loss": 3.345307933991209, | |
| "tokens_seen": 3046506496 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 7.702161729383507e-05, | |
| "loss": 1.1959, | |
| "theoretical_loss": 3.3451985871100254, | |
| "tokens_seen": 3047817216 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 7.662129703763011e-05, | |
| "loss": 1.1728, | |
| "theoretical_loss": 3.345089300404087, | |
| "tokens_seen": 3049127936 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 7.622097678142515e-05, | |
| "loss": 1.1995, | |
| "theoretical_loss": 3.344980073814434, | |
| "tokens_seen": 3050438656 | |
| }, | |
| { | |
| "debugging/Compilability": 0.0, | |
| "debugging/distinct-1-grams": 0.7613636363636364, | |
| "debugging/entropy-1-grams": 3.9967058025744, | |
| "debugging/length": 568.0, | |
| "debugging/num_segments": 1, | |
| "debugging/score": 0.045774647887323945, | |
| "debugging/score_std": 0.0, | |
| "epoch": 0.25, | |
| "objective/train/docs_used": 1022217, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 0.8801804780960083, | |
| "objective/train/theoretical_loss": 3.3449254830448116, | |
| "objective/train/tokens_used": 102378976, | |
| "theoretical_loss": 3.3449254830448116, | |
| "tokens_seen": 3051094016 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 7.582065652522018e-05, | |
| "loss": 1.1905, | |
| "theoretical_loss": 3.3448709072821874, | |
| "tokens_seen": 3051749376 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 7.542033626901522e-05, | |
| "loss": 1.1939, | |
| "theoretical_loss": 3.344761800748551, | |
| "tokens_seen": 3053060096 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 7.502001601281026e-05, | |
| "loss": 1.1901, | |
| "theoretical_loss": 3.3446527541548132, | |
| "tokens_seen": 3054370816 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 7.46196957566053e-05, | |
| "loss": 1.2002, | |
| "theoretical_loss": 3.3445437674423437, | |
| "tokens_seen": 3055681536 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 7.421937550040032e-05, | |
| "loss": 1.2223, | |
| "theoretical_loss": 3.3444348405525948, | |
| "tokens_seen": 3056992256 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 7.381905524419536e-05, | |
| "loss": 1.2028, | |
| "theoretical_loss": 3.3443259734271016, | |
| "tokens_seen": 3058302976 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "objective/train/docs_used": 1025165, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.2416154146194458, | |
| "objective/train/theoretical_loss": 3.3442443622681504, | |
| "objective/train/tokens_used": 110570976, | |
| "theoretical_loss": 3.3442443622681504, | |
| "tokens_seen": 3059286016 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 7.34187349879904e-05, | |
| "loss": 1.1917, | |
| "theoretical_loss": 3.344217166007481, | |
| "tokens_seen": 3059613696 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 7.301841473178544e-05, | |
| "loss": 1.1963, | |
| "theoretical_loss": 3.344108418235432, | |
| "tokens_seen": 3060924416 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 7.261809447558046e-05, | |
| "loss": 1.1737, | |
| "theoretical_loss": 3.343999730052735, | |
| "tokens_seen": 3062235136 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 7.22177742193755e-05, | |
| "loss": 1.1848, | |
| "theoretical_loss": 3.343891101401253, | |
| "tokens_seen": 3063545856 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 7.181745396317054e-05, | |
| "loss": 1.1799, | |
| "theoretical_loss": 3.3437825322229298, | |
| "tokens_seen": 3064856576 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 7.141713370696558e-05, | |
| "loss": 1.1818, | |
| "theoretical_loss": 3.3436740224597914, | |
| "tokens_seen": 3066167296 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "objective/train/docs_used": 1028068, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3919180631637573, | |
| "objective/train/theoretical_loss": 3.3435655720539446, | |
| "objective/train/tokens_used": 118762976, | |
| "theoretical_loss": 3.3435655720539446, | |
| "tokens_seen": 3067478016 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 7.101681345076061e-05, | |
| "loss": 1.1999, | |
| "theoretical_loss": 3.3435655720539446, | |
| "tokens_seen": 3067478016 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 7.061649319455565e-05, | |
| "loss": 1.1951, | |
| "theoretical_loss": 3.343457180947577, | |
| "tokens_seen": 3068788736 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 7.021617293835069e-05, | |
| "loss": 1.1921, | |
| "theoretical_loss": 3.343348849082957, | |
| "tokens_seen": 3070099456 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 6.981585268214572e-05, | |
| "loss": 1.1899, | |
| "theoretical_loss": 3.3432405764024353, | |
| "tokens_seen": 3071410176 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 6.941553242594075e-05, | |
| "loss": 1.1887, | |
| "theoretical_loss": 3.3431323628484417, | |
| "tokens_seen": 3072720896 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 6.901521216973579e-05, | |
| "loss": 1.1913, | |
| "theoretical_loss": 3.343024208363487, | |
| "tokens_seen": 3074031616 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 6.861489191353083e-05, | |
| "loss": 1.1801, | |
| "theoretical_loss": 3.3429161128901628, | |
| "tokens_seen": 3075342336 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "objective/train/docs_used": 1031046, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.355250597000122, | |
| "objective/train/theoretical_loss": 3.342889098235679, | |
| "objective/train/tokens_used": 126954976, | |
| "theoretical_loss": 3.342889098235679, | |
| "tokens_seen": 3075670016 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 6.821457165732587e-05, | |
| "loss": 1.186, | |
| "theoretical_loss": 3.3428080763711403, | |
| "tokens_seen": 3076653056 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 6.78142514011209e-05, | |
| "loss": 1.1817, | |
| "theoretical_loss": 3.3427000987491717, | |
| "tokens_seen": 3077963776 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 6.741393114491593e-05, | |
| "loss": 1.1953, | |
| "theoretical_loss": 3.342592179967088, | |
| "tokens_seen": 3079274496 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 6.701361088871097e-05, | |
| "loss": 1.1954, | |
| "theoretical_loss": 3.3424843199678005, | |
| "tokens_seen": 3080585216 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 6.661329063250601e-05, | |
| "loss": 1.1849, | |
| "theoretical_loss": 3.3423765186943006, | |
| "tokens_seen": 3081895936 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 6.621297037630104e-05, | |
| "loss": 1.1971, | |
| "theoretical_loss": 3.3422687760896586, | |
| "tokens_seen": 3083206656 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "objective/train/docs_used": 1033433, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3183742761611938, | |
| "objective/train/theoretical_loss": 3.3422149267703904, | |
| "objective/train/tokens_used": 135146976, | |
| "theoretical_loss": 3.3422149267703904, | |
| "tokens_seen": 3083862016 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 6.581265012009608e-05, | |
| "loss": 1.1814, | |
| "theoretical_loss": 3.342161092097024, | |
| "tokens_seen": 3084517376 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 6.541232986389112e-05, | |
| "loss": 1.1732, | |
| "theoretical_loss": 3.342053466659626, | |
| "tokens_seen": 3085828096 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 6.501200960768615e-05, | |
| "loss": 1.1698, | |
| "theoretical_loss": 3.3419458997207734, | |
| "tokens_seen": 3087138816 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 6.461168935148118e-05, | |
| "loss": 1.1775, | |
| "theoretical_loss": 3.3418383912238525, | |
| "tokens_seen": 3088449536 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 6.421136909527622e-05, | |
| "loss": 1.1784, | |
| "theoretical_loss": 3.341730941112329, | |
| "tokens_seen": 3089760256 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 6.381104883907126e-05, | |
| "loss": 1.1965, | |
| "theoretical_loss": 3.341623549329748, | |
| "tokens_seen": 3091070976 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "objective/train/docs_used": 1036380, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.2508410215377808, | |
| "objective/train/theoretical_loss": 3.3415430437372637, | |
| "objective/train/tokens_used": 143338976, | |
| "theoretical_loss": 3.3415430437372637, | |
| "tokens_seen": 3092054016 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 6.34107285828663e-05, | |
| "loss": 1.1741, | |
| "theoretical_loss": 3.3415162158197327, | |
| "tokens_seen": 3092381696 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 6.301040832666132e-05, | |
| "loss": 1.1813, | |
| "theoretical_loss": 3.3414089405259837, | |
| "tokens_seen": 3093692416 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 6.261008807045636e-05, | |
| "loss": 1.1763, | |
| "theoretical_loss": 3.341301723392281, | |
| "tokens_seen": 3095003136 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 6.22097678142514e-05, | |
| "loss": 1.1828, | |
| "theoretical_loss": 3.3411945643624814, | |
| "tokens_seen": 3096313856 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 6.180944755804644e-05, | |
| "loss": 1.1958, | |
| "theoretical_loss": 3.3410874633805214, | |
| "tokens_seen": 3097624576 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 6.140912730184148e-05, | |
| "loss": 1.1942, | |
| "theoretical_loss": 3.3409804203904145, | |
| "tokens_seen": 3098935296 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "objective/train/docs_used": 1039074, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3202261924743652, | |
| "objective/train/theoretical_loss": 3.3408734353362513, | |
| "objective/train/tokens_used": 151530976, | |
| "theoretical_loss": 3.3408734353362513, | |
| "tokens_seen": 3100246016 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 6.1008807045636506e-05, | |
| "loss": 1.1996, | |
| "theoretical_loss": 3.3408734353362513, | |
| "tokens_seen": 3100246016 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 6.060848678943155e-05, | |
| "loss": 1.1876, | |
| "theoretical_loss": 3.3407665081622, | |
| "tokens_seen": 3101556736 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 6.0208166533226584e-05, | |
| "loss": 1.1839, | |
| "theoretical_loss": 3.340659638812507, | |
| "tokens_seen": 3102867456 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 5.9807846277021617e-05, | |
| "loss": 1.192, | |
| "theoretical_loss": 3.340552827231495, | |
| "tokens_seen": 3104178176 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 5.940752602081665e-05, | |
| "loss": 1.1838, | |
| "theoretical_loss": 3.3404460733635646, | |
| "tokens_seen": 3105488896 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 5.9007205764611695e-05, | |
| "loss": 1.1796, | |
| "theoretical_loss": 3.340339377153193, | |
| "tokens_seen": 3106799616 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 5.860688550840673e-05, | |
| "loss": 1.1824, | |
| "theoretical_loss": 3.340232738544933, | |
| "tokens_seen": 3108110336 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "objective/train/docs_used": 1042051, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.5605241060256958, | |
| "objective/train/theoretical_loss": 3.340206087886708, | |
| "objective/train/tokens_used": 159722976, | |
| "theoretical_loss": 3.340206087886708, | |
| "tokens_seen": 3108438016 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 5.820656525220176e-05, | |
| "loss": 1.1953, | |
| "theoretical_loss": 3.340126157483417, | |
| "tokens_seen": 3109421056 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 5.7806244995996806e-05, | |
| "loss": 1.1918, | |
| "theoretical_loss": 3.340019633913351, | |
| "tokens_seen": 3110731776 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 5.740592473979184e-05, | |
| "loss": 1.2149, | |
| "theoretical_loss": 3.3399131677795184, | |
| "tokens_seen": 3112042496 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 5.700560448358687e-05, | |
| "loss": 1.2105, | |
| "theoretical_loss": 3.3398067590267804, | |
| "tokens_seen": 3113353216 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 5.66052842273819e-05, | |
| "loss": 1.1876, | |
| "theoretical_loss": 3.339700407600071, | |
| "tokens_seen": 3114663936 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 5.620496397117695e-05, | |
| "loss": 1.1859, | |
| "theoretical_loss": 3.339594113444404, | |
| "tokens_seen": 3115974656 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "objective/train/docs_used": 1044567, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1618666648864746, | |
| "objective/train/theoretical_loss": 3.339540987826048, | |
| "objective/train/tokens_used": 167914976, | |
| "theoretical_loss": 3.339540987826048, | |
| "tokens_seen": 3116630016 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 5.580464371497198e-05, | |
| "loss": 1.1922, | |
| "theoretical_loss": 3.3394878765048657, | |
| "tokens_seen": 3117285376 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 5.5404323458767014e-05, | |
| "loss": 1.1874, | |
| "theoretical_loss": 3.3393816967266208, | |
| "tokens_seen": 3118596096 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 5.5004003202562046e-05, | |
| "loss": 1.1985, | |
| "theoretical_loss": 3.3392755740549074, | |
| "tokens_seen": 3119906816 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 5.460368294635709e-05, | |
| "loss": 1.1583, | |
| "theoretical_loss": 3.33916950843504, | |
| "tokens_seen": 3121217536 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 5.4203362690152125e-05, | |
| "loss": 1.1743, | |
| "theoretical_loss": 3.3390634998124096, | |
| "tokens_seen": 3122528256 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 5.380304243394716e-05, | |
| "loss": 1.1793, | |
| "theoretical_loss": 3.3389575481324796, | |
| "tokens_seen": 3123838976 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "objective/train/docs_used": 1047326, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.2724859714508057, | |
| "objective/train/theoretical_loss": 3.338878121708416, | |
| "objective/train/tokens_used": 176106976, | |
| "theoretical_loss": 3.338878121708416, | |
| "tokens_seen": 3124822016 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 5.340272217774219e-05, | |
| "loss": 1.209, | |
| "theoretical_loss": 3.338851653340791, | |
| "tokens_seen": 3125149696 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 5.3002401921537236e-05, | |
| "loss": 1.1861, | |
| "theoretical_loss": 3.3387458153829583, | |
| "tokens_seen": 3126460416 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 5.260208166533227e-05, | |
| "loss": 1.176, | |
| "theoretical_loss": 3.338640034204672, | |
| "tokens_seen": 3127771136 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 5.22017614091273e-05, | |
| "loss": 1.1889, | |
| "theoretical_loss": 3.3385343097516946, | |
| "tokens_seen": 3129081856 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 5.180144115292234e-05, | |
| "loss": 1.1717, | |
| "theoretical_loss": 3.338428641969867, | |
| "tokens_seen": 3130392576 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 5.140112089671738e-05, | |
| "loss": 1.1977, | |
| "theoretical_loss": 3.3383230308051006, | |
| "tokens_seen": 3131703296 | |
| }, | |
| { | |
| "debugging/Compilability": 0.0, | |
| "debugging/distinct-1-grams": 0.6651816214290593, | |
| "debugging/entropy-1-grams": 4.2985685702692615, | |
| "debugging/length": 583.75, | |
| "debugging/num_segments": 4, | |
| "debugging/score": 0.06321276390574523, | |
| "debugging/score_std": 0.02740587124120667, | |
| "epoch": 0.49, | |
| "objective/train/docs_used": 1050300, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.2621127367019653, | |
| "objective/train/theoretical_loss": 3.338217476203384, | |
| "objective/train/tokens_used": 184298976, | |
| "theoretical_loss": 3.338217476203384, | |
| "tokens_seen": 3133014016 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 5.100080064051241e-05, | |
| "loss": 1.1834, | |
| "theoretical_loss": 3.338217476203384, | |
| "tokens_seen": 3133014016 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 5.060048038430745e-05, | |
| "loss": 1.1796, | |
| "theoretical_loss": 3.3381119781107778, | |
| "tokens_seen": 3134324736 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 5.020016012810248e-05, | |
| "loss": 1.1743, | |
| "theoretical_loss": 3.3380065364734186, | |
| "tokens_seen": 3135635456 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.979983987189752e-05, | |
| "loss": 1.1641, | |
| "theoretical_loss": 3.3379011512375145, | |
| "tokens_seen": 3136946176 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.9399519615692554e-05, | |
| "loss": 1.1767, | |
| "theoretical_loss": 3.3377958223493485, | |
| "tokens_seen": 3138256896 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 4.8999199359487594e-05, | |
| "loss": 1.1809, | |
| "theoretical_loss": 3.337690549755278, | |
| "tokens_seen": 3139567616 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 4.859887910328263e-05, | |
| "loss": 1.1658, | |
| "theoretical_loss": 3.3375853334017327, | |
| "tokens_seen": 3140878336 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "objective/train/docs_used": 1053223, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.286133885383606, | |
| "objective/train/theoretical_loss": 3.337559038094658, | |
| "objective/train/tokens_used": 192490976, | |
| "theoretical_loss": 3.337559038094658, | |
| "tokens_seen": 3141206016 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 4.8198558847077665e-05, | |
| "loss": 1.2072, | |
| "theoretical_loss": 3.3374801732352157, | |
| "tokens_seen": 3142189056 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.7798238590872704e-05, | |
| "loss": 1.1917, | |
| "theoretical_loss": 3.337375069202303, | |
| "tokens_seen": 3143499776 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.739791833466774e-05, | |
| "loss": 1.1742, | |
| "theoretical_loss": 3.337270021249646, | |
| "tokens_seen": 3144810496 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.6997598078462776e-05, | |
| "loss": 1.1901, | |
| "theoretical_loss": 3.3371650293239643, | |
| "tokens_seen": 3146121216 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 4.659727782225781e-05, | |
| "loss": 1.1848, | |
| "theoretical_loss": 3.337060093372055, | |
| "tokens_seen": 3147431936 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 4.619695756605285e-05, | |
| "loss": 1.184, | |
| "theoretical_loss": 3.3369552133407856, | |
| "tokens_seen": 3148742656 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "objective/train/docs_used": 1056133, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.0991315841674805, | |
| "objective/train/theoretical_loss": 3.336902794278807, | |
| "objective/train/tokens_used": 200682976, | |
| "theoretical_loss": 3.336902794278807, | |
| "tokens_seen": 3149398016 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.579663730984788e-05, | |
| "loss": 1.1872, | |
| "theoretical_loss": 3.3368503891770964, | |
| "tokens_seen": 3150053376 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.539631705364292e-05, | |
| "loss": 1.1918, | |
| "theoretical_loss": 3.336745620828, | |
| "tokens_seen": 3151364096 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 4.499599679743795e-05, | |
| "loss": 1.2037, | |
| "theoretical_loss": 3.3366409082405823, | |
| "tokens_seen": 3152674816 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 4.459567654123299e-05, | |
| "loss": 1.1804, | |
| "theoretical_loss": 3.3365362513619994, | |
| "tokens_seen": 3153985536 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 4.419535628502802e-05, | |
| "loss": 1.178, | |
| "theoretical_loss": 3.336431650139481, | |
| "tokens_seen": 3155296256 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.379503602882306e-05, | |
| "loss": 1.1858, | |
| "theoretical_loss": 3.336327104520328, | |
| "tokens_seen": 3156606976 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "objective/train/docs_used": 1058478, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1500177383422852, | |
| "objective/train/theoretical_loss": 3.336248731764011, | |
| "objective/train/tokens_used": 208874976, | |
| "theoretical_loss": 3.336248731764011, | |
| "tokens_seen": 3157590016 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.3394715772618095e-05, | |
| "loss": 1.1836, | |
| "theoretical_loss": 3.3362226144519136, | |
| "tokens_seen": 3157917696 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.2994395516413134e-05, | |
| "loss": 1.1917, | |
| "theoretical_loss": 3.336118179881682, | |
| "tokens_seen": 3159228416 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 4.2594075260208167e-05, | |
| "loss": 1.1829, | |
| "theoretical_loss": 3.336013800757149, | |
| "tokens_seen": 3160539136 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 4.2193755004003206e-05, | |
| "loss": 1.1744, | |
| "theoretical_loss": 3.3359094770259023, | |
| "tokens_seen": 3161849856 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.179343474779824e-05, | |
| "loss": 1.1823, | |
| "theoretical_loss": 3.3358052086356, | |
| "tokens_seen": 3163160576 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.139311449159328e-05, | |
| "loss": 1.1667, | |
| "theoretical_loss": 3.3357009955339727, | |
| "tokens_seen": 3164471296 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "objective/train/docs_used": 1061123, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 0.7507131099700928, | |
| "objective/train/theoretical_loss": 3.33559683766882, | |
| "objective/train/tokens_used": 217066976, | |
| "theoretical_loss": 3.33559683766882, | |
| "tokens_seen": 3165782016 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.099279423538831e-05, | |
| "loss": 1.1938, | |
| "theoretical_loss": 3.33559683766882, | |
| "tokens_seen": 3165782016 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.059247397918335e-05, | |
| "loss": 1.1858, | |
| "theoretical_loss": 3.335492734988014, | |
| "tokens_seen": 3167092736 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 4.019215372297839e-05, | |
| "loss": 1.1758, | |
| "theoretical_loss": 3.3353886874394973, | |
| "tokens_seen": 3168403456 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 3.979183346677342e-05, | |
| "loss": 1.1935, | |
| "theoretical_loss": 3.3352846949712824, | |
| "tokens_seen": 3169714176 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 3.939151321056846e-05, | |
| "loss": 1.1835, | |
| "theoretical_loss": 3.3351807575314525, | |
| "tokens_seen": 3171024896 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 3.899119295436349e-05, | |
| "loss": 1.1861, | |
| "theoretical_loss": 3.3350768750681623, | |
| "tokens_seen": 3172335616 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 3.859087269815853e-05, | |
| "loss": 1.2016, | |
| "theoretical_loss": 3.334973047529635, | |
| "tokens_seen": 3173646336 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "objective/train/docs_used": 1063909, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3667196035385132, | |
| "objective/train/theoretical_loss": 3.3349470992209365, | |
| "objective/train/tokens_used": 225258976, | |
| "theoretical_loss": 3.3349470992209365, | |
| "tokens_seen": 3173974016 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 3.8190552441953564e-05, | |
| "loss": 1.208, | |
| "theoretical_loss": 3.3348692748641646, | |
| "tokens_seen": 3174957056 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 3.77902321857486e-05, | |
| "loss": 1.1676, | |
| "theoretical_loss": 3.3347655570201162, | |
| "tokens_seen": 3176267776 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 3.7389911929543636e-05, | |
| "loss": 1.176, | |
| "theoretical_loss": 3.334661893945923, | |
| "tokens_seen": 3177578496 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 3.6989591673338675e-05, | |
| "loss": 1.1655, | |
| "theoretical_loss": 3.3345582855900893, | |
| "tokens_seen": 3178889216 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 3.658927141713371e-05, | |
| "loss": 1.2031, | |
| "theoretical_loss": 3.334454731901188, | |
| "tokens_seen": 3180199936 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 3.6188951160928746e-05, | |
| "loss": 1.1675, | |
| "theoretical_loss": 3.3343512328278626, | |
| "tokens_seen": 3181510656 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "objective/train/docs_used": 1066709, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.2202755212783813, | |
| "objective/train/theoretical_loss": 3.3342995037560104, | |
| "objective/train/tokens_used": 233450976, | |
| "theoretical_loss": 3.3342995037560104, | |
| "tokens_seen": 3182166016 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 3.578863090472378e-05, | |
| "loss": 1.1818, | |
| "theoretical_loss": 3.3342477883188244, | |
| "tokens_seen": 3182821376 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 3.538831064851882e-05, | |
| "loss": 1.1759, | |
| "theoretical_loss": 3.334144398322856, | |
| "tokens_seen": 3184132096 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 3.498799039231385e-05, | |
| "loss": 1.199, | |
| "theoretical_loss": 3.3340410627888075, | |
| "tokens_seen": 3185442816 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 3.458767013610889e-05, | |
| "loss": 1.1651, | |
| "theoretical_loss": 3.3339377816655986, | |
| "tokens_seen": 3186753536 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 3.418734987990392e-05, | |
| "loss": 1.1638, | |
| "theoretical_loss": 3.333834554902218, | |
| "tokens_seen": 3188064256 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 3.378702962369896e-05, | |
| "loss": 1.1793, | |
| "theoretical_loss": 3.333731382447723, | |
| "tokens_seen": 3189374976 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "objective/train/docs_used": 1069727, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1584644317626953, | |
| "objective/train/theoretical_loss": 3.3336540387164515, | |
| "objective/train/tokens_used": 241642976, | |
| "theoretical_loss": 3.3336540387164515, | |
| "tokens_seen": 3190358016 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 3.3386709367493994e-05, | |
| "loss": 1.1984, | |
| "theoretical_loss": 3.3336282642512396, | |
| "tokens_seen": 3190685696 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 3.298638911128903e-05, | |
| "loss": 1.2295, | |
| "theoretical_loss": 3.3335252002619624, | |
| "tokens_seen": 3191996416 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 3.2586068855084065e-05, | |
| "loss": 1.1866, | |
| "theoretical_loss": 3.3334221904291543, | |
| "tokens_seen": 3193307136 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 3.2185748598879104e-05, | |
| "loss": 1.2311, | |
| "theoretical_loss": 3.3333192347021465, | |
| "tokens_seen": 3194617856 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 3.178542834267414e-05, | |
| "loss": 1.1745, | |
| "theoretical_loss": 3.3332163330303386, | |
| "tokens_seen": 3195928576 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 3.1385108086469176e-05, | |
| "loss": 1.1539, | |
| "theoretical_loss": 3.3331134853631976, | |
| "tokens_seen": 3197239296 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "objective/train/docs_used": 1072138, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.353588342666626, | |
| "objective/train/theoretical_loss": 3.3330106916502595, | |
| "objective/train/tokens_used": 249834976, | |
| "theoretical_loss": 3.3330106916502595, | |
| "tokens_seen": 3198550016 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 3.098478783026421e-05, | |
| "loss": 1.1742, | |
| "theoretical_loss": 3.3330106916502595, | |
| "tokens_seen": 3198550016 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 3.058446757405925e-05, | |
| "loss": 1.1751, | |
| "theoretical_loss": 3.332907951841127, | |
| "tokens_seen": 3199860736 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 3.0184147317854284e-05, | |
| "loss": 1.1712, | |
| "theoretical_loss": 3.332805265885471, | |
| "tokens_seen": 3201171456 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 2.9783827061649323e-05, | |
| "loss": 1.1948, | |
| "theoretical_loss": 3.33270263373303, | |
| "tokens_seen": 3202482176 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 2.9383506805444355e-05, | |
| "loss": 1.2016, | |
| "theoretical_loss": 3.33260005533361, | |
| "tokens_seen": 3203792896 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 2.8983186549239394e-05, | |
| "loss": 1.2092, | |
| "theoretical_loss": 3.3324975306370845, | |
| "tokens_seen": 3205103616 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 2.8582866293034427e-05, | |
| "loss": 1.2189, | |
| "theoretical_loss": 3.3323950595933933, | |
| "tokens_seen": 3206414336 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "objective/train/docs_used": 1074937, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.3788819313049316, | |
| "objective/train/theoretical_loss": 3.332369450209866, | |
| "objective/train/tokens_used": 258026976, | |
| "theoretical_loss": 3.332369450209866, | |
| "tokens_seen": 3206742016 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 2.8182546036829466e-05, | |
| "loss": 1.1972, | |
| "theoretical_loss": 3.3322926421525447, | |
| "tokens_seen": 3207725056 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 2.77822257806245e-05, | |
| "loss": 1.2114, | |
| "theoretical_loss": 3.332190278264613, | |
| "tokens_seen": 3209035776 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 2.7381905524419538e-05, | |
| "loss": 1.1867, | |
| "theoretical_loss": 3.3320879678797395, | |
| "tokens_seen": 3210346496 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 2.698158526821457e-05, | |
| "loss": 1.1942, | |
| "theoretical_loss": 3.3319857109481323, | |
| "tokens_seen": 3211657216 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 2.658126501200961e-05, | |
| "loss": 1.2116, | |
| "theoretical_loss": 3.331883507420067, | |
| "tokens_seen": 3212967936 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 2.618094475580464e-05, | |
| "loss": 1.2044, | |
| "theoretical_loss": 3.3317813572458834, | |
| "tokens_seen": 3214278656 | |
| }, | |
| { | |
| "debugging/Compilability": 0.0, | |
| "debugging/distinct-1-grams": 0.7649685585732098, | |
| "debugging/entropy-1-grams": 4.842071493424633, | |
| "debugging/length": 542.8, | |
| "debugging/num_segments": 5, | |
| "debugging/score": 0.05065775917820918, | |
| "debugging/score_std": 0.023966644867425342, | |
| "epoch": 0.74, | |
| "objective/train/docs_used": 1077839, | |
| "objective/train/instantaneous_batch_size": 8, | |
| "objective/train/instantaneous_microbatch_size": 8192, | |
| "objective/train/original_loss": 1.1823174953460693, | |
| "objective/train/theoretical_loss": 3.331730302150998, | |
| "objective/train/tokens_used": 266218976, | |
| "theoretical_loss": 3.331730302150998, | |
| "tokens_seen": 3214934016 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 2.578062449959968e-05, | |
| "loss": 1.1801, | |
| "theoretical_loss": 3.331679260375991, | |
| "tokens_seen": 3215589376 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 2.5380304243394713e-05, | |
| "loss": 1.1625, | |
| "theoretical_loss": 3.331577216760862, | |
| "tokens_seen": 3216900096 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 2.4979983987189752e-05, | |
| "loss": 1.2035, | |
| "theoretical_loss": 3.331475226351038, | |
| "tokens_seen": 3218210816 | |
| } | |
| ], | |
| "max_steps": 2524, | |
| "num_train_epochs": 9223372036854775807, | |
| "total_flos": 1.270924443648e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |