| { | |
| "best_metric": 0.09572803974151611, | |
| "best_model_checkpoint": "saves/psy-course-doc-info/MentaLLaMA-chat-7B/train/fold8/checkpoint-120", | |
| "epoch": 4.938271604938271, | |
| "eval_steps": 10, | |
| "global_step": 125, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.03950617283950617, | |
| "grad_norm": 0.28007856011390686, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.433, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.07901234567901234, | |
| "grad_norm": 0.24837623536586761, | |
| "learning_rate": 1.5384615384615387e-05, | |
| "loss": 0.4159, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.11851851851851852, | |
| "grad_norm": 0.3082425892353058, | |
| "learning_rate": 2.307692307692308e-05, | |
| "loss": 0.4514, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.1580246913580247, | |
| "grad_norm": 1.5509341955184937, | |
| "learning_rate": 3.0769230769230774e-05, | |
| "loss": 1.9055, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.19753086419753085, | |
| "grad_norm": 0.24132554233074188, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.3823, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.23703703703703705, | |
| "grad_norm": 0.30457136034965515, | |
| "learning_rate": 4.615384615384616e-05, | |
| "loss": 0.443, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.2765432098765432, | |
| "grad_norm": 0.6854003071784973, | |
| "learning_rate": 5.384615384615385e-05, | |
| "loss": 0.8178, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.3160493827160494, | |
| "grad_norm": 0.3168322443962097, | |
| "learning_rate": 6.153846153846155e-05, | |
| "loss": 0.3904, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.35555555555555557, | |
| "grad_norm": 0.30583322048187256, | |
| "learning_rate": 6.923076923076924e-05, | |
| "loss": 0.3782, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "grad_norm": 0.3310084342956543, | |
| "learning_rate": 7.692307692307693e-05, | |
| "loss": 0.3878, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.3950617283950617, | |
| "eval_loss": 0.5401856899261475, | |
| "eval_runtime": 33.3859, | |
| "eval_samples_per_second": 1.348, | |
| "eval_steps_per_second": 1.348, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.4345679012345679, | |
| "grad_norm": 0.3072730302810669, | |
| "learning_rate": 8.461538461538461e-05, | |
| "loss": 0.4077, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.4740740740740741, | |
| "grad_norm": 0.28253456950187683, | |
| "learning_rate": 9.230769230769232e-05, | |
| "loss": 0.3585, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.5135802469135803, | |
| "grad_norm": 0.22483812272548676, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3077, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.5530864197530864, | |
| "grad_norm": 0.4366050064563751, | |
| "learning_rate": 9.998033131915266e-05, | |
| "loss": 0.4211, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.5925925925925926, | |
| "grad_norm": 0.21070708334445953, | |
| "learning_rate": 9.992134075089084e-05, | |
| "loss": 0.2615, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.6320987654320988, | |
| "grad_norm": 0.2253689169883728, | |
| "learning_rate": 9.982307470588098e-05, | |
| "loss": 0.275, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.671604938271605, | |
| "grad_norm": 0.16458497941493988, | |
| "learning_rate": 9.968561049466214e-05, | |
| "loss": 0.2522, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.7111111111111111, | |
| "grad_norm": 1.371113657951355, | |
| "learning_rate": 9.950905626682228e-05, | |
| "loss": 0.9138, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.7506172839506173, | |
| "grad_norm": 0.2135397493839264, | |
| "learning_rate": 9.92935509259118e-05, | |
| "loss": 0.2484, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "grad_norm": 0.2562556266784668, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.261, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.7901234567901234, | |
| "eval_loss": 0.3376403748989105, | |
| "eval_runtime": 33.3703, | |
| "eval_samples_per_second": 1.349, | |
| "eval_steps_per_second": 1.349, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.8296296296296296, | |
| "grad_norm": 1.6434333324432373, | |
| "learning_rate": 9.874639560909117e-05, | |
| "loss": 1.2291, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.8691358024691358, | |
| "grad_norm": 0.2279050648212433, | |
| "learning_rate": 9.841517610611309e-05, | |
| "loss": 0.2169, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.908641975308642, | |
| "grad_norm": 0.21798649430274963, | |
| "learning_rate": 9.804586609725499e-05, | |
| "loss": 0.2337, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.9481481481481482, | |
| "grad_norm": 0.18217793107032776, | |
| "learning_rate": 9.763875613614482e-05, | |
| "loss": 0.2138, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.9876543209876543, | |
| "grad_norm": 0.19455815851688385, | |
| "learning_rate": 9.719416651541839e-05, | |
| "loss": 0.2065, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.0271604938271606, | |
| "grad_norm": 0.4130234122276306, | |
| "learning_rate": 9.671244701472999e-05, | |
| "loss": 0.3604, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.0666666666666667, | |
| "grad_norm": 0.1802195906639099, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.1853, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.106172839506173, | |
| "grad_norm": 0.174123153090477, | |
| "learning_rate": 9.563916325306594e-05, | |
| "loss": 0.204, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.145679012345679, | |
| "grad_norm": 0.20781689882278442, | |
| "learning_rate": 9.504844339512095e-05, | |
| "loss": 0.1901, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "grad_norm": 0.19443999230861664, | |
| "learning_rate": 9.442228179894362e-05, | |
| "loss": 0.1716, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.1851851851851851, | |
| "eval_loss": 0.25965526700019836, | |
| "eval_runtime": 33.3807, | |
| "eval_samples_per_second": 1.348, | |
| "eval_steps_per_second": 1.348, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.2246913580246914, | |
| "grad_norm": 0.21562638878822327, | |
| "learning_rate": 9.376117109543769e-05, | |
| "loss": 0.1224, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.2641975308641975, | |
| "grad_norm": 0.17822474241256714, | |
| "learning_rate": 9.306563141162046e-05, | |
| "loss": 0.2067, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.3037037037037038, | |
| "grad_norm": 0.14956490695476532, | |
| "learning_rate": 9.233620996141421e-05, | |
| "loss": 0.1434, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.34320987654321, | |
| "grad_norm": 0.22571897506713867, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.1605, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 1.382716049382716, | |
| "grad_norm": 0.1723530888557434, | |
| "learning_rate": 9.077804344796302e-05, | |
| "loss": 0.142, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 1.4222222222222223, | |
| "grad_norm": 0.19512102007865906, | |
| "learning_rate": 8.995052426791247e-05, | |
| "loss": 0.1525, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 1.4617283950617284, | |
| "grad_norm": 0.17981749773025513, | |
| "learning_rate": 8.90915741234015e-05, | |
| "loss": 0.1424, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 1.5012345679012347, | |
| "grad_norm": 0.21143867075443268, | |
| "learning_rate": 8.820186879108038e-05, | |
| "loss": 0.1417, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 1.5407407407407407, | |
| "grad_norm": 0.3208419680595398, | |
| "learning_rate": 8.728210824415827e-05, | |
| "loss": 0.195, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "grad_norm": 0.14526233077049255, | |
| "learning_rate": 8.633301610170135e-05, | |
| "loss": 0.1226, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.5802469135802468, | |
| "eval_loss": 0.23008215427398682, | |
| "eval_runtime": 33.3327, | |
| "eval_samples_per_second": 1.35, | |
| "eval_steps_per_second": 1.35, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.6197530864197531, | |
| "grad_norm": 0.16875430941581726, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.1541, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.6592592592592592, | |
| "grad_norm": 0.9690858125686646, | |
| "learning_rate": 8.434984630174509e-05, | |
| "loss": 0.3109, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.6987654320987655, | |
| "grad_norm": 0.7152979373931885, | |
| "learning_rate": 8.33173288976002e-05, | |
| "loss": 0.2552, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.7382716049382716, | |
| "grad_norm": 2.116842031478882, | |
| "learning_rate": 8.225859917710439e-05, | |
| "loss": 0.7543, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.7777777777777777, | |
| "grad_norm": 0.15060631930828094, | |
| "learning_rate": 8.117449009293668e-05, | |
| "loss": 0.1085, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.817283950617284, | |
| "grad_norm": 1.5826088190078735, | |
| "learning_rate": 8.006585456492029e-05, | |
| "loss": 0.6337, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.8567901234567903, | |
| "grad_norm": 0.2171413153409958, | |
| "learning_rate": 7.89335648089903e-05, | |
| "loss": 0.1893, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.8962962962962964, | |
| "grad_norm": 0.5370022058486938, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.2345, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.9358024691358025, | |
| "grad_norm": 0.1858329474925995, | |
| "learning_rate": 7.660160382576683e-05, | |
| "loss": 0.1086, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "grad_norm": 0.19618359208106995, | |
| "learning_rate": 7.540376726232648e-05, | |
| "loss": 0.1363, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.9753086419753085, | |
| "eval_loss": 0.16122816503047943, | |
| "eval_runtime": 33.1801, | |
| "eval_samples_per_second": 1.356, | |
| "eval_steps_per_second": 1.356, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.0148148148148146, | |
| "grad_norm": 0.3099558651447296, | |
| "learning_rate": 7.4185944355262e-05, | |
| "loss": 0.169, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.054320987654321, | |
| "grad_norm": 0.183892622590065, | |
| "learning_rate": 7.294909322337689e-05, | |
| "loss": 0.1114, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 2.093827160493827, | |
| "grad_norm": 0.1499486118555069, | |
| "learning_rate": 7.169418695587791e-05, | |
| "loss": 0.0997, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 2.1333333333333333, | |
| "grad_norm": 0.1976601928472519, | |
| "learning_rate": 7.042221284679982e-05, | |
| "loss": 0.134, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 2.1728395061728394, | |
| "grad_norm": 1.470460057258606, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.52, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 2.212345679012346, | |
| "grad_norm": 0.19609004259109497, | |
| "learning_rate": 6.783107663311565e-05, | |
| "loss": 0.1105, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 2.251851851851852, | |
| "grad_norm": 0.3585953414440155, | |
| "learning_rate": 6.651395309775837e-05, | |
| "loss": 0.1824, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 2.291358024691358, | |
| "grad_norm": 0.2738560736179352, | |
| "learning_rate": 6.518383725548074e-05, | |
| "loss": 0.1258, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 2.330864197530864, | |
| "grad_norm": 0.2583808898925781, | |
| "learning_rate": 6.384177557124247e-05, | |
| "loss": 0.1156, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "grad_norm": 0.1760481745004654, | |
| "learning_rate": 6.248882390836135e-05, | |
| "loss": 0.116, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.3703703703703702, | |
| "eval_loss": 0.13656340539455414, | |
| "eval_runtime": 32.9424, | |
| "eval_samples_per_second": 1.366, | |
| "eval_steps_per_second": 1.366, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 2.4098765432098768, | |
| "grad_norm": 0.3053383529186249, | |
| "learning_rate": 6.112604669781572e-05, | |
| "loss": 0.1617, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 2.449382716049383, | |
| "grad_norm": 0.2491649091243744, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.1061, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 2.488888888888889, | |
| "grad_norm": 0.2362040877342224, | |
| "learning_rate": 5.837531116523682e-05, | |
| "loss": 0.1014, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 2.528395061728395, | |
| "grad_norm": 0.20005322992801666, | |
| "learning_rate": 5.698951697677498e-05, | |
| "loss": 0.0992, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 2.567901234567901, | |
| "grad_norm": 0.25204432010650635, | |
| "learning_rate": 5.559822380516539e-05, | |
| "loss": 0.1215, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 2.6074074074074076, | |
| "grad_norm": 0.22927068173885345, | |
| "learning_rate": 5.420252624646238e-05, | |
| "loss": 0.1018, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 2.6469135802469137, | |
| "grad_norm": 0.2401135265827179, | |
| "learning_rate": 5.2803522361859594e-05, | |
| "loss": 0.1134, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 2.68641975308642, | |
| "grad_norm": 0.19086837768554688, | |
| "learning_rate": 5.140231281379345e-05, | |
| "loss": 0.0953, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 2.725925925925926, | |
| "grad_norm": 0.21295559406280518, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0991, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "grad_norm": 0.20448651909828186, | |
| "learning_rate": 4.859768718620656e-05, | |
| "loss": 0.0883, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.765432098765432, | |
| "eval_loss": 0.12156534940004349, | |
| "eval_runtime": 32.6105, | |
| "eval_samples_per_second": 1.38, | |
| "eval_steps_per_second": 1.38, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 2.8049382716049385, | |
| "grad_norm": 0.19235223531723022, | |
| "learning_rate": 4.7196477638140404e-05, | |
| "loss": 0.0826, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 2.8444444444444446, | |
| "grad_norm": 0.8395757675170898, | |
| "learning_rate": 4.579747375353763e-05, | |
| "loss": 0.3135, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 2.8839506172839506, | |
| "grad_norm": 0.2000177502632141, | |
| "learning_rate": 4.4401776194834613e-05, | |
| "loss": 0.1221, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 2.9234567901234567, | |
| "grad_norm": 0.25711140036582947, | |
| "learning_rate": 4.3010483023225045e-05, | |
| "loss": 0.0964, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 2.962962962962963, | |
| "grad_norm": 0.20767894387245178, | |
| "learning_rate": 4.162468883476319e-05, | |
| "loss": 0.0743, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 3.0024691358024693, | |
| "grad_norm": 0.34206250309944153, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.1741, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 3.0419753086419754, | |
| "grad_norm": 0.16954265534877777, | |
| "learning_rate": 3.887395330218429e-05, | |
| "loss": 0.0897, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 3.0814814814814815, | |
| "grad_norm": 0.22587436437606812, | |
| "learning_rate": 3.7511176091638653e-05, | |
| "loss": 0.0733, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 3.1209876543209876, | |
| "grad_norm": 0.19472086429595947, | |
| "learning_rate": 3.6158224428757535e-05, | |
| "loss": 0.128, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "grad_norm": 0.18975740671157837, | |
| "learning_rate": 3.4816162744519263e-05, | |
| "loss": 0.0747, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.1604938271604937, | |
| "eval_loss": 0.10817178338766098, | |
| "eval_runtime": 32.3985, | |
| "eval_samples_per_second": 1.389, | |
| "eval_steps_per_second": 1.389, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "grad_norm": 0.5480496883392334, | |
| "learning_rate": 3.3486046902241664e-05, | |
| "loss": 0.2363, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 3.2395061728395063, | |
| "grad_norm": 0.2200697511434555, | |
| "learning_rate": 3.216892336688435e-05, | |
| "loss": 0.0854, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 3.2790123456790123, | |
| "grad_norm": 0.5781704783439636, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.2889, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 3.3185185185185184, | |
| "grad_norm": 0.24655422568321228, | |
| "learning_rate": 2.9577787153200197e-05, | |
| "loss": 0.0743, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 3.3580246913580245, | |
| "grad_norm": 0.19895653426647186, | |
| "learning_rate": 2.8305813044122097e-05, | |
| "loss": 0.0793, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 3.397530864197531, | |
| "grad_norm": 0.2225782424211502, | |
| "learning_rate": 2.705090677662311e-05, | |
| "loss": 0.0885, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 3.437037037037037, | |
| "grad_norm": 0.18249814212322235, | |
| "learning_rate": 2.581405564473801e-05, | |
| "loss": 0.0758, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 3.476543209876543, | |
| "grad_norm": 0.18983371555805206, | |
| "learning_rate": 2.459623273767354e-05, | |
| "loss": 0.0918, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.5160493827160493, | |
| "grad_norm": 0.19800600409507751, | |
| "learning_rate": 2.3398396174233178e-05, | |
| "loss": 0.0821, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "grad_norm": 0.23010219633579254, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.089, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.5555555555555554, | |
| "eval_loss": 0.10052080452442169, | |
| "eval_runtime": 32.3467, | |
| "eval_samples_per_second": 1.391, | |
| "eval_steps_per_second": 1.391, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 3.595061728395062, | |
| "grad_norm": 0.24633342027664185, | |
| "learning_rate": 2.1066435191009715e-05, | |
| "loss": 0.0732, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 3.634567901234568, | |
| "grad_norm": 0.19849640130996704, | |
| "learning_rate": 1.9934145435079702e-05, | |
| "loss": 0.0759, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 3.674074074074074, | |
| "grad_norm": 0.2324657440185547, | |
| "learning_rate": 1.8825509907063327e-05, | |
| "loss": 0.0691, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 3.71358024691358, | |
| "grad_norm": 0.20950950682163239, | |
| "learning_rate": 1.774140082289563e-05, | |
| "loss": 0.0885, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 3.753086419753086, | |
| "grad_norm": 0.22205498814582825, | |
| "learning_rate": 1.6682671102399805e-05, | |
| "loss": 0.0867, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 3.7925925925925927, | |
| "grad_norm": 0.19257056713104248, | |
| "learning_rate": 1.5650153698254916e-05, | |
| "loss": 0.0599, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 3.832098765432099, | |
| "grad_norm": 0.2717740535736084, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.1432, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 3.871604938271605, | |
| "grad_norm": 0.2212703675031662, | |
| "learning_rate": 1.3666983898298657e-05, | |
| "loss": 0.0815, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 3.911111111111111, | |
| "grad_norm": 0.31523391604423523, | |
| "learning_rate": 1.2717891755841722e-05, | |
| "loss": 0.0754, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "grad_norm": 0.24747225642204285, | |
| "learning_rate": 1.1798131208919627e-05, | |
| "loss": 0.0792, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.950617283950617, | |
| "eval_loss": 0.09750425815582275, | |
| "eval_runtime": 32.2879, | |
| "eval_samples_per_second": 1.394, | |
| "eval_steps_per_second": 1.394, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 3.9901234567901236, | |
| "grad_norm": 0.27939897775650024, | |
| "learning_rate": 1.090842587659851e-05, | |
| "loss": 0.1239, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 4.029629629629629, | |
| "grad_norm": 0.319589227437973, | |
| "learning_rate": 1.004947573208756e-05, | |
| "loss": 0.1608, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 4.069135802469136, | |
| "grad_norm": 0.19000943005084991, | |
| "learning_rate": 9.221956552036992e-06, | |
| "loss": 0.0812, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 4.108641975308642, | |
| "grad_norm": 0.16687999665737152, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.0615, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 4.148148148148148, | |
| "grad_norm": 0.4187617897987366, | |
| "learning_rate": 7.663790038585793e-06, | |
| "loss": 0.2082, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 4.187654320987654, | |
| "grad_norm": 0.22634799778461456, | |
| "learning_rate": 6.934368588379553e-06, | |
| "loss": 0.0818, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 4.22716049382716, | |
| "grad_norm": 0.253135621547699, | |
| "learning_rate": 6.238828904562316e-06, | |
| "loss": 0.0731, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 4.266666666666667, | |
| "grad_norm": 0.2201540470123291, | |
| "learning_rate": 5.577718201056392e-06, | |
| "loss": 0.0642, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 4.306172839506173, | |
| "grad_norm": 0.21101011335849762, | |
| "learning_rate": 4.951556604879048e-06, | |
| "loss": 0.0991, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "grad_norm": 0.20909126102924347, | |
| "learning_rate": 4.360836746934055e-06, | |
| "loss": 0.0645, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.345679012345679, | |
| "eval_loss": 0.0961577519774437, | |
| "eval_runtime": 32.2861, | |
| "eval_samples_per_second": 1.394, | |
| "eval_steps_per_second": 1.394, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 4.385185185185185, | |
| "grad_norm": 0.2009512484073639, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.081, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 4.424691358024692, | |
| "grad_norm": 0.18526527285575867, | |
| "learning_rate": 3.2875529852700147e-06, | |
| "loss": 0.0716, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 4.4641975308641975, | |
| "grad_norm": 0.2022845298051834, | |
| "learning_rate": 2.8058334845816213e-06, | |
| "loss": 0.084, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 4.503703703703704, | |
| "grad_norm": 0.26533183455467224, | |
| "learning_rate": 2.361243863855184e-06, | |
| "loss": 0.0943, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 4.54320987654321, | |
| "grad_norm": 0.20336537063121796, | |
| "learning_rate": 1.9541339027450256e-06, | |
| "loss": 0.0599, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 4.582716049382716, | |
| "grad_norm": 0.22721871733665466, | |
| "learning_rate": 1.584823893886933e-06, | |
| "loss": 0.0849, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 4.622222222222222, | |
| "grad_norm": 0.18592388927936554, | |
| "learning_rate": 1.2536043909088191e-06, | |
| "loss": 0.066, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 4.661728395061728, | |
| "grad_norm": 0.2008654624223709, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.081, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 4.701234567901235, | |
| "grad_norm": 0.17485450208187103, | |
| "learning_rate": 7.064490740882057e-07, | |
| "loss": 0.0726, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "grad_norm": 0.22233444452285767, | |
| "learning_rate": 4.909437331777179e-07, | |
| "loss": 0.075, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.7407407407407405, | |
| "eval_loss": 0.09572803974151611, | |
| "eval_runtime": 32.2719, | |
| "eval_samples_per_second": 1.394, | |
| "eval_steps_per_second": 1.394, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 4.780246913580247, | |
| "grad_norm": 0.21517060697078705, | |
| "learning_rate": 3.143895053378698e-07, | |
| "loss": 0.0571, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 4.8197530864197535, | |
| "grad_norm": 0.1863366812467575, | |
| "learning_rate": 1.7692529411904578e-07, | |
| "loss": 0.0678, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 4.859259259259259, | |
| "grad_norm": 0.41858094930648804, | |
| "learning_rate": 7.865924910916977e-08, | |
| "loss": 0.2238, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 4.898765432098766, | |
| "grad_norm": 0.21728137135505676, | |
| "learning_rate": 1.9668680847356735e-08, | |
| "loss": 0.0658, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "grad_norm": 0.17819035053253174, | |
| "learning_rate": 0.0, | |
| "loss": 0.0779, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.938271604938271, | |
| "step": 125, | |
| "total_flos": 1.8408438156715622e+17, | |
| "train_loss": 0.20515184563398361, | |
| "train_runtime": 5864.2949, | |
| "train_samples_per_second": 0.345, | |
| "train_steps_per_second": 0.021 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 125, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.8408438156715622e+17, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |