diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,4686 @@ +{ + "best_metric": 0.011437707580626011, + "best_model_checkpoint": "/home/paperspace/Data/models/asianpaints/llm3br256/checkpoint-400", + "epoch": 4.9655172413793105, + "eval_steps": 5, + "global_step": 540, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.009195402298850575, + "grad_norm": 0.13789793848991394, + "learning_rate": 1.8518518518518519e-06, + "loss": 0.0591, + "step": 1 + }, + { + "epoch": 0.01839080459770115, + "grad_norm": 0.13098689913749695, + "learning_rate": 3.7037037037037037e-06, + "loss": 0.0572, + "step": 2 + }, + { + "epoch": 0.027586206896551724, + "grad_norm": 0.12751829624176025, + "learning_rate": 5.555555555555556e-06, + "loss": 0.0586, + "step": 3 + }, + { + "epoch": 0.0367816091954023, + "grad_norm": 0.12321432679891586, + "learning_rate": 7.4074074074074075e-06, + "loss": 0.0521, + "step": 4 + }, + { + "epoch": 0.04597701149425287, + "grad_norm": 0.12428242713212967, + "learning_rate": 9.259259259259259e-06, + "loss": 0.0567, + "step": 5 + }, + { + "epoch": 0.04597701149425287, + "eval_loss": 0.0583593025803566, + "eval_runtime": 10.2736, + "eval_samples_per_second": 4.867, + "eval_steps_per_second": 1.265, + "step": 5 + }, + { + "epoch": 0.05517241379310345, + "grad_norm": 0.10534916073083878, + "learning_rate": 1.1111111111111112e-05, + "loss": 0.0485, + "step": 6 + }, + { + "epoch": 0.06436781609195402, + "grad_norm": 0.08470993489027023, + "learning_rate": 1.2962962962962962e-05, + "loss": 0.0439, + "step": 7 + }, + { + "epoch": 0.0735632183908046, + "grad_norm": 0.07256518304347992, + "learning_rate": 1.4814814814814815e-05, + "loss": 0.0402, + "step": 8 + }, + { + "epoch": 0.08275862068965517, + "grad_norm": 0.060682956129312515, + "learning_rate": 1.6666666666666667e-05, + "loss": 0.0374, + "step": 9 + }, + { + "epoch": 0.09195402298850575, + "grad_norm": 0.05973079800605774, + "learning_rate": 1.8518518518518518e-05, + "loss": 0.0378, + "step": 10 + }, + { + "epoch": 0.09195402298850575, + "eval_loss": 0.0383976586163044, + "eval_runtime": 7.5937, + "eval_samples_per_second": 6.584, + "eval_steps_per_second": 1.712, + "step": 10 + }, + { + "epoch": 0.10114942528735632, + "grad_norm": 0.06681109964847565, + "learning_rate": 2.037037037037037e-05, + "loss": 0.0335, + "step": 11 + }, + { + "epoch": 0.1103448275862069, + "grad_norm": 0.07075705379247665, + "learning_rate": 2.2222222222222223e-05, + "loss": 0.0314, + "step": 12 + }, + { + "epoch": 0.11954022988505747, + "grad_norm": 0.05252094194293022, + "learning_rate": 2.4074074074074074e-05, + "loss": 0.0347, + "step": 13 + }, + { + "epoch": 0.12873563218390804, + "grad_norm": 0.04202576354146004, + "learning_rate": 2.5925925925925925e-05, + "loss": 0.03, + "step": 14 + }, + { + "epoch": 0.13793103448275862, + "grad_norm": 0.03977281600236893, + "learning_rate": 2.777777777777778e-05, + "loss": 0.0301, + "step": 15 + }, + { + "epoch": 0.13793103448275862, + "eval_loss": 0.0318371020257473, + "eval_runtime": 7.612, + "eval_samples_per_second": 6.569, + "eval_steps_per_second": 1.708, + "step": 15 + }, + { + "epoch": 0.1471264367816092, + "grad_norm": 0.04173818975687027, + "learning_rate": 2.962962962962963e-05, + "loss": 0.0286, + "step": 16 + }, + { + "epoch": 0.15632183908045977, + "grad_norm": 0.039005085825920105, + "learning_rate": 3.148148148148148e-05, + "loss": 0.0281, + "step": 17 + }, + { + "epoch": 0.16551724137931034, + "grad_norm": 0.03674433380365372, + "learning_rate": 3.3333333333333335e-05, + "loss": 0.0248, + "step": 18 + }, + { + "epoch": 0.17471264367816092, + "grad_norm": 0.035750504583120346, + "learning_rate": 3.518518518518519e-05, + "loss": 0.0256, + "step": 19 + }, + { + "epoch": 0.1839080459770115, + "grad_norm": 0.027469012886285782, + "learning_rate": 3.7037037037037037e-05, + "loss": 0.0248, + "step": 20 + }, + { + "epoch": 0.1839080459770115, + "eval_loss": 0.028074176982045174, + "eval_runtime": 7.6024, + "eval_samples_per_second": 6.577, + "eval_steps_per_second": 1.71, + "step": 20 + }, + { + "epoch": 0.19310344827586207, + "grad_norm": 0.026447350159287453, + "learning_rate": 3.888888888888889e-05, + "loss": 0.0231, + "step": 21 + }, + { + "epoch": 0.20229885057471264, + "grad_norm": 0.031306445598602295, + "learning_rate": 4.074074074074074e-05, + "loss": 0.0236, + "step": 22 + }, + { + "epoch": 0.21149425287356322, + "grad_norm": 0.029817912727594376, + "learning_rate": 4.259259259259259e-05, + "loss": 0.0227, + "step": 23 + }, + { + "epoch": 0.2206896551724138, + "grad_norm": 0.03197651728987694, + "learning_rate": 4.4444444444444447e-05, + "loss": 0.0277, + "step": 24 + }, + { + "epoch": 0.22988505747126436, + "grad_norm": 0.03044748678803444, + "learning_rate": 4.62962962962963e-05, + "loss": 0.0241, + "step": 25 + }, + { + "epoch": 0.22988505747126436, + "eval_loss": 0.025574278086423874, + "eval_runtime": 7.6017, + "eval_samples_per_second": 6.577, + "eval_steps_per_second": 1.71, + "step": 25 + }, + { + "epoch": 0.23908045977011494, + "grad_norm": 0.02689642831683159, + "learning_rate": 4.814814814814815e-05, + "loss": 0.0253, + "step": 26 + }, + { + "epoch": 0.2482758620689655, + "grad_norm": 0.0260293111205101, + "learning_rate": 5e-05, + "loss": 0.0231, + "step": 27 + }, + { + "epoch": 0.2574712643678161, + "grad_norm": 0.025041967630386353, + "learning_rate": 5.185185185185185e-05, + "loss": 0.0244, + "step": 28 + }, + { + "epoch": 0.26666666666666666, + "grad_norm": 0.025733083486557007, + "learning_rate": 5.370370370370371e-05, + "loss": 0.0219, + "step": 29 + }, + { + "epoch": 0.27586206896551724, + "grad_norm": 0.023718759417533875, + "learning_rate": 5.555555555555556e-05, + "loss": 0.021, + "step": 30 + }, + { + "epoch": 0.27586206896551724, + "eval_loss": 0.0234465803951025, + "eval_runtime": 7.6024, + "eval_samples_per_second": 6.577, + "eval_steps_per_second": 1.71, + "step": 30 + }, + { + "epoch": 0.2850574712643678, + "grad_norm": 0.02254614047706127, + "learning_rate": 5.740740740740741e-05, + "loss": 0.0213, + "step": 31 + }, + { + "epoch": 0.2942528735632184, + "grad_norm": 0.024035446345806122, + "learning_rate": 5.925925925925926e-05, + "loss": 0.0215, + "step": 32 + }, + { + "epoch": 0.30344827586206896, + "grad_norm": 0.02866807021200657, + "learning_rate": 6.111111111111112e-05, + "loss": 0.0211, + "step": 33 + }, + { + "epoch": 0.31264367816091954, + "grad_norm": 0.02149030566215515, + "learning_rate": 6.296296296296296e-05, + "loss": 0.0196, + "step": 34 + }, + { + "epoch": 0.3218390804597701, + "grad_norm": 0.021923156455159187, + "learning_rate": 6.481481481481482e-05, + "loss": 0.0213, + "step": 35 + }, + { + "epoch": 0.3218390804597701, + "eval_loss": 0.022549211978912354, + "eval_runtime": 7.607, + "eval_samples_per_second": 6.573, + "eval_steps_per_second": 1.709, + "step": 35 + }, + { + "epoch": 0.3310344827586207, + "grad_norm": 0.022337742149829865, + "learning_rate": 6.666666666666667e-05, + "loss": 0.0191, + "step": 36 + }, + { + "epoch": 0.34022988505747126, + "grad_norm": 0.025172578170895576, + "learning_rate": 6.851851851851852e-05, + "loss": 0.0194, + "step": 37 + }, + { + "epoch": 0.34942528735632183, + "grad_norm": 0.01893443800508976, + "learning_rate": 7.037037037037038e-05, + "loss": 0.0209, + "step": 38 + }, + { + "epoch": 0.3586206896551724, + "grad_norm": 0.022978560999035835, + "learning_rate": 7.222222222222222e-05, + "loss": 0.0195, + "step": 39 + }, + { + "epoch": 0.367816091954023, + "grad_norm": 0.021215129643678665, + "learning_rate": 7.407407407407407e-05, + "loss": 0.0211, + "step": 40 + }, + { + "epoch": 0.367816091954023, + "eval_loss": 0.0213603638112545, + "eval_runtime": 7.5795, + "eval_samples_per_second": 6.597, + "eval_steps_per_second": 1.715, + "step": 40 + }, + { + "epoch": 0.37701149425287356, + "grad_norm": 0.022082313895225525, + "learning_rate": 7.592592592592593e-05, + "loss": 0.0199, + "step": 41 + }, + { + "epoch": 0.38620689655172413, + "grad_norm": 0.020405782386660576, + "learning_rate": 7.777777777777778e-05, + "loss": 0.0188, + "step": 42 + }, + { + "epoch": 0.3954022988505747, + "grad_norm": 0.020502161234617233, + "learning_rate": 7.962962962962964e-05, + "loss": 0.0203, + "step": 43 + }, + { + "epoch": 0.4045977011494253, + "grad_norm": 0.020312348380684853, + "learning_rate": 8.148148148148148e-05, + "loss": 0.0184, + "step": 44 + }, + { + "epoch": 0.41379310344827586, + "grad_norm": 0.01888488046824932, + "learning_rate": 8.333333333333334e-05, + "loss": 0.0185, + "step": 45 + }, + { + "epoch": 0.41379310344827586, + "eval_loss": 0.020027954131364822, + "eval_runtime": 7.5799, + "eval_samples_per_second": 6.596, + "eval_steps_per_second": 1.715, + "step": 45 + }, + { + "epoch": 0.42298850574712643, + "grad_norm": 0.016626283526420593, + "learning_rate": 8.518518518518518e-05, + "loss": 0.0175, + "step": 46 + }, + { + "epoch": 0.432183908045977, + "grad_norm": 0.01808527484536171, + "learning_rate": 8.703703703703704e-05, + "loss": 0.017, + "step": 47 + }, + { + "epoch": 0.4413793103448276, + "grad_norm": 0.02142912708222866, + "learning_rate": 8.888888888888889e-05, + "loss": 0.018, + "step": 48 + }, + { + "epoch": 0.45057471264367815, + "grad_norm": 0.017742585390806198, + "learning_rate": 9.074074074074075e-05, + "loss": 0.0165, + "step": 49 + }, + { + "epoch": 0.45977011494252873, + "grad_norm": 0.022063937038183212, + "learning_rate": 9.25925925925926e-05, + "loss": 0.0162, + "step": 50 + }, + { + "epoch": 0.45977011494252873, + "eval_loss": 0.019592924043536186, + "eval_runtime": 7.5839, + "eval_samples_per_second": 6.593, + "eval_steps_per_second": 1.714, + "step": 50 + }, + { + "epoch": 0.4689655172413793, + "grad_norm": 0.018968017771840096, + "learning_rate": 9.444444444444444e-05, + "loss": 0.0183, + "step": 51 + }, + { + "epoch": 0.4781609195402299, + "grad_norm": 0.024733267724514008, + "learning_rate": 9.62962962962963e-05, + "loss": 0.0189, + "step": 52 + }, + { + "epoch": 0.48735632183908045, + "grad_norm": 0.021883539855480194, + "learning_rate": 9.814814814814815e-05, + "loss": 0.0188, + "step": 53 + }, + { + "epoch": 0.496551724137931, + "grad_norm": 0.017187397927045822, + "learning_rate": 0.0001, + "loss": 0.0167, + "step": 54 + }, + { + "epoch": 0.5057471264367817, + "grad_norm": 0.018074609339237213, + "learning_rate": 9.99989553622803e-05, + "loss": 0.0177, + "step": 55 + }, + { + "epoch": 0.5057471264367817, + "eval_loss": 0.0189231988042593, + "eval_runtime": 7.6176, + "eval_samples_per_second": 6.564, + "eval_steps_per_second": 1.707, + "step": 55 + }, + { + "epoch": 0.5149425287356322, + "grad_norm": 0.017995629459619522, + "learning_rate": 9.999582149277187e-05, + "loss": 0.0162, + "step": 56 + }, + { + "epoch": 0.5241379310344828, + "grad_norm": 0.018664268776774406, + "learning_rate": 9.999059852242507e-05, + "loss": 0.0153, + "step": 57 + }, + { + "epoch": 0.5333333333333333, + "grad_norm": 0.017265547066926956, + "learning_rate": 9.998328666948438e-05, + "loss": 0.0189, + "step": 58 + }, + { + "epoch": 0.542528735632184, + "grad_norm": 0.01721198670566082, + "learning_rate": 9.997388623947928e-05, + "loss": 0.0158, + "step": 59 + }, + { + "epoch": 0.5517241379310345, + "grad_norm": 0.0194217711687088, + "learning_rate": 9.996239762521151e-05, + "loss": 0.0168, + "step": 60 + }, + { + "epoch": 0.5517241379310345, + "eval_loss": 0.018419023603200912, + "eval_runtime": 7.5901, + "eval_samples_per_second": 6.588, + "eval_steps_per_second": 1.713, + "step": 60 + }, + { + "epoch": 0.5609195402298851, + "grad_norm": 0.019492702558636665, + "learning_rate": 9.994882130673868e-05, + "loss": 0.0186, + "step": 61 + }, + { + "epoch": 0.5701149425287356, + "grad_norm": 0.01645253598690033, + "learning_rate": 9.993315785135416e-05, + "loss": 0.0175, + "step": 62 + }, + { + "epoch": 0.5793103448275863, + "grad_norm": 0.018438637256622314, + "learning_rate": 9.991540791356342e-05, + "loss": 0.0148, + "step": 63 + }, + { + "epoch": 0.5885057471264368, + "grad_norm": 0.016131950542330742, + "learning_rate": 9.989557223505661e-05, + "loss": 0.0163, + "step": 64 + }, + { + "epoch": 0.5977011494252874, + "grad_norm": 0.018596597015857697, + "learning_rate": 9.987365164467767e-05, + "loss": 0.017, + "step": 65 + }, + { + "epoch": 0.5977011494252874, + "eval_loss": 0.01821504347026348, + "eval_runtime": 7.5805, + "eval_samples_per_second": 6.596, + "eval_steps_per_second": 1.715, + "step": 65 + }, + { + "epoch": 0.6068965517241379, + "grad_norm": 0.017436878755688667, + "learning_rate": 9.98496470583896e-05, + "loss": 0.016, + "step": 66 + }, + { + "epoch": 0.6160919540229886, + "grad_norm": 0.017340335994958878, + "learning_rate": 9.982355947923629e-05, + "loss": 0.017, + "step": 67 + }, + { + "epoch": 0.6252873563218391, + "grad_norm": 0.017135461792349815, + "learning_rate": 9.979538999730047e-05, + "loss": 0.0149, + "step": 68 + }, + { + "epoch": 0.6344827586206897, + "grad_norm": 0.018239280208945274, + "learning_rate": 9.976513978965829e-05, + "loss": 0.0165, + "step": 69 + }, + { + "epoch": 0.6436781609195402, + "grad_norm": 0.016211749985814095, + "learning_rate": 9.973281012033007e-05, + "loss": 0.0143, + "step": 70 + }, + { + "epoch": 0.6436781609195402, + "eval_loss": 0.017700908705592155, + "eval_runtime": 7.5856, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 70 + }, + { + "epoch": 0.6528735632183909, + "grad_norm": 0.016638092696666718, + "learning_rate": 9.969840234022749e-05, + "loss": 0.0154, + "step": 71 + }, + { + "epoch": 0.6620689655172414, + "grad_norm": 0.020088642835617065, + "learning_rate": 9.966191788709716e-05, + "loss": 0.0163, + "step": 72 + }, + { + "epoch": 0.671264367816092, + "grad_norm": 0.01989225298166275, + "learning_rate": 9.962335828546048e-05, + "loss": 0.0155, + "step": 73 + }, + { + "epoch": 0.6804597701149425, + "grad_norm": 0.01787324622273445, + "learning_rate": 9.958272514655006e-05, + "loss": 0.0145, + "step": 74 + }, + { + "epoch": 0.6896551724137931, + "grad_norm": 0.018312491476535797, + "learning_rate": 9.954002016824227e-05, + "loss": 0.0143, + "step": 75 + }, + { + "epoch": 0.6896551724137931, + "eval_loss": 0.017578113824129105, + "eval_runtime": 7.6044, + "eval_samples_per_second": 6.575, + "eval_steps_per_second": 1.71, + "step": 75 + }, + { + "epoch": 0.6988505747126437, + "grad_norm": 0.019170604646205902, + "learning_rate": 9.949524513498636e-05, + "loss": 0.0168, + "step": 76 + }, + { + "epoch": 0.7080459770114943, + "grad_norm": 0.022306382656097412, + "learning_rate": 9.944840191772987e-05, + "loss": 0.0159, + "step": 77 + }, + { + "epoch": 0.7172413793103448, + "grad_norm": 0.01719992235302925, + "learning_rate": 9.939949247384046e-05, + "loss": 0.0167, + "step": 78 + }, + { + "epoch": 0.7264367816091954, + "grad_norm": 0.020334061235189438, + "learning_rate": 9.934851884702414e-05, + "loss": 0.0159, + "step": 79 + }, + { + "epoch": 0.735632183908046, + "grad_norm": 0.016988877207040787, + "learning_rate": 9.929548316723982e-05, + "loss": 0.0155, + "step": 80 + }, + { + "epoch": 0.735632183908046, + "eval_loss": 0.01759597845375538, + "eval_runtime": 7.5797, + "eval_samples_per_second": 6.597, + "eval_steps_per_second": 1.715, + "step": 80 + }, + { + "epoch": 0.7448275862068966, + "grad_norm": 0.01999749429523945, + "learning_rate": 9.924038765061042e-05, + "loss": 0.0156, + "step": 81 + }, + { + "epoch": 0.7540229885057471, + "grad_norm": 0.021031200885772705, + "learning_rate": 9.918323459933005e-05, + "loss": 0.017, + "step": 82 + }, + { + "epoch": 0.7632183908045977, + "grad_norm": 0.015833275392651558, + "learning_rate": 9.912402640156811e-05, + "loss": 0.0151, + "step": 83 + }, + { + "epoch": 0.7724137931034483, + "grad_norm": 0.02128308266401291, + "learning_rate": 9.906276553136923e-05, + "loss": 0.0174, + "step": 84 + }, + { + "epoch": 0.7816091954022989, + "grad_norm": 0.01704588159918785, + "learning_rate": 9.899945454855006e-05, + "loss": 0.0162, + "step": 85 + }, + { + "epoch": 0.7816091954022989, + "eval_loss": 0.016866466030478477, + "eval_runtime": 7.5833, + "eval_samples_per_second": 6.593, + "eval_steps_per_second": 1.714, + "step": 85 + }, + { + "epoch": 0.7908045977011494, + "grad_norm": 0.01643301546573639, + "learning_rate": 9.893409609859222e-05, + "loss": 0.0152, + "step": 86 + }, + { + "epoch": 0.8, + "grad_norm": 0.017949821427464485, + "learning_rate": 9.88666929125318e-05, + "loss": 0.0156, + "step": 87 + }, + { + "epoch": 0.8091954022988506, + "grad_norm": 0.018931446596980095, + "learning_rate": 9.879724780684519e-05, + "loss": 0.0162, + "step": 88 + }, + { + "epoch": 0.8183908045977012, + "grad_norm": 0.012615452520549297, + "learning_rate": 9.872576368333151e-05, + "loss": 0.0138, + "step": 89 + }, + { + "epoch": 0.8275862068965517, + "grad_norm": 0.016196150332689285, + "learning_rate": 9.865224352899119e-05, + "loss": 0.0164, + "step": 90 + }, + { + "epoch": 0.8275862068965517, + "eval_loss": 0.01638174243271351, + "eval_runtime": 7.5993, + "eval_samples_per_second": 6.58, + "eval_steps_per_second": 1.711, + "step": 90 + }, + { + "epoch": 0.8367816091954023, + "grad_norm": 0.016620157286524773, + "learning_rate": 9.857669041590134e-05, + "loss": 0.0158, + "step": 91 + }, + { + "epoch": 0.8459770114942529, + "grad_norm": 0.014475880190730095, + "learning_rate": 9.849910750108717e-05, + "loss": 0.0149, + "step": 92 + }, + { + "epoch": 0.8551724137931035, + "grad_norm": 0.016380243003368378, + "learning_rate": 9.84194980263903e-05, + "loss": 0.0147, + "step": 93 + }, + { + "epoch": 0.864367816091954, + "grad_norm": 0.015107197687029839, + "learning_rate": 9.83378653183331e-05, + "loss": 0.0148, + "step": 94 + }, + { + "epoch": 0.8735632183908046, + "grad_norm": 0.01710473746061325, + "learning_rate": 9.825421278797983e-05, + "loss": 0.0154, + "step": 95 + }, + { + "epoch": 0.8735632183908046, + "eval_loss": 0.0161591824144125, + "eval_runtime": 7.6104, + "eval_samples_per_second": 6.57, + "eval_steps_per_second": 1.708, + "step": 95 + }, + { + "epoch": 0.8827586206896552, + "grad_norm": 0.015920141711831093, + "learning_rate": 9.816854393079403e-05, + "loss": 0.0159, + "step": 96 + }, + { + "epoch": 0.8919540229885058, + "grad_norm": 0.015056249685585499, + "learning_rate": 9.808086232649246e-05, + "loss": 0.0154, + "step": 97 + }, + { + "epoch": 0.9011494252873563, + "grad_norm": 0.016236839815974236, + "learning_rate": 9.799117163889559e-05, + "loss": 0.0152, + "step": 98 + }, + { + "epoch": 0.9103448275862069, + "grad_norm": 0.014755873009562492, + "learning_rate": 9.789947561577445e-05, + "loss": 0.0135, + "step": 99 + }, + { + "epoch": 0.9195402298850575, + "grad_norm": 0.015870464965701103, + "learning_rate": 9.780577808869398e-05, + "loss": 0.0164, + "step": 100 + }, + { + "epoch": 0.9195402298850575, + "eval_loss": 0.015854647383093834, + "eval_runtime": 7.5871, + "eval_samples_per_second": 6.59, + "eval_steps_per_second": 1.713, + "step": 100 + }, + { + "epoch": 0.9287356321839081, + "grad_norm": 0.015317806974053383, + "learning_rate": 9.771008297285307e-05, + "loss": 0.0144, + "step": 101 + }, + { + "epoch": 0.9379310344827586, + "grad_norm": 0.015459987334907055, + "learning_rate": 9.761239426692077e-05, + "loss": 0.0136, + "step": 102 + }, + { + "epoch": 0.9471264367816092, + "grad_norm": 0.01605418138206005, + "learning_rate": 9.751271605286941e-05, + "loss": 0.0133, + "step": 103 + }, + { + "epoch": 0.9563218390804598, + "grad_norm": 0.01653791405260563, + "learning_rate": 9.741105249580383e-05, + "loss": 0.0142, + "step": 104 + }, + { + "epoch": 0.9655172413793104, + "grad_norm": 0.017847595736384392, + "learning_rate": 9.730740784378753e-05, + "loss": 0.0156, + "step": 105 + }, + { + "epoch": 0.9655172413793104, + "eval_loss": 0.01596776954829693, + "eval_runtime": 7.5993, + "eval_samples_per_second": 6.58, + "eval_steps_per_second": 1.711, + "step": 105 + }, + { + "epoch": 0.9747126436781609, + "grad_norm": 0.01591021567583084, + "learning_rate": 9.7201786427665e-05, + "loss": 0.0142, + "step": 106 + }, + { + "epoch": 0.9839080459770115, + "grad_norm": 0.019531626254320145, + "learning_rate": 9.709419266088086e-05, + "loss": 0.0149, + "step": 107 + }, + { + "epoch": 0.993103448275862, + "grad_norm": 0.017293043434619904, + "learning_rate": 9.698463103929542e-05, + "loss": 0.0145, + "step": 108 + }, + { + "epoch": 1.0022988505747126, + "grad_norm": 0.01688973978161812, + "learning_rate": 9.687310614099675e-05, + "loss": 0.0165, + "step": 109 + }, + { + "epoch": 1.0114942528735633, + "grad_norm": 0.021913839504122734, + "learning_rate": 9.67596226261095e-05, + "loss": 0.0145, + "step": 110 + }, + { + "epoch": 1.0114942528735633, + "eval_loss": 0.01590101048350334, + "eval_runtime": 7.5856, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 110 + }, + { + "epoch": 1.0206896551724138, + "grad_norm": 0.018519939854741096, + "learning_rate": 9.664418523660004e-05, + "loss": 0.0131, + "step": 111 + }, + { + "epoch": 1.0298850574712644, + "grad_norm": 0.020266039296984673, + "learning_rate": 9.652679879607843e-05, + "loss": 0.0129, + "step": 112 + }, + { + "epoch": 1.0390804597701149, + "grad_norm": 0.021503202617168427, + "learning_rate": 9.640746820959684e-05, + "loss": 0.0147, + "step": 113 + }, + { + "epoch": 1.0482758620689656, + "grad_norm": 0.01816105656325817, + "learning_rate": 9.628619846344454e-05, + "loss": 0.0131, + "step": 114 + }, + { + "epoch": 1.0574712643678161, + "grad_norm": 0.02214297465980053, + "learning_rate": 9.616299462493952e-05, + "loss": 0.0133, + "step": 115 + }, + { + "epoch": 1.0574712643678161, + "eval_loss": 0.015581479296088219, + "eval_runtime": 7.5911, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 115 + }, + { + "epoch": 1.0666666666666667, + "grad_norm": 0.022218503057956696, + "learning_rate": 9.603786184221693e-05, + "loss": 0.0154, + "step": 116 + }, + { + "epoch": 1.0758620689655172, + "grad_norm": 0.019172191619873047, + "learning_rate": 9.591080534401371e-05, + "loss": 0.0136, + "step": 117 + }, + { + "epoch": 1.085057471264368, + "grad_norm": 0.021756643429398537, + "learning_rate": 9.57818304394503e-05, + "loss": 0.0142, + "step": 118 + }, + { + "epoch": 1.0942528735632184, + "grad_norm": 0.018046511337161064, + "learning_rate": 9.565094251780871e-05, + "loss": 0.0144, + "step": 119 + }, + { + "epoch": 1.103448275862069, + "grad_norm": 0.02018323354423046, + "learning_rate": 9.551814704830734e-05, + "loss": 0.0126, + "step": 120 + }, + { + "epoch": 1.103448275862069, + "eval_loss": 0.01549120806157589, + "eval_runtime": 7.5874, + "eval_samples_per_second": 6.59, + "eval_steps_per_second": 1.713, + "step": 120 + }, + { + "epoch": 1.1126436781609195, + "grad_norm": 0.02136109583079815, + "learning_rate": 9.538344957987244e-05, + "loss": 0.0144, + "step": 121 + }, + { + "epoch": 1.1218390804597702, + "grad_norm": 0.0185832716524601, + "learning_rate": 9.524685574090627e-05, + "loss": 0.0149, + "step": 122 + }, + { + "epoch": 1.1310344827586207, + "grad_norm": 0.01844456046819687, + "learning_rate": 9.51083712390519e-05, + "loss": 0.0137, + "step": 123 + }, + { + "epoch": 1.1402298850574712, + "grad_norm": 0.018193133175373077, + "learning_rate": 9.496800186095466e-05, + "loss": 0.0131, + "step": 124 + }, + { + "epoch": 1.1494252873563218, + "grad_norm": 0.01977015659213066, + "learning_rate": 9.482575347202047e-05, + "loss": 0.0145, + "step": 125 + }, + { + "epoch": 1.1494252873563218, + "eval_loss": 0.015383351594209671, + "eval_runtime": 7.6046, + "eval_samples_per_second": 6.575, + "eval_steps_per_second": 1.709, + "step": 125 + }, + { + "epoch": 1.1586206896551725, + "grad_norm": 0.016328683122992516, + "learning_rate": 9.468163201617062e-05, + "loss": 0.0133, + "step": 126 + }, + { + "epoch": 1.167816091954023, + "grad_norm": 0.0158162210136652, + "learning_rate": 9.453564351559348e-05, + "loss": 0.0145, + "step": 127 + }, + { + "epoch": 1.1770114942528735, + "grad_norm": 0.01766177825629711, + "learning_rate": 9.438779407049281e-05, + "loss": 0.0133, + "step": 128 + }, + { + "epoch": 1.186206896551724, + "grad_norm": 0.015718543902039528, + "learning_rate": 9.423808985883289e-05, + "loss": 0.013, + "step": 129 + }, + { + "epoch": 1.1954022988505748, + "grad_norm": 0.01557285524904728, + "learning_rate": 9.40865371360804e-05, + "loss": 0.0125, + "step": 130 + }, + { + "epoch": 1.1954022988505748, + "eval_loss": 0.014952810481190681, + "eval_runtime": 7.5808, + "eval_samples_per_second": 6.596, + "eval_steps_per_second": 1.715, + "step": 130 + }, + { + "epoch": 1.2045977011494253, + "grad_norm": 0.014815889298915863, + "learning_rate": 9.393314223494296e-05, + "loss": 0.0111, + "step": 131 + }, + { + "epoch": 1.2137931034482758, + "grad_norm": 0.01469665952026844, + "learning_rate": 9.377791156510455e-05, + "loss": 0.0132, + "step": 132 + }, + { + "epoch": 1.2229885057471264, + "grad_norm": 0.014182367362082005, + "learning_rate": 9.362085161295769e-05, + "loss": 0.0119, + "step": 133 + }, + { + "epoch": 1.232183908045977, + "grad_norm": 0.016701558604836464, + "learning_rate": 9.346196894133239e-05, + "loss": 0.0119, + "step": 134 + }, + { + "epoch": 1.2413793103448276, + "grad_norm": 0.017275458201766014, + "learning_rate": 9.330127018922194e-05, + "loss": 0.0122, + "step": 135 + }, + { + "epoch": 1.2413793103448276, + "eval_loss": 0.014751402661204338, + "eval_runtime": 7.5882, + "eval_samples_per_second": 6.589, + "eval_steps_per_second": 1.713, + "step": 135 + }, + { + "epoch": 1.2505747126436781, + "grad_norm": 0.014996697194874287, + "learning_rate": 9.313876207150543e-05, + "loss": 0.0128, + "step": 136 + }, + { + "epoch": 1.2597701149425287, + "grad_norm": 0.01727742701768875, + "learning_rate": 9.297445137866727e-05, + "loss": 0.0119, + "step": 137 + }, + { + "epoch": 1.2689655172413792, + "grad_norm": 0.017734119668602943, + "learning_rate": 9.280834497651334e-05, + "loss": 0.0133, + "step": 138 + }, + { + "epoch": 1.27816091954023, + "grad_norm": 0.017755163833498955, + "learning_rate": 9.264044980588416e-05, + "loss": 0.0129, + "step": 139 + }, + { + "epoch": 1.2873563218390804, + "grad_norm": 0.015634773299098015, + "learning_rate": 9.247077288236488e-05, + "loss": 0.0127, + "step": 140 + }, + { + "epoch": 1.2873563218390804, + "eval_loss": 0.014655789360404015, + "eval_runtime": 7.5803, + "eval_samples_per_second": 6.596, + "eval_steps_per_second": 1.715, + "step": 140 + }, + { + "epoch": 1.296551724137931, + "grad_norm": 0.014848074875772, + "learning_rate": 9.229932129599205e-05, + "loss": 0.0126, + "step": 141 + }, + { + "epoch": 1.3057471264367817, + "grad_norm": 0.015292002819478512, + "learning_rate": 9.212610221095748e-05, + "loss": 0.0126, + "step": 142 + }, + { + "epoch": 1.3149425287356322, + "grad_norm": 0.01488974317908287, + "learning_rate": 9.195112286530873e-05, + "loss": 0.0113, + "step": 143 + }, + { + "epoch": 1.3241379310344827, + "grad_norm": 0.015857763588428497, + "learning_rate": 9.177439057064683e-05, + "loss": 0.0118, + "step": 144 + }, + { + "epoch": 1.3333333333333333, + "grad_norm": 0.01526150293648243, + "learning_rate": 9.159591271182058e-05, + "loss": 0.0139, + "step": 145 + }, + { + "epoch": 1.3333333333333333, + "eval_loss": 0.014428853057324886, + "eval_runtime": 7.5934, + "eval_samples_per_second": 6.585, + "eval_steps_per_second": 1.712, + "step": 145 + }, + { + "epoch": 1.3425287356321838, + "grad_norm": 0.015166752971708775, + "learning_rate": 9.141569674661817e-05, + "loss": 0.0122, + "step": 146 + }, + { + "epoch": 1.3517241379310345, + "grad_norm": 0.014061689376831055, + "learning_rate": 9.123375020545535e-05, + "loss": 0.0123, + "step": 147 + }, + { + "epoch": 1.360919540229885, + "grad_norm": 0.015425407327711582, + "learning_rate": 9.105008069106093e-05, + "loss": 0.0117, + "step": 148 + }, + { + "epoch": 1.3701149425287356, + "grad_norm": 0.018539879471063614, + "learning_rate": 9.086469587815904e-05, + "loss": 0.0123, + "step": 149 + }, + { + "epoch": 1.3793103448275863, + "grad_norm": 0.014866286888718605, + "learning_rate": 9.067760351314838e-05, + "loss": 0.0122, + "step": 150 + }, + { + "epoch": 1.3793103448275863, + "eval_loss": 0.014377254992723465, + "eval_runtime": 7.6093, + "eval_samples_per_second": 6.571, + "eval_steps_per_second": 1.708, + "step": 150 + }, + { + "epoch": 1.3885057471264368, + "grad_norm": 0.014935806393623352, + "learning_rate": 9.048881141377863e-05, + "loss": 0.0126, + "step": 151 + }, + { + "epoch": 1.3977011494252873, + "grad_norm": 0.017417676746845245, + "learning_rate": 9.029832746882371e-05, + "loss": 0.013, + "step": 152 + }, + { + "epoch": 1.4068965517241379, + "grad_norm": 0.015856370329856873, + "learning_rate": 9.01061596377522e-05, + "loss": 0.0114, + "step": 153 + }, + { + "epoch": 1.4160919540229884, + "grad_norm": 0.015301518142223358, + "learning_rate": 8.991231595039465e-05, + "loss": 0.0136, + "step": 154 + }, + { + "epoch": 1.4252873563218391, + "grad_norm": 0.017993515357375145, + "learning_rate": 8.97168045066082e-05, + "loss": 0.0138, + "step": 155 + }, + { + "epoch": 1.4252873563218391, + "eval_loss": 0.013892178423702717, + "eval_runtime": 7.5856, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 155 + }, + { + "epoch": 1.4344827586206896, + "grad_norm": 0.014389860443770885, + "learning_rate": 8.951963347593797e-05, + "loss": 0.0118, + "step": 156 + }, + { + "epoch": 1.4436781609195402, + "grad_norm": 0.013852115720510483, + "learning_rate": 8.932081109727582e-05, + "loss": 0.011, + "step": 157 + }, + { + "epoch": 1.452873563218391, + "grad_norm": 0.01491858996450901, + "learning_rate": 8.912034567851599e-05, + "loss": 0.0115, + "step": 158 + }, + { + "epoch": 1.4620689655172414, + "grad_norm": 0.014816755428910255, + "learning_rate": 8.891824559620801e-05, + "loss": 0.0115, + "step": 159 + }, + { + "epoch": 1.471264367816092, + "grad_norm": 0.017679313197731972, + "learning_rate": 8.871451929520663e-05, + "loss": 0.0143, + "step": 160 + }, + { + "epoch": 1.471264367816092, + "eval_loss": 0.013947720639407635, + "eval_runtime": 7.588, + "eval_samples_per_second": 6.589, + "eval_steps_per_second": 1.713, + "step": 160 + }, + { + "epoch": 1.4804597701149425, + "grad_norm": 0.015570229850709438, + "learning_rate": 8.850917528831899e-05, + "loss": 0.0131, + "step": 161 + }, + { + "epoch": 1.489655172413793, + "grad_norm": 0.014714114367961884, + "learning_rate": 8.83022221559489e-05, + "loss": 0.0109, + "step": 162 + }, + { + "epoch": 1.4988505747126437, + "grad_norm": 0.015797005966305733, + "learning_rate": 8.809366854573831e-05, + "loss": 0.0117, + "step": 163 + }, + { + "epoch": 1.5080459770114942, + "grad_norm": 0.01803259737789631, + "learning_rate": 8.78835231722059e-05, + "loss": 0.013, + "step": 164 + }, + { + "epoch": 1.5172413793103448, + "grad_norm": 0.015303310938179493, + "learning_rate": 8.767179481638303e-05, + "loss": 0.0124, + "step": 165 + }, + { + "epoch": 1.5172413793103448, + "eval_loss": 0.013795728795230389, + "eval_runtime": 7.5973, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 165 + }, + { + "epoch": 1.5264367816091955, + "grad_norm": 0.01512802392244339, + "learning_rate": 8.745849232544681e-05, + "loss": 0.0113, + "step": 166 + }, + { + "epoch": 1.535632183908046, + "grad_norm": 0.01602269895374775, + "learning_rate": 8.724362461235029e-05, + "loss": 0.0137, + "step": 167 + }, + { + "epoch": 1.5448275862068965, + "grad_norm": 0.015303592197597027, + "learning_rate": 8.702720065545024e-05, + "loss": 0.0117, + "step": 168 + }, + { + "epoch": 1.5540229885057473, + "grad_norm": 0.014865975826978683, + "learning_rate": 8.680922949813178e-05, + "loss": 0.0122, + "step": 169 + }, + { + "epoch": 1.5632183908045976, + "grad_norm": 0.01662212237715721, + "learning_rate": 8.658972024843062e-05, + "loss": 0.0124, + "step": 170 + }, + { + "epoch": 1.5632183908045976, + "eval_loss": 0.013545939698815346, + "eval_runtime": 7.6043, + "eval_samples_per_second": 6.575, + "eval_steps_per_second": 1.71, + "step": 170 + }, + { + "epoch": 1.5724137931034483, + "grad_norm": 0.016805054619908333, + "learning_rate": 8.636868207865244e-05, + "loss": 0.0126, + "step": 171 + }, + { + "epoch": 1.5816091954022988, + "grad_norm": 0.015283631160855293, + "learning_rate": 8.614612422498964e-05, + "loss": 0.0129, + "step": 172 + }, + { + "epoch": 1.5908045977011493, + "grad_norm": 0.014891255646944046, + "learning_rate": 8.592205598713539e-05, + "loss": 0.0133, + "step": 173 + }, + { + "epoch": 1.6, + "grad_norm": 0.01469021663069725, + "learning_rate": 8.569648672789497e-05, + "loss": 0.0113, + "step": 174 + }, + { + "epoch": 1.6091954022988506, + "grad_norm": 0.02000586874783039, + "learning_rate": 8.546942587279465e-05, + "loss": 0.0138, + "step": 175 + }, + { + "epoch": 1.6091954022988506, + "eval_loss": 0.01319777499884367, + "eval_runtime": 7.6152, + "eval_samples_per_second": 6.566, + "eval_steps_per_second": 1.707, + "step": 175 + }, + { + "epoch": 1.6183908045977011, + "grad_norm": 0.018022779375314713, + "learning_rate": 8.524088290968781e-05, + "loss": 0.0127, + "step": 176 + }, + { + "epoch": 1.6275862068965519, + "grad_norm": 0.01829381100833416, + "learning_rate": 8.501086738835843e-05, + "loss": 0.0131, + "step": 177 + }, + { + "epoch": 1.6367816091954022, + "grad_norm": 0.016279663890600204, + "learning_rate": 8.47793889201221e-05, + "loss": 0.0118, + "step": 178 + }, + { + "epoch": 1.645977011494253, + "grad_norm": 0.018548633903265, + "learning_rate": 8.45464571774244e-05, + "loss": 0.0149, + "step": 179 + }, + { + "epoch": 1.6551724137931034, + "grad_norm": 0.016604119911789894, + "learning_rate": 8.43120818934367e-05, + "loss": 0.0112, + "step": 180 + }, + { + "epoch": 1.6551724137931034, + "eval_loss": 0.013563334941864014, + "eval_runtime": 7.6136, + "eval_samples_per_second": 6.567, + "eval_steps_per_second": 1.707, + "step": 180 + }, + { + "epoch": 1.664367816091954, + "grad_norm": 0.016890155151486397, + "learning_rate": 8.407627286164948e-05, + "loss": 0.0121, + "step": 181 + }, + { + "epoch": 1.6735632183908047, + "grad_norm": 0.014763073064386845, + "learning_rate": 8.383903993546311e-05, + "loss": 0.0118, + "step": 182 + }, + { + "epoch": 1.6827586206896552, + "grad_norm": 0.016909824684262276, + "learning_rate": 8.360039302777612e-05, + "loss": 0.0123, + "step": 183 + }, + { + "epoch": 1.6919540229885057, + "grad_norm": 0.015340789221227169, + "learning_rate": 8.336034211057098e-05, + "loss": 0.0124, + "step": 184 + }, + { + "epoch": 1.7011494252873565, + "grad_norm": 0.01562805287539959, + "learning_rate": 8.31188972144974e-05, + "loss": 0.0102, + "step": 185 + }, + { + "epoch": 1.7011494252873565, + "eval_loss": 0.013533576391637325, + "eval_runtime": 7.5972, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 185 + }, + { + "epoch": 1.7103448275862068, + "grad_norm": 0.0161032285541296, + "learning_rate": 8.28760684284532e-05, + "loss": 0.0104, + "step": 186 + }, + { + "epoch": 1.7195402298850575, + "grad_norm": 0.017128756269812584, + "learning_rate": 8.263186589916273e-05, + "loss": 0.0129, + "step": 187 + }, + { + "epoch": 1.728735632183908, + "grad_norm": 0.018114803358912468, + "learning_rate": 8.238629983075294e-05, + "loss": 0.0124, + "step": 188 + }, + { + "epoch": 1.7379310344827585, + "grad_norm": 0.019191117957234383, + "learning_rate": 8.213938048432697e-05, + "loss": 0.0135, + "step": 189 + }, + { + "epoch": 1.7471264367816093, + "grad_norm": 0.01860605925321579, + "learning_rate": 8.18911181775353e-05, + "loss": 0.0135, + "step": 190 + }, + { + "epoch": 1.7471264367816093, + "eval_loss": 0.013264240697026253, + "eval_runtime": 7.5732, + "eval_samples_per_second": 6.602, + "eval_steps_per_second": 1.717, + "step": 190 + }, + { + "epoch": 1.7563218390804598, + "grad_norm": 0.016007546335458755, + "learning_rate": 8.164152328414476e-05, + "loss": 0.0118, + "step": 191 + }, + { + "epoch": 1.7655172413793103, + "grad_norm": 0.017371613532304764, + "learning_rate": 8.139060623360493e-05, + "loss": 0.0126, + "step": 192 + }, + { + "epoch": 1.774712643678161, + "grad_norm": 0.017206458374857903, + "learning_rate": 8.113837751061246e-05, + "loss": 0.0103, + "step": 193 + }, + { + "epoch": 1.7839080459770114, + "grad_norm": 0.016995050013065338, + "learning_rate": 8.088484765467286e-05, + "loss": 0.0111, + "step": 194 + }, + { + "epoch": 1.793103448275862, + "grad_norm": 0.013478915207087994, + "learning_rate": 8.063002725966015e-05, + "loss": 0.01, + "step": 195 + }, + { + "epoch": 1.793103448275862, + "eval_loss": 0.013534443452954292, + "eval_runtime": 7.5956, + "eval_samples_per_second": 6.583, + "eval_steps_per_second": 1.712, + "step": 195 + }, + { + "epoch": 1.8022988505747126, + "grad_norm": 0.021648980677127838, + "learning_rate": 8.037392697337418e-05, + "loss": 0.0143, + "step": 196 + }, + { + "epoch": 1.8114942528735631, + "grad_norm": 0.015355809591710567, + "learning_rate": 8.011655749709575e-05, + "loss": 0.011, + "step": 197 + }, + { + "epoch": 1.8206896551724139, + "grad_norm": 0.014543996192514896, + "learning_rate": 7.985792958513931e-05, + "loss": 0.0101, + "step": 198 + }, + { + "epoch": 1.8298850574712644, + "grad_norm": 0.01613461971282959, + "learning_rate": 7.95980540444038e-05, + "loss": 0.0124, + "step": 199 + }, + { + "epoch": 1.839080459770115, + "grad_norm": 0.017040664330124855, + "learning_rate": 7.93369417339209e-05, + "loss": 0.0115, + "step": 200 + }, + { + "epoch": 1.839080459770115, + "eval_loss": 0.01306515745818615, + "eval_runtime": 7.5974, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 200 + }, + { + "epoch": 1.8482758620689657, + "grad_norm": 0.01773899607360363, + "learning_rate": 7.907460356440133e-05, + "loss": 0.0133, + "step": 201 + }, + { + "epoch": 1.857471264367816, + "grad_norm": 0.012051481753587723, + "learning_rate": 7.881105049777901e-05, + "loss": 0.0093, + "step": 202 + }, + { + "epoch": 1.8666666666666667, + "grad_norm": 0.017261862754821777, + "learning_rate": 7.854629354675291e-05, + "loss": 0.0125, + "step": 203 + }, + { + "epoch": 1.8758620689655172, + "grad_norm": 0.01634056121110916, + "learning_rate": 7.828034377432693e-05, + "loss": 0.0111, + "step": 204 + }, + { + "epoch": 1.8850574712643677, + "grad_norm": 0.016423719003796577, + "learning_rate": 7.801321229334764e-05, + "loss": 0.0113, + "step": 205 + }, + { + "epoch": 1.8850574712643677, + "eval_loss": 0.012708608992397785, + "eval_runtime": 7.5908, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 205 + }, + { + "epoch": 1.8942528735632185, + "grad_norm": 0.015081810764968395, + "learning_rate": 7.774491026603985e-05, + "loss": 0.013, + "step": 206 + }, + { + "epoch": 1.903448275862069, + "grad_norm": 0.0127123286947608, + "learning_rate": 7.74754489035403e-05, + "loss": 0.0106, + "step": 207 + }, + { + "epoch": 1.9126436781609195, + "grad_norm": 0.016098791733384132, + "learning_rate": 7.720483946542914e-05, + "loss": 0.0112, + "step": 208 + }, + { + "epoch": 1.9218390804597703, + "grad_norm": 0.01502301823347807, + "learning_rate": 7.69330932592594e-05, + "loss": 0.0119, + "step": 209 + }, + { + "epoch": 1.9310344827586206, + "grad_norm": 0.016128163784742355, + "learning_rate": 7.666022164008457e-05, + "loss": 0.0107, + "step": 210 + }, + { + "epoch": 1.9310344827586206, + "eval_loss": 0.012785980477929115, + "eval_runtime": 7.5896, + "eval_samples_per_second": 6.588, + "eval_steps_per_second": 1.713, + "step": 210 + }, + { + "epoch": 1.9402298850574713, + "grad_norm": 0.014872719533741474, + "learning_rate": 7.63862360099841e-05, + "loss": 0.0106, + "step": 211 + }, + { + "epoch": 1.9494252873563218, + "grad_norm": 0.016305750235915184, + "learning_rate": 7.611114781758692e-05, + "loss": 0.0107, + "step": 212 + }, + { + "epoch": 1.9586206896551723, + "grad_norm": 0.014701612293720245, + "learning_rate": 7.583496855759316e-05, + "loss": 0.0124, + "step": 213 + }, + { + "epoch": 1.967816091954023, + "grad_norm": 0.0179608054459095, + "learning_rate": 7.555770977029367e-05, + "loss": 0.0115, + "step": 214 + }, + { + "epoch": 1.9770114942528736, + "grad_norm": 0.016583839431405067, + "learning_rate": 7.527938304108795e-05, + "loss": 0.0122, + "step": 215 + }, + { + "epoch": 1.9770114942528736, + "eval_loss": 0.01276768371462822, + "eval_runtime": 7.6299, + "eval_samples_per_second": 6.553, + "eval_steps_per_second": 1.704, + "step": 215 + }, + { + "epoch": 1.986206896551724, + "grad_norm": 0.014455633237957954, + "learning_rate": 7.500000000000001e-05, + "loss": 0.0109, + "step": 216 + }, + { + "epoch": 1.9954022988505749, + "grad_norm": 0.014771837741136551, + "learning_rate": 7.471957232119234e-05, + "loss": 0.0114, + "step": 217 + }, + { + "epoch": 2.004597701149425, + "grad_norm": 0.019322361797094345, + "learning_rate": 7.443811172247821e-05, + "loss": 0.0123, + "step": 218 + }, + { + "epoch": 2.013793103448276, + "grad_norm": 0.011849606409668922, + "learning_rate": 7.415562996483192e-05, + "loss": 0.0081, + "step": 219 + }, + { + "epoch": 2.0229885057471266, + "grad_norm": 0.01762513443827629, + "learning_rate": 7.387213885189746e-05, + "loss": 0.0099, + "step": 220 + }, + { + "epoch": 2.0229885057471266, + "eval_loss": 0.012783367186784744, + "eval_runtime": 7.6029, + "eval_samples_per_second": 6.576, + "eval_steps_per_second": 1.71, + "step": 220 + }, + { + "epoch": 2.032183908045977, + "grad_norm": 0.0132211335003376, + "learning_rate": 7.358765022949519e-05, + "loss": 0.0088, + "step": 221 + }, + { + "epoch": 2.0413793103448277, + "grad_norm": 0.01868424378335476, + "learning_rate": 7.330217598512695e-05, + "loss": 0.0112, + "step": 222 + }, + { + "epoch": 2.050574712643678, + "grad_norm": 0.016267532482743263, + "learning_rate": 7.30157280474793e-05, + "loss": 0.0092, + "step": 223 + }, + { + "epoch": 2.0597701149425287, + "grad_norm": 0.014060255140066147, + "learning_rate": 7.272831838592503e-05, + "loss": 0.0091, + "step": 224 + }, + { + "epoch": 2.0689655172413794, + "grad_norm": 0.017770465463399887, + "learning_rate": 7.243995901002312e-05, + "loss": 0.0121, + "step": 225 + }, + { + "epoch": 2.0689655172413794, + "eval_loss": 0.012876266613602638, + "eval_runtime": 7.5829, + "eval_samples_per_second": 6.594, + "eval_steps_per_second": 1.714, + "step": 225 + }, + { + "epoch": 2.0781609195402297, + "grad_norm": 0.01353057473897934, + "learning_rate": 7.215066196901676e-05, + "loss": 0.0095, + "step": 226 + }, + { + "epoch": 2.0873563218390805, + "grad_norm": 0.01702524535357952, + "learning_rate": 7.186043935133005e-05, + "loss": 0.0095, + "step": 227 + }, + { + "epoch": 2.0965517241379312, + "grad_norm": 0.019207211211323738, + "learning_rate": 7.156930328406268e-05, + "loss": 0.0099, + "step": 228 + }, + { + "epoch": 2.1057471264367815, + "grad_norm": 0.017192739993333817, + "learning_rate": 7.127726593248337e-05, + "loss": 0.0108, + "step": 229 + }, + { + "epoch": 2.1149425287356323, + "grad_norm": 0.01726214587688446, + "learning_rate": 7.098433949952146e-05, + "loss": 0.0103, + "step": 230 + }, + { + "epoch": 2.1149425287356323, + "eval_loss": 0.012764949351549149, + "eval_runtime": 7.5742, + "eval_samples_per_second": 6.601, + "eval_steps_per_second": 1.716, + "step": 230 + }, + { + "epoch": 2.1241379310344826, + "grad_norm": 0.016892077401280403, + "learning_rate": 7.069053622525696e-05, + "loss": 0.0095, + "step": 231 + }, + { + "epoch": 2.1333333333333333, + "grad_norm": 0.01737057976424694, + "learning_rate": 7.039586838640919e-05, + "loss": 0.0101, + "step": 232 + }, + { + "epoch": 2.142528735632184, + "grad_norm": 0.017956653609871864, + "learning_rate": 7.01003482958237e-05, + "loss": 0.009, + "step": 233 + }, + { + "epoch": 2.1517241379310343, + "grad_norm": 0.018064096570014954, + "learning_rate": 6.980398830195785e-05, + "loss": 0.0115, + "step": 234 + }, + { + "epoch": 2.160919540229885, + "grad_norm": 0.017505567520856857, + "learning_rate": 6.950680078836474e-05, + "loss": 0.01, + "step": 235 + }, + { + "epoch": 2.160919540229885, + "eval_loss": 0.012695999816060066, + "eval_runtime": 7.6048, + "eval_samples_per_second": 6.575, + "eval_steps_per_second": 1.709, + "step": 235 + }, + { + "epoch": 2.170114942528736, + "grad_norm": 0.01884928159415722, + "learning_rate": 6.920879817317589e-05, + "loss": 0.0108, + "step": 236 + }, + { + "epoch": 2.179310344827586, + "grad_norm": 0.01585654355585575, + "learning_rate": 6.890999290858214e-05, + "loss": 0.0089, + "step": 237 + }, + { + "epoch": 2.188505747126437, + "grad_norm": 0.015242693945765495, + "learning_rate": 6.861039748031351e-05, + "loss": 0.0094, + "step": 238 + }, + { + "epoch": 2.197701149425287, + "grad_norm": 0.01854494772851467, + "learning_rate": 6.83100244071174e-05, + "loss": 0.0099, + "step": 239 + }, + { + "epoch": 2.206896551724138, + "grad_norm": 0.016470277681946754, + "learning_rate": 6.800888624023553e-05, + "loss": 0.0089, + "step": 240 + }, + { + "epoch": 2.206896551724138, + "eval_loss": 0.01267631258815527, + "eval_runtime": 7.5818, + "eval_samples_per_second": 6.595, + "eval_steps_per_second": 1.715, + "step": 240 + }, + { + "epoch": 2.2160919540229886, + "grad_norm": 0.017559630796313286, + "learning_rate": 6.770699556287939e-05, + "loss": 0.0105, + "step": 241 + }, + { + "epoch": 2.225287356321839, + "grad_norm": 0.016117800027132034, + "learning_rate": 6.740436498970452e-05, + "loss": 0.0099, + "step": 242 + }, + { + "epoch": 2.2344827586206897, + "grad_norm": 0.01739688403904438, + "learning_rate": 6.710100716628344e-05, + "loss": 0.0099, + "step": 243 + }, + { + "epoch": 2.2436781609195404, + "grad_norm": 0.01701669581234455, + "learning_rate": 6.679693476857711e-05, + "loss": 0.0085, + "step": 244 + }, + { + "epoch": 2.2528735632183907, + "grad_norm": 0.017626378685235977, + "learning_rate": 6.649216050240539e-05, + "loss": 0.0089, + "step": 245 + }, + { + "epoch": 2.2528735632183907, + "eval_loss": 0.012675927020609379, + "eval_runtime": 7.5971, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 245 + }, + { + "epoch": 2.2620689655172415, + "grad_norm": 0.0238157007843256, + "learning_rate": 6.618669710291606e-05, + "loss": 0.0092, + "step": 246 + }, + { + "epoch": 2.2712643678160918, + "grad_norm": 0.017967745661735535, + "learning_rate": 6.588055733405266e-05, + "loss": 0.0102, + "step": 247 + }, + { + "epoch": 2.2804597701149425, + "grad_norm": 0.015404468402266502, + "learning_rate": 6.557375398802123e-05, + "loss": 0.0095, + "step": 248 + }, + { + "epoch": 2.2896551724137932, + "grad_norm": 0.015446755103766918, + "learning_rate": 6.526629988475567e-05, + "loss": 0.0092, + "step": 249 + }, + { + "epoch": 2.2988505747126435, + "grad_norm": 0.016809450462460518, + "learning_rate": 6.495820787138209e-05, + "loss": 0.0105, + "step": 250 + }, + { + "epoch": 2.2988505747126435, + "eval_loss": 0.012465451844036579, + "eval_runtime": 7.6011, + "eval_samples_per_second": 6.578, + "eval_steps_per_second": 1.71, + "step": 250 + }, + { + "epoch": 2.3080459770114943, + "grad_norm": 0.015970921143889427, + "learning_rate": 6.464949082168204e-05, + "loss": 0.0093, + "step": 251 + }, + { + "epoch": 2.317241379310345, + "grad_norm": 0.017121300101280212, + "learning_rate": 6.434016163555452e-05, + "loss": 0.0102, + "step": 252 + }, + { + "epoch": 2.3264367816091953, + "grad_norm": 0.01726561225950718, + "learning_rate": 6.403023323847695e-05, + "loss": 0.0093, + "step": 253 + }, + { + "epoch": 2.335632183908046, + "grad_norm": 0.014097567647695541, + "learning_rate": 6.371971858096508e-05, + "loss": 0.0096, + "step": 254 + }, + { + "epoch": 2.344827586206897, + "grad_norm": 0.015593893826007843, + "learning_rate": 6.340863063803188e-05, + "loss": 0.0093, + "step": 255 + }, + { + "epoch": 2.344827586206897, + "eval_loss": 0.012436559423804283, + "eval_runtime": 7.5957, + "eval_samples_per_second": 6.583, + "eval_steps_per_second": 1.712, + "step": 255 + }, + { + "epoch": 2.354022988505747, + "grad_norm": 0.01714129000902176, + "learning_rate": 6.30969824086453e-05, + "loss": 0.0107, + "step": 256 + }, + { + "epoch": 2.363218390804598, + "grad_norm": 0.018002189695835114, + "learning_rate": 6.27847869151852e-05, + "loss": 0.0103, + "step": 257 + }, + { + "epoch": 2.372413793103448, + "grad_norm": 0.015969395637512207, + "learning_rate": 6.247205720289907e-05, + "loss": 0.0099, + "step": 258 + }, + { + "epoch": 2.381609195402299, + "grad_norm": 0.020000826567411423, + "learning_rate": 6.215880633935708e-05, + "loss": 0.0105, + "step": 259 + }, + { + "epoch": 2.3908045977011496, + "grad_norm": 0.0170020442456007, + "learning_rate": 6.184504741390596e-05, + "loss": 0.0097, + "step": 260 + }, + { + "epoch": 2.3908045977011496, + "eval_loss": 0.01255771517753601, + "eval_runtime": 7.5967, + "eval_samples_per_second": 6.582, + "eval_steps_per_second": 1.711, + "step": 260 + }, + { + "epoch": 2.4, + "grad_norm": 0.018086500465869904, + "learning_rate": 6.153079353712201e-05, + "loss": 0.0116, + "step": 261 + }, + { + "epoch": 2.4091954022988507, + "grad_norm": 0.017995236441493034, + "learning_rate": 6.121605784026339e-05, + "loss": 0.0098, + "step": 262 + }, + { + "epoch": 2.418390804597701, + "grad_norm": 0.016703004017472267, + "learning_rate": 6.09008534747213e-05, + "loss": 0.0085, + "step": 263 + }, + { + "epoch": 2.4275862068965517, + "grad_norm": 0.01667882315814495, + "learning_rate": 6.058519361147055e-05, + "loss": 0.0096, + "step": 264 + }, + { + "epoch": 2.4367816091954024, + "grad_norm": 0.014494238421320915, + "learning_rate": 6.02690914405191e-05, + "loss": 0.0091, + "step": 265 + }, + { + "epoch": 2.4367816091954024, + "eval_loss": 0.0126058179885149, + "eval_runtime": 7.5992, + "eval_samples_per_second": 6.58, + "eval_steps_per_second": 1.711, + "step": 265 + }, + { + "epoch": 2.4459770114942527, + "grad_norm": 0.018936868757009506, + "learning_rate": 5.995256017035703e-05, + "loss": 0.0102, + "step": 266 + }, + { + "epoch": 2.4551724137931035, + "grad_norm": 0.016619672998785973, + "learning_rate": 5.963561302740449e-05, + "loss": 0.0091, + "step": 267 + }, + { + "epoch": 2.464367816091954, + "grad_norm": 0.01624908670783043, + "learning_rate": 5.9318263255459116e-05, + "loss": 0.0097, + "step": 268 + }, + { + "epoch": 2.4735632183908045, + "grad_norm": 0.015271931886672974, + "learning_rate": 5.900052411514257e-05, + "loss": 0.0095, + "step": 269 + }, + { + "epoch": 2.4827586206896552, + "grad_norm": 0.01610173098742962, + "learning_rate": 5.868240888334653e-05, + "loss": 0.0095, + "step": 270 + }, + { + "epoch": 2.4827586206896552, + "eval_loss": 0.01236729696393013, + "eval_runtime": 7.5958, + "eval_samples_per_second": 6.583, + "eval_steps_per_second": 1.711, + "step": 270 + }, + { + "epoch": 2.491954022988506, + "grad_norm": 0.013876480981707573, + "learning_rate": 5.836393085267776e-05, + "loss": 0.0091, + "step": 271 + }, + { + "epoch": 2.5011494252873563, + "grad_norm": 0.014515344053506851, + "learning_rate": 5.804510333090287e-05, + "loss": 0.0087, + "step": 272 + }, + { + "epoch": 2.510344827586207, + "grad_norm": 0.015616660006344318, + "learning_rate": 5.772593964039203e-05, + "loss": 0.0088, + "step": 273 + }, + { + "epoch": 2.5195402298850573, + "grad_norm": 0.016088545322418213, + "learning_rate": 5.740645311756245e-05, + "loss": 0.0095, + "step": 274 + }, + { + "epoch": 2.528735632183908, + "grad_norm": 0.014027421362698078, + "learning_rate": 5.708665711232103e-05, + "loss": 0.0094, + "step": 275 + }, + { + "epoch": 2.528735632183908, + "eval_loss": 0.012253012508153915, + "eval_runtime": 7.5717, + "eval_samples_per_second": 6.604, + "eval_steps_per_second": 1.717, + "step": 275 + }, + { + "epoch": 2.5379310344827584, + "grad_norm": 0.015265434980392456, + "learning_rate": 5.6766564987506566e-05, + "loss": 0.0102, + "step": 276 + }, + { + "epoch": 2.547126436781609, + "grad_norm": 0.01524539664387703, + "learning_rate": 5.644619011833133e-05, + "loss": 0.0089, + "step": 277 + }, + { + "epoch": 2.55632183908046, + "grad_norm": 0.01515972800552845, + "learning_rate": 5.6125545891822274e-05, + "loss": 0.009, + "step": 278 + }, + { + "epoch": 2.56551724137931, + "grad_norm": 0.017095813527703285, + "learning_rate": 5.5804645706261514e-05, + "loss": 0.0103, + "step": 279 + }, + { + "epoch": 2.574712643678161, + "grad_norm": 0.014950582757592201, + "learning_rate": 5.548350297062659e-05, + "loss": 0.0092, + "step": 280 + }, + { + "epoch": 2.574712643678161, + "eval_loss": 0.011931383982300758, + "eval_runtime": 7.6218, + "eval_samples_per_second": 6.56, + "eval_steps_per_second": 1.706, + "step": 280 + }, + { + "epoch": 2.5839080459770116, + "grad_norm": 0.015228749252855778, + "learning_rate": 5.516213110403009e-05, + "loss": 0.0093, + "step": 281 + }, + { + "epoch": 2.593103448275862, + "grad_norm": 0.020853353664278984, + "learning_rate": 5.484054353515896e-05, + "loss": 0.0116, + "step": 282 + }, + { + "epoch": 2.6022988505747127, + "grad_norm": 0.013651091605424881, + "learning_rate": 5.451875370171341e-05, + "loss": 0.0076, + "step": 283 + }, + { + "epoch": 2.6114942528735634, + "grad_norm": 0.015777967870235443, + "learning_rate": 5.419677504984534e-05, + "loss": 0.0088, + "step": 284 + }, + { + "epoch": 2.6206896551724137, + "grad_norm": 0.014214356429874897, + "learning_rate": 5.387462103359655e-05, + "loss": 0.0084, + "step": 285 + }, + { + "epoch": 2.6206896551724137, + "eval_loss": 0.012128188274800777, + "eval_runtime": 7.6207, + "eval_samples_per_second": 6.561, + "eval_steps_per_second": 1.706, + "step": 285 + }, + { + "epoch": 2.6298850574712644, + "grad_norm": 0.02143423818051815, + "learning_rate": 5.355230511433651e-05, + "loss": 0.0109, + "step": 286 + }, + { + "epoch": 2.639080459770115, + "grad_norm": 0.016306888312101364, + "learning_rate": 5.32298407601999e-05, + "loss": 0.009, + "step": 287 + }, + { + "epoch": 2.6482758620689655, + "grad_norm": 0.015416650101542473, + "learning_rate": 5.290724144552379e-05, + "loss": 0.0091, + "step": 288 + }, + { + "epoch": 2.657471264367816, + "grad_norm": 0.018417850136756897, + "learning_rate": 5.258452065028473e-05, + "loss": 0.0096, + "step": 289 + }, + { + "epoch": 2.6666666666666665, + "grad_norm": 0.016621043905615807, + "learning_rate": 5.226169185953532e-05, + "loss": 0.0098, + "step": 290 + }, + { + "epoch": 2.6666666666666665, + "eval_loss": 0.01195099763572216, + "eval_runtime": 7.5972, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 290 + }, + { + "epoch": 2.6758620689655173, + "grad_norm": 0.016165705397725105, + "learning_rate": 5.193876856284085e-05, + "loss": 0.0088, + "step": 291 + }, + { + "epoch": 2.6850574712643676, + "grad_norm": 0.015073074027895927, + "learning_rate": 5.1615764253715536e-05, + "loss": 0.0089, + "step": 292 + }, + { + "epoch": 2.6942528735632183, + "grad_norm": 0.019986115396022797, + "learning_rate": 5.129269242905882e-05, + "loss": 0.0104, + "step": 293 + }, + { + "epoch": 2.703448275862069, + "grad_norm": 0.01431217696517706, + "learning_rate": 5.096956658859122e-05, + "loss": 0.0087, + "step": 294 + }, + { + "epoch": 2.7126436781609193, + "grad_norm": 0.0174038615077734, + "learning_rate": 5.064640023429043e-05, + "loss": 0.0097, + "step": 295 + }, + { + "epoch": 2.7126436781609193, + "eval_loss": 0.012155573815107346, + "eval_runtime": 7.6146, + "eval_samples_per_second": 6.566, + "eval_steps_per_second": 1.707, + "step": 295 + }, + { + "epoch": 2.72183908045977, + "grad_norm": 0.01756209135055542, + "learning_rate": 5.0323206869826966e-05, + "loss": 0.0095, + "step": 296 + }, + { + "epoch": 2.731034482758621, + "grad_norm": 0.018789948895573616, + "learning_rate": 5e-05, + "loss": 0.0094, + "step": 297 + }, + { + "epoch": 2.740229885057471, + "grad_norm": 0.01564960367977619, + "learning_rate": 4.967679313017303e-05, + "loss": 0.0079, + "step": 298 + }, + { + "epoch": 2.749425287356322, + "grad_norm": 0.015516403131186962, + "learning_rate": 4.9353599765709584e-05, + "loss": 0.0088, + "step": 299 + }, + { + "epoch": 2.7586206896551726, + "grad_norm": 0.017091600224375725, + "learning_rate": 4.903043341140879e-05, + "loss": 0.0093, + "step": 300 + }, + { + "epoch": 2.7586206896551726, + "eval_loss": 0.012067421339452267, + "eval_runtime": 7.6195, + "eval_samples_per_second": 6.562, + "eval_steps_per_second": 1.706, + "step": 300 + }, + { + "epoch": 2.767816091954023, + "grad_norm": 0.020157935097813606, + "learning_rate": 4.870730757094121e-05, + "loss": 0.0099, + "step": 301 + }, + { + "epoch": 2.7770114942528736, + "grad_norm": 0.016472700983285904, + "learning_rate": 4.8384235746284476e-05, + "loss": 0.0077, + "step": 302 + }, + { + "epoch": 2.7862068965517244, + "grad_norm": 0.016428852453827858, + "learning_rate": 4.806123143715916e-05, + "loss": 0.0084, + "step": 303 + }, + { + "epoch": 2.7954022988505747, + "grad_norm": 0.017473004758358, + "learning_rate": 4.7738308140464685e-05, + "loss": 0.0089, + "step": 304 + }, + { + "epoch": 2.8045977011494254, + "grad_norm": 0.015140421688556671, + "learning_rate": 4.7415479349715275e-05, + "loss": 0.0096, + "step": 305 + }, + { + "epoch": 2.8045977011494254, + "eval_loss": 0.011938001029193401, + "eval_runtime": 7.5857, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 305 + }, + { + "epoch": 2.8137931034482757, + "grad_norm": 0.01662864163517952, + "learning_rate": 4.709275855447621e-05, + "loss": 0.0091, + "step": 306 + }, + { + "epoch": 2.8229885057471265, + "grad_norm": 0.019283581525087357, + "learning_rate": 4.677015923980011e-05, + "loss": 0.0101, + "step": 307 + }, + { + "epoch": 2.8321839080459768, + "grad_norm": 0.016029009595513344, + "learning_rate": 4.6447694885663514e-05, + "loss": 0.009, + "step": 308 + }, + { + "epoch": 2.8413793103448275, + "grad_norm": 0.020449141040444374, + "learning_rate": 4.612537896640346e-05, + "loss": 0.0089, + "step": 309 + }, + { + "epoch": 2.8505747126436782, + "grad_norm": 0.017856908962130547, + "learning_rate": 4.5803224950154656e-05, + "loss": 0.0097, + "step": 310 + }, + { + "epoch": 2.8505747126436782, + "eval_loss": 0.01165664754807949, + "eval_runtime": 7.5917, + "eval_samples_per_second": 6.586, + "eval_steps_per_second": 1.712, + "step": 310 + }, + { + "epoch": 2.8597701149425285, + "grad_norm": 0.014575740322470665, + "learning_rate": 4.54812462982866e-05, + "loss": 0.0082, + "step": 311 + }, + { + "epoch": 2.8689655172413793, + "grad_norm": 0.017482686787843704, + "learning_rate": 4.515945646484105e-05, + "loss": 0.0105, + "step": 312 + }, + { + "epoch": 2.87816091954023, + "grad_norm": 0.014415116980671883, + "learning_rate": 4.4837868895969936e-05, + "loss": 0.0085, + "step": 313 + }, + { + "epoch": 2.8873563218390803, + "grad_norm": 0.01374480128288269, + "learning_rate": 4.451649702937342e-05, + "loss": 0.008, + "step": 314 + }, + { + "epoch": 2.896551724137931, + "grad_norm": 0.015432983636856079, + "learning_rate": 4.4195354293738484e-05, + "loss": 0.0101, + "step": 315 + }, + { + "epoch": 2.896551724137931, + "eval_loss": 0.011835181154310703, + "eval_runtime": 7.5858, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 315 + }, + { + "epoch": 2.905747126436782, + "grad_norm": 0.01638283021748066, + "learning_rate": 4.387445410817774e-05, + "loss": 0.0091, + "step": 316 + }, + { + "epoch": 2.914942528735632, + "grad_norm": 0.016213780269026756, + "learning_rate": 4.355380988166867e-05, + "loss": 0.0085, + "step": 317 + }, + { + "epoch": 2.924137931034483, + "grad_norm": 0.012681382708251476, + "learning_rate": 4.323343501249346e-05, + "loss": 0.0089, + "step": 318 + }, + { + "epoch": 2.9333333333333336, + "grad_norm": 0.01257992722094059, + "learning_rate": 4.2913342887678985e-05, + "loss": 0.0088, + "step": 319 + }, + { + "epoch": 2.942528735632184, + "grad_norm": 0.014623278751969337, + "learning_rate": 4.259354688243757e-05, + "loss": 0.0088, + "step": 320 + }, + { + "epoch": 2.942528735632184, + "eval_loss": 0.011810057796537876, + "eval_runtime": 7.5985, + "eval_samples_per_second": 6.58, + "eval_steps_per_second": 1.711, + "step": 320 + }, + { + "epoch": 2.9517241379310346, + "grad_norm": 0.016209494322538376, + "learning_rate": 4.227406035960798e-05, + "loss": 0.0093, + "step": 321 + }, + { + "epoch": 2.960919540229885, + "grad_norm": 0.013485006988048553, + "learning_rate": 4.195489666909713e-05, + "loss": 0.0081, + "step": 322 + }, + { + "epoch": 2.9701149425287356, + "grad_norm": 0.012734117917716503, + "learning_rate": 4.1636069147322246e-05, + "loss": 0.0072, + "step": 323 + }, + { + "epoch": 2.979310344827586, + "grad_norm": 0.02069373056292534, + "learning_rate": 4.131759111665349e-05, + "loss": 0.0094, + "step": 324 + }, + { + "epoch": 2.9885057471264367, + "grad_norm": 0.018109718337655067, + "learning_rate": 4.099947588485744e-05, + "loss": 0.0096, + "step": 325 + }, + { + "epoch": 2.9885057471264367, + "eval_loss": 0.011837408877909184, + "eval_runtime": 7.6092, + "eval_samples_per_second": 6.571, + "eval_steps_per_second": 1.708, + "step": 325 + }, + { + "epoch": 2.9977011494252874, + "grad_norm": 0.02106163091957569, + "learning_rate": 4.06817367445409e-05, + "loss": 0.0093, + "step": 326 + }, + { + "epoch": 3.0068965517241377, + "grad_norm": 0.013615073636174202, + "learning_rate": 4.036438697259551e-05, + "loss": 0.0072, + "step": 327 + }, + { + "epoch": 3.0160919540229885, + "grad_norm": 0.01178102008998394, + "learning_rate": 4.004743982964298e-05, + "loss": 0.0069, + "step": 328 + }, + { + "epoch": 3.025287356321839, + "grad_norm": 0.01662798412144184, + "learning_rate": 3.97309085594809e-05, + "loss": 0.0095, + "step": 329 + }, + { + "epoch": 3.0344827586206895, + "grad_norm": 0.016467638313770294, + "learning_rate": 3.941480638852948e-05, + "loss": 0.0078, + "step": 330 + }, + { + "epoch": 3.0344827586206895, + "eval_loss": 0.011860949918627739, + "eval_runtime": 7.5804, + "eval_samples_per_second": 6.596, + "eval_steps_per_second": 1.715, + "step": 330 + }, + { + "epoch": 3.0436781609195402, + "grad_norm": 0.01591646671295166, + "learning_rate": 3.909914652527871e-05, + "loss": 0.0073, + "step": 331 + }, + { + "epoch": 3.052873563218391, + "grad_norm": 0.01757364347577095, + "learning_rate": 3.878394215973663e-05, + "loss": 0.0074, + "step": 332 + }, + { + "epoch": 3.0620689655172413, + "grad_norm": 0.017451900988817215, + "learning_rate": 3.846920646287799e-05, + "loss": 0.0077, + "step": 333 + }, + { + "epoch": 3.071264367816092, + "grad_norm": 0.01796400360763073, + "learning_rate": 3.815495258609404e-05, + "loss": 0.0077, + "step": 334 + }, + { + "epoch": 3.0804597701149423, + "grad_norm": 0.01757225953042507, + "learning_rate": 3.784119366064293e-05, + "loss": 0.0064, + "step": 335 + }, + { + "epoch": 3.0804597701149423, + "eval_loss": 0.01191374659538269, + "eval_runtime": 7.5955, + "eval_samples_per_second": 6.583, + "eval_steps_per_second": 1.712, + "step": 335 + }, + { + "epoch": 3.089655172413793, + "grad_norm": 0.01832747273147106, + "learning_rate": 3.752794279710094e-05, + "loss": 0.007, + "step": 336 + }, + { + "epoch": 3.098850574712644, + "grad_norm": 0.018249882385134697, + "learning_rate": 3.721521308481482e-05, + "loss": 0.0083, + "step": 337 + }, + { + "epoch": 3.108045977011494, + "grad_norm": 0.017133980989456177, + "learning_rate": 3.6903017591354706e-05, + "loss": 0.0062, + "step": 338 + }, + { + "epoch": 3.117241379310345, + "grad_norm": 0.018890004605054855, + "learning_rate": 3.6591369361968124e-05, + "loss": 0.0068, + "step": 339 + }, + { + "epoch": 3.1264367816091956, + "grad_norm": 0.015423454344272614, + "learning_rate": 3.628028141903493e-05, + "loss": 0.0073, + "step": 340 + }, + { + "epoch": 3.1264367816091956, + "eval_loss": 0.01213847566395998, + "eval_runtime": 7.5868, + "eval_samples_per_second": 6.59, + "eval_steps_per_second": 1.713, + "step": 340 + }, + { + "epoch": 3.135632183908046, + "grad_norm": 0.015354766510426998, + "learning_rate": 3.596976676152306e-05, + "loss": 0.0074, + "step": 341 + }, + { + "epoch": 3.1448275862068966, + "grad_norm": 0.018978066742420197, + "learning_rate": 3.5659838364445505e-05, + "loss": 0.0071, + "step": 342 + }, + { + "epoch": 3.154022988505747, + "grad_norm": 0.021498536691069603, + "learning_rate": 3.535050917831797e-05, + "loss": 0.0072, + "step": 343 + }, + { + "epoch": 3.1632183908045977, + "grad_norm": 0.01662536896765232, + "learning_rate": 3.5041792128617927e-05, + "loss": 0.0063, + "step": 344 + }, + { + "epoch": 3.1724137931034484, + "grad_norm": 0.016221007332205772, + "learning_rate": 3.473370011524435e-05, + "loss": 0.0066, + "step": 345 + }, + { + "epoch": 3.1724137931034484, + "eval_loss": 0.012059099040925503, + "eval_runtime": 7.5892, + "eval_samples_per_second": 6.588, + "eval_steps_per_second": 1.713, + "step": 345 + }, + { + "epoch": 3.1816091954022987, + "grad_norm": 0.021475255489349365, + "learning_rate": 3.442624601197877e-05, + "loss": 0.0076, + "step": 346 + }, + { + "epoch": 3.1908045977011494, + "grad_norm": 0.015069660730659962, + "learning_rate": 3.4119442665947344e-05, + "loss": 0.0064, + "step": 347 + }, + { + "epoch": 3.2, + "grad_norm": 0.01803274266421795, + "learning_rate": 3.381330289708396e-05, + "loss": 0.0082, + "step": 348 + }, + { + "epoch": 3.2091954022988505, + "grad_norm": 0.01855016127228737, + "learning_rate": 3.350783949759462e-05, + "loss": 0.0072, + "step": 349 + }, + { + "epoch": 3.218390804597701, + "grad_norm": 0.017640260979533195, + "learning_rate": 3.3203065231422904e-05, + "loss": 0.0067, + "step": 350 + }, + { + "epoch": 3.218390804597701, + "eval_loss": 0.011746257543563843, + "eval_runtime": 7.5783, + "eval_samples_per_second": 6.598, + "eval_steps_per_second": 1.715, + "step": 350 + }, + { + "epoch": 3.227586206896552, + "grad_norm": 0.018065195530653, + "learning_rate": 3.289899283371657e-05, + "loss": 0.0082, + "step": 351 + }, + { + "epoch": 3.2367816091954023, + "grad_norm": 0.01586788520216942, + "learning_rate": 3.2595635010295475e-05, + "loss": 0.007, + "step": 352 + }, + { + "epoch": 3.245977011494253, + "grad_norm": 0.01758764311671257, + "learning_rate": 3.2293004437120624e-05, + "loss": 0.0073, + "step": 353 + }, + { + "epoch": 3.2551724137931033, + "grad_norm": 0.018066026270389557, + "learning_rate": 3.199111375976449e-05, + "loss": 0.0075, + "step": 354 + }, + { + "epoch": 3.264367816091954, + "grad_norm": 0.02090166136622429, + "learning_rate": 3.1689975592882603e-05, + "loss": 0.007, + "step": 355 + }, + { + "epoch": 3.264367816091954, + "eval_loss": 0.011750459671020508, + "eval_runtime": 7.5842, + "eval_samples_per_second": 6.593, + "eval_steps_per_second": 1.714, + "step": 355 + }, + { + "epoch": 3.2735632183908048, + "grad_norm": 0.0185533594340086, + "learning_rate": 3.1389602519686515e-05, + "loss": 0.0078, + "step": 356 + }, + { + "epoch": 3.282758620689655, + "grad_norm": 0.018230192363262177, + "learning_rate": 3.109000709141788e-05, + "loss": 0.007, + "step": 357 + }, + { + "epoch": 3.291954022988506, + "grad_norm": 0.016010766848921776, + "learning_rate": 3.079120182682412e-05, + "loss": 0.0061, + "step": 358 + }, + { + "epoch": 3.301149425287356, + "grad_norm": 0.019986698403954506, + "learning_rate": 3.049319921163526e-05, + "loss": 0.0085, + "step": 359 + }, + { + "epoch": 3.310344827586207, + "grad_norm": 0.01619451493024826, + "learning_rate": 3.019601169804216e-05, + "loss": 0.0072, + "step": 360 + }, + { + "epoch": 3.310344827586207, + "eval_loss": 0.011605262756347656, + "eval_runtime": 7.5872, + "eval_samples_per_second": 6.59, + "eval_steps_per_second": 1.713, + "step": 360 + }, + { + "epoch": 3.3195402298850576, + "grad_norm": 0.017471255734562874, + "learning_rate": 2.9899651704176325e-05, + "loss": 0.0075, + "step": 361 + }, + { + "epoch": 3.328735632183908, + "grad_norm": 0.015944065526127815, + "learning_rate": 2.9604131613590824e-05, + "loss": 0.0059, + "step": 362 + }, + { + "epoch": 3.3379310344827586, + "grad_norm": 0.02053840085864067, + "learning_rate": 2.9309463774743046e-05, + "loss": 0.0068, + "step": 363 + }, + { + "epoch": 3.3471264367816094, + "grad_norm": 0.022107843309640884, + "learning_rate": 2.901566050047855e-05, + "loss": 0.0076, + "step": 364 + }, + { + "epoch": 3.3563218390804597, + "grad_norm": 0.022166235372424126, + "learning_rate": 2.872273406751664e-05, + "loss": 0.0074, + "step": 365 + }, + { + "epoch": 3.3563218390804597, + "eval_loss": 0.011744478717446327, + "eval_runtime": 7.5789, + "eval_samples_per_second": 6.597, + "eval_steps_per_second": 1.715, + "step": 365 + }, + { + "epoch": 3.3655172413793104, + "grad_norm": 0.018682653084397316, + "learning_rate": 2.8430696715937337e-05, + "loss": 0.007, + "step": 366 + }, + { + "epoch": 3.374712643678161, + "grad_norm": 0.023426858708262444, + "learning_rate": 2.8139560648669962e-05, + "loss": 0.0062, + "step": 367 + }, + { + "epoch": 3.3839080459770114, + "grad_norm": 0.019427569583058357, + "learning_rate": 2.7849338030983257e-05, + "loss": 0.0065, + "step": 368 + }, + { + "epoch": 3.393103448275862, + "grad_norm": 0.015961861237883568, + "learning_rate": 2.7560040989976892e-05, + "loss": 0.0062, + "step": 369 + }, + { + "epoch": 3.4022988505747125, + "grad_norm": 0.018800493329763412, + "learning_rate": 2.7271681614074973e-05, + "loss": 0.0067, + "step": 370 + }, + { + "epoch": 3.4022988505747125, + "eval_loss": 0.011655151844024658, + "eval_runtime": 7.5992, + "eval_samples_per_second": 6.58, + "eval_steps_per_second": 1.711, + "step": 370 + }, + { + "epoch": 3.4114942528735632, + "grad_norm": 0.02263784408569336, + "learning_rate": 2.6984271952520722e-05, + "loss": 0.0074, + "step": 371 + }, + { + "epoch": 3.420689655172414, + "grad_norm": 0.01691795513033867, + "learning_rate": 2.6697824014873075e-05, + "loss": 0.0069, + "step": 372 + }, + { + "epoch": 3.4298850574712643, + "grad_norm": 0.016610443592071533, + "learning_rate": 2.641234977050484e-05, + "loss": 0.007, + "step": 373 + }, + { + "epoch": 3.439080459770115, + "grad_norm": 0.013923544436693192, + "learning_rate": 2.612786114810255e-05, + "loss": 0.006, + "step": 374 + }, + { + "epoch": 3.4482758620689653, + "grad_norm": 0.016392454504966736, + "learning_rate": 2.5844370035168073e-05, + "loss": 0.0072, + "step": 375 + }, + { + "epoch": 3.4482758620689653, + "eval_loss": 0.01167826447635889, + "eval_runtime": 7.5952, + "eval_samples_per_second": 6.583, + "eval_steps_per_second": 1.712, + "step": 375 + }, + { + "epoch": 3.457471264367816, + "grad_norm": 0.017350174486637115, + "learning_rate": 2.5561888277521794e-05, + "loss": 0.0073, + "step": 376 + }, + { + "epoch": 3.466666666666667, + "grad_norm": 0.016711924225091934, + "learning_rate": 2.528042767880766e-05, + "loss": 0.0063, + "step": 377 + }, + { + "epoch": 3.475862068965517, + "grad_norm": 0.019175494089722633, + "learning_rate": 2.500000000000001e-05, + "loss": 0.0073, + "step": 378 + }, + { + "epoch": 3.485057471264368, + "grad_norm": 0.018161507323384285, + "learning_rate": 2.4720616958912053e-05, + "loss": 0.0077, + "step": 379 + }, + { + "epoch": 3.4942528735632186, + "grad_norm": 0.017984988167881966, + "learning_rate": 2.4442290229706344e-05, + "loss": 0.0069, + "step": 380 + }, + { + "epoch": 3.4942528735632186, + "eval_loss": 0.011730669066309929, + "eval_runtime": 7.5885, + "eval_samples_per_second": 6.589, + "eval_steps_per_second": 1.713, + "step": 380 + }, + { + "epoch": 3.503448275862069, + "grad_norm": 0.016771584749221802, + "learning_rate": 2.4165031442406855e-05, + "loss": 0.0066, + "step": 381 + }, + { + "epoch": 3.5126436781609196, + "grad_norm": 0.016384167596697807, + "learning_rate": 2.3888852182413085e-05, + "loss": 0.0068, + "step": 382 + }, + { + "epoch": 3.5218390804597703, + "grad_norm": 0.016403399407863617, + "learning_rate": 2.361376399001592e-05, + "loss": 0.0069, + "step": 383 + }, + { + "epoch": 3.5310344827586206, + "grad_norm": 0.017848780378699303, + "learning_rate": 2.333977835991545e-05, + "loss": 0.0077, + "step": 384 + }, + { + "epoch": 3.5402298850574714, + "grad_norm": 0.02174249291419983, + "learning_rate": 2.3066906740740623e-05, + "loss": 0.0076, + "step": 385 + }, + { + "epoch": 3.5402298850574714, + "eval_loss": 0.011591249145567417, + "eval_runtime": 7.5857, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 385 + }, + { + "epoch": 3.5494252873563217, + "grad_norm": 0.018354855477809906, + "learning_rate": 2.2795160534570864e-05, + "loss": 0.0073, + "step": 386 + }, + { + "epoch": 3.5586206896551724, + "grad_norm": 0.01478376891463995, + "learning_rate": 2.25245510964597e-05, + "loss": 0.0067, + "step": 387 + }, + { + "epoch": 3.5678160919540227, + "grad_norm": 0.020804837346076965, + "learning_rate": 2.225508973396016e-05, + "loss": 0.0066, + "step": 388 + }, + { + "epoch": 3.5770114942528735, + "grad_norm": 0.017460566014051437, + "learning_rate": 2.198678770665238e-05, + "loss": 0.0062, + "step": 389 + }, + { + "epoch": 3.586206896551724, + "grad_norm": 0.01834852248430252, + "learning_rate": 2.171965622567308e-05, + "loss": 0.0068, + "step": 390 + }, + { + "epoch": 3.586206896551724, + "eval_loss": 0.011386090889573097, + "eval_runtime": 7.5843, + "eval_samples_per_second": 6.593, + "eval_steps_per_second": 1.714, + "step": 390 + }, + { + "epoch": 3.5954022988505745, + "grad_norm": 0.015800220891833305, + "learning_rate": 2.1453706453247087e-05, + "loss": 0.0064, + "step": 391 + }, + { + "epoch": 3.6045977011494252, + "grad_norm": 0.017407681792974472, + "learning_rate": 2.1188949502220983e-05, + "loss": 0.0073, + "step": 392 + }, + { + "epoch": 3.613793103448276, + "grad_norm": 0.01731077767908573, + "learning_rate": 2.0925396435598664e-05, + "loss": 0.0063, + "step": 393 + }, + { + "epoch": 3.6229885057471263, + "grad_norm": 0.01906469836831093, + "learning_rate": 2.066305826607911e-05, + "loss": 0.0077, + "step": 394 + }, + { + "epoch": 3.632183908045977, + "grad_norm": 0.017172574996948242, + "learning_rate": 2.0401945955596206e-05, + "loss": 0.0074, + "step": 395 + }, + { + "epoch": 3.632183908045977, + "eval_loss": 0.011461833491921425, + "eval_runtime": 7.6124, + "eval_samples_per_second": 6.568, + "eval_steps_per_second": 1.708, + "step": 395 + }, + { + "epoch": 3.6413793103448278, + "grad_norm": 0.019811954349279404, + "learning_rate": 2.0142070414860704e-05, + "loss": 0.0077, + "step": 396 + }, + { + "epoch": 3.650574712643678, + "grad_norm": 0.01807416044175625, + "learning_rate": 1.9883442502904283e-05, + "loss": 0.0075, + "step": 397 + }, + { + "epoch": 3.659770114942529, + "grad_norm": 0.021201424300670624, + "learning_rate": 1.9626073026625818e-05, + "loss": 0.0077, + "step": 398 + }, + { + "epoch": 3.6689655172413795, + "grad_norm": 0.01894940622150898, + "learning_rate": 1.936997274033986e-05, + "loss": 0.0062, + "step": 399 + }, + { + "epoch": 3.67816091954023, + "grad_norm": 0.016950421035289764, + "learning_rate": 1.9115152345327152e-05, + "loss": 0.0065, + "step": 400 + }, + { + "epoch": 3.67816091954023, + "eval_loss": 0.011437707580626011, + "eval_runtime": 7.6082, + "eval_samples_per_second": 6.572, + "eval_steps_per_second": 1.709, + "step": 400 + }, + { + "epoch": 3.6873563218390806, + "grad_norm": 0.01757856458425522, + "learning_rate": 1.8861622489387555e-05, + "loss": 0.0062, + "step": 401 + }, + { + "epoch": 3.696551724137931, + "grad_norm": 0.020201781764626503, + "learning_rate": 1.8609393766395085e-05, + "loss": 0.0079, + "step": 402 + }, + { + "epoch": 3.7057471264367816, + "grad_norm": 0.015953106805682182, + "learning_rate": 1.835847671585526e-05, + "loss": 0.0068, + "step": 403 + }, + { + "epoch": 3.714942528735632, + "grad_norm": 0.018131552264094353, + "learning_rate": 1.8108881822464696e-05, + "loss": 0.0066, + "step": 404 + }, + { + "epoch": 3.7241379310344827, + "grad_norm": 0.018745753914117813, + "learning_rate": 1.7860619515673033e-05, + "loss": 0.007, + "step": 405 + }, + { + "epoch": 3.7241379310344827, + "eval_loss": 0.011230139061808586, + "eval_runtime": 7.5892, + "eval_samples_per_second": 6.588, + "eval_steps_per_second": 1.713, + "step": 405 + }, + { + "epoch": 3.7333333333333334, + "grad_norm": 0.019100049510598183, + "learning_rate": 1.7613700169247056e-05, + "loss": 0.0078, + "step": 406 + }, + { + "epoch": 3.7425287356321837, + "grad_norm": 0.018397876992821693, + "learning_rate": 1.7368134100837287e-05, + "loss": 0.0077, + "step": 407 + }, + { + "epoch": 3.7517241379310344, + "grad_norm": 0.01846805214881897, + "learning_rate": 1.7123931571546827e-05, + "loss": 0.0073, + "step": 408 + }, + { + "epoch": 3.760919540229885, + "grad_norm": 0.019604753702878952, + "learning_rate": 1.6881102785502616e-05, + "loss": 0.0081, + "step": 409 + }, + { + "epoch": 3.7701149425287355, + "grad_norm": 0.019953811541199684, + "learning_rate": 1.6639657889429018e-05, + "loss": 0.0064, + "step": 410 + }, + { + "epoch": 3.7701149425287355, + "eval_loss": 0.01116408035159111, + "eval_runtime": 7.6015, + "eval_samples_per_second": 6.578, + "eval_steps_per_second": 1.71, + "step": 410 + }, + { + "epoch": 3.779310344827586, + "grad_norm": 0.018632952123880386, + "learning_rate": 1.639960697222388e-05, + "loss": 0.0063, + "step": 411 + }, + { + "epoch": 3.788505747126437, + "grad_norm": 0.018017446622252464, + "learning_rate": 1.6160960064536908e-05, + "loss": 0.0074, + "step": 412 + }, + { + "epoch": 3.7977011494252872, + "grad_norm": 0.016660140827298164, + "learning_rate": 1.592372713835055e-05, + "loss": 0.0068, + "step": 413 + }, + { + "epoch": 3.806896551724138, + "grad_norm": 0.016572022810578346, + "learning_rate": 1.5687918106563326e-05, + "loss": 0.007, + "step": 414 + }, + { + "epoch": 3.8160919540229887, + "grad_norm": 0.017351387068629265, + "learning_rate": 1.545354282257562e-05, + "loss": 0.0073, + "step": 415 + }, + { + "epoch": 3.8160919540229887, + "eval_loss": 0.011113017797470093, + "eval_runtime": 7.5996, + "eval_samples_per_second": 6.579, + "eval_steps_per_second": 1.711, + "step": 415 + }, + { + "epoch": 3.825287356321839, + "grad_norm": 0.017648274078965187, + "learning_rate": 1.52206110798779e-05, + "loss": 0.0058, + "step": 416 + }, + { + "epoch": 3.8344827586206898, + "grad_norm": 0.019093746319413185, + "learning_rate": 1.4989132611641576e-05, + "loss": 0.0071, + "step": 417 + }, + { + "epoch": 3.84367816091954, + "grad_norm": 0.0174701064825058, + "learning_rate": 1.4759117090312197e-05, + "loss": 0.0061, + "step": 418 + }, + { + "epoch": 3.852873563218391, + "grad_norm": 0.01850154623389244, + "learning_rate": 1.453057412720536e-05, + "loss": 0.0067, + "step": 419 + }, + { + "epoch": 3.862068965517241, + "grad_norm": 0.01711280085146427, + "learning_rate": 1.4303513272105057e-05, + "loss": 0.0065, + "step": 420 + }, + { + "epoch": 3.862068965517241, + "eval_loss": 0.011265527456998825, + "eval_runtime": 7.5976, + "eval_samples_per_second": 6.581, + "eval_steps_per_second": 1.711, + "step": 420 + }, + { + "epoch": 3.871264367816092, + "grad_norm": 0.019471535459160805, + "learning_rate": 1.4077944012864636e-05, + "loss": 0.0072, + "step": 421 + }, + { + "epoch": 3.8804597701149426, + "grad_norm": 0.020510006695985794, + "learning_rate": 1.3853875775010355e-05, + "loss": 0.0078, + "step": 422 + }, + { + "epoch": 3.889655172413793, + "grad_norm": 0.021030457690358162, + "learning_rate": 1.3631317921347563e-05, + "loss": 0.007, + "step": 423 + }, + { + "epoch": 3.8988505747126436, + "grad_norm": 0.01627511717379093, + "learning_rate": 1.3410279751569399e-05, + "loss": 0.0066, + "step": 424 + }, + { + "epoch": 3.9080459770114944, + "grad_norm": 0.018043728545308113, + "learning_rate": 1.3190770501868243e-05, + "loss": 0.0069, + "step": 425 + }, + { + "epoch": 3.9080459770114944, + "eval_loss": 0.011119170114398003, + "eval_runtime": 7.5908, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 425 + }, + { + "epoch": 3.9172413793103447, + "grad_norm": 0.01714397221803665, + "learning_rate": 1.297279934454978e-05, + "loss": 0.007, + "step": 426 + }, + { + "epoch": 3.9264367816091954, + "grad_norm": 0.017846615985035896, + "learning_rate": 1.2756375387649716e-05, + "loss": 0.007, + "step": 427 + }, + { + "epoch": 3.935632183908046, + "grad_norm": 0.01910008303821087, + "learning_rate": 1.25415076745532e-05, + "loss": 0.0069, + "step": 428 + }, + { + "epoch": 3.9448275862068964, + "grad_norm": 0.015933765098452568, + "learning_rate": 1.2328205183616965e-05, + "loss": 0.0064, + "step": 429 + }, + { + "epoch": 3.954022988505747, + "grad_norm": 0.018724463880062103, + "learning_rate": 1.2116476827794104e-05, + "loss": 0.0065, + "step": 430 + }, + { + "epoch": 3.954022988505747, + "eval_loss": 0.01107843779027462, + "eval_runtime": 7.5853, + "eval_samples_per_second": 6.592, + "eval_steps_per_second": 1.714, + "step": 430 + }, + { + "epoch": 3.963218390804598, + "grad_norm": 0.018081670626997948, + "learning_rate": 1.1906331454261704e-05, + "loss": 0.006, + "step": 431 + }, + { + "epoch": 3.972413793103448, + "grad_norm": 0.023170167580246925, + "learning_rate": 1.1697777844051105e-05, + "loss": 0.0071, + "step": 432 + }, + { + "epoch": 3.981609195402299, + "grad_norm": 0.017531078308820724, + "learning_rate": 1.1490824711681025e-05, + "loss": 0.0068, + "step": 433 + }, + { + "epoch": 3.9908045977011493, + "grad_norm": 0.018324997276067734, + "learning_rate": 1.1285480704793377e-05, + "loss": 0.0068, + "step": 434 + }, + { + "epoch": 4.0, + "grad_norm": 0.020008638501167297, + "learning_rate": 1.1081754403791999e-05, + "loss": 0.0076, + "step": 435 + }, + { + "epoch": 4.0, + "eval_loss": 0.0111029502004385, + "eval_runtime": 7.5917, + "eval_samples_per_second": 6.586, + "eval_steps_per_second": 1.712, + "step": 435 + }, + { + "epoch": 4.00919540229885, + "grad_norm": 0.014917205087840557, + "learning_rate": 1.0879654321484012e-05, + "loss": 0.0051, + "step": 436 + }, + { + "epoch": 4.0183908045977015, + "grad_norm": 0.014704613946378231, + "learning_rate": 1.0679188902724191e-05, + "loss": 0.0051, + "step": 437 + }, + { + "epoch": 4.027586206896552, + "grad_norm": 0.01385421585291624, + "learning_rate": 1.0480366524062042e-05, + "loss": 0.0052, + "step": 438 + }, + { + "epoch": 4.036781609195402, + "grad_norm": 0.017096884548664093, + "learning_rate": 1.0283195493391823e-05, + "loss": 0.006, + "step": 439 + }, + { + "epoch": 4.045977011494253, + "grad_norm": 0.020865080878138542, + "learning_rate": 1.008768404960535e-05, + "loss": 0.0047, + "step": 440 + }, + { + "epoch": 4.045977011494253, + "eval_loss": 0.011515479534864426, + "eval_runtime": 7.5882, + "eval_samples_per_second": 6.589, + "eval_steps_per_second": 1.713, + "step": 440 + }, + { + "epoch": 4.055172413793104, + "grad_norm": 0.016257256269454956, + "learning_rate": 9.893840362247809e-06, + "loss": 0.0051, + "step": 441 + }, + { + "epoch": 4.064367816091954, + "grad_norm": 0.01711389049887657, + "learning_rate": 9.701672531176286e-06, + "loss": 0.0056, + "step": 442 + }, + { + "epoch": 4.073563218390804, + "grad_norm": 0.018976813182234764, + "learning_rate": 9.511188586221376e-06, + "loss": 0.0056, + "step": 443 + }, + { + "epoch": 4.082758620689655, + "grad_norm": 0.016858583316206932, + "learning_rate": 9.322396486851626e-06, + "loss": 0.0051, + "step": 444 + }, + { + "epoch": 4.091954022988506, + "grad_norm": 0.016142934560775757, + "learning_rate": 9.135304121840976e-06, + "loss": 0.0053, + "step": 445 + }, + { + "epoch": 4.091954022988506, + "eval_loss": 0.01191615965217352, + "eval_runtime": 7.5902, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 445 + }, + { + "epoch": 4.101149425287356, + "grad_norm": 0.024709809571504593, + "learning_rate": 8.949919308939082e-06, + "loss": 0.0058, + "step": 446 + }, + { + "epoch": 4.110344827586207, + "grad_norm": 0.015532772988080978, + "learning_rate": 8.766249794544662e-06, + "loss": 0.0052, + "step": 447 + }, + { + "epoch": 4.119540229885057, + "grad_norm": 0.015922829508781433, + "learning_rate": 8.584303253381847e-06, + "loss": 0.0057, + "step": 448 + }, + { + "epoch": 4.128735632183908, + "grad_norm": 0.024093857035040855, + "learning_rate": 8.404087288179424e-06, + "loss": 0.0052, + "step": 449 + }, + { + "epoch": 4.137931034482759, + "grad_norm": 0.018626809120178223, + "learning_rate": 8.225609429353187e-06, + "loss": 0.0053, + "step": 450 + }, + { + "epoch": 4.137931034482759, + "eval_loss": 0.011974362656474113, + "eval_runtime": 7.6303, + "eval_samples_per_second": 6.553, + "eval_steps_per_second": 1.704, + "step": 450 + }, + { + "epoch": 4.147126436781609, + "grad_norm": 0.02421395108103752, + "learning_rate": 8.048877134691268e-06, + "loss": 0.0067, + "step": 451 + }, + { + "epoch": 4.1563218390804595, + "grad_norm": 0.019452223554253578, + "learning_rate": 7.873897789042523e-06, + "loss": 0.0055, + "step": 452 + }, + { + "epoch": 4.165517241379311, + "grad_norm": 0.01944682002067566, + "learning_rate": 7.700678704007947e-06, + "loss": 0.0051, + "step": 453 + }, + { + "epoch": 4.174712643678161, + "grad_norm": 0.0154283307492733, + "learning_rate": 7.529227117635135e-06, + "loss": 0.0053, + "step": 454 + }, + { + "epoch": 4.183908045977011, + "grad_norm": 0.02008649706840515, + "learning_rate": 7.35955019411585e-06, + "loss": 0.0055, + "step": 455 + }, + { + "epoch": 4.183908045977011, + "eval_loss": 0.01187676191329956, + "eval_runtime": 7.6617, + "eval_samples_per_second": 6.526, + "eval_steps_per_second": 1.697, + "step": 455 + }, + { + "epoch": 4.1931034482758625, + "grad_norm": 0.01813184656202793, + "learning_rate": 7.191655023486682e-06, + "loss": 0.0054, + "step": 456 + }, + { + "epoch": 4.202298850574713, + "grad_norm": 0.019368577748537064, + "learning_rate": 7.02554862133275e-06, + "loss": 0.0067, + "step": 457 + }, + { + "epoch": 4.211494252873563, + "grad_norm": 0.02604977786540985, + "learning_rate": 6.861237928494579e-06, + "loss": 0.0044, + "step": 458 + }, + { + "epoch": 4.220689655172414, + "grad_norm": 0.016761422157287598, + "learning_rate": 6.698729810778065e-06, + "loss": 0.0053, + "step": 459 + }, + { + "epoch": 4.2298850574712645, + "grad_norm": 0.015887631103396416, + "learning_rate": 6.53803105866761e-06, + "loss": 0.0053, + "step": 460 + }, + { + "epoch": 4.2298850574712645, + "eval_loss": 0.011668752878904343, + "eval_runtime": 7.5746, + "eval_samples_per_second": 6.601, + "eval_steps_per_second": 1.716, + "step": 460 + }, + { + "epoch": 4.239080459770115, + "grad_norm": 0.020124757662415504, + "learning_rate": 6.379148387042316e-06, + "loss": 0.0045, + "step": 461 + }, + { + "epoch": 4.248275862068965, + "grad_norm": 0.015533823519945145, + "learning_rate": 6.222088434895462e-06, + "loss": 0.0045, + "step": 462 + }, + { + "epoch": 4.257471264367816, + "grad_norm": 0.01983262039721012, + "learning_rate": 6.066857765057055e-06, + "loss": 0.0057, + "step": 463 + }, + { + "epoch": 4.266666666666667, + "grad_norm": 0.01795038767158985, + "learning_rate": 5.9134628639196e-06, + "loss": 0.0058, + "step": 464 + }, + { + "epoch": 4.275862068965517, + "grad_norm": 0.021382272243499756, + "learning_rate": 5.7619101411671095e-06, + "loss": 0.0053, + "step": 465 + }, + { + "epoch": 4.275862068965517, + "eval_loss": 0.011690051294863224, + "eval_runtime": 7.6002, + "eval_samples_per_second": 6.579, + "eval_steps_per_second": 1.71, + "step": 465 + }, + { + "epoch": 4.285057471264368, + "grad_norm": 0.019680311903357506, + "learning_rate": 5.6122059295072085e-06, + "loss": 0.0055, + "step": 466 + }, + { + "epoch": 4.294252873563218, + "grad_norm": 0.018579309806227684, + "learning_rate": 5.464356484406535e-06, + "loss": 0.0047, + "step": 467 + }, + { + "epoch": 4.303448275862069, + "grad_norm": 0.020488621667027473, + "learning_rate": 5.318367983829392e-06, + "loss": 0.0061, + "step": 468 + }, + { + "epoch": 4.31264367816092, + "grad_norm": 0.018219981342554092, + "learning_rate": 5.174246527979531e-06, + "loss": 0.005, + "step": 469 + }, + { + "epoch": 4.32183908045977, + "grad_norm": 0.01655331440269947, + "learning_rate": 5.031998139045352e-06, + "loss": 0.0053, + "step": 470 + }, + { + "epoch": 4.32183908045977, + "eval_loss": 0.011675745248794556, + "eval_runtime": 7.6014, + "eval_samples_per_second": 6.578, + "eval_steps_per_second": 1.71, + "step": 470 + }, + { + "epoch": 4.3310344827586205, + "grad_norm": 0.01707630045711994, + "learning_rate": 4.891628760948114e-06, + "loss": 0.0047, + "step": 471 + }, + { + "epoch": 4.340229885057472, + "grad_norm": 0.015081142075359821, + "learning_rate": 4.7531442590937335e-06, + "loss": 0.0054, + "step": 472 + }, + { + "epoch": 4.349425287356322, + "grad_norm": 0.021828968077898026, + "learning_rate": 4.616550420127563e-06, + "loss": 0.0052, + "step": 473 + }, + { + "epoch": 4.358620689655172, + "grad_norm": 0.01851847767829895, + "learning_rate": 4.4818529516926726e-06, + "loss": 0.006, + "step": 474 + }, + { + "epoch": 4.3678160919540225, + "grad_norm": 0.01676092855632305, + "learning_rate": 4.349057482191299e-06, + "loss": 0.0058, + "step": 475 + }, + { + "epoch": 4.3678160919540225, + "eval_loss": 0.011636043898761272, + "eval_runtime": 7.5917, + "eval_samples_per_second": 6.586, + "eval_steps_per_second": 1.712, + "step": 475 + }, + { + "epoch": 4.377011494252874, + "grad_norm": 0.018017876893281937, + "learning_rate": 4.218169560549706e-06, + "loss": 0.0055, + "step": 476 + }, + { + "epoch": 4.386206896551724, + "grad_norm": 0.018705466762185097, + "learning_rate": 4.089194655986306e-06, + "loss": 0.005, + "step": 477 + }, + { + "epoch": 4.395402298850574, + "grad_norm": 0.016500435769557953, + "learning_rate": 3.962138157783085e-06, + "loss": 0.0044, + "step": 478 + }, + { + "epoch": 4.4045977011494255, + "grad_norm": 0.016678597778081894, + "learning_rate": 3.837005375060482e-06, + "loss": 0.0049, + "step": 479 + }, + { + "epoch": 4.413793103448276, + "grad_norm": 0.01764843426644802, + "learning_rate": 3.7138015365554833e-06, + "loss": 0.0053, + "step": 480 + }, + { + "epoch": 4.413793103448276, + "eval_loss": 0.011646818369626999, + "eval_runtime": 7.5865, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 480 + }, + { + "epoch": 4.422988505747126, + "grad_norm": 0.018464326858520508, + "learning_rate": 3.5925317904031587e-06, + "loss": 0.0046, + "step": 481 + }, + { + "epoch": 4.432183908045977, + "grad_norm": 0.016741527244448662, + "learning_rate": 3.4732012039215776e-06, + "loss": 0.0051, + "step": 482 + }, + { + "epoch": 4.441379310344828, + "grad_norm": 0.015406622551381588, + "learning_rate": 3.3558147633999728e-06, + "loss": 0.0051, + "step": 483 + }, + { + "epoch": 4.450574712643678, + "grad_norm": 0.018325865268707275, + "learning_rate": 3.2403773738905187e-06, + "loss": 0.0049, + "step": 484 + }, + { + "epoch": 4.459770114942529, + "grad_norm": 0.01707405038177967, + "learning_rate": 3.126893859003249e-06, + "loss": 0.0053, + "step": 485 + }, + { + "epoch": 4.459770114942529, + "eval_loss": 0.011750674806535244, + "eval_runtime": 7.5766, + "eval_samples_per_second": 6.599, + "eval_steps_per_second": 1.716, + "step": 485 + }, + { + "epoch": 4.468965517241379, + "grad_norm": 0.01917904056608677, + "learning_rate": 3.0153689607045845e-06, + "loss": 0.0051, + "step": 486 + }, + { + "epoch": 4.47816091954023, + "grad_norm": 0.02045316807925701, + "learning_rate": 2.9058073391191375e-06, + "loss": 0.0054, + "step": 487 + }, + { + "epoch": 4.487356321839081, + "grad_norm": 0.017735499888658524, + "learning_rate": 2.798213572335001e-06, + "loss": 0.0061, + "step": 488 + }, + { + "epoch": 4.496551724137931, + "grad_norm": 0.01793784834444523, + "learning_rate": 2.692592156212487e-06, + "loss": 0.0063, + "step": 489 + }, + { + "epoch": 4.505747126436781, + "grad_norm": 0.01671445369720459, + "learning_rate": 2.5889475041961765e-06, + "loss": 0.0051, + "step": 490 + }, + { + "epoch": 4.505747126436781, + "eval_loss": 0.011716877110302448, + "eval_runtime": 7.5908, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 490 + }, + { + "epoch": 4.514942528735633, + "grad_norm": 0.01827097497880459, + "learning_rate": 2.4872839471306084e-06, + "loss": 0.0052, + "step": 491 + }, + { + "epoch": 4.524137931034483, + "grad_norm": 0.018106255680322647, + "learning_rate": 2.3876057330792346e-06, + "loss": 0.0061, + "step": 492 + }, + { + "epoch": 4.533333333333333, + "grad_norm": 0.021528033539652824, + "learning_rate": 2.2899170271469428e-06, + "loss": 0.0057, + "step": 493 + }, + { + "epoch": 4.5425287356321835, + "grad_norm": 0.018092922866344452, + "learning_rate": 2.1942219113060212e-06, + "loss": 0.0045, + "step": 494 + }, + { + "epoch": 4.551724137931035, + "grad_norm": 0.018459059298038483, + "learning_rate": 2.100524384225555e-06, + "loss": 0.0053, + "step": 495 + }, + { + "epoch": 4.551724137931035, + "eval_loss": 0.011710132472217083, + "eval_runtime": 7.5789, + "eval_samples_per_second": 6.597, + "eval_steps_per_second": 1.715, + "step": 495 + }, + { + "epoch": 4.560919540229885, + "grad_norm": 0.018115947023034096, + "learning_rate": 2.0088283611044036e-06, + "loss": 0.005, + "step": 496 + }, + { + "epoch": 4.570114942528735, + "grad_norm": 0.021283112466335297, + "learning_rate": 1.9191376735075427e-06, + "loss": 0.0051, + "step": 497 + }, + { + "epoch": 4.5793103448275865, + "grad_norm": 0.019610431045293808, + "learning_rate": 1.8314560692059835e-06, + "loss": 0.0051, + "step": 498 + }, + { + "epoch": 4.588505747126437, + "grad_norm": 0.02000650204718113, + "learning_rate": 1.7457872120201779e-06, + "loss": 0.0049, + "step": 499 + }, + { + "epoch": 4.597701149425287, + "grad_norm": 0.019521350041031837, + "learning_rate": 1.6621346816668992e-06, + "loss": 0.0059, + "step": 500 + }, + { + "epoch": 4.597701149425287, + "eval_loss": 0.01169579103589058, + "eval_runtime": 7.5788, + "eval_samples_per_second": 6.597, + "eval_steps_per_second": 1.715, + "step": 500 + }, + { + "epoch": 4.606896551724138, + "grad_norm": 0.019491534680128098, + "learning_rate": 1.5805019736097104e-06, + "loss": 0.0058, + "step": 501 + }, + { + "epoch": 4.6160919540229886, + "grad_norm": 0.01981920190155506, + "learning_rate": 1.5008924989128258e-06, + "loss": 0.0058, + "step": 502 + }, + { + "epoch": 4.625287356321839, + "grad_norm": 0.01777651347219944, + "learning_rate": 1.4233095840986753e-06, + "loss": 0.0055, + "step": 503 + }, + { + "epoch": 4.63448275862069, + "grad_norm": 0.019680196419358253, + "learning_rate": 1.3477564710088098e-06, + "loss": 0.0049, + "step": 504 + }, + { + "epoch": 4.64367816091954, + "grad_norm": 0.01789335533976555, + "learning_rate": 1.2742363166685034e-06, + "loss": 0.0055, + "step": 505 + }, + { + "epoch": 4.64367816091954, + "eval_loss": 0.011671243235468864, + "eval_runtime": 7.6173, + "eval_samples_per_second": 6.564, + "eval_steps_per_second": 1.707, + "step": 505 + }, + { + "epoch": 4.652873563218391, + "grad_norm": 0.01689436286687851, + "learning_rate": 1.2027521931548214e-06, + "loss": 0.0045, + "step": 506 + }, + { + "epoch": 4.662068965517241, + "grad_norm": 0.016485173255205154, + "learning_rate": 1.1333070874682216e-06, + "loss": 0.0055, + "step": 507 + }, + { + "epoch": 4.671264367816092, + "grad_norm": 0.02044127695262432, + "learning_rate": 1.0659039014077944e-06, + "loss": 0.0046, + "step": 508 + }, + { + "epoch": 4.680459770114942, + "grad_norm": 0.019011957570910454, + "learning_rate": 1.0005454514499414e-06, + "loss": 0.0055, + "step": 509 + }, + { + "epoch": 4.689655172413794, + "grad_norm": 0.016083214432001114, + "learning_rate": 9.372344686307655e-07, + "loss": 0.0054, + "step": 510 + }, + { + "epoch": 4.689655172413794, + "eval_loss": 0.011643964797258377, + "eval_runtime": 7.5863, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 510 + }, + { + "epoch": 4.698850574712644, + "grad_norm": 0.027418499812483788, + "learning_rate": 8.759735984318895e-07, + "loss": 0.0057, + "step": 511 + }, + { + "epoch": 4.708045977011494, + "grad_norm": 0.016228538006544113, + "learning_rate": 8.167654006699443e-07, + "loss": 0.0054, + "step": 512 + }, + { + "epoch": 4.7172413793103445, + "grad_norm": 0.02453775331377983, + "learning_rate": 7.596123493895991e-07, + "loss": 0.0059, + "step": 513 + }, + { + "epoch": 4.726436781609196, + "grad_norm": 0.019689669832587242, + "learning_rate": 7.04516832760177e-07, + "loss": 0.0062, + "step": 514 + }, + { + "epoch": 4.735632183908046, + "grad_norm": 0.017698440700769424, + "learning_rate": 6.514811529758747e-07, + "loss": 0.0055, + "step": 515 + }, + { + "epoch": 4.735632183908046, + "eval_loss": 0.011669199913740158, + "eval_runtime": 7.5858, + "eval_samples_per_second": 6.591, + "eval_steps_per_second": 1.714, + "step": 515 + }, + { + "epoch": 4.744827586206896, + "grad_norm": 0.0169072262942791, + "learning_rate": 6.005075261595494e-07, + "loss": 0.0053, + "step": 516 + }, + { + "epoch": 4.7540229885057474, + "grad_norm": 0.02021600864827633, + "learning_rate": 5.515980822701439e-07, + "loss": 0.0055, + "step": 517 + }, + { + "epoch": 4.763218390804598, + "grad_norm": 0.021086223423480988, + "learning_rate": 5.047548650136513e-07, + "loss": 0.0053, + "step": 518 + }, + { + "epoch": 4.772413793103448, + "grad_norm": 0.02129381150007248, + "learning_rate": 4.5997983175773417e-07, + "loss": 0.0054, + "step": 519 + }, + { + "epoch": 4.781609195402299, + "grad_norm": 0.018404850736260414, + "learning_rate": 4.1727485344994486e-07, + "loss": 0.0056, + "step": 520 + }, + { + "epoch": 4.781609195402299, + "eval_loss": 0.01162272784858942, + "eval_runtime": 7.644, + "eval_samples_per_second": 6.541, + "eval_steps_per_second": 1.701, + "step": 520 + }, + { + "epoch": 4.7908045977011495, + "grad_norm": 0.01828380487859249, + "learning_rate": 3.766417145395218e-07, + "loss": 0.0049, + "step": 521 + }, + { + "epoch": 4.8, + "grad_norm": 0.01730126328766346, + "learning_rate": 3.380821129028489e-07, + "loss": 0.0055, + "step": 522 + }, + { + "epoch": 4.809195402298851, + "grad_norm": 0.017449945211410522, + "learning_rate": 3.0159765977250673e-07, + "loss": 0.0057, + "step": 523 + }, + { + "epoch": 4.818390804597701, + "grad_norm": 0.01770183816552162, + "learning_rate": 2.671898796699268e-07, + "loss": 0.005, + "step": 524 + }, + { + "epoch": 4.827586206896552, + "grad_norm": 0.016674352809786797, + "learning_rate": 2.3486021034170857e-07, + "loss": 0.0048, + "step": 525 + }, + { + "epoch": 4.827586206896552, + "eval_loss": 0.011633777059614658, + "eval_runtime": 7.591, + "eval_samples_per_second": 6.587, + "eval_steps_per_second": 1.713, + "step": 525 + }, + { + "epoch": 4.836781609195402, + "grad_norm": 0.016963541507720947, + "learning_rate": 2.0461000269953456e-07, + "loss": 0.0061, + "step": 526 + }, + { + "epoch": 4.845977011494253, + "grad_norm": 0.018301161006093025, + "learning_rate": 1.7644052076371542e-07, + "loss": 0.0054, + "step": 527 + }, + { + "epoch": 4.855172413793103, + "grad_norm": 0.018041977658867836, + "learning_rate": 1.503529416103988e-07, + "loss": 0.0048, + "step": 528 + }, + { + "epoch": 4.864367816091954, + "grad_norm": 0.016023052856326103, + "learning_rate": 1.2634835532233657e-07, + "loss": 0.0053, + "step": 529 + }, + { + "epoch": 4.873563218390805, + "grad_norm": 0.01638129912316799, + "learning_rate": 1.044277649433989e-07, + "loss": 0.0049, + "step": 530 + }, + { + "epoch": 4.873563218390805, + "eval_loss": 0.01163394283503294, + "eval_runtime": 7.5775, + "eval_samples_per_second": 6.598, + "eval_steps_per_second": 1.716, + "step": 530 + }, + { + "epoch": 4.882758620689655, + "grad_norm": 0.02009713463485241, + "learning_rate": 8.459208643659122e-08, + "loss": 0.0047, + "step": 531 + }, + { + "epoch": 4.8919540229885055, + "grad_norm": 0.018126314505934715, + "learning_rate": 6.684214864584038e-08, + "loss": 0.0048, + "step": 532 + }, + { + "epoch": 4.901149425287357, + "grad_norm": 0.014890230260789394, + "learning_rate": 5.11786932613223e-08, + "loss": 0.005, + "step": 533 + }, + { + "epoch": 4.910344827586207, + "grad_norm": 0.016795996576547623, + "learning_rate": 3.760237478849793e-08, + "loss": 0.0044, + "step": 534 + }, + { + "epoch": 4.919540229885057, + "grad_norm": 0.016731204465031624, + "learning_rate": 2.6113760520735108e-08, + "loss": 0.0043, + "step": 535 + }, + { + "epoch": 4.919540229885057, + "eval_loss": 0.011621917597949505, + "eval_runtime": 7.6095, + "eval_samples_per_second": 6.571, + "eval_steps_per_second": 1.708, + "step": 535 + }, + { + "epoch": 4.928735632183908, + "grad_norm": 0.02216600440442562, + "learning_rate": 1.6713330515627513e-08, + "loss": 0.0054, + "step": 536 + }, + { + "epoch": 4.937931034482759, + "grad_norm": 0.026815466582775116, + "learning_rate": 9.401477574932926e-09, + "loss": 0.0048, + "step": 537 + }, + { + "epoch": 4.947126436781609, + "grad_norm": 0.01739557273685932, + "learning_rate": 4.178507228136397e-09, + "loss": 0.0051, + "step": 538 + }, + { + "epoch": 4.956321839080459, + "grad_norm": 0.017503153532743454, + "learning_rate": 1.0446377197104173e-09, + "loss": 0.0048, + "step": 539 + }, + { + "epoch": 4.9655172413793105, + "grad_norm": 0.015828318893909454, + "learning_rate": 0.0, + "loss": 0.0046, + "step": 540 + }, + { + "epoch": 4.9655172413793105, + "eval_loss": 0.011626788415014744, + "eval_runtime": 7.5888, + "eval_samples_per_second": 6.589, + "eval_steps_per_second": 1.713, + "step": 540 + }, + { + "epoch": 4.9655172413793105, + "step": 540, + "total_flos": 1.0432767520256164e+18, + "train_loss": 0.011179022066709067, + "train_runtime": 8360.2497, + "train_samples_per_second": 2.081, + "train_steps_per_second": 0.065 + } + ], + "logging_steps": 1, + "max_steps": 540, + "num_input_tokens_seen": 0, + "num_train_epochs": 5, + "save_steps": 50, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": true + }, + "attributes": {} + } + }, + "total_flos": 1.0432767520256164e+18, + "train_batch_size": 4, + "trial_name": null, + "trial_params": null +}