{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 6.0, "eval_steps": 500, "global_step": 12498, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04800768122899664, "grad_norm": 3.5230019092559814, "learning_rate": 4.995343254920787e-05, "loss": 3.834, "step": 100 }, { "epoch": 0.09601536245799328, "grad_norm": 2.2122299671173096, "learning_rate": 4.990542486797888e-05, "loss": 1.006, "step": 200 }, { "epoch": 0.14402304368698993, "grad_norm": 1.6999797821044922, "learning_rate": 4.985741718674988e-05, "loss": 0.795, "step": 300 }, { "epoch": 0.19203072491598655, "grad_norm": 1.8523478507995605, "learning_rate": 4.980940950552089e-05, "loss": 0.7485, "step": 400 }, { "epoch": 0.2400384061449832, "grad_norm": 1.6911518573760986, "learning_rate": 4.9761401824291885e-05, "loss": 0.7051, "step": 500 }, { "epoch": 0.28804608737397985, "grad_norm": 1.78285551071167, "learning_rate": 4.971339414306289e-05, "loss": 0.6518, "step": 600 }, { "epoch": 0.3360537686029765, "grad_norm": 1.8025232553482056, "learning_rate": 4.9665386461833895e-05, "loss": 0.6429, "step": 700 }, { "epoch": 0.3840614498319731, "grad_norm": 1.6609948873519897, "learning_rate": 4.96173787806049e-05, "loss": 0.6148, "step": 800 }, { "epoch": 0.4320691310609698, "grad_norm": 1.7044763565063477, "learning_rate": 4.9569371099375905e-05, "loss": 0.6052, "step": 900 }, { "epoch": 0.4800768122899664, "grad_norm": 1.742863655090332, "learning_rate": 4.9521363418146903e-05, "loss": 0.599, "step": 1000 }, { "epoch": 0.528084493518963, "grad_norm": 1.6556651592254639, "learning_rate": 4.947335573691791e-05, "loss": 0.5772, "step": 1100 }, { "epoch": 0.5760921747479597, "grad_norm": 1.578718662261963, "learning_rate": 4.9425348055688914e-05, "loss": 0.5617, "step": 1200 }, { "epoch": 0.6240998559769563, "grad_norm": 1.6328682899475098, "learning_rate": 4.937734037445992e-05, "loss": 0.5566, "step": 1300 }, { "epoch": 0.672107537205953, "grad_norm": 1.775172233581543, "learning_rate": 4.932981277004321e-05, "loss": 0.5474, "step": 1400 }, { "epoch": 0.7201152184349496, "grad_norm": 1.4435912370681763, "learning_rate": 4.928180508881422e-05, "loss": 0.5342, "step": 1500 }, { "epoch": 0.7681228996639462, "grad_norm": 1.2456103563308716, "learning_rate": 4.9233797407585215e-05, "loss": 0.5237, "step": 1600 }, { "epoch": 0.8161305808929429, "grad_norm": 1.5610588788986206, "learning_rate": 4.918578972635622e-05, "loss": 0.5335, "step": 1700 }, { "epoch": 0.8641382621219396, "grad_norm": 1.677467703819275, "learning_rate": 4.9137782045127225e-05, "loss": 0.5052, "step": 1800 }, { "epoch": 0.9121459433509361, "grad_norm": 1.3189855813980103, "learning_rate": 4.908977436389823e-05, "loss": 0.4929, "step": 1900 }, { "epoch": 0.9601536245799328, "grad_norm": 1.320538878440857, "learning_rate": 4.904176668266923e-05, "loss": 0.4973, "step": 2000 }, { "epoch": 1.0081613058089294, "grad_norm": 1.2392332553863525, "learning_rate": 4.8993759001440233e-05, "loss": 0.4879, "step": 2100 }, { "epoch": 1.056168987037926, "grad_norm": 1.2972139120101929, "learning_rate": 4.894575132021124e-05, "loss": 0.4339, "step": 2200 }, { "epoch": 1.1041766682669227, "grad_norm": 1.763129711151123, "learning_rate": 4.8897743638982243e-05, "loss": 0.4215, "step": 2300 }, { "epoch": 1.1521843494959194, "grad_norm": 1.8901598453521729, "learning_rate": 4.884973595775325e-05, "loss": 0.4386, "step": 2400 }, { "epoch": 1.2001920307249159, "grad_norm": 1.1455730199813843, "learning_rate": 4.880172827652425e-05, "loss": 0.4414, "step": 2500 }, { "epoch": 1.2481997119539125, "grad_norm": 1.3231408596038818, "learning_rate": 4.875372059529525e-05, "loss": 0.4232, "step": 2600 }, { "epoch": 1.2962073931829092, "grad_norm": 1.544893503189087, "learning_rate": 4.870571291406626e-05, "loss": 0.4338, "step": 2700 }, { "epoch": 1.344215074411906, "grad_norm": 1.4648122787475586, "learning_rate": 4.8657705232837255e-05, "loss": 0.4273, "step": 2800 }, { "epoch": 1.3922227556409026, "grad_norm": 1.405002474784851, "learning_rate": 4.860969755160826e-05, "loss": 0.4337, "step": 2900 }, { "epoch": 1.4402304368698993, "grad_norm": 1.2591880559921265, "learning_rate": 4.8561689870379265e-05, "loss": 0.4234, "step": 3000 }, { "epoch": 1.488238118098896, "grad_norm": 1.422620415687561, "learning_rate": 4.8513682189150264e-05, "loss": 0.4239, "step": 3100 }, { "epoch": 1.5362457993278924, "grad_norm": 1.585553526878357, "learning_rate": 4.846567450792127e-05, "loss": 0.4254, "step": 3200 }, { "epoch": 1.584253480556889, "grad_norm": 1.1293108463287354, "learning_rate": 4.8417666826692274e-05, "loss": 0.422, "step": 3300 }, { "epoch": 1.6322611617858858, "grad_norm": 1.265154242515564, "learning_rate": 4.836965914546328e-05, "loss": 0.4194, "step": 3400 }, { "epoch": 1.6802688430148822, "grad_norm": 1.381218433380127, "learning_rate": 4.832165146423428e-05, "loss": 0.4321, "step": 3500 }, { "epoch": 1.7282765242438791, "grad_norm": 1.3752981424331665, "learning_rate": 4.827364378300528e-05, "loss": 0.4151, "step": 3600 }, { "epoch": 1.7762842054728756, "grad_norm": 1.1908366680145264, "learning_rate": 4.822563610177629e-05, "loss": 0.4203, "step": 3700 }, { "epoch": 1.8242918867018723, "grad_norm": 1.2795414924621582, "learning_rate": 4.8177628420547285e-05, "loss": 0.414, "step": 3800 }, { "epoch": 1.872299567930869, "grad_norm": 1.2664345502853394, "learning_rate": 4.812962073931829e-05, "loss": 0.4102, "step": 3900 }, { "epoch": 1.9203072491598656, "grad_norm": 1.1444271802902222, "learning_rate": 4.8081613058089295e-05, "loss": 0.4066, "step": 4000 }, { "epoch": 1.9683149303888623, "grad_norm": 1.233847737312317, "learning_rate": 4.80336053768603e-05, "loss": 0.4235, "step": 4100 }, { "epoch": 2.0163226116178588, "grad_norm": 1.1085718870162964, "learning_rate": 4.79855976956313e-05, "loss": 0.3852, "step": 4200 }, { "epoch": 2.0643302928468557, "grad_norm": 1.2250890731811523, "learning_rate": 4.7937590014402304e-05, "loss": 0.334, "step": 4300 }, { "epoch": 2.112337974075852, "grad_norm": 1.3685556650161743, "learning_rate": 4.788958233317331e-05, "loss": 0.3273, "step": 4400 }, { "epoch": 2.160345655304849, "grad_norm": 1.2295827865600586, "learning_rate": 4.7841574651944314e-05, "loss": 0.3332, "step": 4500 }, { "epoch": 2.2083533365338455, "grad_norm": 1.3651865720748901, "learning_rate": 4.779356697071531e-05, "loss": 0.3355, "step": 4600 }, { "epoch": 2.256361017762842, "grad_norm": 1.414611577987671, "learning_rate": 4.774555928948632e-05, "loss": 0.3347, "step": 4700 }, { "epoch": 2.304368698991839, "grad_norm": 1.1170624494552612, "learning_rate": 4.769755160825732e-05, "loss": 0.3363, "step": 4800 }, { "epoch": 2.3523763802208353, "grad_norm": 1.4784187078475952, "learning_rate": 4.764954392702833e-05, "loss": 0.3497, "step": 4900 }, { "epoch": 2.4003840614498317, "grad_norm": 1.3222328424453735, "learning_rate": 4.7601536245799325e-05, "loss": 0.3319, "step": 5000 }, { "epoch": 2.4483917426788286, "grad_norm": 1.4248158931732178, "learning_rate": 4.755352856457033e-05, "loss": 0.3456, "step": 5100 }, { "epoch": 2.496399423907825, "grad_norm": 1.3521333932876587, "learning_rate": 4.7505520883341336e-05, "loss": 0.346, "step": 5200 }, { "epoch": 2.544407105136822, "grad_norm": 1.3070430755615234, "learning_rate": 4.745751320211234e-05, "loss": 0.338, "step": 5300 }, { "epoch": 2.5924147863658185, "grad_norm": 1.2667192220687866, "learning_rate": 4.7409505520883346e-05, "loss": 0.3508, "step": 5400 }, { "epoch": 2.6404224675948154, "grad_norm": 1.404773473739624, "learning_rate": 4.7361497839654344e-05, "loss": 0.3376, "step": 5500 }, { "epoch": 2.688430148823812, "grad_norm": 1.233578085899353, "learning_rate": 4.731349015842535e-05, "loss": 0.3432, "step": 5600 }, { "epoch": 2.7364378300528083, "grad_norm": 1.2811566591262817, "learning_rate": 4.7265482477196354e-05, "loss": 0.3498, "step": 5700 }, { "epoch": 2.784445511281805, "grad_norm": 1.1714744567871094, "learning_rate": 4.721747479596736e-05, "loss": 0.3451, "step": 5800 }, { "epoch": 2.8324531925108016, "grad_norm": 1.1416313648223877, "learning_rate": 4.716946711473836e-05, "loss": 0.3427, "step": 5900 }, { "epoch": 2.8804608737397985, "grad_norm": 1.3504301309585571, "learning_rate": 4.712145943350936e-05, "loss": 0.3477, "step": 6000 }, { "epoch": 2.928468554968795, "grad_norm": 1.4579728841781616, "learning_rate": 4.707345175228037e-05, "loss": 0.3473, "step": 6100 }, { "epoch": 2.976476236197792, "grad_norm": 1.1714892387390137, "learning_rate": 4.702544407105137e-05, "loss": 0.341, "step": 6200 }, { "epoch": 3.0244839174267883, "grad_norm": 1.200076699256897, "learning_rate": 4.697743638982237e-05, "loss": 0.2989, "step": 6300 }, { "epoch": 3.072491598655785, "grad_norm": 1.3686045408248901, "learning_rate": 4.6929428708593376e-05, "loss": 0.2606, "step": 6400 }, { "epoch": 3.1204992798847817, "grad_norm": 1.2546569108963013, "learning_rate": 4.688142102736438e-05, "loss": 0.2635, "step": 6500 }, { "epoch": 3.168506961113778, "grad_norm": 1.3534624576568604, "learning_rate": 4.6833413346135386e-05, "loss": 0.2606, "step": 6600 }, { "epoch": 3.2165146423427746, "grad_norm": 1.4877707958221436, "learning_rate": 4.678540566490639e-05, "loss": 0.2685, "step": 6700 }, { "epoch": 3.2645223235717715, "grad_norm": 1.4656774997711182, "learning_rate": 4.673739798367739e-05, "loss": 0.272, "step": 6800 }, { "epoch": 3.312530004800768, "grad_norm": 1.24815034866333, "learning_rate": 4.6689390302448394e-05, "loss": 0.2703, "step": 6900 }, { "epoch": 3.360537686029765, "grad_norm": 1.1822447776794434, "learning_rate": 4.66413826212194e-05, "loss": 0.2702, "step": 7000 }, { "epoch": 3.4085453672587613, "grad_norm": 1.4170218706130981, "learning_rate": 4.6593374939990404e-05, "loss": 0.2716, "step": 7100 }, { "epoch": 3.4565530484877582, "grad_norm": 1.360338568687439, "learning_rate": 4.65453672587614e-05, "loss": 0.2717, "step": 7200 }, { "epoch": 3.5045607297167547, "grad_norm": 1.4744322299957275, "learning_rate": 4.649735957753241e-05, "loss": 0.2795, "step": 7300 }, { "epoch": 3.552568410945751, "grad_norm": 1.5080569982528687, "learning_rate": 4.644935189630341e-05, "loss": 0.2753, "step": 7400 }, { "epoch": 3.600576092174748, "grad_norm": 1.5707645416259766, "learning_rate": 4.640134421507442e-05, "loss": 0.278, "step": 7500 }, { "epoch": 3.6485837734037445, "grad_norm": 1.4137930870056152, "learning_rate": 4.6353336533845416e-05, "loss": 0.2756, "step": 7600 }, { "epoch": 3.696591454632741, "grad_norm": 1.4156709909439087, "learning_rate": 4.630532885261642e-05, "loss": 0.2841, "step": 7700 }, { "epoch": 3.744599135861738, "grad_norm": 1.4720118045806885, "learning_rate": 4.6257321171387426e-05, "loss": 0.2767, "step": 7800 }, { "epoch": 3.7926068170907348, "grad_norm": 1.2695891857147217, "learning_rate": 4.620931349015843e-05, "loss": 0.2762, "step": 7900 }, { "epoch": 3.8406144983197312, "grad_norm": 1.439794659614563, "learning_rate": 4.6161305808929436e-05, "loss": 0.2799, "step": 8000 }, { "epoch": 3.8886221795487277, "grad_norm": 1.3036625385284424, "learning_rate": 4.611377820451272e-05, "loss": 0.2728, "step": 8100 }, { "epoch": 3.9366298607777246, "grad_norm": 1.3942623138427734, "learning_rate": 4.606577052328373e-05, "loss": 0.2779, "step": 8200 }, { "epoch": 3.984637542006721, "grad_norm": 1.3402965068817139, "learning_rate": 4.6017762842054726e-05, "loss": 0.2759, "step": 8300 }, { "epoch": 4.0326452232357175, "grad_norm": 1.2347018718719482, "learning_rate": 4.596975516082573e-05, "loss": 0.2239, "step": 8400 }, { "epoch": 4.080652904464714, "grad_norm": 1.2590075731277466, "learning_rate": 4.5922227556409024e-05, "loss": 0.1964, "step": 8500 }, { "epoch": 4.128660585693711, "grad_norm": 1.2734559774398804, "learning_rate": 4.587421987518003e-05, "loss": 0.2033, "step": 8600 }, { "epoch": 4.176668266922707, "grad_norm": 1.3685240745544434, "learning_rate": 4.5826212193951034e-05, "loss": 0.2039, "step": 8700 }, { "epoch": 4.224675948151704, "grad_norm": 1.2431707382202148, "learning_rate": 4.577820451272204e-05, "loss": 0.2031, "step": 8800 }, { "epoch": 4.272683629380701, "grad_norm": 1.3057847023010254, "learning_rate": 4.573019683149304e-05, "loss": 0.1993, "step": 8900 }, { "epoch": 4.320691310609698, "grad_norm": 1.3426510095596313, "learning_rate": 4.568218915026404e-05, "loss": 0.2103, "step": 9000 }, { "epoch": 4.368698991838694, "grad_norm": 1.4993879795074463, "learning_rate": 4.563418146903505e-05, "loss": 0.2038, "step": 9100 }, { "epoch": 4.416706673067691, "grad_norm": 1.1477452516555786, "learning_rate": 4.558617378780605e-05, "loss": 0.2087, "step": 9200 }, { "epoch": 4.464714354296688, "grad_norm": 1.2744262218475342, "learning_rate": 4.553816610657706e-05, "loss": 0.2128, "step": 9300 }, { "epoch": 4.512722035525684, "grad_norm": 1.2372483015060425, "learning_rate": 4.5490158425348056e-05, "loss": 0.2141, "step": 9400 }, { "epoch": 4.560729716754681, "grad_norm": 1.5185002088546753, "learning_rate": 4.544215074411906e-05, "loss": 0.2163, "step": 9500 }, { "epoch": 4.608737397983678, "grad_norm": 1.2318006753921509, "learning_rate": 4.5394143062890066e-05, "loss": 0.2142, "step": 9600 }, { "epoch": 4.656745079212674, "grad_norm": 1.0812604427337646, "learning_rate": 4.534613538166107e-05, "loss": 0.2179, "step": 9700 }, { "epoch": 4.704752760441671, "grad_norm": 1.460476279258728, "learning_rate": 4.529812770043207e-05, "loss": 0.2203, "step": 9800 }, { "epoch": 4.7527604416706675, "grad_norm": 1.4925509691238403, "learning_rate": 4.5250120019203074e-05, "loss": 0.2167, "step": 9900 }, { "epoch": 4.8007681228996635, "grad_norm": 1.4219658374786377, "learning_rate": 4.520211233797408e-05, "loss": 0.2163, "step": 10000 }, { "epoch": 4.84877580412866, "grad_norm": 1.0717830657958984, "learning_rate": 4.5154104656745084e-05, "loss": 0.2138, "step": 10100 }, { "epoch": 4.896783485357657, "grad_norm": 1.0514252185821533, "learning_rate": 4.510609697551608e-05, "loss": 0.2187, "step": 10200 }, { "epoch": 4.944791166586654, "grad_norm": 1.1718051433563232, "learning_rate": 4.505808929428709e-05, "loss": 0.2179, "step": 10300 }, { "epoch": 4.99279884781565, "grad_norm": 1.3955721855163574, "learning_rate": 4.501008161305809e-05, "loss": 0.2222, "step": 10400 }, { "epoch": 5.040806529044647, "grad_norm": 1.0917434692382812, "learning_rate": 4.49620739318291e-05, "loss": 0.1556, "step": 10500 }, { "epoch": 5.088814210273644, "grad_norm": 1.2517110109329224, "learning_rate": 4.49140662506001e-05, "loss": 0.1442, "step": 10600 }, { "epoch": 5.13682189150264, "grad_norm": 1.4139866828918457, "learning_rate": 4.48660585693711e-05, "loss": 0.1456, "step": 10700 }, { "epoch": 5.184829572731637, "grad_norm": 1.4004515409469604, "learning_rate": 4.4818050888142106e-05, "loss": 0.1475, "step": 10800 }, { "epoch": 5.232837253960634, "grad_norm": 1.3576511144638062, "learning_rate": 4.477004320691311e-05, "loss": 0.1475, "step": 10900 }, { "epoch": 5.280844935189631, "grad_norm": 1.2428905963897705, "learning_rate": 4.4722035525684116e-05, "loss": 0.1505, "step": 11000 }, { "epoch": 5.328852616418627, "grad_norm": 1.577462077140808, "learning_rate": 4.4674027844455114e-05, "loss": 0.1533, "step": 11100 }, { "epoch": 5.376860297647624, "grad_norm": 1.5575320720672607, "learning_rate": 4.462602016322612e-05, "loss": 0.1545, "step": 11200 }, { "epoch": 5.4248679788766205, "grad_norm": 1.6392663717269897, "learning_rate": 4.4578012481997124e-05, "loss": 0.1535, "step": 11300 }, { "epoch": 5.4728756601056165, "grad_norm": 1.5311086177825928, "learning_rate": 4.453000480076813e-05, "loss": 0.1579, "step": 11400 }, { "epoch": 5.5208833413346134, "grad_norm": 1.2279739379882812, "learning_rate": 4.448199711953913e-05, "loss": 0.1616, "step": 11500 }, { "epoch": 5.56889102256361, "grad_norm": 1.48116934299469, "learning_rate": 4.443398943831013e-05, "loss": 0.1603, "step": 11600 }, { "epoch": 5.616898703792607, "grad_norm": 1.2573692798614502, "learning_rate": 4.438598175708114e-05, "loss": 0.1615, "step": 11700 }, { "epoch": 5.664906385021603, "grad_norm": 1.3175160884857178, "learning_rate": 4.433797407585214e-05, "loss": 0.1618, "step": 11800 }, { "epoch": 5.7129140662506, "grad_norm": 1.3634432554244995, "learning_rate": 4.428996639462314e-05, "loss": 0.1634, "step": 11900 }, { "epoch": 5.760921747479597, "grad_norm": 1.4681994915008545, "learning_rate": 4.4241958713394146e-05, "loss": 0.1644, "step": 12000 }, { "epoch": 5.808929428708593, "grad_norm": 2.1259870529174805, "learning_rate": 4.419395103216515e-05, "loss": 0.1637, "step": 12100 }, { "epoch": 5.85693710993759, "grad_norm": 1.3507694005966187, "learning_rate": 4.4145943350936156e-05, "loss": 0.1676, "step": 12200 }, { "epoch": 5.904944791166587, "grad_norm": 1.3994966745376587, "learning_rate": 4.4097935669707155e-05, "loss": 0.1682, "step": 12300 }, { "epoch": 5.952952472395584, "grad_norm": 1.37490713596344, "learning_rate": 4.404992798847816e-05, "loss": 0.1632, "step": 12400 } ], "logging_steps": 100, "max_steps": 104150, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 10000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.186514987204802e+20, "train_batch_size": 16, "trial_name": null, "trial_params": null }