Files

2057 lines
54 KiB
JSON
Raw Permalink Normal View History

{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.1862396204033214,
"eval_steps": 500,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 4.805317306518555,
"epoch": 0.005931198102016607,
"grad_norm": 16.25,
"learning_rate": 2e-06,
"loss": 14.4312,
"mean_token_accuracy": 0.0,
"num_tokens": 12647.0,
"step": 5
},
{
"entropy": 4.825564956665039,
"epoch": 0.011862396204033215,
"grad_norm": 16.875,
"learning_rate": 4.5e-06,
"loss": 14.4169,
"mean_token_accuracy": 0.0,
"num_tokens": 26668.0,
"step": 10
},
{
"entropy": 4.845508098602295,
"epoch": 0.017793594306049824,
"grad_norm": 24.75,
"learning_rate": 7e-06,
"loss": 14.1564,
"mean_token_accuracy": 0.0,
"num_tokens": 41021.0,
"step": 15
},
{
"entropy": 5.1169312477111815,
"epoch": 0.02372479240806643,
"grad_norm": 33.75,
"learning_rate": 9.5e-06,
"loss": 13.5366,
"mean_token_accuracy": 0.0,
"num_tokens": 56626.0,
"step": 20
},
{
"entropy": 7.628379774093628,
"epoch": 0.02965599051008304,
"grad_norm": 15.25,
"learning_rate": 1.2e-05,
"loss": 11.8077,
"mean_token_accuracy": 0.00010419512109365315,
"num_tokens": 72914.0,
"step": 25
},
{
"entropy": 10.455063152313233,
"epoch": 0.03558718861209965,
"grad_norm": 3.21875,
"learning_rate": 1.4500000000000002e-05,
"loss": 10.841,
"mean_token_accuracy": 0.0054948762990534306,
"num_tokens": 88514.0,
"step": 30
},
{
"entropy": 10.646884059906006,
"epoch": 0.04151838671411625,
"grad_norm": 3.03125,
"learning_rate": 1.7000000000000003e-05,
"loss": 10.5696,
"mean_token_accuracy": 0.01355562973767519,
"num_tokens": 101256.0,
"step": 35
},
{
"entropy": 10.619774627685548,
"epoch": 0.04744958481613286,
"grad_norm": 2.4375,
"learning_rate": 1.95e-05,
"loss": 10.282,
"mean_token_accuracy": 0.012707393150776625,
"num_tokens": 114459.0,
"step": 40
},
{
"entropy": 10.61210651397705,
"epoch": 0.05338078291814947,
"grad_norm": 2.28125,
"learning_rate": 2.2e-05,
"loss": 10.0287,
"mean_token_accuracy": 0.01491355374455452,
"num_tokens": 129858.0,
"step": 45
},
{
"entropy": 10.597074794769288,
"epoch": 0.05931198102016608,
"grad_norm": 2.1875,
"learning_rate": 2.4500000000000003e-05,
"loss": 9.8185,
"mean_token_accuracy": 0.0331686332821846,
"num_tokens": 143486.0,
"step": 50
},
{
"entropy": 10.579236507415771,
"epoch": 0.06524317912218268,
"grad_norm": 1.9609375,
"learning_rate": 2.7e-05,
"loss": 9.6912,
"mean_token_accuracy": 0.035220497474074366,
"num_tokens": 156003.0,
"step": 55
},
{
"entropy": 10.577684020996093,
"epoch": 0.0711743772241993,
"grad_norm": 2.03125,
"learning_rate": 2.95e-05,
"loss": 9.6506,
"mean_token_accuracy": 0.034727090038359165,
"num_tokens": 170988.0,
"step": 60
},
{
"entropy": 10.5711012840271,
"epoch": 0.0771055753262159,
"grad_norm": 1.984375,
"learning_rate": 3.2e-05,
"loss": 9.5328,
"mean_token_accuracy": 0.03448135014623403,
"num_tokens": 187165.0,
"step": 65
},
{
"entropy": 10.558809852600097,
"epoch": 0.0830367734282325,
"grad_norm": 1.9453125,
"learning_rate": 3.4500000000000005e-05,
"loss": 9.4798,
"mean_token_accuracy": 0.03228826243430376,
"num_tokens": 202072.0,
"step": 70
},
{
"entropy": 10.549299335479736,
"epoch": 0.08896797153024912,
"grad_norm": 1.8671875,
"learning_rate": 3.7e-05,
"loss": 9.3281,
"mean_token_accuracy": 0.034324941039085385,
"num_tokens": 215375.0,
"step": 75
},
{
"entropy": 10.532067012786865,
"epoch": 0.09489916963226572,
"grad_norm": 1.734375,
"learning_rate": 3.95e-05,
"loss": 9.2492,
"mean_token_accuracy": 0.03353528436273336,
"num_tokens": 228749.0,
"step": 80
},
{
"entropy": 10.505972194671632,
"epoch": 0.10083036773428232,
"grad_norm": 1.8359375,
"learning_rate": 4.2000000000000004e-05,
"loss": 9.1494,
"mean_token_accuracy": 0.03314766474068165,
"num_tokens": 242387.0,
"step": 85
},
{
"entropy": 10.478415584564209,
"epoch": 0.10676156583629894,
"grad_norm": 1.796875,
"learning_rate": 4.45e-05,
"loss": 9.0705,
"mean_token_accuracy": 0.032026905380189416,
"num_tokens": 257793.0,
"step": 90
},
{
"entropy": 10.454620742797852,
"epoch": 0.11269276393831554,
"grad_norm": 1.75,
"learning_rate": 4.7000000000000004e-05,
"loss": 8.9712,
"mean_token_accuracy": 0.0325484286993742,
"num_tokens": 271187.0,
"step": 95
},
{
"entropy": 10.40716381072998,
"epoch": 0.11862396204033215,
"grad_norm": 1.609375,
"learning_rate": 4.9500000000000004e-05,
"loss": 8.8474,
"mean_token_accuracy": 0.03217122312635183,
"num_tokens": 284937.0,
"step": 100
},
{
"entropy": 10.335246372222901,
"epoch": 0.12455516014234876,
"grad_norm": 1.765625,
"learning_rate": 5.2e-05,
"loss": 8.6893,
"mean_token_accuracy": 0.03255892116576433,
"num_tokens": 300108.0,
"step": 105
},
{
"entropy": 10.246189594268799,
"epoch": 0.13048635824436536,
"grad_norm": 1.53125,
"learning_rate": 5.45e-05,
"loss": 8.5681,
"mean_token_accuracy": 0.031065495498478413,
"num_tokens": 316760.0,
"step": 110
},
{
"entropy": 10.13212080001831,
"epoch": 0.13641755634638197,
"grad_norm": 1.5078125,
"learning_rate": 5.7e-05,
"loss": 8.3819,
"mean_token_accuracy": 0.03049417305737734,
"num_tokens": 329705.0,
"step": 115
},
{
"entropy": 9.97801332473755,
"epoch": 0.1423487544483986,
"grad_norm": 1.3203125,
"learning_rate": 5.9499999999999996e-05,
"loss": 8.244,
"mean_token_accuracy": 0.03179512321949005,
"num_tokens": 342947.0,
"step": 120
},
{
"entropy": 9.771716022491455,
"epoch": 0.14827995255041518,
"grad_norm": 1.2109375,
"learning_rate": 6.2e-05,
"loss": 8.0865,
"mean_token_accuracy": 0.03442887142300606,
"num_tokens": 358397.0,
"step": 125
},
{
"entropy": 9.533180236816406,
"epoch": 0.1542111506524318,
"grad_norm": 1.140625,
"learning_rate": 6.450000000000001e-05,
"loss": 7.9643,
"mean_token_accuracy": 0.03413730468600988,
"num_tokens": 370369.0,
"step": 130
},
{
"entropy": 9.256175804138184,
"epoch": 0.1601423487544484,
"grad_norm": 0.953125,
"learning_rate": 6.7e-05,
"loss": 7.8421,
"mean_token_accuracy": 0.03181219045072794,
"num_tokens": 386896.0,
"step": 135
},
{
"entropy": 8.96011724472046,
"epoch": 0.166073546856465,
"grad_norm": 0.8671875,
"learning_rate": 6.950000000000001e-05,
"loss": 7.6981,
"mean_token_accuracy": 0.03533113058656454,
"num_tokens": 400433.0,
"step": 140
},
{
"entropy": 8.675125217437744,
"epoch": 0.17200474495848161,
"grad_norm": 0.7890625,
"learning_rate": 7.2e-05,
"loss": 7.6507,
"mean_token_accuracy": 0.030981262400746345,
"num_tokens": 415092.0,
"step": 145
},
{
"entropy": 8.432178497314453,
"epoch": 0.17793594306049823,
"grad_norm": 0.7109375,
"learning_rate": 7.45e-05,
"loss": 7.5489,
"mean_token_accuracy": 0.033769184909760955,
"num_tokens": 429793.0,
"step": 150
},
{
"entropy": 8.235133266448974,
"epoch": 0.18386714116251482,
"grad_norm": 0.77734375,
"learning_rate": 7.7e-05,
"loss": 7.5575,
"mean_token_accuracy": 0.03205921929329634,
"num_tokens": 442618.0,
"step": 155
},
{
"entropy": 8.142054271697997,
"epoch": 0.18979833926453143,
"grad_norm": 0.75,
"learning_rate": 7.950000000000001e-05,
"loss": 7.4449,
"mean_token_accuracy": 0.03399460650980472,
"num_tokens": 454976.0,
"step": 160
},
{
"entropy": 8.025918197631835,
"epoch": 0.19572953736654805,
"grad_norm": 0.8671875,
"learning_rate": 8.2e-05,
"loss": 7.5037,
"mean_token_accuracy": 0.03331909943372011,
"num_tokens": 467523.0,
"step": 165
},
{
"entropy": 7.9379983901977536,
"epoch": 0.20166073546856464,
"grad_norm": 0.6796875,
"learning_rate": 8.450000000000001e-05,
"loss": 7.4373,
"mean_token_accuracy": 0.03239843733608723,
"num_tokens": 481391.0,
"step": 170
},
{
"entropy": 7.869046401977539,
"epoch": 0.20759193357058126,
"grad_norm": 0.67578125,
"learning_rate": 8.7e-05,
"loss": 7.4399,
"mean_token_accuracy": 0.0311466746032238,
"num_tokens": 496697.0,
"step": 175
},
{
"entropy": 7.866212034225464,
"epoch": 0.21352313167259787,
"grad_norm": 0.77734375,
"learning_rate": 8.95e-05,
"loss": 7.4743,
"mean_token_accuracy": 0.027226756513118743,
"num_tokens": 510091.0,
"step": 180
},
{
"entropy": 7.788731241226197,
"epoch": 0.21945432977461446,
"grad_norm": 0.703125,
"learning_rate": 9.2e-05,
"loss": 7.426,
"mean_token_accuracy": 0.03152833003550768,
"num_tokens": 522168.0,
"step": 185
},
{
"entropy": 7.754296016693115,
"epoch": 0.22538552787663108,
"grad_norm": 0.71875,
"learning_rate": 9.45e-05,
"loss": 7.3943,
"mean_token_accuracy": 0.03427231907844543,
"num_tokens": 535853.0,
"step": 190
},
{
"entropy": 7.75240159034729,
"epoch": 0.2313167259786477,
"grad_norm": 0.77734375,
"learning_rate": 9.7e-05,
"loss": 7.4255,
"mean_token_accuracy": 0.03329353462904692,
"num_tokens": 551082.0,
"step": 195
},
{
"entropy": 7.700812101364136,
"epoch": 0.2372479240806643,
"grad_norm": 0.7265625,
"learning_rate": 9.95e-05,
"loss": 7.4629,
"mean_token_accuracy": 0.035965221747756,
"num_tokens": 567181.0,
"step": 200
},
{
"entropy": 7.696683025360107,
"epoch": 0.2431791221826809,
"grad_norm": 0.71484375,
"learning_rate": 0.000102,
"loss": 7.4112,
"mean_token_accuracy": 0.035206197388470174,
"num_tokens": 580689.0,
"step": 205
},
{
"entropy": 7.712547016143799,
"epoch": 0.2491103202846975,
"grad_norm": 0.765625,
"learning_rate": 0.00010449999999999999,
"loss": 7.3345,
"mean_token_accuracy": 0.03781173955649138,
"num_tokens": 594590.0,
"step": 210
},
{
"entropy": 7.769494247436524,
"epoch": 0.25504151838671413,
"grad_norm": 10.5,
"learning_rate": 0.000107,
"loss": 7.3905,
"mean_token_accuracy": 0.03799592889845371,
"num_tokens": 610577.0,
"step": 215
},
{
"entropy": 7.6959569454193115,
"epoch": 0.2609727164887307,
"grad_norm": 0.97265625,
"learning_rate": 0.0001095,
"loss": 7.384,
"mean_token_accuracy": 0.037612661719322205,
"num_tokens": 627066.0,
"step": 220
},
{
"entropy": 7.781623411178589,
"epoch": 0.2669039145907473,
"grad_norm": 0.90625,
"learning_rate": 0.000112,
"loss": 7.3672,
"mean_token_accuracy": 0.04785094037652016,
"num_tokens": 642601.0,
"step": 225
},
{
"entropy": 7.77043514251709,
"epoch": 0.27283511269276395,
"grad_norm": 1.484375,
"learning_rate": 0.0001145,
"loss": 7.2531,
"mean_token_accuracy": 0.05052996054291725,
"num_tokens": 655615.0,
"step": 230
},
{
"entropy": 7.747775220870972,
"epoch": 0.27876631079478054,
"grad_norm": 0.94140625,
"learning_rate": 0.00011700000000000001,
"loss": 7.2647,
"mean_token_accuracy": 0.05221507623791695,
"num_tokens": 670218.0,
"step": 235
},
{
"entropy": 7.743488121032715,
"epoch": 0.2846975088967972,
"grad_norm": 0.75390625,
"learning_rate": 0.00011949999999999999,
"loss": 7.2593,
"mean_token_accuracy": 0.05101203434169292,
"num_tokens": 683661.0,
"step": 240
},
{
"entropy": 7.713605117797852,
"epoch": 0.29062870699881377,
"grad_norm": 1.1875,
"learning_rate": 0.000122,
"loss": 7.2135,
"mean_token_accuracy": 0.05287150628864765,
"num_tokens": 699767.0,
"step": 245
},
{
"entropy": 7.695834493637085,
"epoch": 0.29655990510083036,
"grad_norm": 0.953125,
"learning_rate": 0.0001245,
"loss": 7.1762,
"mean_token_accuracy": 0.05634650327265263,
"num_tokens": 713579.0,
"step": 250
},
{
"entropy": 7.629615783691406,
"epoch": 0.302491103202847,
"grad_norm": 1.296875,
"learning_rate": 0.000127,
"loss": 7.1678,
"mean_token_accuracy": 0.05482946485280991,
"num_tokens": 727490.0,
"step": 255
},
{
"entropy": 7.607522439956665,
"epoch": 0.3084223013048636,
"grad_norm": 0.80078125,
"learning_rate": 0.0001295,
"loss": 7.2348,
"mean_token_accuracy": 0.05509466864168644,
"num_tokens": 742477.0,
"step": 260
},
{
"entropy": 7.624451637268066,
"epoch": 0.3143534994068802,
"grad_norm": 1.2578125,
"learning_rate": 0.000132,
"loss": 7.113,
"mean_token_accuracy": 0.05751051269471645,
"num_tokens": 757772.0,
"step": 265
},
{
"entropy": 7.647220134735107,
"epoch": 0.3202846975088968,
"grad_norm": 1.390625,
"learning_rate": 0.00013450000000000002,
"loss": 7.1596,
"mean_token_accuracy": 0.05049732141196728,
"num_tokens": 772898.0,
"step": 270
},
{
"entropy": 7.600799989700318,
"epoch": 0.3262158956109134,
"grad_norm": 1.34375,
"learning_rate": 0.00013700000000000002,
"loss": 7.1154,
"mean_token_accuracy": 0.05433249212801457,
"num_tokens": 788395.0,
"step": 275
},
{
"entropy": 7.563078927993774,
"epoch": 0.33214709371293,
"grad_norm": 1.078125,
"learning_rate": 0.0001395,
"loss": 7.1648,
"mean_token_accuracy": 0.06050356179475784,
"num_tokens": 803413.0,
"step": 280
},
{
"entropy": 7.517913770675659,
"epoch": 0.33807829181494664,
"grad_norm": 1.34375,
"learning_rate": 0.00014199999999999998,
"loss": 7.0248,
"mean_token_accuracy": 0.06933637075126171,
"num_tokens": 817775.0,
"step": 285
},
{
"entropy": 7.566510915756226,
"epoch": 0.34400948991696323,
"grad_norm": 1.15625,
"learning_rate": 0.0001445,
"loss": 7.1421,
"mean_token_accuracy": 0.06264986135065556,
"num_tokens": 831379.0,
"step": 290
},
{
"entropy": 7.551775217056274,
"epoch": 0.3499406880189798,
"grad_norm": 1.0234375,
"learning_rate": 0.000147,
"loss": 7.0759,
"mean_token_accuracy": 0.05862759165465832,
"num_tokens": 846596.0,
"step": 295
},
{
"entropy": 7.553944540023804,
"epoch": 0.35587188612099646,
"grad_norm": 1.0234375,
"learning_rate": 0.0001495,
"loss": 7.0666,
"mean_token_accuracy": 0.05912046544253826,
"num_tokens": 862063.0,
"step": 300
},
{
"entropy": 7.582914543151856,
"epoch": 0.36180308422301305,
"grad_norm": 1.0859375,
"learning_rate": 0.000152,
"loss": 6.9961,
"mean_token_accuracy": 0.06986662931740284,
"num_tokens": 876841.0,
"step": 305
},
{
"entropy": 7.488122177124024,
"epoch": 0.36773428232502964,
"grad_norm": 1.1875,
"learning_rate": 0.00015450000000000001,
"loss": 7.0603,
"mean_token_accuracy": 0.06794393062591553,
"num_tokens": 890728.0,
"step": 310
},
{
"entropy": 7.442899990081787,
"epoch": 0.3736654804270463,
"grad_norm": 1.0703125,
"learning_rate": 0.000157,
"loss": 6.983,
"mean_token_accuracy": 0.0702366728335619,
"num_tokens": 905599.0,
"step": 315
},
{
"entropy": 7.451259899139404,
"epoch": 0.37959667852906287,
"grad_norm": 1.3359375,
"learning_rate": 0.0001595,
"loss": 6.9367,
"mean_token_accuracy": 0.07826149612665176,
"num_tokens": 918139.0,
"step": 320
},
{
"entropy": 7.405993700027466,
"epoch": 0.38552787663107946,
"grad_norm": 1.3515625,
"learning_rate": 0.000162,
"loss": 6.9943,
"mean_token_accuracy": 0.0733895305544138,
"num_tokens": 931666.0,
"step": 325
},
{
"entropy": 7.446602392196655,
"epoch": 0.3914590747330961,
"grad_norm": 1.2890625,
"learning_rate": 0.00016450000000000001,
"loss": 6.9418,
"mean_token_accuracy": 0.0699479129165411,
"num_tokens": 946286.0,
"step": 330
},
{
"entropy": 7.44321928024292,
"epoch": 0.3973902728351127,
"grad_norm": 1.25,
"learning_rate": 0.00016700000000000002,
"loss": 6.9048,
"mean_token_accuracy": 0.0711387813091278,
"num_tokens": 959689.0,
"step": 335
},
{
"entropy": 7.383141279220581,
"epoch": 0.4033214709371293,
"grad_norm": 1.4609375,
"learning_rate": 0.00016950000000000003,
"loss": 6.9099,
"mean_token_accuracy": 0.07436129115521908,
"num_tokens": 972707.0,
"step": 340
},
{
"entropy": 7.326433992385864,
"epoch": 0.4092526690391459,
"grad_norm": 1.234375,
"learning_rate": 0.00017199999999999998,
"loss": 6.9298,
"mean_token_accuracy": 0.07282942235469818,
"num_tokens": 988010.0,
"step": 345
},
{
"entropy": 7.3913586139678955,
"epoch": 0.4151838671411625,
"grad_norm": 1.6015625,
"learning_rate": 0.00017449999999999999,
"loss": 6.9494,
"mean_token_accuracy": 0.0702156439423561,
"num_tokens": 1003823.0,
"step": 350
},
{
"entropy": 7.271407747268677,
"epoch": 0.4211150652431791,
"grad_norm": 1.7421875,
"learning_rate": 0.000177,
"loss": 6.7257,
"mean_token_accuracy": 0.08785916194319725,
"num_tokens": 1018276.0,
"step": 355
},
{
"entropy": 7.315984010696411,
"epoch": 0.42704626334519574,
"grad_norm": 1.40625,
"learning_rate": 0.0001795,
"loss": 6.9177,
"mean_token_accuracy": 0.07590937204658985,
"num_tokens": 1031242.0,
"step": 360
},
{
"entropy": 7.36967716217041,
"epoch": 0.43297746144721233,
"grad_norm": 1.2421875,
"learning_rate": 0.000182,
"loss": 6.826,
"mean_token_accuracy": 0.08421060293912888,
"num_tokens": 1043940.0,
"step": 365
},
{
"entropy": 7.209809446334839,
"epoch": 0.4389086595492289,
"grad_norm": 1.046875,
"learning_rate": 0.0001845,
"loss": 6.7337,
"mean_token_accuracy": 0.08058795779943466,
"num_tokens": 1058656.0,
"step": 370
},
{
"entropy": 7.326260042190552,
"epoch": 0.44483985765124556,
"grad_norm": 1.1796875,
"learning_rate": 0.000187,
"loss": 6.8599,
"mean_token_accuracy": 0.07443175241351127,
"num_tokens": 1073128.0,
"step": 375
},
{
"entropy": 7.216764450073242,
"epoch": 0.45077105575326215,
"grad_norm": 1.5703125,
"learning_rate": 0.0001895,
"loss": 6.7831,
"mean_token_accuracy": 0.08439998105168342,
"num_tokens": 1086467.0,
"step": 380
},
{
"entropy": 7.274557256698609,
"epoch": 0.45670225385527874,
"grad_norm": 1.328125,
"learning_rate": 0.000192,
"loss": 6.9052,
"mean_token_accuracy": 0.08290659114718438,
"num_tokens": 1100356.0,
"step": 385
},
{
"entropy": 7.288721132278442,
"epoch": 0.4626334519572954,
"grad_norm": 1.4609375,
"learning_rate": 0.0001945,
"loss": 6.8286,
"mean_token_accuracy": 0.08163000270724297,
"num_tokens": 1115877.0,
"step": 390
},
{
"entropy": 7.271324348449707,
"epoch": 0.46856465005931197,
"grad_norm": 0.97265625,
"learning_rate": 0.00019700000000000002,
"loss": 6.7874,
"mean_token_accuracy": 0.08328207209706306,
"num_tokens": 1131415.0,
"step": 395
},
{
"entropy": 7.159351873397827,
"epoch": 0.4744958481613286,
"grad_norm": 1.3203125,
"learning_rate": 0.00019950000000000002,
"loss": 6.7132,
"mean_token_accuracy": 0.08293095007538795,
"num_tokens": 1145903.0,
"step": 400
},
{
"entropy": 7.103127574920654,
"epoch": 0.4804270462633452,
"grad_norm": 1.1953125,
"learning_rate": 0.000202,
"loss": 6.67,
"mean_token_accuracy": 0.08018745929002762,
"num_tokens": 1161168.0,
"step": 405
},
{
"entropy": 7.14245753288269,
"epoch": 0.4863582443653618,
"grad_norm": 1.3046875,
"learning_rate": 0.00020449999999999998,
"loss": 6.7324,
"mean_token_accuracy": 0.08255215212702752,
"num_tokens": 1178155.0,
"step": 410
},
{
"entropy": 7.131292104721069,
"epoch": 0.49228944246737844,
"grad_norm": 1.2890625,
"learning_rate": 0.000207,
"loss": 6.5728,
"mean_token_accuracy": 0.09345637336373329,
"num_tokens": 1190830.0,
"step": 415
},
{
"entropy": 7.046381425857544,
"epoch": 0.498220640569395,
"grad_norm": 1.21875,
"learning_rate": 0.0002095,
"loss": 6.5814,
"mean_token_accuracy": 0.08820187523961068,
"num_tokens": 1205260.0,
"step": 420
},
{
"entropy": 7.083016061782837,
"epoch": 0.5041518386714117,
"grad_norm": 1.453125,
"learning_rate": 0.000212,
"loss": 6.6316,
"mean_token_accuracy": 0.09104111194610595,
"num_tokens": 1218856.0,
"step": 425
},
{
"entropy": 7.034869623184204,
"epoch": 0.5100830367734283,
"grad_norm": 1.4453125,
"learning_rate": 0.0002145,
"loss": 6.6934,
"mean_token_accuracy": 0.09010339081287384,
"num_tokens": 1234669.0,
"step": 430
},
{
"entropy": 7.032301235198974,
"epoch": 0.5160142348754448,
"grad_norm": 1.4375,
"learning_rate": 0.00021700000000000002,
"loss": 6.6293,
"mean_token_accuracy": 0.09128119722008705,
"num_tokens": 1249514.0,
"step": 435
},
{
"entropy": 7.032708358764649,
"epoch": 0.5219454329774614,
"grad_norm": 1.1171875,
"learning_rate": 0.0002195,
"loss": 6.5626,
"mean_token_accuracy": 0.0961005687713623,
"num_tokens": 1262311.0,
"step": 440
},
{
"entropy": 6.9413275718688965,
"epoch": 0.527876631079478,
"grad_norm": 1.4453125,
"learning_rate": 0.000222,
"loss": 6.5488,
"mean_token_accuracy": 0.09156981036067009,
"num_tokens": 1277681.0,
"step": 445
},
{
"entropy": 7.003400182723999,
"epoch": 0.5338078291814946,
"grad_norm": 1.3359375,
"learning_rate": 0.0002245,
"loss": 6.5879,
"mean_token_accuracy": 0.09069180116057396,
"num_tokens": 1292300.0,
"step": 450
},
{
"entropy": 7.015186309814453,
"epoch": 0.5397390272835113,
"grad_norm": 1.203125,
"learning_rate": 0.00022700000000000002,
"loss": 6.595,
"mean_token_accuracy": 0.08999119028449058,
"num_tokens": 1307426.0,
"step": 455
},
{
"entropy": 6.900823402404785,
"epoch": 0.5456702253855279,
"grad_norm": 1.125,
"learning_rate": 0.00022950000000000002,
"loss": 6.6162,
"mean_token_accuracy": 0.09043457433581352,
"num_tokens": 1322167.0,
"step": 460
},
{
"entropy": 6.999922370910644,
"epoch": 0.5516014234875445,
"grad_norm": 1.1875,
"learning_rate": 0.00023200000000000003,
"loss": 6.4976,
"mean_token_accuracy": 0.09610431045293807,
"num_tokens": 1335343.0,
"step": 465
},
{
"entropy": 6.857682752609253,
"epoch": 0.5575326215895611,
"grad_norm": 1.078125,
"learning_rate": 0.00023449999999999998,
"loss": 6.4976,
"mean_token_accuracy": 0.09826786443591118,
"num_tokens": 1349078.0,
"step": 470
},
{
"entropy": 6.899160289764405,
"epoch": 0.5634638196915777,
"grad_norm": 1.3203125,
"learning_rate": 0.000237,
"loss": 6.4224,
"mean_token_accuracy": 0.1049638457596302,
"num_tokens": 1362030.0,
"step": 475
},
{
"entropy": 6.993446207046508,
"epoch": 0.5693950177935944,
"grad_norm": 1.609375,
"learning_rate": 0.0002395,
"loss": 6.5763,
"mean_token_accuracy": 0.08985362276434898,
"num_tokens": 1378303.0,
"step": 480
},
{
"entropy": 6.935125350952148,
"epoch": 0.575326215895611,
"grad_norm": 1.1875,
"learning_rate": 0.000242,
"loss": 6.5767,
"mean_token_accuracy": 0.09316942617297172,
"num_tokens": 1392585.0,
"step": 485
},
{
"entropy": 6.9703733921051025,
"epoch": 0.5812574139976275,
"grad_norm": 1.75,
"learning_rate": 0.0002445,
"loss": 6.5814,
"mean_token_accuracy": 0.09292712658643723,
"num_tokens": 1406962.0,
"step": 490
},
{
"entropy": 6.836954164505005,
"epoch": 0.5871886120996441,
"grad_norm": 1.265625,
"learning_rate": 0.000247,
"loss": 6.4605,
"mean_token_accuracy": 0.09848191663622856,
"num_tokens": 1419493.0,
"step": 495
},
{
"entropy": 6.868243980407715,
"epoch": 0.5931198102016607,
"grad_norm": 1.40625,
"learning_rate": 0.0002495,
"loss": 6.4801,
"mean_token_accuracy": 0.09710933044552802,
"num_tokens": 1435373.0,
"step": 500
},
{
"epoch": 0.5931198102016607,
"eval_entropy": 6.868733419231111,
"eval_loss": 6.604183673858643,
"eval_mean_token_accuracy": 0.09870429635276458,
"eval_num_tokens": 1435373.0,
"eval_runtime": 2.5304,
"eval_samples_per_second": 1030.674,
"eval_steps_per_second": 128.834,
"step": 500
},
{
"entropy": 6.877611589431763,
"epoch": 0.5990510083036773,
"grad_norm": 1.28125,
"learning_rate": 0.000252,
"loss": 6.4385,
"mean_token_accuracy": 0.10158890634775161,
"num_tokens": 1449805.0,
"step": 505
},
{
"entropy": 6.82432370185852,
"epoch": 0.604982206405694,
"grad_norm": 1.1328125,
"learning_rate": 0.0002545,
"loss": 6.4667,
"mean_token_accuracy": 0.09393253624439239,
"num_tokens": 1463657.0,
"step": 510
},
{
"entropy": 6.9438111782073975,
"epoch": 0.6109134045077106,
"grad_norm": 1.375,
"learning_rate": 0.000257,
"loss": 6.4667,
"mean_token_accuracy": 0.10057351440191269,
"num_tokens": 1478089.0,
"step": 515
},
{
"entropy": 6.7661386013031,
"epoch": 0.6168446026097272,
"grad_norm": 1.375,
"learning_rate": 0.0002595,
"loss": 6.4698,
"mean_token_accuracy": 0.10367124900221825,
"num_tokens": 1492225.0,
"step": 520
},
{
"entropy": 6.823407316207886,
"epoch": 0.6227758007117438,
"grad_norm": 1.515625,
"learning_rate": 0.000262,
"loss": 6.4847,
"mean_token_accuracy": 0.0941373310983181,
"num_tokens": 1506751.0,
"step": 525
},
{
"entropy": 6.816655206680298,
"epoch": 0.6287069988137604,
"grad_norm": 1.1015625,
"learning_rate": 0.00026450000000000003,
"loss": 6.3687,
"mean_token_accuracy": 0.10237260162830353,
"num_tokens": 1520590.0,
"step": 530
},
{
"entropy": 6.7571464538574215,
"epoch": 0.6346381969157769,
"grad_norm": 1.1328125,
"learning_rate": 0.00026700000000000004,
"loss": 6.4174,
"mean_token_accuracy": 0.1001747913658619,
"num_tokens": 1534752.0,
"step": 535
},
{
"entropy": 6.783740854263305,
"epoch": 0.6405693950177936,
"grad_norm": 1.21875,
"learning_rate": 0.00026950000000000005,
"loss": 6.3769,
"mean_token_accuracy": 0.10932414084672928,
"num_tokens": 1547891.0,
"step": 540
},
{
"entropy": 6.724957847595215,
"epoch": 0.6465005931198102,
"grad_norm": 1.375,
"learning_rate": 0.00027200000000000005,
"loss": 6.3247,
"mean_token_accuracy": 0.10839766561985016,
"num_tokens": 1562560.0,
"step": 545
},
{
"entropy": 6.809849119186401,
"epoch": 0.6524317912218268,
"grad_norm": 1.3203125,
"learning_rate": 0.0002745,
"loss": 6.4654,
"mean_token_accuracy": 0.10033882036805153,
"num_tokens": 1576896.0,
"step": 550
},
{
"entropy": 6.732705163955688,
"epoch": 0.6583629893238434,
"grad_norm": 1.234375,
"learning_rate": 0.000277,
"loss": 6.3496,
"mean_token_accuracy": 0.10360537618398666,
"num_tokens": 1590806.0,
"step": 555
},
{
"entropy": 6.740630769729615,
"epoch": 0.66429418742586,
"grad_norm": 1.3984375,
"learning_rate": 0.0002795,
"loss": 6.4697,
"mean_token_accuracy": 0.09847484454512596,
"num_tokens": 1605874.0,
"step": 560
},
{
"entropy": 6.772911071777344,
"epoch": 0.6702253855278766,
"grad_norm": 1.21875,
"learning_rate": 0.00028199999999999997,
"loss": 6.3582,
"mean_token_accuracy": 0.10450243502855301,
"num_tokens": 1620947.0,
"step": 565
},
{
"entropy": 6.672332429885865,
"epoch": 0.6761565836298933,
"grad_norm": 1.6796875,
"learning_rate": 0.0002845,
"loss": 6.393,
"mean_token_accuracy": 0.0936239667236805,
"num_tokens": 1635974.0,
"step": 570
},
{
"entropy": 6.685958909988403,
"epoch": 0.6820877817319099,
"grad_norm": 1.078125,
"learning_rate": 0.000287,
"loss": 6.3661,
"mean_token_accuracy": 0.10207983180880546,
"num_tokens": 1651502.0,
"step": 575
},
{
"entropy": 6.668765211105347,
"epoch": 0.6880189798339265,
"grad_norm": 1.15625,
"learning_rate": 0.0002895,
"loss": 6.3031,
"mean_token_accuracy": 0.10794700905680657,
"num_tokens": 1665547.0,
"step": 580
},
{
"entropy": 6.6357416152954105,
"epoch": 0.693950177935943,
"grad_norm": 1.1640625,
"learning_rate": 0.000292,
"loss": 6.2873,
"mean_token_accuracy": 0.10822367817163467,
"num_tokens": 1678875.0,
"step": 585
},
{
"entropy": 6.671806287765503,
"epoch": 0.6998813760379596,
"grad_norm": 1.28125,
"learning_rate": 0.0002945,
"loss": 6.3113,
"mean_token_accuracy": 0.10574031621217728,
"num_tokens": 1692673.0,
"step": 590
},
{
"entropy": 6.649136257171631,
"epoch": 0.7058125741399762,
"grad_norm": 1.2421875,
"learning_rate": 0.000297,
"loss": 6.3549,
"mean_token_accuracy": 0.10422232896089553,
"num_tokens": 1707318.0,
"step": 595
},
{
"entropy": 6.6383771896362305,
"epoch": 0.7117437722419929,
"grad_norm": 1.4921875,
"learning_rate": 0.0002995,
"loss": 6.3908,
"mean_token_accuracy": 0.09859651327133179,
"num_tokens": 1724331.0,
"step": 600
},
{
"entropy": 6.54994387626648,
"epoch": 0.7176749703440095,
"grad_norm": 1.359375,
"learning_rate": 0.000302,
"loss": 6.1816,
"mean_token_accuracy": 0.11202944293618203,
"num_tokens": 1736151.0,
"step": 605
},
{
"entropy": 6.531128454208374,
"epoch": 0.7236061684460261,
"grad_norm": 1.296875,
"learning_rate": 0.0003045,
"loss": 6.2535,
"mean_token_accuracy": 0.11085337772965431,
"num_tokens": 1749831.0,
"step": 610
},
{
"entropy": 6.670119380950927,
"epoch": 0.7295373665480427,
"grad_norm": 1.1796875,
"learning_rate": 0.000307,
"loss": 6.3033,
"mean_token_accuracy": 0.10853635594248771,
"num_tokens": 1764296.0,
"step": 615
},
{
"entropy": 6.622691011428833,
"epoch": 0.7354685646500593,
"grad_norm": 1.359375,
"learning_rate": 0.0003095,
"loss": 6.274,
"mean_token_accuracy": 0.11076630353927612,
"num_tokens": 1778042.0,
"step": 620
},
{
"entropy": 6.569571828842163,
"epoch": 0.741399762752076,
"grad_norm": 1.359375,
"learning_rate": 0.000312,
"loss": 6.2567,
"mean_token_accuracy": 0.11235617473721504,
"num_tokens": 1791614.0,
"step": 625
},
{
"entropy": 6.480262708663941,
"epoch": 0.7473309608540926,
"grad_norm": 1.1796875,
"learning_rate": 0.0003145,
"loss": 6.2203,
"mean_token_accuracy": 0.10766129791736603,
"num_tokens": 1807388.0,
"step": 630
},
{
"entropy": 6.692783164978027,
"epoch": 0.7532621589561092,
"grad_norm": 1.25,
"learning_rate": 0.000317,
"loss": 6.3265,
"mean_token_accuracy": 0.10339825823903084,
"num_tokens": 1820407.0,
"step": 635
},
{
"entropy": 6.493888711929321,
"epoch": 0.7591933570581257,
"grad_norm": 1.296875,
"learning_rate": 0.0003195,
"loss": 6.2041,
"mean_token_accuracy": 0.11163504943251609,
"num_tokens": 1834666.0,
"step": 640
},
{
"entropy": 6.516778469085693,
"epoch": 0.7651245551601423,
"grad_norm": 1.3671875,
"learning_rate": 0.000322,
"loss": 6.2915,
"mean_token_accuracy": 0.10899070277810097,
"num_tokens": 1848160.0,
"step": 645
},
{
"entropy": 6.624192810058593,
"epoch": 0.7710557532621589,
"grad_norm": 1.1484375,
"learning_rate": 0.00032450000000000003,
"loss": 6.3004,
"mean_token_accuracy": 0.11020564585924149,
"num_tokens": 1865140.0,
"step": 650
},
{
"entropy": 6.473660230636597,
"epoch": 0.7769869513641756,
"grad_norm": 1.078125,
"learning_rate": 0.00032700000000000003,
"loss": 6.1704,
"mean_token_accuracy": 0.11627639755606652,
"num_tokens": 1878447.0,
"step": 655
},
{
"entropy": 6.505875301361084,
"epoch": 0.7829181494661922,
"grad_norm": 1.2421875,
"learning_rate": 0.00032950000000000004,
"loss": 6.2289,
"mean_token_accuracy": 0.11153926998376847,
"num_tokens": 1893539.0,
"step": 660
},
{
"entropy": 6.592386484146118,
"epoch": 0.7888493475682088,
"grad_norm": 1.203125,
"learning_rate": 0.00033200000000000005,
"loss": 6.2853,
"mean_token_accuracy": 0.11337760239839553,
"num_tokens": 1908052.0,
"step": 665
},
{
"entropy": 6.493582057952881,
"epoch": 0.7947805456702254,
"grad_norm": 1.3984375,
"learning_rate": 0.00033450000000000005,
"loss": 6.1767,
"mean_token_accuracy": 0.11641135811805725,
"num_tokens": 1921528.0,
"step": 670
},
{
"entropy": 6.502324628829956,
"epoch": 0.800711743772242,
"grad_norm": 1.2734375,
"learning_rate": 0.000337,
"loss": 6.1962,
"mean_token_accuracy": 0.11467067450284958,
"num_tokens": 1935089.0,
"step": 675
},
{
"entropy": 6.515084457397461,
"epoch": 0.8066429418742586,
"grad_norm": 1.1953125,
"learning_rate": 0.0003395,
"loss": 6.3085,
"mean_token_accuracy": 0.10803200528025628,
"num_tokens": 1949717.0,
"step": 680
},
{
"entropy": 6.477928495407104,
"epoch": 0.8125741399762753,
"grad_norm": 1.3671875,
"learning_rate": 0.000342,
"loss": 6.171,
"mean_token_accuracy": 0.11270654797554017,
"num_tokens": 1962619.0,
"step": 685
},
{
"entropy": 6.589840030670166,
"epoch": 0.8185053380782918,
"grad_norm": 1.421875,
"learning_rate": 0.00034449999999999997,
"loss": 6.2633,
"mean_token_accuracy": 0.1094804771244526,
"num_tokens": 1977094.0,
"step": 690
},
{
"entropy": 6.4256690502166744,
"epoch": 0.8244365361803084,
"grad_norm": 1.234375,
"learning_rate": 0.000347,
"loss": 6.2222,
"mean_token_accuracy": 0.10567561089992523,
"num_tokens": 1992446.0,
"step": 695
},
{
"entropy": 6.449682807922363,
"epoch": 0.830367734282325,
"grad_norm": 1.1796875,
"learning_rate": 0.0003495,
"loss": 6.1737,
"mean_token_accuracy": 0.11305198296904564,
"num_tokens": 2008753.0,
"step": 700
},
{
"entropy": 6.401576709747315,
"epoch": 0.8362989323843416,
"grad_norm": 1.2265625,
"learning_rate": 0.000352,
"loss": 6.1256,
"mean_token_accuracy": 0.11778818741440773,
"num_tokens": 2024088.0,
"step": 705
},
{
"entropy": 6.476001882553101,
"epoch": 0.8422301304863582,
"grad_norm": 1.2578125,
"learning_rate": 0.0003545,
"loss": 6.1461,
"mean_token_accuracy": 0.11078088879585266,
"num_tokens": 2038449.0,
"step": 710
},
{
"entropy": 6.4743701934814455,
"epoch": 0.8481613285883749,
"grad_norm": 1.2265625,
"learning_rate": 0.000357,
"loss": 6.131,
"mean_token_accuracy": 0.12273426279425621,
"num_tokens": 2052038.0,
"step": 715
},
{
"entropy": 6.402703428268433,
"epoch": 0.8540925266903915,
"grad_norm": 1.25,
"learning_rate": 0.0003595,
"loss": 6.071,
"mean_token_accuracy": 0.11885945498943329,
"num_tokens": 2064907.0,
"step": 720
},
{
"entropy": 6.448020601272583,
"epoch": 0.8600237247924081,
"grad_norm": 0.98828125,
"learning_rate": 0.000362,
"loss": 6.2535,
"mean_token_accuracy": 0.11163201704621314,
"num_tokens": 2081295.0,
"step": 725
},
{
"entropy": 6.399222040176392,
"epoch": 0.8659549228944247,
"grad_norm": 1.1640625,
"learning_rate": 0.0003645,
"loss": 6.178,
"mean_token_accuracy": 0.11559945717453957,
"num_tokens": 2098077.0,
"step": 730
},
{
"entropy": 6.422470808029175,
"epoch": 0.8718861209964412,
"grad_norm": 1.3671875,
"learning_rate": 0.000367,
"loss": 6.1573,
"mean_token_accuracy": 0.11710702180862427,
"num_tokens": 2111716.0,
"step": 735
},
{
"entropy": 6.352961158752441,
"epoch": 0.8778173190984578,
"grad_norm": 1.4609375,
"learning_rate": 0.0003695,
"loss": 6.0612,
"mean_token_accuracy": 0.12471788600087166,
"num_tokens": 2125757.0,
"step": 740
},
{
"entropy": 6.467966890335083,
"epoch": 0.8837485172004745,
"grad_norm": 1.15625,
"learning_rate": 0.000372,
"loss": 6.2669,
"mean_token_accuracy": 0.11346666887402534,
"num_tokens": 2142929.0,
"step": 745
},
{
"entropy": 6.385439872741699,
"epoch": 0.8896797153024911,
"grad_norm": 1.4296875,
"learning_rate": 0.0003745,
"loss": 6.1379,
"mean_token_accuracy": 0.11529970616102218,
"num_tokens": 2155206.0,
"step": 750
},
{
"entropy": 6.316713285446167,
"epoch": 0.8956109134045077,
"grad_norm": 1.203125,
"learning_rate": 0.000377,
"loss": 6.0204,
"mean_token_accuracy": 0.1224408395588398,
"num_tokens": 2169816.0,
"step": 755
},
{
"entropy": 6.3729979515075685,
"epoch": 0.9015421115065243,
"grad_norm": 1.078125,
"learning_rate": 0.0003795,
"loss": 6.106,
"mean_token_accuracy": 0.11994262486696243,
"num_tokens": 2184827.0,
"step": 760
},
{
"entropy": 6.261362934112549,
"epoch": 0.9074733096085409,
"grad_norm": 1.3046875,
"learning_rate": 0.000382,
"loss": 6.0392,
"mean_token_accuracy": 0.11882986202836036,
"num_tokens": 2199333.0,
"step": 765
},
{
"entropy": 6.316654014587402,
"epoch": 0.9134045077105575,
"grad_norm": 0.921875,
"learning_rate": 0.0003845,
"loss": 6.0836,
"mean_token_accuracy": 0.12039939314126968,
"num_tokens": 2215239.0,
"step": 770
},
{
"entropy": 6.3938861846923825,
"epoch": 0.9193357058125742,
"grad_norm": 1.15625,
"learning_rate": 0.00038700000000000003,
"loss": 6.085,
"mean_token_accuracy": 0.1213831715285778,
"num_tokens": 2229369.0,
"step": 775
},
{
"entropy": 6.262855195999146,
"epoch": 0.9252669039145908,
"grad_norm": 1.125,
"learning_rate": 0.00038950000000000003,
"loss": 6.0793,
"mean_token_accuracy": 0.12699812799692153,
"num_tokens": 2242709.0,
"step": 780
},
{
"entropy": 6.378830051422119,
"epoch": 0.9311981020166074,
"grad_norm": 1.140625,
"learning_rate": 0.00039200000000000004,
"loss": 6.0655,
"mean_token_accuracy": 0.11725454851984977,
"num_tokens": 2257067.0,
"step": 785
},
{
"entropy": 6.268696022033692,
"epoch": 0.9371293001186239,
"grad_norm": 1.203125,
"learning_rate": 0.00039450000000000005,
"loss": 6.0146,
"mean_token_accuracy": 0.12406265735626221,
"num_tokens": 2270932.0,
"step": 790
},
{
"entropy": 6.312669181823731,
"epoch": 0.9430604982206405,
"grad_norm": 1.09375,
"learning_rate": 0.00039700000000000005,
"loss": 6.109,
"mean_token_accuracy": 0.11879168227314948,
"num_tokens": 2285517.0,
"step": 795
},
{
"entropy": 6.1997991561889645,
"epoch": 0.9489916963226572,
"grad_norm": 1.09375,
"learning_rate": 0.0003995,
"loss": 5.9847,
"mean_token_accuracy": 0.12326976284384727,
"num_tokens": 2298657.0,
"step": 800
},
{
"entropy": 6.30251636505127,
"epoch": 0.9549228944246738,
"grad_norm": 1.171875,
"learning_rate": 0.000402,
"loss": 5.9947,
"mean_token_accuracy": 0.1275511786341667,
"num_tokens": 2312521.0,
"step": 805
},
{
"entropy": 6.245606517791748,
"epoch": 0.9608540925266904,
"grad_norm": 1.28125,
"learning_rate": 0.0004045,
"loss": 5.98,
"mean_token_accuracy": 0.12642857506871225,
"num_tokens": 2325849.0,
"step": 810
},
{
"entropy": 6.244391679763794,
"epoch": 0.966785290628707,
"grad_norm": 1.3125,
"learning_rate": 0.00040699999999999997,
"loss": 6.0049,
"mean_token_accuracy": 0.12391034886240959,
"num_tokens": 2339717.0,
"step": 815
},
{
"entropy": 6.243370532989502,
"epoch": 0.9727164887307236,
"grad_norm": 1.125,
"learning_rate": 0.0004095,
"loss": 6.0679,
"mean_token_accuracy": 0.12291354686021805,
"num_tokens": 2353536.0,
"step": 820
},
{
"entropy": 6.279402780532837,
"epoch": 0.9786476868327402,
"grad_norm": 1.265625,
"learning_rate": 0.000412,
"loss": 6.0335,
"mean_token_accuracy": 0.11777281686663628,
"num_tokens": 2368626.0,
"step": 825
},
{
"entropy": 6.269067335128784,
"epoch": 0.9845788849347569,
"grad_norm": 1.2265625,
"learning_rate": 0.0004145,
"loss": 6.0985,
"mean_token_accuracy": 0.12023787796497346,
"num_tokens": 2383768.0,
"step": 830
},
{
"entropy": 6.300761365890503,
"epoch": 0.9905100830367735,
"grad_norm": 1.2265625,
"learning_rate": 0.000417,
"loss": 6.1254,
"mean_token_accuracy": 0.12162568196654319,
"num_tokens": 2398089.0,
"step": 835
},
{
"entropy": 6.220589017868042,
"epoch": 0.99644128113879,
"grad_norm": 1.1015625,
"learning_rate": 0.0004195,
"loss": 5.992,
"mean_token_accuracy": 0.12641523778438568,
"num_tokens": 2411354.0,
"step": 840
},
{
"entropy": 6.249312019348144,
"epoch": 1.0023724792408066,
"grad_norm": 1.015625,
"learning_rate": 0.000422,
"loss": 5.9945,
"mean_token_accuracy": 0.12419759780168534,
"num_tokens": 2425071.0,
"step": 845
},
{
"entropy": 6.2975963115692135,
"epoch": 1.0083036773428233,
"grad_norm": 1.1796875,
"learning_rate": 0.0004245,
"loss": 5.9569,
"mean_token_accuracy": 0.13322616517543792,
"num_tokens": 2439143.0,
"step": 850
},
{
"entropy": 6.093033933639527,
"epoch": 1.0142348754448398,
"grad_norm": 1.0078125,
"learning_rate": 0.000427,
"loss": 5.7989,
"mean_token_accuracy": 0.12915606275200844,
"num_tokens": 2453466.0,
"step": 855
},
{
"entropy": 6.169495487213135,
"epoch": 1.0201660735468565,
"grad_norm": 1.2734375,
"learning_rate": 0.0004295,
"loss": 5.9269,
"mean_token_accuracy": 0.13161411434412001,
"num_tokens": 2466802.0,
"step": 860
},
{
"entropy": 6.1576333999633786,
"epoch": 1.026097271648873,
"grad_norm": 1.1875,
"learning_rate": 0.000432,
"loss": 5.8612,
"mean_token_accuracy": 0.13197067752480507,
"num_tokens": 2480080.0,
"step": 865
},
{
"entropy": 6.120718669891358,
"epoch": 1.0320284697508897,
"grad_norm": 1.2890625,
"learning_rate": 0.0004345,
"loss": 5.9076,
"mean_token_accuracy": 0.13211096227169036,
"num_tokens": 2495196.0,
"step": 870
},
{
"entropy": 6.083641386032104,
"epoch": 1.0379596678529064,
"grad_norm": 1.15625,
"learning_rate": 0.000437,
"loss": 5.8176,
"mean_token_accuracy": 0.12702380120754242,
"num_tokens": 2510084.0,
"step": 875
},
{
"entropy": 6.16945514678955,
"epoch": 1.0438908659549229,
"grad_norm": 1.25,
"learning_rate": 0.0004395,
"loss": 5.8956,
"mean_token_accuracy": 0.1281700126826763,
"num_tokens": 2522834.0,
"step": 880
},
{
"entropy": 6.146343135833741,
"epoch": 1.0498220640569396,
"grad_norm": 1.1328125,
"learning_rate": 0.000442,
"loss": 5.8657,
"mean_token_accuracy": 0.13543630614876748,
"num_tokens": 2536778.0,
"step": 885
},
{
"entropy": 6.07814359664917,
"epoch": 1.055753262158956,
"grad_norm": 1.265625,
"learning_rate": 0.0004445,
"loss": 5.9005,
"mean_token_accuracy": 0.13273447826504708,
"num_tokens": 2551220.0,
"step": 890
},
{
"entropy": 6.273546886444092,
"epoch": 1.0616844602609727,
"grad_norm": 1.1796875,
"learning_rate": 0.000447,
"loss": 5.9534,
"mean_token_accuracy": 0.12553919553756715,
"num_tokens": 2565686.0,
"step": 895
},
{
"entropy": 6.094685745239258,
"epoch": 1.0676156583629894,
"grad_norm": 1.140625,
"learning_rate": 0.00044950000000000003,
"loss": 5.8687,
"mean_token_accuracy": 0.12925135344266891,
"num_tokens": 2579569.0,
"step": 900
},
{
"entropy": 6.097094774246216,
"epoch": 1.073546856465006,
"grad_norm": 1.5546875,
"learning_rate": 0.00045200000000000004,
"loss": 5.8717,
"mean_token_accuracy": 0.12844056114554406,
"num_tokens": 2593226.0,
"step": 905
},
{
"entropy": 6.054626512527466,
"epoch": 1.0794780545670226,
"grad_norm": 1.1015625,
"learning_rate": 0.00045450000000000004,
"loss": 5.8381,
"mean_token_accuracy": 0.13379990607500075,
"num_tokens": 2607711.0,
"step": 910
},
{
"entropy": 6.059130144119263,
"epoch": 1.085409252669039,
"grad_norm": 1.1171875,
"learning_rate": 0.00045700000000000005,
"loss": 5.8697,
"mean_token_accuracy": 0.130379880964756,
"num_tokens": 2623024.0,
"step": 915
},
{
"entropy": 6.079943466186523,
"epoch": 1.0913404507710558,
"grad_norm": 1.078125,
"learning_rate": 0.00045950000000000006,
"loss": 5.8499,
"mean_token_accuracy": 0.12744099125266076,
"num_tokens": 2637824.0,
"step": 920
},
{
"entropy": 6.051183843612671,
"epoch": 1.0972716488730723,
"grad_norm": 1.2421875,
"learning_rate": 0.000462,
"loss": 5.8486,
"mean_token_accuracy": 0.13178792968392372,
"num_tokens": 2652077.0,
"step": 925
},
{
"entropy": 6.085985422134399,
"epoch": 1.103202846975089,
"grad_norm": 1.2265625,
"learning_rate": 0.0004645,
"loss": 5.8555,
"mean_token_accuracy": 0.1309271603822708,
"num_tokens": 2666791.0,
"step": 930
},
{
"entropy": 6.091299629211425,
"epoch": 1.1091340450771057,
"grad_norm": 0.9765625,
"learning_rate": 0.000467,
"loss": 5.9439,
"mean_token_accuracy": 0.12866507172584535,
"num_tokens": 2681482.0,
"step": 935
},
{
"entropy": 6.0315086364746096,
"epoch": 1.1150652431791221,
"grad_norm": 1.046875,
"learning_rate": 0.0004695,
"loss": 5.7415,
"mean_token_accuracy": 0.13911210745573044,
"num_tokens": 2695305.0,
"step": 940
},
{
"entropy": 6.070809412002563,
"epoch": 1.1209964412811388,
"grad_norm": 1.125,
"learning_rate": 0.000472,
"loss": 5.81,
"mean_token_accuracy": 0.13352661579847336,
"num_tokens": 2712211.0,
"step": 945
},
{
"entropy": 6.029483652114868,
"epoch": 1.1269276393831553,
"grad_norm": 1.0859375,
"learning_rate": 0.0004745,
"loss": 5.8556,
"mean_token_accuracy": 0.13038185760378837,
"num_tokens": 2726888.0,
"step": 950
},
{
"entropy": 6.026515007019043,
"epoch": 1.132858837485172,
"grad_norm": 1.1015625,
"learning_rate": 0.000477,
"loss": 5.8209,
"mean_token_accuracy": 0.1355987899005413,
"num_tokens": 2741734.0,
"step": 955
},
{
"entropy": 6.002088499069214,
"epoch": 1.1387900355871885,
"grad_norm": 1.2890625,
"learning_rate": 0.0004795,
"loss": 5.8273,
"mean_token_accuracy": 0.13999779522418976,
"num_tokens": 2754680.0,
"step": 960
},
{
"entropy": 6.053714990615845,
"epoch": 1.1447212336892052,
"grad_norm": 1.2109375,
"learning_rate": 0.000482,
"loss": 5.8717,
"mean_token_accuracy": 0.12814902439713477,
"num_tokens": 2769572.0,
"step": 965
},
{
"entropy": 6.109354639053345,
"epoch": 1.150652431791222,
"grad_norm": 1.3125,
"learning_rate": 0.0004845,
"loss": 5.8165,
"mean_token_accuracy": 0.12989651635289193,
"num_tokens": 2782948.0,
"step": 970
},
{
"entropy": 5.920255517959594,
"epoch": 1.1565836298932384,
"grad_norm": 1.03125,
"learning_rate": 0.000487,
"loss": 5.7569,
"mean_token_accuracy": 0.13256713449954988,
"num_tokens": 2795399.0,
"step": 975
},
{
"entropy": 5.974841451644897,
"epoch": 1.162514827995255,
"grad_norm": 1.203125,
"learning_rate": 0.0004895,
"loss": 5.7628,
"mean_token_accuracy": 0.13333625793457032,
"num_tokens": 2809591.0,
"step": 980
},
{
"entropy": 6.011464214324951,
"epoch": 1.1684460260972718,
"grad_norm": 1.0546875,
"learning_rate": 0.000492,
"loss": 5.7889,
"mean_token_accuracy": 0.13518815189599992,
"num_tokens": 2824106.0,
"step": 985
},
{
"entropy": 6.024096918106079,
"epoch": 1.1743772241992882,
"grad_norm": 1.109375,
"learning_rate": 0.0004945,
"loss": 5.9184,
"mean_token_accuracy": 0.12920955419540406,
"num_tokens": 2838616.0,
"step": 990
},
{
"entropy": 5.981972026824951,
"epoch": 1.180308422301305,
"grad_norm": 1.3046875,
"learning_rate": 0.000497,
"loss": 5.798,
"mean_token_accuracy": 0.13885542377829552,
"num_tokens": 2851707.0,
"step": 995
},
{
"entropy": 6.011092615127564,
"epoch": 1.1862396204033214,
"grad_norm": 1.0390625,
"learning_rate": 0.0004995,
"loss": 5.8358,
"mean_token_accuracy": 0.1295635662972927,
"num_tokens": 2867644.0,
"step": 1000
},
{
"epoch": 1.1862396204033214,
"eval_entropy": 5.97049690024253,
"eval_loss": 6.048816204071045,
"eval_mean_token_accuracy": 0.130689339495144,
"eval_num_tokens": 2867644.0,
"eval_runtime": 2.4358,
"eval_samples_per_second": 1070.705,
"eval_steps_per_second": 133.838,
"step": 1000
}
],
"logging_steps": 5,
"max_steps": 8420,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 5083861082112000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}