Mistral-7B-v0.1_caselaw / trainer_state.json
zlucia's picture
End of training
dd8cb87 verified
raw
history blame contribute delete
No virus
22.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"eval_steps": 50,
"global_step": 1524,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 3e-05,
"loss": 1.5105,
"step": 10
},
{
"epoch": 0.03,
"learning_rate": 3e-05,
"loss": 1.3015,
"step": 20
},
{
"epoch": 0.04,
"learning_rate": 3e-05,
"loss": 1.2713,
"step": 30
},
{
"epoch": 0.05,
"learning_rate": 3e-05,
"loss": 1.2762,
"step": 40
},
{
"epoch": 0.07,
"learning_rate": 3e-05,
"loss": 1.2324,
"step": 50
},
{
"epoch": 0.07,
"eval_loss": 1.237317442893982,
"eval_runtime": 19.2113,
"eval_samples_per_second": 25.662,
"eval_steps_per_second": 1.614,
"step": 50
},
{
"epoch": 0.08,
"learning_rate": 3e-05,
"loss": 1.2385,
"step": 60
},
{
"epoch": 0.09,
"learning_rate": 3e-05,
"loss": 1.2294,
"step": 70
},
{
"epoch": 0.1,
"learning_rate": 3e-05,
"loss": 1.2065,
"step": 80
},
{
"epoch": 0.12,
"learning_rate": 3e-05,
"loss": 1.2171,
"step": 90
},
{
"epoch": 0.13,
"learning_rate": 3e-05,
"loss": 1.2114,
"step": 100
},
{
"epoch": 0.13,
"eval_loss": 1.2198712825775146,
"eval_runtime": 19.1971,
"eval_samples_per_second": 25.681,
"eval_steps_per_second": 1.615,
"step": 100
},
{
"epoch": 0.14,
"learning_rate": 3e-05,
"loss": 1.1593,
"step": 110
},
{
"epoch": 0.16,
"learning_rate": 3e-05,
"loss": 1.1865,
"step": 120
},
{
"epoch": 0.17,
"learning_rate": 3e-05,
"loss": 1.1765,
"step": 130
},
{
"epoch": 0.18,
"learning_rate": 3e-05,
"loss": 1.2079,
"step": 140
},
{
"epoch": 0.2,
"learning_rate": 3e-05,
"loss": 1.1831,
"step": 150
},
{
"epoch": 0.2,
"eval_loss": 1.2110768556594849,
"eval_runtime": 19.4082,
"eval_samples_per_second": 25.402,
"eval_steps_per_second": 1.597,
"step": 150
},
{
"epoch": 0.21,
"learning_rate": 3e-05,
"loss": 1.2075,
"step": 160
},
{
"epoch": 0.22,
"learning_rate": 3e-05,
"loss": 1.2124,
"step": 170
},
{
"epoch": 0.24,
"learning_rate": 3e-05,
"loss": 1.2023,
"step": 180
},
{
"epoch": 0.25,
"learning_rate": 3e-05,
"loss": 1.1721,
"step": 190
},
{
"epoch": 0.26,
"learning_rate": 3e-05,
"loss": 1.2027,
"step": 200
},
{
"epoch": 0.26,
"eval_loss": 1.2048192024230957,
"eval_runtime": 19.3037,
"eval_samples_per_second": 25.539,
"eval_steps_per_second": 1.606,
"step": 200
},
{
"epoch": 0.28,
"learning_rate": 3e-05,
"loss": 1.1674,
"step": 210
},
{
"epoch": 0.29,
"learning_rate": 3e-05,
"loss": 1.1882,
"step": 220
},
{
"epoch": 0.3,
"learning_rate": 3e-05,
"loss": 1.2099,
"step": 230
},
{
"epoch": 0.31,
"learning_rate": 3e-05,
"loss": 1.1988,
"step": 240
},
{
"epoch": 0.33,
"learning_rate": 3e-05,
"loss": 1.1827,
"step": 250
},
{
"epoch": 0.33,
"eval_loss": 1.2000844478607178,
"eval_runtime": 19.2851,
"eval_samples_per_second": 25.564,
"eval_steps_per_second": 1.607,
"step": 250
},
{
"epoch": 0.34,
"learning_rate": 3e-05,
"loss": 1.1452,
"step": 260
},
{
"epoch": 0.35,
"learning_rate": 3e-05,
"loss": 1.185,
"step": 270
},
{
"epoch": 0.37,
"learning_rate": 3e-05,
"loss": 1.1979,
"step": 280
},
{
"epoch": 0.38,
"learning_rate": 3e-05,
"loss": 1.2155,
"step": 290
},
{
"epoch": 0.39,
"learning_rate": 3e-05,
"loss": 1.1696,
"step": 300
},
{
"epoch": 0.39,
"eval_loss": 1.1973345279693604,
"eval_runtime": 18.7078,
"eval_samples_per_second": 26.353,
"eval_steps_per_second": 1.657,
"step": 300
},
{
"epoch": 0.41,
"learning_rate": 3e-05,
"loss": 1.1426,
"step": 310
},
{
"epoch": 0.42,
"learning_rate": 3e-05,
"loss": 1.1691,
"step": 320
},
{
"epoch": 0.43,
"learning_rate": 3e-05,
"loss": 1.1991,
"step": 330
},
{
"epoch": 0.45,
"learning_rate": 3e-05,
"loss": 1.1992,
"step": 340
},
{
"epoch": 0.46,
"learning_rate": 3e-05,
"loss": 1.2186,
"step": 350
},
{
"epoch": 0.46,
"eval_loss": 1.193804383277893,
"eval_runtime": 18.8972,
"eval_samples_per_second": 26.088,
"eval_steps_per_second": 1.64,
"step": 350
},
{
"epoch": 0.47,
"learning_rate": 3e-05,
"loss": 1.1691,
"step": 360
},
{
"epoch": 0.49,
"learning_rate": 3e-05,
"loss": 1.1595,
"step": 370
},
{
"epoch": 0.5,
"learning_rate": 3e-05,
"loss": 1.1494,
"step": 380
},
{
"epoch": 0.51,
"learning_rate": 3e-05,
"loss": 1.1985,
"step": 390
},
{
"epoch": 0.52,
"learning_rate": 3e-05,
"loss": 1.1795,
"step": 400
},
{
"epoch": 0.52,
"eval_loss": 1.1919257640838623,
"eval_runtime": 19.3777,
"eval_samples_per_second": 25.442,
"eval_steps_per_second": 1.6,
"step": 400
},
{
"epoch": 0.54,
"learning_rate": 3e-05,
"loss": 1.1254,
"step": 410
},
{
"epoch": 0.55,
"learning_rate": 3e-05,
"loss": 1.1772,
"step": 420
},
{
"epoch": 0.56,
"learning_rate": 3e-05,
"loss": 1.1956,
"step": 430
},
{
"epoch": 0.58,
"learning_rate": 3e-05,
"loss": 1.1959,
"step": 440
},
{
"epoch": 0.59,
"learning_rate": 3e-05,
"loss": 1.2167,
"step": 450
},
{
"epoch": 0.59,
"eval_loss": 1.188421607017517,
"eval_runtime": 18.7028,
"eval_samples_per_second": 26.36,
"eval_steps_per_second": 1.658,
"step": 450
},
{
"epoch": 0.6,
"learning_rate": 3e-05,
"loss": 1.1625,
"step": 460
},
{
"epoch": 0.62,
"learning_rate": 3e-05,
"loss": 1.1979,
"step": 470
},
{
"epoch": 0.63,
"learning_rate": 3e-05,
"loss": 1.1705,
"step": 480
},
{
"epoch": 0.64,
"learning_rate": 3e-05,
"loss": 1.1998,
"step": 490
},
{
"epoch": 0.66,
"learning_rate": 3e-05,
"loss": 1.1992,
"step": 500
},
{
"epoch": 0.66,
"eval_loss": 1.1840450763702393,
"eval_runtime": 19.5434,
"eval_samples_per_second": 25.226,
"eval_steps_per_second": 1.586,
"step": 500
},
{
"epoch": 0.67,
"learning_rate": 3e-05,
"loss": 1.1842,
"step": 510
},
{
"epoch": 0.68,
"learning_rate": 3e-05,
"loss": 1.1598,
"step": 520
},
{
"epoch": 0.7,
"learning_rate": 3e-05,
"loss": 1.1538,
"step": 530
},
{
"epoch": 0.71,
"learning_rate": 3e-05,
"loss": 1.1506,
"step": 540
},
{
"epoch": 0.72,
"learning_rate": 3e-05,
"loss": 1.2032,
"step": 550
},
{
"epoch": 0.72,
"eval_loss": 1.1824493408203125,
"eval_runtime": 18.4972,
"eval_samples_per_second": 26.653,
"eval_steps_per_second": 1.676,
"step": 550
},
{
"epoch": 0.73,
"learning_rate": 3e-05,
"loss": 1.1795,
"step": 560
},
{
"epoch": 0.75,
"learning_rate": 3e-05,
"loss": 1.1604,
"step": 570
},
{
"epoch": 0.76,
"learning_rate": 3e-05,
"loss": 1.1548,
"step": 580
},
{
"epoch": 0.77,
"learning_rate": 3e-05,
"loss": 1.1876,
"step": 590
},
{
"epoch": 0.79,
"learning_rate": 3e-05,
"loss": 1.1841,
"step": 600
},
{
"epoch": 0.79,
"eval_loss": 1.1797986030578613,
"eval_runtime": 19.5627,
"eval_samples_per_second": 25.201,
"eval_steps_per_second": 1.585,
"step": 600
},
{
"epoch": 0.8,
"learning_rate": 3e-05,
"loss": 1.1579,
"step": 610
},
{
"epoch": 0.81,
"learning_rate": 3e-05,
"loss": 1.1858,
"step": 620
},
{
"epoch": 0.83,
"learning_rate": 3e-05,
"loss": 1.1994,
"step": 630
},
{
"epoch": 0.84,
"learning_rate": 3e-05,
"loss": 1.1712,
"step": 640
},
{
"epoch": 0.85,
"learning_rate": 3e-05,
"loss": 1.166,
"step": 650
},
{
"epoch": 0.85,
"eval_loss": 1.1789214611053467,
"eval_runtime": 19.1568,
"eval_samples_per_second": 25.735,
"eval_steps_per_second": 1.618,
"step": 650
},
{
"epoch": 0.87,
"learning_rate": 3e-05,
"loss": 1.1426,
"step": 660
},
{
"epoch": 0.88,
"learning_rate": 3e-05,
"loss": 1.1291,
"step": 670
},
{
"epoch": 0.89,
"learning_rate": 3e-05,
"loss": 1.1825,
"step": 680
},
{
"epoch": 0.91,
"learning_rate": 3e-05,
"loss": 1.1214,
"step": 690
},
{
"epoch": 0.92,
"learning_rate": 3e-05,
"loss": 1.1641,
"step": 700
},
{
"epoch": 0.92,
"eval_loss": 1.1761133670806885,
"eval_runtime": 18.1966,
"eval_samples_per_second": 27.093,
"eval_steps_per_second": 1.704,
"step": 700
},
{
"epoch": 0.93,
"learning_rate": 3e-05,
"loss": 1.1069,
"step": 710
},
{
"epoch": 0.94,
"learning_rate": 3e-05,
"loss": 1.1267,
"step": 720
},
{
"epoch": 0.96,
"learning_rate": 3e-05,
"loss": 1.1472,
"step": 730
},
{
"epoch": 0.97,
"learning_rate": 3e-05,
"loss": 1.2204,
"step": 740
},
{
"epoch": 0.98,
"learning_rate": 3e-05,
"loss": 1.1859,
"step": 750
},
{
"epoch": 0.98,
"eval_loss": 1.1751502752304077,
"eval_runtime": 18.7143,
"eval_samples_per_second": 26.343,
"eval_steps_per_second": 1.656,
"step": 750
},
{
"epoch": 1.0,
"learning_rate": 3e-05,
"loss": 1.1314,
"step": 760
},
{
"epoch": 1.01,
"learning_rate": 3e-05,
"loss": 1.12,
"step": 770
},
{
"epoch": 1.02,
"learning_rate": 3e-05,
"loss": 1.1007,
"step": 780
},
{
"epoch": 1.04,
"learning_rate": 3e-05,
"loss": 1.0822,
"step": 790
},
{
"epoch": 1.05,
"learning_rate": 3e-05,
"loss": 1.132,
"step": 800
},
{
"epoch": 1.05,
"eval_loss": 1.1736373901367188,
"eval_runtime": 19.2149,
"eval_samples_per_second": 25.657,
"eval_steps_per_second": 1.613,
"step": 800
},
{
"epoch": 1.06,
"learning_rate": 3e-05,
"loss": 1.1076,
"step": 810
},
{
"epoch": 1.08,
"learning_rate": 3e-05,
"loss": 1.1007,
"step": 820
},
{
"epoch": 1.09,
"learning_rate": 3e-05,
"loss": 1.1215,
"step": 830
},
{
"epoch": 1.1,
"learning_rate": 3e-05,
"loss": 1.0956,
"step": 840
},
{
"epoch": 1.12,
"learning_rate": 3e-05,
"loss": 1.1461,
"step": 850
},
{
"epoch": 1.12,
"eval_loss": 1.1723910570144653,
"eval_runtime": 18.6093,
"eval_samples_per_second": 26.492,
"eval_steps_per_second": 1.666,
"step": 850
},
{
"epoch": 1.13,
"learning_rate": 3e-05,
"loss": 1.0818,
"step": 860
},
{
"epoch": 1.14,
"learning_rate": 3e-05,
"loss": 1.0959,
"step": 870
},
{
"epoch": 1.15,
"learning_rate": 3e-05,
"loss": 1.0948,
"step": 880
},
{
"epoch": 1.17,
"learning_rate": 3e-05,
"loss": 1.1246,
"step": 890
},
{
"epoch": 1.18,
"learning_rate": 3e-05,
"loss": 1.0965,
"step": 900
},
{
"epoch": 1.18,
"eval_loss": 1.172638177871704,
"eval_runtime": 18.6729,
"eval_samples_per_second": 26.402,
"eval_steps_per_second": 1.66,
"step": 900
},
{
"epoch": 1.19,
"learning_rate": 3e-05,
"loss": 1.114,
"step": 910
},
{
"epoch": 1.21,
"learning_rate": 3e-05,
"loss": 1.1152,
"step": 920
},
{
"epoch": 1.22,
"learning_rate": 3e-05,
"loss": 1.0885,
"step": 930
},
{
"epoch": 1.23,
"learning_rate": 3e-05,
"loss": 1.1221,
"step": 940
},
{
"epoch": 1.25,
"learning_rate": 3e-05,
"loss": 1.1064,
"step": 950
},
{
"epoch": 1.25,
"eval_loss": 1.172351598739624,
"eval_runtime": 19.5348,
"eval_samples_per_second": 25.237,
"eval_steps_per_second": 1.587,
"step": 950
},
{
"epoch": 1.26,
"learning_rate": 3e-05,
"loss": 1.0518,
"step": 960
},
{
"epoch": 1.27,
"learning_rate": 3e-05,
"loss": 1.0938,
"step": 970
},
{
"epoch": 1.29,
"learning_rate": 3e-05,
"loss": 1.1184,
"step": 980
},
{
"epoch": 1.3,
"learning_rate": 3e-05,
"loss": 1.09,
"step": 990
},
{
"epoch": 1.31,
"learning_rate": 3e-05,
"loss": 1.123,
"step": 1000
},
{
"epoch": 1.31,
"eval_loss": 1.1728639602661133,
"eval_runtime": 18.8741,
"eval_samples_per_second": 26.12,
"eval_steps_per_second": 1.642,
"step": 1000
},
{
"epoch": 1.33,
"learning_rate": 3e-05,
"loss": 1.1059,
"step": 1010
},
{
"epoch": 1.34,
"learning_rate": 3e-05,
"loss": 1.1061,
"step": 1020
},
{
"epoch": 1.35,
"learning_rate": 3e-05,
"loss": 1.1147,
"step": 1030
},
{
"epoch": 1.36,
"learning_rate": 3e-05,
"loss": 1.1322,
"step": 1040
},
{
"epoch": 1.38,
"learning_rate": 3e-05,
"loss": 1.1079,
"step": 1050
},
{
"epoch": 1.38,
"eval_loss": 1.1694797277450562,
"eval_runtime": 18.842,
"eval_samples_per_second": 26.165,
"eval_steps_per_second": 1.645,
"step": 1050
},
{
"epoch": 1.39,
"learning_rate": 3e-05,
"loss": 1.0826,
"step": 1060
},
{
"epoch": 1.4,
"learning_rate": 3e-05,
"loss": 1.1194,
"step": 1070
},
{
"epoch": 1.42,
"learning_rate": 3e-05,
"loss": 1.1398,
"step": 1080
},
{
"epoch": 1.43,
"learning_rate": 3e-05,
"loss": 1.11,
"step": 1090
},
{
"epoch": 1.44,
"learning_rate": 3e-05,
"loss": 1.12,
"step": 1100
},
{
"epoch": 1.44,
"eval_loss": 1.1707435846328735,
"eval_runtime": 19.0362,
"eval_samples_per_second": 25.898,
"eval_steps_per_second": 1.628,
"step": 1100
},
{
"epoch": 1.46,
"learning_rate": 3e-05,
"loss": 1.0891,
"step": 1110
},
{
"epoch": 1.47,
"learning_rate": 3e-05,
"loss": 1.1216,
"step": 1120
},
{
"epoch": 1.48,
"learning_rate": 3e-05,
"loss": 1.1122,
"step": 1130
},
{
"epoch": 1.5,
"learning_rate": 3e-05,
"loss": 1.1065,
"step": 1140
},
{
"epoch": 1.51,
"learning_rate": 3e-05,
"loss": 1.1288,
"step": 1150
},
{
"epoch": 1.51,
"eval_loss": 1.1693464517593384,
"eval_runtime": 19.1181,
"eval_samples_per_second": 25.787,
"eval_steps_per_second": 1.622,
"step": 1150
},
{
"epoch": 1.52,
"learning_rate": 3e-05,
"loss": 1.1145,
"step": 1160
},
{
"epoch": 1.54,
"learning_rate": 3e-05,
"loss": 1.0812,
"step": 1170
},
{
"epoch": 1.55,
"learning_rate": 3e-05,
"loss": 1.1291,
"step": 1180
},
{
"epoch": 1.56,
"learning_rate": 3e-05,
"loss": 1.1114,
"step": 1190
},
{
"epoch": 1.57,
"learning_rate": 3e-05,
"loss": 1.133,
"step": 1200
},
{
"epoch": 1.57,
"eval_loss": 1.1675716638565063,
"eval_runtime": 19.1116,
"eval_samples_per_second": 25.796,
"eval_steps_per_second": 1.622,
"step": 1200
},
{
"epoch": 1.59,
"learning_rate": 3e-05,
"loss": 1.0918,
"step": 1210
},
{
"epoch": 1.6,
"learning_rate": 3e-05,
"loss": 1.1009,
"step": 1220
},
{
"epoch": 1.61,
"learning_rate": 3e-05,
"loss": 1.1279,
"step": 1230
},
{
"epoch": 1.63,
"learning_rate": 3e-05,
"loss": 1.1314,
"step": 1240
},
{
"epoch": 1.64,
"learning_rate": 3e-05,
"loss": 1.1647,
"step": 1250
},
{
"epoch": 1.64,
"eval_loss": 1.1693305969238281,
"eval_runtime": 18.9258,
"eval_samples_per_second": 26.049,
"eval_steps_per_second": 1.638,
"step": 1250
},
{
"epoch": 1.65,
"learning_rate": 3e-05,
"loss": 1.0633,
"step": 1260
},
{
"epoch": 1.67,
"learning_rate": 3e-05,
"loss": 1.0961,
"step": 1270
},
{
"epoch": 1.68,
"learning_rate": 3e-05,
"loss": 1.1106,
"step": 1280
},
{
"epoch": 1.69,
"learning_rate": 3e-05,
"loss": 1.1233,
"step": 1290
},
{
"epoch": 1.71,
"learning_rate": 3e-05,
"loss": 1.1269,
"step": 1300
},
{
"epoch": 1.71,
"eval_loss": 1.1658315658569336,
"eval_runtime": 18.972,
"eval_samples_per_second": 25.986,
"eval_steps_per_second": 1.634,
"step": 1300
},
{
"epoch": 1.72,
"learning_rate": 3e-05,
"loss": 1.0683,
"step": 1310
},
{
"epoch": 1.73,
"learning_rate": 3e-05,
"loss": 1.1079,
"step": 1320
},
{
"epoch": 1.75,
"learning_rate": 3e-05,
"loss": 1.1367,
"step": 1330
},
{
"epoch": 1.76,
"learning_rate": 3e-05,
"loss": 1.1077,
"step": 1340
},
{
"epoch": 1.77,
"learning_rate": 3e-05,
"loss": 1.1332,
"step": 1350
},
{
"epoch": 1.77,
"eval_loss": 1.1656816005706787,
"eval_runtime": 19.0244,
"eval_samples_per_second": 25.914,
"eval_steps_per_second": 1.629,
"step": 1350
},
{
"epoch": 1.78,
"learning_rate": 3e-05,
"loss": 1.0921,
"step": 1360
},
{
"epoch": 1.8,
"learning_rate": 3e-05,
"loss": 1.0669,
"step": 1370
},
{
"epoch": 1.81,
"learning_rate": 3e-05,
"loss": 1.1185,
"step": 1380
},
{
"epoch": 1.82,
"learning_rate": 3e-05,
"loss": 1.108,
"step": 1390
},
{
"epoch": 1.84,
"learning_rate": 3e-05,
"loss": 1.1276,
"step": 1400
},
{
"epoch": 1.84,
"eval_loss": 1.1681002378463745,
"eval_runtime": 18.4913,
"eval_samples_per_second": 26.661,
"eval_steps_per_second": 1.676,
"step": 1400
},
{
"epoch": 1.85,
"learning_rate": 3e-05,
"loss": 1.0666,
"step": 1410
},
{
"epoch": 1.86,
"learning_rate": 3e-05,
"loss": 1.1286,
"step": 1420
},
{
"epoch": 1.88,
"learning_rate": 3e-05,
"loss": 1.1286,
"step": 1430
},
{
"epoch": 1.89,
"learning_rate": 3e-05,
"loss": 1.0967,
"step": 1440
},
{
"epoch": 1.9,
"learning_rate": 3e-05,
"loss": 1.1361,
"step": 1450
},
{
"epoch": 1.9,
"eval_loss": 1.1633367538452148,
"eval_runtime": 18.9278,
"eval_samples_per_second": 26.046,
"eval_steps_per_second": 1.638,
"step": 1450
},
{
"epoch": 1.92,
"learning_rate": 3e-05,
"loss": 1.0907,
"step": 1460
},
{
"epoch": 1.93,
"learning_rate": 3e-05,
"loss": 1.1137,
"step": 1470
},
{
"epoch": 1.94,
"learning_rate": 3e-05,
"loss": 1.125,
"step": 1480
},
{
"epoch": 1.96,
"learning_rate": 3e-05,
"loss": 1.1047,
"step": 1490
},
{
"epoch": 1.97,
"learning_rate": 3e-05,
"loss": 1.1205,
"step": 1500
},
{
"epoch": 1.97,
"eval_loss": 1.1639732122421265,
"eval_runtime": 19.1908,
"eval_samples_per_second": 25.689,
"eval_steps_per_second": 1.615,
"step": 1500
},
{
"epoch": 1.98,
"learning_rate": 3e-05,
"loss": 1.0902,
"step": 1510
},
{
"epoch": 1.99,
"learning_rate": 3e-05,
"loss": 1.0794,
"step": 1520
},
{
"epoch": 2.0,
"step": 1524,
"total_flos": 2.2001611985471406e+18,
"train_loss": 1.1488912840840697,
"train_runtime": 10306.9039,
"train_samples_per_second": 9.463,
"train_steps_per_second": 0.148
}
],
"logging_steps": 10,
"max_steps": 1524,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 100,
"total_flos": 2.2001611985471406e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}