SujanKarki's picture
Upload folder using huggingface_hub
0e9dc67 verified
{
"best_metric": 0.45383939146995544,
"best_model_checkpoint": "Phi-3.5-mini-instruct_text_to_sql\\checkpoint-2000",
"epoch": 2.9806259314456036,
"eval_steps": 50,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07451564828614009,
"grad_norm": 0.05202275142073631,
"learning_rate": 0.0002,
"loss": 0.8765,
"step": 50
},
{
"epoch": 0.07451564828614009,
"eval_loss": 0.5696993470191956,
"eval_runtime": 27.4333,
"eval_samples_per_second": 4.593,
"eval_steps_per_second": 0.583,
"step": 50
},
{
"epoch": 0.14903129657228018,
"grad_norm": 0.038158852607011795,
"learning_rate": 0.0001996800092633612,
"loss": 0.5364,
"step": 100
},
{
"epoch": 0.14903129657228018,
"eval_loss": 0.5185158848762512,
"eval_runtime": 26.2689,
"eval_samples_per_second": 4.797,
"eval_steps_per_second": 0.609,
"step": 100
},
{
"epoch": 0.22354694485842028,
"grad_norm": 0.12953701615333557,
"learning_rate": 0.00019872208493487546,
"loss": 0.5099,
"step": 150
},
{
"epoch": 0.22354694485842028,
"eval_loss": 0.5075405240058899,
"eval_runtime": 26.9551,
"eval_samples_per_second": 4.674,
"eval_steps_per_second": 0.594,
"step": 150
},
{
"epoch": 0.29806259314456035,
"grad_norm": 0.036496683955192566,
"learning_rate": 0.0001971323575527731,
"loss": 0.5012,
"step": 200
},
{
"epoch": 0.29806259314456035,
"eval_loss": 0.49924516677856445,
"eval_runtime": 26.2588,
"eval_samples_per_second": 4.798,
"eval_steps_per_second": 0.609,
"step": 200
},
{
"epoch": 0.37257824143070045,
"grad_norm": 0.047366924583911896,
"learning_rate": 0.0001949210010777752,
"loss": 0.4915,
"step": 250
},
{
"epoch": 0.37257824143070045,
"eval_loss": 0.49416425824165344,
"eval_runtime": 26.2568,
"eval_samples_per_second": 4.799,
"eval_steps_per_second": 0.609,
"step": 250
},
{
"epoch": 0.44709388971684055,
"grad_norm": 0.035322971642017365,
"learning_rate": 0.00019210216778162994,
"loss": 0.4908,
"step": 300
},
{
"epoch": 0.44709388971684055,
"eval_loss": 0.48849040269851685,
"eval_runtime": 26.2674,
"eval_samples_per_second": 4.797,
"eval_steps_per_second": 0.609,
"step": 300
},
{
"epoch": 0.5216095380029806,
"grad_norm": 0.04145614430308342,
"learning_rate": 0.0001886938976751951,
"loss": 0.486,
"step": 350
},
{
"epoch": 0.5216095380029806,
"eval_loss": 0.48535990715026855,
"eval_runtime": 26.2577,
"eval_samples_per_second": 4.799,
"eval_steps_per_second": 0.609,
"step": 350
},
{
"epoch": 0.5961251862891207,
"grad_norm": 0.04975809529423714,
"learning_rate": 0.00018471800305571129,
"loss": 0.4867,
"step": 400
},
{
"epoch": 0.5961251862891207,
"eval_loss": 0.4834245443344116,
"eval_runtime": 26.1969,
"eval_samples_per_second": 4.81,
"eval_steps_per_second": 0.611,
"step": 400
},
{
"epoch": 0.6706408345752608,
"grad_norm": 0.05116498842835426,
"learning_rate": 0.00018019992891214008,
"loss": 0.4792,
"step": 450
},
{
"epoch": 0.6706408345752608,
"eval_loss": 0.4825398325920105,
"eval_runtime": 26.1757,
"eval_samples_per_second": 4.814,
"eval_steps_per_second": 0.611,
"step": 450
},
{
"epoch": 0.7451564828614009,
"grad_norm": 0.039921361953020096,
"learning_rate": 0.00017516859008194938,
"loss": 0.4781,
"step": 500
},
{
"epoch": 0.7451564828614009,
"eval_loss": 0.4772830307483673,
"eval_runtime": 26.1948,
"eval_samples_per_second": 4.81,
"eval_steps_per_second": 0.611,
"step": 500
},
{
"epoch": 0.819672131147541,
"grad_norm": 0.04263721778988838,
"learning_rate": 0.00016965618620151017,
"loss": 0.4779,
"step": 550
},
{
"epoch": 0.819672131147541,
"eval_loss": 0.4743432402610779,
"eval_runtime": 26.2176,
"eval_samples_per_second": 4.806,
"eval_steps_per_second": 0.61,
"step": 550
},
{
"epoch": 0.8941877794336811,
"grad_norm": 0.04496975615620613,
"learning_rate": 0.00016369799563438958,
"loss": 0.4738,
"step": 600
},
{
"epoch": 0.8941877794336811,
"eval_loss": 0.47231313586235046,
"eval_runtime": 26.1874,
"eval_samples_per_second": 4.811,
"eval_steps_per_second": 0.611,
"step": 600
},
{
"epoch": 0.9687034277198212,
"grad_norm": 0.052979908883571625,
"learning_rate": 0.00015733214969635968,
"loss": 0.4727,
"step": 650
},
{
"epoch": 0.9687034277198212,
"eval_loss": 0.47076416015625,
"eval_runtime": 26.1834,
"eval_samples_per_second": 4.812,
"eval_steps_per_second": 0.611,
"step": 650
},
{
"epoch": 1.0432190760059612,
"grad_norm": 0.037279509007930756,
"learning_rate": 0.00015059938862204127,
"loss": 0.4623,
"step": 700
},
{
"epoch": 1.0432190760059612,
"eval_loss": 0.47042036056518555,
"eval_runtime": 26.1969,
"eval_samples_per_second": 4.81,
"eval_steps_per_second": 0.611,
"step": 700
},
{
"epoch": 1.1177347242921014,
"grad_norm": 0.044078536331653595,
"learning_rate": 0.00014354280083495006,
"loss": 0.4578,
"step": 750
},
{
"epoch": 1.1177347242921014,
"eval_loss": 0.4691551625728607,
"eval_runtime": 26.1904,
"eval_samples_per_second": 4.811,
"eval_steps_per_second": 0.611,
"step": 750
},
{
"epoch": 1.1922503725782414,
"grad_norm": 0.03993101418018341,
"learning_rate": 0.000136207547189569,
"loss": 0.459,
"step": 800
},
{
"epoch": 1.1922503725782414,
"eval_loss": 0.4670138359069824,
"eval_runtime": 26.8468,
"eval_samples_per_second": 4.693,
"eval_steps_per_second": 0.596,
"step": 800
},
{
"epoch": 1.2667660208643814,
"grad_norm": 0.050710201263427734,
"learning_rate": 0.00012864057195024643,
"loss": 0.4572,
"step": 850
},
{
"epoch": 1.2667660208643814,
"eval_loss": 0.4661361575126648,
"eval_runtime": 26.2737,
"eval_samples_per_second": 4.796,
"eval_steps_per_second": 0.609,
"step": 850
},
{
"epoch": 1.3412816691505216,
"grad_norm": 0.03542506694793701,
"learning_rate": 0.00012089030235660155,
"loss": 0.4543,
"step": 900
},
{
"epoch": 1.3412816691505216,
"eval_loss": 0.4644615650177002,
"eval_runtime": 26.2789,
"eval_samples_per_second": 4.795,
"eval_steps_per_second": 0.609,
"step": 900
},
{
"epoch": 1.4157973174366618,
"grad_norm": 0.03939700126647949,
"learning_rate": 0.00011300633869816275,
"loss": 0.456,
"step": 950
},
{
"epoch": 1.4157973174366618,
"eval_loss": 0.46352747082710266,
"eval_runtime": 26.4386,
"eval_samples_per_second": 4.766,
"eval_steps_per_second": 0.605,
"step": 950
},
{
"epoch": 1.4903129657228018,
"grad_norm": 0.03840464726090431,
"learning_rate": 0.00010503913688170396,
"loss": 0.457,
"step": 1000
},
{
"epoch": 1.4903129657228018,
"eval_loss": 0.46207883954048157,
"eval_runtime": 26.2982,
"eval_samples_per_second": 4.791,
"eval_steps_per_second": 0.608,
"step": 1000
},
{
"epoch": 1.5648286140089418,
"grad_norm": 0.04269999638199806,
"learning_rate": 9.703968552278915e-05,
"loss": 0.4459,
"step": 1050
},
{
"epoch": 1.5648286140089418,
"eval_loss": 0.4622659385204315,
"eval_runtime": 26.1338,
"eval_samples_per_second": 4.783,
"eval_steps_per_second": 0.612,
"step": 1050
},
{
"epoch": 1.639344262295082,
"grad_norm": 0.03784380853176117,
"learning_rate": 8.905917962807927e-05,
"loss": 0.4491,
"step": 1100
},
{
"epoch": 1.639344262295082,
"eval_loss": 0.46070215106010437,
"eval_runtime": 26.2581,
"eval_samples_per_second": 4.76,
"eval_steps_per_second": 0.609,
"step": 1100
},
{
"epoch": 1.713859910581222,
"grad_norm": 0.06169111654162407,
"learning_rate": 8.114869295677425e-05,
"loss": 0.4469,
"step": 1150
},
{
"epoch": 1.713859910581222,
"eval_loss": 0.45989012718200684,
"eval_runtime": 26.0654,
"eval_samples_per_second": 4.796,
"eval_steps_per_second": 0.614,
"step": 1150
},
{
"epoch": 1.788375558867362,
"grad_norm": 0.04420630633831024,
"learning_rate": 7.335885115801656e-05,
"loss": 0.4436,
"step": 1200
},
{
"epoch": 1.788375558867362,
"eval_loss": 0.4588496685028076,
"eval_runtime": 26.1244,
"eval_samples_per_second": 4.785,
"eval_steps_per_second": 0.612,
"step": 1200
},
{
"epoch": 1.8628912071535022,
"grad_norm": 0.04250326752662659,
"learning_rate": 6.573950777611587e-05,
"loss": 0.4437,
"step": 1250
},
{
"epoch": 1.8628912071535022,
"eval_loss": 0.4583075940608978,
"eval_runtime": 26.1348,
"eval_samples_per_second": 4.783,
"eval_steps_per_second": 0.612,
"step": 1250
},
{
"epoch": 1.9374068554396424,
"grad_norm": 0.04410432279109955,
"learning_rate": 5.833942519710177e-05,
"loss": 0.443,
"step": 1300
},
{
"epoch": 1.9374068554396424,
"eval_loss": 0.45751953125,
"eval_runtime": 26.366,
"eval_samples_per_second": 4.741,
"eval_steps_per_second": 0.607,
"step": 1300
},
{
"epoch": 2.0119225037257826,
"grad_norm": 0.04371315613389015,
"learning_rate": 5.1205962578487155e-05,
"loss": 0.4411,
"step": 1350
},
{
"epoch": 2.0119225037257826,
"eval_loss": 0.45691409707069397,
"eval_runtime": 26.3933,
"eval_samples_per_second": 4.736,
"eval_steps_per_second": 0.606,
"step": 1350
},
{
"epoch": 2.0864381520119224,
"grad_norm": 0.051224980503320694,
"learning_rate": 4.4384772759434425e-05,
"loss": 0.4348,
"step": 1400
},
{
"epoch": 2.0864381520119224,
"eval_loss": 0.4565175175666809,
"eval_runtime": 26.0441,
"eval_samples_per_second": 4.8,
"eval_steps_per_second": 0.614,
"step": 1400
},
{
"epoch": 2.1609538002980626,
"grad_norm": 0.043918948620557785,
"learning_rate": 3.7919510091042566e-05,
"loss": 0.4347,
"step": 1450
},
{
"epoch": 2.1609538002980626,
"eval_loss": 0.45600426197052,
"eval_runtime": 26.8649,
"eval_samples_per_second": 4.653,
"eval_steps_per_second": 0.596,
"step": 1450
},
{
"epoch": 2.235469448584203,
"grad_norm": 0.04387347772717476,
"learning_rate": 3.185155105658798e-05,
"loss": 0.4345,
"step": 1500
},
{
"epoch": 2.235469448584203,
"eval_loss": 0.45609042048454285,
"eval_runtime": 26.3484,
"eval_samples_per_second": 4.744,
"eval_steps_per_second": 0.607,
"step": 1500
},
{
"epoch": 2.3099850968703426,
"grad_norm": 0.046535104513168335,
"learning_rate": 2.6219729469697318e-05,
"loss": 0.4334,
"step": 1550
},
{
"epoch": 2.3099850968703426,
"eval_loss": 0.4557267725467682,
"eval_runtime": 26.0467,
"eval_samples_per_second": 4.799,
"eval_steps_per_second": 0.614,
"step": 1550
},
{
"epoch": 2.384500745156483,
"grad_norm": 0.07196968793869019,
"learning_rate": 2.1060087945134677e-05,
"loss": 0.4368,
"step": 1600
},
{
"epoch": 2.384500745156483,
"eval_loss": 0.455086886882782,
"eval_runtime": 26.0119,
"eval_samples_per_second": 4.805,
"eval_steps_per_second": 0.615,
"step": 1600
},
{
"epoch": 2.459016393442623,
"grad_norm": 0.043261125683784485,
"learning_rate": 1.640564723274486e-05,
"loss": 0.4371,
"step": 1650
},
{
"epoch": 2.459016393442623,
"eval_loss": 0.4548044502735138,
"eval_runtime": 26.0005,
"eval_samples_per_second": 4.808,
"eval_steps_per_second": 0.615,
"step": 1650
},
{
"epoch": 2.533532041728763,
"grad_norm": 0.041918862611055374,
"learning_rate": 1.2286194890771819e-05,
"loss": 0.435,
"step": 1700
},
{
"epoch": 2.533532041728763,
"eval_loss": 0.4544830322265625,
"eval_runtime": 26.0158,
"eval_samples_per_second": 4.805,
"eval_steps_per_second": 0.615,
"step": 1700
},
{
"epoch": 2.608047690014903,
"grad_norm": 0.047430962324142456,
"learning_rate": 8.728094651004648e-06,
"loss": 0.4362,
"step": 1750
},
{
"epoch": 2.608047690014903,
"eval_loss": 0.4543595314025879,
"eval_runtime": 25.999,
"eval_samples_per_second": 4.808,
"eval_steps_per_second": 0.615,
"step": 1750
},
{
"epoch": 2.682563338301043,
"grad_norm": 0.04513591527938843,
"learning_rate": 5.7541176957785605e-06,
"loss": 0.4336,
"step": 1800
},
{
"epoch": 2.682563338301043,
"eval_loss": 0.4540981352329254,
"eval_runtime": 25.9868,
"eval_samples_per_second": 4.81,
"eval_steps_per_second": 0.616,
"step": 1800
},
{
"epoch": 2.7570789865871834,
"grad_norm": 0.042494237422943115,
"learning_rate": 3.3832969266265112e-06,
"loss": 0.4329,
"step": 1850
},
{
"epoch": 2.7570789865871834,
"eval_loss": 0.45401909947395325,
"eval_runtime": 26.0307,
"eval_samples_per_second": 4.802,
"eval_steps_per_second": 0.615,
"step": 1850
},
{
"epoch": 2.8315946348733236,
"grad_norm": 0.043905071914196014,
"learning_rate": 1.6308051572357152e-06,
"loss": 0.4314,
"step": 1900
},
{
"epoch": 2.8315946348733236,
"eval_loss": 0.45391929149627686,
"eval_runtime": 26.0099,
"eval_samples_per_second": 4.806,
"eval_steps_per_second": 0.615,
"step": 1900
},
{
"epoch": 2.9061102831594634,
"grad_norm": 0.0461781844496727,
"learning_rate": 5.078580102509834e-07,
"loss": 0.436,
"step": 1950
},
{
"epoch": 2.9061102831594634,
"eval_loss": 0.4538543224334717,
"eval_runtime": 25.9988,
"eval_samples_per_second": 4.808,
"eval_steps_per_second": 0.615,
"step": 1950
},
{
"epoch": 2.9806259314456036,
"grad_norm": 0.04481622204184532,
"learning_rate": 2.164213936770576e-08,
"loss": 0.4332,
"step": 2000
},
{
"epoch": 2.9806259314456036,
"eval_loss": 0.45383939146995544,
"eval_runtime": 26.0241,
"eval_samples_per_second": 4.803,
"eval_steps_per_second": 0.615,
"step": 2000
}
],
"logging_steps": 50,
"max_steps": 2013,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 7.614496189018276e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}