LLaMA3-70B-qlora-bnb-A61K-2 / trainer_state.json
bzhang0426's picture
Upload 14 files
a0dc21b verified
raw
history blame
12.3 kB
{
"best_metric": 0.34317871928215027,
"best_model_checkpoint": "../../saves/LLaMA3-70B-qlora-bnb/lora/sft/A61K/checkpoint-500",
"epoch": 2.9925925925925925,
"eval_steps": 100,
"global_step": 606,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04938271604938271,
"grad_norm": 15.14680004119873,
"learning_rate": 9e-07,
"loss": 12.2914,
"step": 10
},
{
"epoch": 0.09876543209876543,
"grad_norm": 16.71466636657715,
"learning_rate": 3.6e-06,
"loss": 12.285,
"step": 20
},
{
"epoch": 0.14814814814814814,
"grad_norm": NaN,
"learning_rate": 6.3e-06,
"loss": 12.0986,
"step": 30
},
{
"epoch": 0.19753086419753085,
"grad_norm": 15.837638854980469,
"learning_rate": 9.3e-06,
"loss": 11.846,
"step": 40
},
{
"epoch": 0.24691358024691357,
"grad_norm": 19.359682083129883,
"learning_rate": 1.2299999999999999e-05,
"loss": 10.9695,
"step": 50
},
{
"epoch": 0.2962962962962963,
"grad_norm": 33.46400451660156,
"learning_rate": 1.53e-05,
"loss": 9.6625,
"step": 60
},
{
"epoch": 0.345679012345679,
"grad_norm": 18.000560760498047,
"learning_rate": 1.83e-05,
"loss": 7.6763,
"step": 70
},
{
"epoch": 0.3950617283950617,
"grad_norm": 23.49736976623535,
"learning_rate": 2.13e-05,
"loss": 5.599,
"step": 80
},
{
"epoch": 0.4444444444444444,
"grad_norm": 24.056060791015625,
"learning_rate": 2.43e-05,
"loss": 2.2361,
"step": 90
},
{
"epoch": 0.49382716049382713,
"grad_norm": 9.21530532836914,
"learning_rate": 2.7300000000000003e-05,
"loss": 0.5658,
"step": 100
},
{
"epoch": 0.49382716049382713,
"eval_loss": 0.43361854553222656,
"eval_runtime": 640.3211,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 100
},
{
"epoch": 0.5432098765432098,
"grad_norm": 11.147759437561035,
"learning_rate": 2.9999710893018065e-05,
"loss": 0.3497,
"step": 110
},
{
"epoch": 0.5925925925925926,
"grad_norm": 8.447771072387695,
"learning_rate": 2.9965031537858088e-05,
"loss": 0.3664,
"step": 120
},
{
"epoch": 0.6419753086419753,
"grad_norm": 5.72174596786499,
"learning_rate": 2.9872683924428126e-05,
"loss": 0.3909,
"step": 130
},
{
"epoch": 0.691358024691358,
"grad_norm": 8.332149505615234,
"learning_rate": 2.9723023917398982e-05,
"loss": 0.391,
"step": 140
},
{
"epoch": 0.7407407407407407,
"grad_norm": 6.015285491943359,
"learning_rate": 2.9516628236700468e-05,
"loss": 0.3285,
"step": 150
},
{
"epoch": 0.7901234567901234,
"grad_norm": 8.486276626586914,
"learning_rate": 2.9254292235111508e-05,
"loss": 0.3513,
"step": 160
},
{
"epoch": 0.8395061728395061,
"grad_norm": 19.51106834411621,
"learning_rate": 2.8937026833341146e-05,
"loss": 0.382,
"step": 170
},
{
"epoch": 0.8888888888888888,
"grad_norm": 9.629849433898926,
"learning_rate": 2.85660546244112e-05,
"loss": 0.3862,
"step": 180
},
{
"epoch": 0.9382716049382716,
"grad_norm": 6.940722942352295,
"learning_rate": 2.814280516235244e-05,
"loss": 0.4923,
"step": 190
},
{
"epoch": 0.9876543209876543,
"grad_norm": 7.83641242980957,
"learning_rate": 2.7668909453369486e-05,
"loss": 0.361,
"step": 200
},
{
"epoch": 0.9876543209876543,
"eval_loss": 0.3438129127025604,
"eval_runtime": 641.0521,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 200
},
{
"epoch": 1.037037037037037,
"grad_norm": 8.031428337097168,
"learning_rate": 2.7146193670702906e-05,
"loss": 0.3862,
"step": 210
},
{
"epoch": 1.0864197530864197,
"grad_norm": 4.103025436401367,
"learning_rate": 2.6576672117408486e-05,
"loss": 0.3276,
"step": 220
},
{
"epoch": 1.1358024691358024,
"grad_norm": 6.102336883544922,
"learning_rate": 2.5962539464171864e-05,
"loss": 0.3845,
"step": 230
},
{
"epoch": 1.1851851851851851,
"grad_norm": 11.080580711364746,
"learning_rate": 2.530616229207034e-05,
"loss": 0.3431,
"step": 240
},
{
"epoch": 1.2345679012345678,
"grad_norm": 7.723226547241211,
"learning_rate": 2.4610069972872206e-05,
"loss": 0.3262,
"step": 250
},
{
"epoch": 1.2839506172839505,
"grad_norm": 5.732240200042725,
"learning_rate": 2.3876944922016517e-05,
"loss": 0.3465,
"step": 260
},
{
"epoch": 1.3333333333333333,
"grad_norm": 6.469529151916504,
"learning_rate": 2.3109612261833967e-05,
"loss": 0.3217,
"step": 270
},
{
"epoch": 1.382716049382716,
"grad_norm": 3.8795225620269775,
"learning_rate": 2.2311028934841804e-05,
"loss": 0.3276,
"step": 280
},
{
"epoch": 1.4320987654320987,
"grad_norm": 4.8721466064453125,
"learning_rate": 2.1484272309065257e-05,
"loss": 0.3561,
"step": 290
},
{
"epoch": 1.4814814814814814,
"grad_norm": 6.701916217803955,
"learning_rate": 2.0632528319295113e-05,
"loss": 0.3343,
"step": 300
},
{
"epoch": 1.4814814814814814,
"eval_loss": 0.3502769470214844,
"eval_runtime": 641.2195,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 300
},
{
"epoch": 1.5308641975308643,
"grad_norm": 4.695794582366943,
"learning_rate": 1.9759079189979598e-05,
"loss": 0.3471,
"step": 310
},
{
"epoch": 1.5802469135802468,
"grad_norm": 4.3271870613098145,
"learning_rate": 1.8867290787060762e-05,
"loss": 0.3365,
"step": 320
},
{
"epoch": 1.6296296296296298,
"grad_norm": 4.225152969360352,
"learning_rate": 1.7960599647495552e-05,
"loss": 0.3332,
"step": 330
},
{
"epoch": 1.6790123456790123,
"grad_norm": 5.201157093048096,
"learning_rate": 1.713472257409928e-05,
"loss": 0.3339,
"step": 340
},
{
"epoch": 1.7283950617283952,
"grad_norm": 5.604823589324951,
"learning_rate": 1.6209378726328168e-05,
"loss": 0.3225,
"step": 350
},
{
"epoch": 1.7777777777777777,
"grad_norm": 4.6840715408325195,
"learning_rate": 1.5279374496481708e-05,
"loss": 0.3359,
"step": 360
},
{
"epoch": 1.8271604938271606,
"grad_norm": 7.939080715179443,
"learning_rate": 1.434829368750633e-05,
"loss": 0.3253,
"step": 370
},
{
"epoch": 1.876543209876543,
"grad_norm": 9.724854469299316,
"learning_rate": 1.3419724250982795e-05,
"loss": 0.3561,
"step": 380
},
{
"epoch": 1.925925925925926,
"grad_norm": 5.289661407470703,
"learning_rate": 1.2497244460832644e-05,
"loss": 0.3276,
"step": 390
},
{
"epoch": 1.9753086419753085,
"grad_norm": 5.043463230133057,
"learning_rate": 1.1584409124317906e-05,
"loss": 0.3275,
"step": 400
},
{
"epoch": 1.9753086419753085,
"eval_loss": 0.3461529314517975,
"eval_runtime": 641.2613,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 400
},
{
"epoch": 2.0246913580246915,
"grad_norm": 7.275540828704834,
"learning_rate": 1.0684735883470333e-05,
"loss": 0.3025,
"step": 410
},
{
"epoch": 2.074074074074074,
"grad_norm": 9.59693717956543,
"learning_rate": 9.80169165973814e-06,
"loss": 0.2947,
"step": 420
},
{
"epoch": 2.123456790123457,
"grad_norm": 11.817838668823242,
"learning_rate": 8.938679294086226e-06,
"loss": 0.2596,
"step": 430
},
{
"epoch": 2.1728395061728394,
"grad_norm": 5.468794822692871,
"learning_rate": 8.099024434032719e-06,
"loss": 0.3097,
"step": 440
},
{
"epoch": 2.2222222222222223,
"grad_norm": 8.117734909057617,
"learning_rate": 7.285962718153099e-06,
"loss": 0.306,
"step": 450
},
{
"epoch": 2.271604938271605,
"grad_norm": 5.816110134124756,
"learning_rate": 6.5026273074368575e-06,
"loss": 0.313,
"step": 460
},
{
"epoch": 2.3209876543209877,
"grad_norm": 7.187597751617432,
"learning_rate": 5.752036811544973e-06,
"loss": 0.3078,
"step": 470
},
{
"epoch": 2.3703703703703702,
"grad_norm": 17.781335830688477,
"learning_rate": 5.03708365649491e-06,
"loss": 0.3034,
"step": 480
},
{
"epoch": 2.419753086419753,
"grad_norm": 6.449460506439209,
"learning_rate": 4.3605229385984915e-06,
"loss": 0.3052,
"step": 490
},
{
"epoch": 2.4691358024691357,
"grad_norm": 8.452071189880371,
"learning_rate": 3.7249618076045316e-06,
"loss": 0.2916,
"step": 500
},
{
"epoch": 2.4691358024691357,
"eval_loss": 0.34317871928215027,
"eval_runtime": 641.0511,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 500
},
{
"epoch": 2.5185185185185186,
"grad_norm": 7.553008079528809,
"learning_rate": 3.1328494199585704e-06,
"loss": 0.2849,
"step": 510
},
{
"epoch": 2.567901234567901,
"grad_norm": 7.099052906036377,
"learning_rate": 2.5864675008951393e-06,
"loss": 0.2827,
"step": 520
},
{
"epoch": 2.617283950617284,
"grad_norm": 11.348811149597168,
"learning_rate": 2.0879215517319634e-06,
"loss": 0.3025,
"step": 530
},
{
"epoch": 2.6666666666666665,
"grad_norm": 11.900992393493652,
"learning_rate": 1.639132736248945e-06,
"loss": 0.2994,
"step": 540
},
{
"epoch": 2.7160493827160495,
"grad_norm": 8.492768287658691,
"learning_rate": 1.2418304774182077e-06,
"loss": 0.3024,
"step": 550
},
{
"epoch": 2.765432098765432,
"grad_norm": 4.38970422744751,
"learning_rate": 8.975457930137787e-07,
"loss": 0.3267,
"step": 560
},
{
"epoch": 2.814814814814815,
"grad_norm": 5.739566326141357,
"learning_rate": 6.076053957825411e-07,
"loss": 0.2997,
"step": 570
},
{
"epoch": 2.8641975308641974,
"grad_norm": 7.524597644805908,
"learning_rate": 3.7312658091147976e-07,
"loss": 0.2949,
"step": 580
},
{
"epoch": 2.9135802469135803,
"grad_norm": 5.539340019226074,
"learning_rate": 1.9501292049268593e-07,
"loss": 0.282,
"step": 590
},
{
"epoch": 2.962962962962963,
"grad_norm": 7.615926742553711,
"learning_rate": 7.395078157753921e-08,
"loss": 0.291,
"step": 600
},
{
"epoch": 2.962962962962963,
"eval_loss": 0.34410154819488525,
"eval_runtime": 641.306,
"eval_samples_per_second": 0.281,
"eval_steps_per_second": 0.281,
"step": 600
},
{
"epoch": 2.9925925925925925,
"step": 606,
"total_flos": 1.4871334589840622e+19,
"train_loss": 1.6824197243935992,
"train_runtime": 45546.3315,
"train_samples_per_second": 0.107,
"train_steps_per_second": 0.013
}
],
"logging_steps": 10,
"max_steps": 606,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"total_flos": 1.4871334589840622e+19,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}