yimingliang's picture
Upload 168 files
9180178 verified
{
"best_metric": 0.6997424960136414,
"best_model_checkpoint": "/ML-A100/team/mm/eamon/self_instruction/seed_ppl/qwen14B_models/qwen_14B_d0_iter1_model/checkpoint-300",
"epoch": 2.0,
"eval_steps": 100,
"global_step": 338,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05917159763313609,
"grad_norm": 0.586446509459034,
"learning_rate": 2.5e-05,
"loss": 1.0824,
"step": 10
},
{
"epoch": 0.11834319526627218,
"grad_norm": 2.2316997759806494,
"learning_rate": 5e-05,
"loss": 1.0109,
"step": 20
},
{
"epoch": 0.17751479289940827,
"grad_norm": 0.4074702236613225,
"learning_rate": 4.98781004037916e-05,
"loss": 0.6595,
"step": 30
},
{
"epoch": 0.23668639053254437,
"grad_norm": 0.3126617987747972,
"learning_rate": 4.951359037609088e-05,
"loss": 0.7391,
"step": 40
},
{
"epoch": 0.2958579881656805,
"grad_norm": 0.708271236864645,
"learning_rate": 4.891002460691306e-05,
"loss": 0.7051,
"step": 50
},
{
"epoch": 0.35502958579881655,
"grad_norm": 0.3826205284015388,
"learning_rate": 4.807328905014201e-05,
"loss": 0.7091,
"step": 60
},
{
"epoch": 0.41420118343195267,
"grad_norm": 0.4309917712753102,
"learning_rate": 4.7011543523897996e-05,
"loss": 0.6642,
"step": 70
},
{
"epoch": 0.47337278106508873,
"grad_norm": 0.46078253102774147,
"learning_rate": 4.573514213625505e-05,
"loss": 0.6352,
"step": 80
},
{
"epoch": 0.5325443786982249,
"grad_norm": 0.350545318021008,
"learning_rate": 4.425653231231344e-05,
"loss": 0.695,
"step": 90
},
{
"epoch": 0.591715976331361,
"grad_norm": 1.3918929820024042,
"learning_rate": 4.259013340731224e-05,
"loss": 0.6716,
"step": 100
},
{
"epoch": 0.591715976331361,
"eval_loss": 0.703880250453949,
"eval_runtime": 20.1945,
"eval_samples_per_second": 14.856,
"eval_steps_per_second": 1.882,
"step": 100
},
{
"epoch": 0.650887573964497,
"grad_norm": 0.46801886344571736,
"learning_rate": 4.075219608954278e-05,
"loss": 0.6649,
"step": 110
},
{
"epoch": 0.7100591715976331,
"grad_norm": 0.7261378819214507,
"learning_rate": 3.876064386435646e-05,
"loss": 0.6485,
"step": 120
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.6311105785325938,
"learning_rate": 3.663489828471953e-05,
"loss": 0.5978,
"step": 130
},
{
"epoch": 0.8284023668639053,
"grad_norm": 1.0566991845506082,
"learning_rate": 3.4395689552855955e-05,
"loss": 0.6504,
"step": 140
},
{
"epoch": 0.8875739644970414,
"grad_norm": 0.42416309958564125,
"learning_rate": 3.206485435998498e-05,
"loss": 0.6214,
"step": 150
},
{
"epoch": 0.9467455621301775,
"grad_norm": 0.42527966548399343,
"learning_rate": 2.9665122935613727e-05,
"loss": 0.6144,
"step": 160
},
{
"epoch": 1.0059171597633136,
"grad_norm": 0.3979436989011932,
"learning_rate": 2.7219897383073373e-05,
"loss": 0.6493,
"step": 170
},
{
"epoch": 1.0650887573964498,
"grad_norm": 0.24203747971705217,
"learning_rate": 2.475302346296336e-05,
"loss": 0.6474,
"step": 180
},
{
"epoch": 1.1242603550295858,
"grad_norm": 0.319431105160605,
"learning_rate": 2.2288558050064367e-05,
"loss": 0.564,
"step": 190
},
{
"epoch": 1.183431952662722,
"grad_norm": 0.5080338290607097,
"learning_rate": 1.9850534531472546e-05,
"loss": 0.5798,
"step": 200
},
{
"epoch": 1.183431952662722,
"eval_loss": 0.7010006904602051,
"eval_runtime": 18.8091,
"eval_samples_per_second": 15.95,
"eval_steps_per_second": 2.02,
"step": 200
},
{
"epoch": 1.242603550295858,
"grad_norm": 0.564376924960013,
"learning_rate": 1.746272843378493e-05,
"loss": 0.6323,
"step": 210
},
{
"epoch": 1.301775147928994,
"grad_norm": 0.498318513735455,
"learning_rate": 1.5148425564932084e-05,
"loss": 0.6106,
"step": 220
},
{
"epoch": 1.3609467455621302,
"grad_norm": 0.2827517725379645,
"learning_rate": 1.2930194931731382e-05,
"loss": 0.6374,
"step": 230
},
{
"epoch": 1.4201183431952662,
"grad_norm": 0.5094729039694312,
"learning_rate": 1.0829668647661559e-05,
"loss": 0.5758,
"step": 240
},
{
"epoch": 1.4792899408284024,
"grad_norm": 0.269479823527664,
"learning_rate": 8.867330977190877e-06,
"loss": 0.5988,
"step": 250
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.3701018971236146,
"learning_rate": 7.062318573891716e-06,
"loss": 0.5956,
"step": 260
},
{
"epoch": 1.5976331360946747,
"grad_norm": 0.43248474882397636,
"learning_rate": 5.4322338604131715e-06,
"loss": 0.5467,
"step": 270
},
{
"epoch": 1.6568047337278107,
"grad_norm": 0.896259597910678,
"learning_rate": 3.992973370223896e-06,
"loss": 0.599,
"step": 280
},
{
"epoch": 1.7159763313609466,
"grad_norm": 0.28651524116933125,
"learning_rate": 2.75857272513132e-06,
"loss": 0.5505,
"step": 290
},
{
"epoch": 1.7751479289940828,
"grad_norm": 0.5096606249052688,
"learning_rate": 1.7410697603511383e-06,
"loss": 0.5292,
"step": 300
},
{
"epoch": 1.7751479289940828,
"eval_loss": 0.6997424960136414,
"eval_runtime": 19.0297,
"eval_samples_per_second": 15.765,
"eval_steps_per_second": 1.997,
"step": 300
},
{
"epoch": 1.834319526627219,
"grad_norm": 0.6033783324728439,
"learning_rate": 9.503871319271551e-07,
"loss": 0.6355,
"step": 310
},
{
"epoch": 1.893491124260355,
"grad_norm": 0.5681857650004716,
"learning_rate": 3.9423555131007925e-07,
"loss": 0.6309,
"step": 320
},
{
"epoch": 1.952662721893491,
"grad_norm": 0.5632696843447448,
"learning_rate": 7.803859074854425e-08,
"loss": 0.5814,
"step": 330
},
{
"epoch": 2.0,
"step": 338,
"total_flos": 123391664193536.0,
"train_loss": 0.6494796699320776,
"train_runtime": 1192.6701,
"train_samples_per_second": 4.528,
"train_steps_per_second": 0.283
}
],
"logging_steps": 10,
"max_steps": 338,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 123391664193536.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}