LamaDiab's picture
Training in progress, epoch 2, checkpoint
3d2d4a4 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.9992356201031916,
"eval_steps": 1000,
"global_step": 15693,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00019116803670426305,
"grad_norm": 4.6432929039001465,
"learning_rate": 0.0,
"loss": 2.5575,
"step": 1
},
{
"epoch": 0.19116803670426305,
"grad_norm": 2.9217827320098877,
"learning_rate": 1.0609600679694139e-05,
"loss": 2.0273,
"step": 1000
},
{
"epoch": 0.19116803670426305,
"eval_cosine_accuracy": 0.948447048664093,
"eval_loss": 1.0634701251983643,
"eval_runtime": 24.1557,
"eval_samples_per_second": 391.874,
"eval_steps_per_second": 1.532,
"step": 1000
},
{
"epoch": 0.3823360734085261,
"grad_norm": 3.177168607711792,
"learning_rate": 2.122982158028887e-05,
"loss": 1.5838,
"step": 2000
},
{
"epoch": 0.3823360734085261,
"eval_cosine_accuracy": 0.9582716822624207,
"eval_loss": 0.9441654086112976,
"eval_runtime": 28.4841,
"eval_samples_per_second": 332.326,
"eval_steps_per_second": 1.299,
"step": 2000
},
{
"epoch": 0.5735041101127891,
"grad_norm": 2.7391252517700195,
"learning_rate": 2.4856048128759225e-05,
"loss": 1.3312,
"step": 3000
},
{
"epoch": 0.5735041101127891,
"eval_cosine_accuracy": 0.9655609726905823,
"eval_loss": 0.8855878114700317,
"eval_runtime": 23.5458,
"eval_samples_per_second": 402.025,
"eval_steps_per_second": 1.571,
"step": 3000
},
{
"epoch": 0.7646721468170522,
"grad_norm": 3.0197041034698486,
"learning_rate": 2.4073541741828953e-05,
"loss": 1.2429,
"step": 4000
},
{
"epoch": 0.7646721468170522,
"eval_cosine_accuracy": 0.9687302112579346,
"eval_loss": 0.8447386026382446,
"eval_runtime": 23.4979,
"eval_samples_per_second": 402.845,
"eval_steps_per_second": 1.575,
"step": 4000
},
{
"epoch": 0.9558401835213153,
"grad_norm": 3.199629783630371,
"learning_rate": 2.2652020358120533e-05,
"loss": 1.7176,
"step": 5000
},
{
"epoch": 0.9558401835213153,
"eval_cosine_accuracy": 0.9684132933616638,
"eval_loss": 0.8515172600746155,
"eval_runtime": 23.5494,
"eval_samples_per_second": 401.964,
"eval_steps_per_second": 1.571,
"step": 5000
},
{
"epoch": 1.1469520351614753,
"grad_norm": 2.7392985820770264,
"learning_rate": 2.0672198967023248e-05,
"loss": 1.61,
"step": 6000
},
{
"epoch": 1.1469520351614753,
"eval_cosine_accuracy": 0.9707373976707458,
"eval_loss": 0.8034478425979614,
"eval_runtime": 23.5058,
"eval_samples_per_second": 402.71,
"eval_steps_per_second": 1.574,
"step": 6000
},
{
"epoch": 1.3380470093636538,
"grad_norm": 2.6674864292144775,
"learning_rate": 1.823944505897115e-05,
"loss": 1.2334,
"step": 7000
},
{
"epoch": 1.3380470093636538,
"eval_cosine_accuracy": 0.9709486365318298,
"eval_loss": 0.7899209260940552,
"eval_runtime": 23.366,
"eval_samples_per_second": 405.118,
"eval_steps_per_second": 1.583,
"step": 7000
},
{
"epoch": 1.5291419835658322,
"grad_norm": 2.4728574752807617,
"learning_rate": 1.5492655130798728e-05,
"loss": 1.2111,
"step": 8000
},
{
"epoch": 1.5291419835658322,
"eval_cosine_accuracy": 0.9720050692558289,
"eval_loss": 0.784406840801239,
"eval_runtime": 23.2176,
"eval_samples_per_second": 407.708,
"eval_steps_per_second": 1.594,
"step": 8000
},
{
"epoch": 1.7202369577680106,
"grad_norm": 2.6904804706573486,
"learning_rate": 1.2578015279283461e-05,
"loss": 1.192,
"step": 9000
},
{
"epoch": 1.7202369577680106,
"eval_cosine_accuracy": 0.9716881513595581,
"eval_loss": 0.7789891362190247,
"eval_runtime": 23.3546,
"eval_samples_per_second": 405.315,
"eval_steps_per_second": 1.584,
"step": 9000
},
{
"epoch": 1.9113319319701891,
"grad_norm": 5.677177429199219,
"learning_rate": 9.661934964736864e-06,
"loss": 1.1742,
"step": 10000
},
{
"epoch": 1.9113319319701891,
"eval_cosine_accuracy": 0.9725332856178284,
"eval_loss": 0.7686395049095154,
"eval_runtime": 23.3491,
"eval_samples_per_second": 405.412,
"eval_steps_per_second": 1.585,
"step": 10000
},
{
"epoch": 2.1024269061723677,
"grad_norm": 2.5367815494537354,
"learning_rate": 6.899610037668264e-06,
"loss": 1.1347,
"step": 11000
},
{
"epoch": 2.1024269061723677,
"eval_cosine_accuracy": 0.9733784198760986,
"eval_loss": 0.7704218626022339,
"eval_runtime": 23.8618,
"eval_samples_per_second": 396.701,
"eval_steps_per_second": 1.551,
"step": 11000
},
{
"epoch": 2.2935218803745463,
"grad_norm": 3.3757665157318115,
"learning_rate": 4.448753637174272e-06,
"loss": 1.1288,
"step": 12000
},
{
"epoch": 2.2935218803745463,
"eval_cosine_accuracy": 0.9730615019798279,
"eval_loss": 0.7699152231216431,
"eval_runtime": 23.5668,
"eval_samples_per_second": 401.667,
"eval_steps_per_second": 1.57,
"step": 12000
},
{
"epoch": 2.484616854576725,
"grad_norm": 2.40852952003479,
"learning_rate": 2.4398020690224317e-06,
"loss": 1.1093,
"step": 13000
},
{
"epoch": 2.484616854576725,
"eval_cosine_accuracy": 0.9727445840835571,
"eval_loss": 0.7687693238258362,
"eval_runtime": 23.1387,
"eval_samples_per_second": 409.098,
"eval_steps_per_second": 1.599,
"step": 13000
},
{
"epoch": 2.675711828778903,
"grad_norm": 3.2049450874328613,
"learning_rate": 9.874551120119327e-07,
"loss": 1.1176,
"step": 14000
},
{
"epoch": 2.675711828778903,
"eval_cosine_accuracy": 0.9733784198760986,
"eval_loss": 0.7677363157272339,
"eval_runtime": 23.4321,
"eval_samples_per_second": 403.975,
"eval_steps_per_second": 1.579,
"step": 14000
},
{
"epoch": 2.8668068029810816,
"grad_norm": 2.339397668838501,
"learning_rate": 1.6900769526510123e-07,
"loss": 1.1247,
"step": 15000
},
{
"epoch": 2.8668068029810816,
"eval_cosine_accuracy": 0.9734840393066406,
"eval_loss": 0.7677423357963562,
"eval_runtime": 23.8594,
"eval_samples_per_second": 396.74,
"eval_steps_per_second": 1.551,
"step": 15000
}
],
"logging_steps": 1000,
"max_steps": 15693,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}