astrid / checkpoint-40 /trainer_state.json
MaslovGY's picture
Upload folder using huggingface_hub
29f1451 verified
Raw
History Blame Contribute Delete
6.73 kB
{
"best_global_step": 40,
"best_metric": 2.39176344871521,
"best_model_checkpoint": "./outputs/astrid-llama-8b/checkpoint-40",
"epoch": 13.444444444444445,
"eval_steps": 5,
"global_step": 40,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0,
"eval_loss": 3.2546439170837402,
"eval_runtime": 3.0517,
"eval_samples_per_second": 7.209,
"eval_steps_per_second": 3.605,
"memory/device_reserved (GiB)": 12.15,
"memory/max_active (GiB)": 11.95,
"memory/max_allocated (GiB)": 11.95,
"step": 0
},
{
"epoch": 1.8888888888888888,
"grad_norm": 9.879115104675293,
"learning_rate": 8.000000000000001e-06,
"loss": 3.1725,
"memory/device_reserved (GiB)": 17.46,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 5,
"tokens_per_second_per_gpu": 606.65
},
{
"epoch": 1.8888888888888888,
"eval_loss": 3.214911460876465,
"eval_runtime": 2.571,
"eval_samples_per_second": 8.557,
"eval_steps_per_second": 4.278,
"memory/device_reserved (GiB)": 17.46,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 5
},
{
"epoch": 3.4444444444444446,
"grad_norm": 8.826162338256836,
"learning_rate": 1.8e-05,
"loss": 3.1171,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 10,
"tokens_per_second_per_gpu": 453.74
},
{
"epoch": 3.4444444444444446,
"eval_loss": 2.9428627490997314,
"eval_runtime": 2.5614,
"eval_samples_per_second": 8.589,
"eval_steps_per_second": 4.295,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 10
},
{
"epoch": 5.0,
"grad_norm": 9.603759765625,
"learning_rate": 1.913545457642601e-05,
"loss": 2.6355,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 15,
"tokens_per_second_per_gpu": 2687.33
},
{
"epoch": 5.0,
"eval_loss": 2.639833688735962,
"eval_runtime": 2.5641,
"eval_samples_per_second": 8.58,
"eval_steps_per_second": 4.29,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 15
},
{
"epoch": 6.888888888888889,
"grad_norm": 4.490882873535156,
"learning_rate": 1.5877852522924733e-05,
"loss": 2.3752,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 20,
"tokens_per_second_per_gpu": 575.3
},
{
"epoch": 6.888888888888889,
"eval_loss": 2.5206339359283447,
"eval_runtime": 2.5709,
"eval_samples_per_second": 8.557,
"eval_steps_per_second": 4.279,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 20
},
{
"epoch": 8.444444444444445,
"grad_norm": 3.118549346923828,
"learning_rate": 1.1045284632676535e-05,
"loss": 2.1869,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 25,
"tokens_per_second_per_gpu": 447.65
},
{
"epoch": 8.444444444444445,
"eval_loss": 2.446424961090088,
"eval_runtime": 2.572,
"eval_samples_per_second": 8.554,
"eval_steps_per_second": 4.277,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 25
},
{
"epoch": 10.0,
"grad_norm": 7.509883880615234,
"learning_rate": 5.932633569242e-06,
"loss": 2.0751,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 30,
"tokens_per_second_per_gpu": 2704.46
},
{
"epoch": 10.0,
"eval_loss": 2.41866397857666,
"eval_runtime": 2.5749,
"eval_samples_per_second": 8.544,
"eval_steps_per_second": 4.272,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 30
},
{
"epoch": 11.88888888888889,
"grad_norm": 3.0285682678222656,
"learning_rate": 1.9098300562505266e-06,
"loss": 2.0616,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 35,
"tokens_per_second_per_gpu": 575.33
},
{
"epoch": 11.88888888888889,
"eval_loss": 2.40836238861084,
"eval_runtime": 2.5669,
"eval_samples_per_second": 8.571,
"eval_steps_per_second": 4.285,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 35
},
{
"epoch": 13.444444444444445,
"grad_norm": 3.364469528198242,
"learning_rate": 5.4781046317267103e-08,
"loss": 2.0263,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 15.28,
"memory/max_allocated (GiB)": 15.28,
"step": 40,
"tokens_per_second_per_gpu": 447.5
},
{
"epoch": 13.444444444444445,
"eval_loss": 2.39176344871521,
"eval_runtime": 2.5947,
"eval_samples_per_second": 8.479,
"eval_steps_per_second": 4.239,
"memory/device_reserved (GiB)": 16.52,
"memory/max_active (GiB)": 12.13,
"memory/max_allocated (GiB)": 12.13,
"step": 40
}
],
"logging_steps": 5,
"max_steps": 40,
"num_input_tokens_seen": 0,
"num_train_epochs": 14,
"save_steps": 100,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"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": true
},
"attributes": {}
}
},
"total_flos": 2.301236913949901e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}