| { |
| "best_metric": 0.31749844551086426, |
| "best_model_checkpoint": "data/Mistral-7B_task-3_60-samples_config-2_auto/checkpoint-23", |
| "epoch": 14.956521739130435, |
| "eval_steps": 500, |
| "global_step": 43, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.34782608695652173, |
| "grad_norm": 17.977815628051758, |
| "learning_rate": 1e-05, |
| "loss": 3.6306, |
| "step": 1 |
| }, |
| { |
| "epoch": 0.6956521739130435, |
| "grad_norm": 15.775712013244629, |
| "learning_rate": 2e-05, |
| "loss": 3.3566, |
| "step": 2 |
| }, |
| { |
| "epoch": 0.6956521739130435, |
| "eval_loss": 3.137718439102173, |
| "eval_runtime": 13.9512, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 2 |
| }, |
| { |
| "epoch": 1.391304347826087, |
| "grad_norm": 13.841619491577148, |
| "learning_rate": 4e-05, |
| "loss": 2.9037, |
| "step": 4 |
| }, |
| { |
| "epoch": 1.7391304347826086, |
| "eval_loss": 1.6298753023147583, |
| "eval_runtime": 13.9538, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 5 |
| }, |
| { |
| "epoch": 2.0869565217391304, |
| "grad_norm": 6.3933210372924805, |
| "learning_rate": 6e-05, |
| "loss": 1.9309, |
| "step": 6 |
| }, |
| { |
| "epoch": 2.782608695652174, |
| "grad_norm": 4.053845405578613, |
| "learning_rate": 8e-05, |
| "loss": 1.0538, |
| "step": 8 |
| }, |
| { |
| "epoch": 2.782608695652174, |
| "eval_loss": 0.6302464604377747, |
| "eval_runtime": 13.9507, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 8 |
| }, |
| { |
| "epoch": 3.4782608695652173, |
| "grad_norm": 1.7446203231811523, |
| "learning_rate": 0.0001, |
| "loss": 0.66, |
| "step": 10 |
| }, |
| { |
| "epoch": 3.8260869565217392, |
| "eval_loss": 0.4233952760696411, |
| "eval_runtime": 13.9537, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 11 |
| }, |
| { |
| "epoch": 4.173913043478261, |
| "grad_norm": 0.9669440388679504, |
| "learning_rate": 9.987820251299122e-05, |
| "loss": 0.4086, |
| "step": 12 |
| }, |
| { |
| "epoch": 4.869565217391305, |
| "grad_norm": 0.6000994443893433, |
| "learning_rate": 9.951340343707852e-05, |
| "loss": 0.3128, |
| "step": 14 |
| }, |
| { |
| "epoch": 4.869565217391305, |
| "eval_loss": 0.3451710045337677, |
| "eval_runtime": 13.9509, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 14 |
| }, |
| { |
| "epoch": 5.565217391304348, |
| "grad_norm": 0.7342979907989502, |
| "learning_rate": 9.890738003669029e-05, |
| "loss": 0.3005, |
| "step": 16 |
| }, |
| { |
| "epoch": 5.913043478260869, |
| "eval_loss": 0.33032771944999695, |
| "eval_runtime": 13.9554, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 17 |
| }, |
| { |
| "epoch": 6.260869565217392, |
| "grad_norm": 0.6136006116867065, |
| "learning_rate": 9.806308479691595e-05, |
| "loss": 0.2036, |
| "step": 18 |
| }, |
| { |
| "epoch": 6.956521739130435, |
| "grad_norm": 0.6082817912101746, |
| "learning_rate": 9.698463103929542e-05, |
| "loss": 0.2054, |
| "step": 20 |
| }, |
| { |
| "epoch": 6.956521739130435, |
| "eval_loss": 0.32321789860725403, |
| "eval_runtime": 13.9519, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 20 |
| }, |
| { |
| "epoch": 7.6521739130434785, |
| "grad_norm": 0.6066721081733704, |
| "learning_rate": 9.567727288213005e-05, |
| "loss": 0.1212, |
| "step": 22 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_loss": 0.31749844551086426, |
| "eval_runtime": 13.951, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 23 |
| }, |
| { |
| "epoch": 8.347826086956522, |
| "grad_norm": 0.51006680727005, |
| "learning_rate": 9.414737964294636e-05, |
| "loss": 0.1419, |
| "step": 24 |
| }, |
| { |
| "epoch": 8.695652173913043, |
| "eval_loss": 0.3295919597148895, |
| "eval_runtime": 13.9514, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 25 |
| }, |
| { |
| "epoch": 9.043478260869565, |
| "grad_norm": 0.6388974785804749, |
| "learning_rate": 9.24024048078213e-05, |
| "loss": 0.1023, |
| "step": 26 |
| }, |
| { |
| "epoch": 9.73913043478261, |
| "grad_norm": 0.5857882499694824, |
| "learning_rate": 9.045084971874738e-05, |
| "loss": 0.061, |
| "step": 28 |
| }, |
| { |
| "epoch": 9.73913043478261, |
| "eval_loss": 0.3818434178829193, |
| "eval_runtime": 13.9531, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 28 |
| }, |
| { |
| "epoch": 10.434782608695652, |
| "grad_norm": 0.3556278645992279, |
| "learning_rate": 8.83022221559489e-05, |
| "loss": 0.0402, |
| "step": 30 |
| }, |
| { |
| "epoch": 10.782608695652174, |
| "eval_loss": 0.43406710028648376, |
| "eval_runtime": 13.9503, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 31 |
| }, |
| { |
| "epoch": 11.130434782608695, |
| "grad_norm": 0.4472380578517914, |
| "learning_rate": 8.596699001693255e-05, |
| "loss": 0.0339, |
| "step": 32 |
| }, |
| { |
| "epoch": 11.826086956521738, |
| "grad_norm": 0.47187352180480957, |
| "learning_rate": 8.345653031794292e-05, |
| "loss": 0.0154, |
| "step": 34 |
| }, |
| { |
| "epoch": 11.826086956521738, |
| "eval_loss": 0.47563445568084717, |
| "eval_runtime": 13.9527, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 34 |
| }, |
| { |
| "epoch": 12.521739130434783, |
| "grad_norm": 0.27206021547317505, |
| "learning_rate": 8.07830737662829e-05, |
| "loss": 0.0099, |
| "step": 36 |
| }, |
| { |
| "epoch": 12.869565217391305, |
| "eval_loss": 0.5175532698631287, |
| "eval_runtime": 13.9478, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 37 |
| }, |
| { |
| "epoch": 13.217391304347826, |
| "grad_norm": 0.22185003757476807, |
| "learning_rate": 7.795964517353735e-05, |
| "loss": 0.0106, |
| "step": 38 |
| }, |
| { |
| "epoch": 13.91304347826087, |
| "grad_norm": 0.5242364406585693, |
| "learning_rate": 7.500000000000001e-05, |
| "loss": 0.0079, |
| "step": 40 |
| }, |
| { |
| "epoch": 13.91304347826087, |
| "eval_loss": 0.5291572213172913, |
| "eval_runtime": 13.9528, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 40 |
| }, |
| { |
| "epoch": 14.608695652173914, |
| "grad_norm": 0.16057375073432922, |
| "learning_rate": 7.191855733945387e-05, |
| "loss": 0.0045, |
| "step": 42 |
| }, |
| { |
| "epoch": 14.956521739130435, |
| "eval_loss": 0.5367021560668945, |
| "eval_runtime": 13.9492, |
| "eval_samples_per_second": 0.86, |
| "eval_steps_per_second": 0.86, |
| "step": 43 |
| }, |
| { |
| "epoch": 14.956521739130435, |
| "step": 43, |
| "total_flos": 6.864903491026944e+16, |
| "train_loss": 0.5593301863626166, |
| "train_runtime": 2558.7388, |
| "train_samples_per_second": 0.899, |
| "train_steps_per_second": 0.039 |
| } |
| ], |
| "logging_steps": 2, |
| "max_steps": 100, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 50, |
| "save_steps": 25, |
| "stateful_callbacks": { |
| "EarlyStoppingCallback": { |
| "args": { |
| "early_stopping_patience": 7, |
| "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": 6.864903491026944e+16, |
| "train_batch_size": 1, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|