| { |
| "best_metric": 0.9519919986664445, |
| "best_model_checkpoint": "/scratch/camembertv2/runs/results/flue-CLS/camembertv2-base-bf16-p2-17000/max_seq_length-1024-gradient_accumulation_steps-4-precision-fp32-learning_rate-3e-05-epochs-6-lr_scheduler-cosine-warmup_steps-0/SEED-1/checkpoint-1122", |
| "epoch": 5.984, |
| "eval_steps": 500, |
| "global_step": 1122, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.5333333333333333, |
| "grad_norm": 5.213508605957031, |
| "learning_rate": 2.9415834288858954e-05, |
| "loss": 0.3587, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.9973333333333333, |
| "eval_accuracy": 0.9234872478746458, |
| "eval_loss": 0.21121856570243835, |
| "eval_runtime": 52.6425, |
| "eval_samples_per_second": 113.957, |
| "eval_steps_per_second": 14.247, |
| "step": 187 |
| }, |
| { |
| "epoch": 1.0666666666666667, |
| "grad_norm": 7.258457183837891, |
| "learning_rate": 2.7708837099178863e-05, |
| "loss": 0.2208, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.6, |
| "grad_norm": 19.751707077026367, |
| "learning_rate": 2.5011964327923105e-05, |
| "loss": 0.164, |
| "step": 300 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9384897482913819, |
| "eval_loss": 0.1945669800043106, |
| "eval_runtime": 52.3758, |
| "eval_samples_per_second": 114.538, |
| "eval_steps_per_second": 14.32, |
| "step": 375 |
| }, |
| { |
| "epoch": 2.1333333333333333, |
| "grad_norm": 8.5791015625, |
| "learning_rate": 2.1535272055128672e-05, |
| "loss": 0.1581, |
| "step": 400 |
| }, |
| { |
| "epoch": 2.6666666666666665, |
| "grad_norm": 5.534102916717529, |
| "learning_rate": 1.754955553598965e-05, |
| "loss": 0.0974, |
| "step": 500 |
| }, |
| { |
| "epoch": 2.997333333333333, |
| "eval_accuracy": 0.9489914985830972, |
| "eval_loss": 0.20593389868736267, |
| "eval_runtime": 52.314, |
| "eval_samples_per_second": 114.673, |
| "eval_steps_per_second": 14.337, |
| "step": 562 |
| }, |
| { |
| "epoch": 3.2, |
| "grad_norm": 0.21238231658935547, |
| "learning_rate": 1.3365257293813959e-05, |
| "loss": 0.0864, |
| "step": 600 |
| }, |
| { |
| "epoch": 3.7333333333333334, |
| "grad_norm": 0.7444894313812256, |
| "learning_rate": 9.308287136370512e-06, |
| "loss": 0.0728, |
| "step": 700 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9511585264210701, |
| "eval_loss": 0.19625167548656464, |
| "eval_runtime": 52.4884, |
| "eval_samples_per_second": 114.292, |
| "eval_steps_per_second": 14.289, |
| "step": 750 |
| }, |
| { |
| "epoch": 4.266666666666667, |
| "grad_norm": 11.124679565429688, |
| "learning_rate": 5.694637444606099e-06, |
| "loss": 0.0612, |
| "step": 800 |
| }, |
| { |
| "epoch": 4.8, |
| "grad_norm": 6.557811260223389, |
| "learning_rate": 2.805770917454614e-06, |
| "loss": 0.0353, |
| "step": 900 |
| }, |
| { |
| "epoch": 4.997333333333334, |
| "eval_accuracy": 0.9516586097682947, |
| "eval_loss": 0.2168048769235611, |
| "eval_runtime": 52.2955, |
| "eval_samples_per_second": 114.713, |
| "eval_steps_per_second": 14.342, |
| "step": 937 |
| }, |
| { |
| "epoch": 5.333333333333333, |
| "grad_norm": 2.557724952697754, |
| "learning_rate": 8.66697790812731e-07, |
| "loss": 0.0445, |
| "step": 1000 |
| }, |
| { |
| "epoch": 5.866666666666667, |
| "grad_norm": 0.06581971794366837, |
| "learning_rate": 2.8450068944338436e-08, |
| "loss": 0.035, |
| "step": 1100 |
| }, |
| { |
| "epoch": 5.984, |
| "eval_accuracy": 0.9519919986664445, |
| "eval_loss": 0.2167392075061798, |
| "eval_runtime": 52.341, |
| "eval_samples_per_second": 114.614, |
| "eval_steps_per_second": 14.329, |
| "step": 1122 |
| }, |
| { |
| "epoch": 5.984, |
| "step": 1122, |
| "total_flos": 6620464611065820.0, |
| "train_loss": 0.11981426341435913, |
| "train_runtime": 1269.2954, |
| "train_samples_per_second": 28.348, |
| "train_steps_per_second": 0.884 |
| } |
| ], |
| "logging_steps": 100, |
| "max_steps": 1122, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 6, |
| "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": 6620464611065820.0, |
| "train_batch_size": 8, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|