|
{ |
|
"best_metric": 7.86433744430542, |
|
"best_model_checkpoint": "./qwen2.5-0.5b/qwen2.5-0.5b-expo-DPO-ES2-0.1/checkpoint-100", |
|
"epoch": 0.9919697685403873, |
|
"eval_steps": 50, |
|
"global_step": 350, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"dpo_loss": 0.6931471824645996, |
|
"epoch": 0.002834199338686821, |
|
"grad_norm": 18.442528136913708, |
|
"learning_rate": 5.681818181818181e-09, |
|
"logits": -1.359458565711975, |
|
"logps": -84.69721221923828, |
|
"loss": 0.6931, |
|
"objective": 0.6931471824645996, |
|
"ranking_idealized": 0.6458333134651184, |
|
"ranking_idealized_expo": 0.5833333134651184, |
|
"ranking_simple": 0.5833333134651184, |
|
"regularize": 0.6931471824645996, |
|
"step": 1, |
|
"wo_beta": 5.271125316619873 |
|
}, |
|
{ |
|
"dpo_loss": 0.6897825002670288, |
|
"epoch": 0.14170996693434104, |
|
"grad_norm": 17.687331232419115, |
|
"learning_rate": 2.840909090909091e-07, |
|
"logits": -1.467690110206604, |
|
"logps": -83.78176879882812, |
|
"loss": 0.689, |
|
"objective": 0.6897825002670288, |
|
"ranking_idealized": 0.608418345451355, |
|
"ranking_idealized_expo": 0.5229591727256775, |
|
"ranking_simple": 0.5259353518486023, |
|
"regularize": 0.6897825002670288, |
|
"step": 50, |
|
"wo_beta": 7.163306713104248 |
|
}, |
|
{ |
|
"epoch": 0.14170996693434104, |
|
"eval_dpo_loss": 0.6892488598823547, |
|
"eval_logits": -1.486922264099121, |
|
"eval_logps": -90.08146667480469, |
|
"eval_loss": 0.6874589920043945, |
|
"eval_objective": 0.6892488598823547, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5258799195289612, |
|
"eval_regularize": 0.6892488598823547, |
|
"eval_runtime": 308.1362, |
|
"eval_samples_per_second": 18.79, |
|
"eval_steps_per_second": 1.567, |
|
"eval_wo_beta": 7.8856682777404785, |
|
"step": 50 |
|
}, |
|
{ |
|
"dpo_loss": 0.6650223731994629, |
|
"epoch": 0.2834199338686821, |
|
"grad_norm": 19.38239421391755, |
|
"learning_rate": 5.681818181818182e-07, |
|
"logits": -1.5395574569702148, |
|
"logps": -83.69255828857422, |
|
"loss": 0.6673, |
|
"objective": 0.6650223731994629, |
|
"ranking_idealized": 0.6016666889190674, |
|
"ranking_idealized_expo": 0.5141666531562805, |
|
"ranking_simple": 0.527916669845581, |
|
"regularize": 0.6650223731994629, |
|
"step": 100, |
|
"wo_beta": 6.79261589050293 |
|
}, |
|
{ |
|
"epoch": 0.2834199338686821, |
|
"eval_dpo_loss": 0.6835533380508423, |
|
"eval_logits": -1.6164112091064453, |
|
"eval_logps": -90.96741485595703, |
|
"eval_loss": 0.6808017492294312, |
|
"eval_objective": 0.6835533380508423, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5331262946128845, |
|
"eval_regularize": 0.6835533380508423, |
|
"eval_runtime": 307.7224, |
|
"eval_samples_per_second": 18.816, |
|
"eval_steps_per_second": 1.57, |
|
"eval_wo_beta": 7.86433744430542, |
|
"step": 100 |
|
}, |
|
{ |
|
"dpo_loss": 0.6406400799751282, |
|
"epoch": 0.42512990080302315, |
|
"grad_norm": 18.95367759941799, |
|
"learning_rate": 8.522727272727273e-07, |
|
"logits": -1.6548144817352295, |
|
"logps": -86.31576538085938, |
|
"loss": 0.6376, |
|
"objective": 0.6406400799751282, |
|
"ranking_idealized": 0.6066666841506958, |
|
"ranking_idealized_expo": 0.5287500023841858, |
|
"ranking_simple": 0.5554166436195374, |
|
"regularize": 0.6406400799751282, |
|
"step": 150, |
|
"wo_beta": 6.808902740478516 |
|
}, |
|
{ |
|
"epoch": 0.42512990080302315, |
|
"eval_dpo_loss": 0.683335542678833, |
|
"eval_logits": -1.6873152256011963, |
|
"eval_logps": -94.63862609863281, |
|
"eval_loss": 0.6785484552383423, |
|
"eval_objective": 0.683335542678833, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5341615080833435, |
|
"eval_regularize": 0.683335542678833, |
|
"eval_runtime": 308.25, |
|
"eval_samples_per_second": 18.783, |
|
"eval_steps_per_second": 1.567, |
|
"eval_wo_beta": 8.17447566986084, |
|
"step": 150 |
|
}, |
|
{ |
|
"dpo_loss": 0.595325231552124, |
|
"epoch": 0.5668398677373642, |
|
"grad_norm": 18.26661888886481, |
|
"learning_rate": 9.99433669591504e-07, |
|
"logits": -1.7552146911621094, |
|
"logps": -90.12830352783203, |
|
"loss": 0.5955, |
|
"objective": 0.595325231552124, |
|
"ranking_idealized": 0.5924999713897705, |
|
"ranking_idealized_expo": 0.5166666507720947, |
|
"ranking_simple": 0.5649999976158142, |
|
"regularize": 0.595325231552124, |
|
"step": 200, |
|
"wo_beta": 6.764244556427002 |
|
}, |
|
{ |
|
"epoch": 0.5668398677373642, |
|
"eval_dpo_loss": 0.6818291544914246, |
|
"eval_logits": -1.8582650423049927, |
|
"eval_logps": -100.27864837646484, |
|
"eval_loss": 0.6808217167854309, |
|
"eval_objective": 0.6818291544914246, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5341615080833435, |
|
"eval_regularize": 0.6818291544914246, |
|
"eval_runtime": 307.6797, |
|
"eval_samples_per_second": 18.818, |
|
"eval_steps_per_second": 1.57, |
|
"eval_wo_beta": 7.903720855712891, |
|
"step": 200 |
|
}, |
|
{ |
|
"dpo_loss": 0.5614926218986511, |
|
"epoch": 0.7085498346717053, |
|
"grad_norm": 17.975386844775777, |
|
"learning_rate": 9.94624571028813e-07, |
|
"logits": -1.847279667854309, |
|
"logps": -92.22396850585938, |
|
"loss": 0.5623, |
|
"objective": 0.5614926218986511, |
|
"ranking_idealized": 0.5991666913032532, |
|
"ranking_idealized_expo": 0.5170833468437195, |
|
"ranking_simple": 0.5924999713897705, |
|
"regularize": 0.5614926218986511, |
|
"step": 250, |
|
"wo_beta": 6.590356349945068 |
|
}, |
|
{ |
|
"epoch": 0.7085498346717053, |
|
"eval_dpo_loss": 0.675693154335022, |
|
"eval_logits": -1.9406613111495972, |
|
"eval_logps": -97.30335998535156, |
|
"eval_loss": 0.6757029294967651, |
|
"eval_objective": 0.675693154335022, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5362318754196167, |
|
"eval_regularize": 0.675693154335022, |
|
"eval_runtime": 307.504, |
|
"eval_samples_per_second": 18.829, |
|
"eval_steps_per_second": 1.571, |
|
"eval_wo_beta": 7.916144847869873, |
|
"step": 250 |
|
}, |
|
{ |
|
"dpo_loss": 0.5231651067733765, |
|
"epoch": 0.8502598016060463, |
|
"grad_norm": 21.98858332084632, |
|
"learning_rate": 9.849553282839024e-07, |
|
"logits": -1.9162583351135254, |
|
"logps": -92.107177734375, |
|
"loss": 0.5255, |
|
"objective": 0.5231651067733765, |
|
"ranking_idealized": 0.5799999833106995, |
|
"ranking_idealized_expo": 0.4970833361148834, |
|
"ranking_simple": 0.5849999785423279, |
|
"regularize": 0.5231651067733765, |
|
"step": 300, |
|
"wo_beta": 6.37797212600708 |
|
}, |
|
{ |
|
"epoch": 0.8502598016060463, |
|
"eval_dpo_loss": 0.7118534445762634, |
|
"eval_logits": -2.031287431716919, |
|
"eval_logps": -102.48200988769531, |
|
"eval_loss": 0.7037488222122192, |
|
"eval_objective": 0.7118534445762634, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5351966619491577, |
|
"eval_regularize": 0.7118534445762634, |
|
"eval_runtime": 307.7923, |
|
"eval_samples_per_second": 18.811, |
|
"eval_steps_per_second": 1.569, |
|
"eval_wo_beta": 8.7955904006958, |
|
"step": 300 |
|
}, |
|
{ |
|
"dpo_loss": 0.4828701913356781, |
|
"epoch": 0.9919697685403873, |
|
"grad_norm": 21.148105751270688, |
|
"learning_rate": 9.705209506155634e-07, |
|
"logits": -1.863725185394287, |
|
"logps": -97.61394500732422, |
|
"loss": 0.4939, |
|
"objective": 0.4828701913356781, |
|
"ranking_idealized": 0.60916668176651, |
|
"ranking_idealized_expo": 0.5270833373069763, |
|
"ranking_simple": 0.6449999809265137, |
|
"regularize": 0.4828701913356781, |
|
"step": 350, |
|
"wo_beta": 5.530836582183838 |
|
}, |
|
{ |
|
"epoch": 0.9919697685403873, |
|
"eval_dpo_loss": 0.6916147470474243, |
|
"eval_logits": -1.9357593059539795, |
|
"eval_logps": -102.14349365234375, |
|
"eval_loss": 0.6897423267364502, |
|
"eval_objective": 0.6916147470474243, |
|
"eval_ranking_idealized": 0.6030020713806152, |
|
"eval_ranking_idealized_expo": 0.5222567319869995, |
|
"eval_ranking_simple": 0.5419254899024963, |
|
"eval_regularize": 0.6916147470474243, |
|
"eval_runtime": 309.7171, |
|
"eval_samples_per_second": 18.694, |
|
"eval_steps_per_second": 1.559, |
|
"eval_wo_beta": 8.39614486694336, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.9919697685403873, |
|
"step": 350, |
|
"total_flos": 0.0, |
|
"train_loss": 0.5958910301753453, |
|
"train_runtime": 9674.8125, |
|
"train_samples_per_second": 26.255, |
|
"train_steps_per_second": 0.182 |
|
} |
|
], |
|
"logging_steps": 50, |
|
"max_steps": 1760, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 50, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"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": 0.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|