{ "best_metric": 1.24324631690979, "best_model_checkpoint": "data/Llama-31-8B_task-1_120-samples_config-1/checkpoint-55", "epoch": 12.0, "eval_steps": 500, "global_step": 132, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09090909090909091, "grad_norm": 1.947190523147583, "learning_rate": 1.818181818181818e-06, "loss": 2.2569, "step": 1 }, { "epoch": 0.18181818181818182, "grad_norm": 1.950323462486267, "learning_rate": 3.636363636363636e-06, "loss": 2.3228, "step": 2 }, { "epoch": 0.36363636363636365, "grad_norm": 1.7120546102523804, "learning_rate": 7.272727272727272e-06, "loss": 2.076, "step": 4 }, { "epoch": 0.5454545454545454, "grad_norm": 1.5879558324813843, "learning_rate": 1.0909090909090909e-05, "loss": 2.0525, "step": 6 }, { "epoch": 0.7272727272727273, "grad_norm": 1.8351306915283203, "learning_rate": 1.4545454545454545e-05, "loss": 2.1059, "step": 8 }, { "epoch": 0.9090909090909091, "grad_norm": 1.7258864641189575, "learning_rate": 1.8181818181818182e-05, "loss": 1.8587, "step": 10 }, { "epoch": 1.0, "eval_loss": 1.8961697816848755, "eval_runtime": 9.6373, "eval_samples_per_second": 2.49, "eval_steps_per_second": 2.49, "step": 11 }, { "epoch": 1.0909090909090908, "grad_norm": 1.5399166345596313, "learning_rate": 2.1818181818181818e-05, "loss": 1.7527, "step": 12 }, { "epoch": 1.2727272727272727, "grad_norm": 1.6511270999908447, "learning_rate": 2.5454545454545454e-05, "loss": 1.8337, "step": 14 }, { "epoch": 1.4545454545454546, "grad_norm": 1.104617714881897, "learning_rate": 2.909090909090909e-05, "loss": 1.7403, "step": 16 }, { "epoch": 1.6363636363636362, "grad_norm": 0.8533787131309509, "learning_rate": 3.272727272727273e-05, "loss": 1.5971, "step": 18 }, { "epoch": 1.8181818181818183, "grad_norm": 0.8006373047828674, "learning_rate": 3.6363636363636364e-05, "loss": 1.503, "step": 20 }, { "epoch": 2.0, "grad_norm": 0.7819918394088745, "learning_rate": 4e-05, "loss": 1.5582, "step": 22 }, { "epoch": 2.0, "eval_loss": 1.5353227853775024, "eval_runtime": 9.6335, "eval_samples_per_second": 2.491, "eval_steps_per_second": 2.491, "step": 22 }, { "epoch": 2.1818181818181817, "grad_norm": 0.713280200958252, "learning_rate": 4.3636363636363636e-05, "loss": 1.5487, "step": 24 }, { "epoch": 2.3636363636363638, "grad_norm": 0.6750282645225525, "learning_rate": 4.7272727272727275e-05, "loss": 1.4773, "step": 26 }, { "epoch": 2.5454545454545454, "grad_norm": 0.7663286924362183, "learning_rate": 5.090909090909091e-05, "loss": 1.3698, "step": 28 }, { "epoch": 2.7272727272727275, "grad_norm": 0.6964442133903503, "learning_rate": 5.4545454545454546e-05, "loss": 1.2677, "step": 30 }, { "epoch": 2.909090909090909, "grad_norm": 0.7686213850975037, "learning_rate": 5.818181818181818e-05, "loss": 1.3116, "step": 32 }, { "epoch": 3.0, "eval_loss": 1.3440297842025757, "eval_runtime": 9.6307, "eval_samples_per_second": 2.492, "eval_steps_per_second": 2.492, "step": 33 }, { "epoch": 3.090909090909091, "grad_norm": 0.7271563410758972, "learning_rate": 6.181818181818182e-05, "loss": 1.3272, "step": 34 }, { "epoch": 3.2727272727272725, "grad_norm": 0.7131862640380859, "learning_rate": 6.545454545454546e-05, "loss": 1.2423, "step": 36 }, { "epoch": 3.4545454545454546, "grad_norm": 0.8657882809638977, "learning_rate": 6.90909090909091e-05, "loss": 1.2197, "step": 38 }, { "epoch": 3.6363636363636362, "grad_norm": 0.8501375317573547, "learning_rate": 7.272727272727273e-05, "loss": 1.1791, "step": 40 }, { "epoch": 3.8181818181818183, "grad_norm": 0.8458476662635803, "learning_rate": 7.636363636363637e-05, "loss": 1.1082, "step": 42 }, { "epoch": 4.0, "grad_norm": 0.8599070906639099, "learning_rate": 8e-05, "loss": 1.1103, "step": 44 }, { "epoch": 4.0, "eval_loss": 1.248623251914978, "eval_runtime": 9.6225, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 44 }, { "epoch": 4.181818181818182, "grad_norm": 0.9287438988685608, "learning_rate": 8.363636363636364e-05, "loss": 0.991, "step": 46 }, { "epoch": 4.363636363636363, "grad_norm": 1.0513927936553955, "learning_rate": 8.727272727272727e-05, "loss": 0.9697, "step": 48 }, { "epoch": 4.545454545454545, "grad_norm": 1.1929577589035034, "learning_rate": 9.090909090909092e-05, "loss": 1.0229, "step": 50 }, { "epoch": 4.7272727272727275, "grad_norm": 1.1892277002334595, "learning_rate": 9.454545454545455e-05, "loss": 0.9632, "step": 52 }, { "epoch": 4.909090909090909, "grad_norm": 1.2755712270736694, "learning_rate": 9.818181818181818e-05, "loss": 0.9015, "step": 54 }, { "epoch": 5.0, "eval_loss": 1.24324631690979, "eval_runtime": 9.6237, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 55 }, { "epoch": 5.090909090909091, "grad_norm": 1.26650071144104, "learning_rate": 9.999899300364532e-05, "loss": 0.871, "step": 56 }, { "epoch": 5.2727272727272725, "grad_norm": 1.2812609672546387, "learning_rate": 9.99909372761763e-05, "loss": 0.7046, "step": 58 }, { "epoch": 5.454545454545454, "grad_norm": 1.5597699880599976, "learning_rate": 9.997482711915927e-05, "loss": 0.6681, "step": 60 }, { "epoch": 5.636363636363637, "grad_norm": 1.8858792781829834, "learning_rate": 9.99506651282272e-05, "loss": 0.7369, "step": 62 }, { "epoch": 5.818181818181818, "grad_norm": 1.7140628099441528, "learning_rate": 9.991845519630678e-05, "loss": 0.6761, "step": 64 }, { "epoch": 6.0, "grad_norm": 1.500331163406372, "learning_rate": 9.987820251299122e-05, "loss": 0.6339, "step": 66 }, { "epoch": 6.0, "eval_loss": 1.3448349237442017, "eval_runtime": 9.633, "eval_samples_per_second": 2.491, "eval_steps_per_second": 2.491, "step": 66 }, { "epoch": 6.181818181818182, "grad_norm": 1.3713549375534058, "learning_rate": 9.982991356370404e-05, "loss": 0.527, "step": 68 }, { "epoch": 6.363636363636363, "grad_norm": 1.5518769025802612, "learning_rate": 9.977359612865423e-05, "loss": 0.4046, "step": 70 }, { "epoch": 6.545454545454545, "grad_norm": 2.7726385593414307, "learning_rate": 9.970925928158274e-05, "loss": 0.3872, "step": 72 }, { "epoch": 6.7272727272727275, "grad_norm": 3.0638201236724854, "learning_rate": 9.963691338830044e-05, "loss": 0.4758, "step": 74 }, { "epoch": 6.909090909090909, "grad_norm": 1.8400838375091553, "learning_rate": 9.955657010501806e-05, "loss": 0.2953, "step": 76 }, { "epoch": 7.0, "eval_loss": 1.664857268333435, "eval_runtime": 9.6249, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 77 }, { "epoch": 7.090909090909091, "grad_norm": 1.4201287031173706, "learning_rate": 9.946824237646824e-05, "loss": 0.2398, "step": 78 }, { "epoch": 7.2727272727272725, "grad_norm": 1.569122314453125, "learning_rate": 9.937194443381972e-05, "loss": 0.2232, "step": 80 }, { "epoch": 7.454545454545454, "grad_norm": 2.7534537315368652, "learning_rate": 9.926769179238466e-05, "loss": 0.1809, "step": 82 }, { "epoch": 7.636363636363637, "grad_norm": 3.2907912731170654, "learning_rate": 9.915550124911866e-05, "loss": 0.2009, "step": 84 }, { "epoch": 7.818181818181818, "grad_norm": 2.7623965740203857, "learning_rate": 9.903539087991462e-05, "loss": 0.2162, "step": 86 }, { "epoch": 8.0, "grad_norm": 2.723360776901245, "learning_rate": 9.890738003669029e-05, "loss": 0.2611, "step": 88 }, { "epoch": 8.0, "eval_loss": 1.9194618463516235, "eval_runtime": 9.6254, "eval_samples_per_second": 2.493, "eval_steps_per_second": 2.493, "step": 88 }, { "epoch": 8.181818181818182, "grad_norm": 1.1859649419784546, "learning_rate": 9.877148934427037e-05, "loss": 0.13, "step": 90 }, { "epoch": 8.363636363636363, "grad_norm": 1.631119966506958, "learning_rate": 9.862774069706346e-05, "loss": 0.0969, "step": 92 }, { "epoch": 8.545454545454545, "grad_norm": 1.6909385919570923, "learning_rate": 9.847615725553456e-05, "loss": 0.0749, "step": 94 }, { "epoch": 8.727272727272727, "grad_norm": 2.5971972942352295, "learning_rate": 9.831676344247342e-05, "loss": 0.0947, "step": 96 }, { "epoch": 8.909090909090908, "grad_norm": 2.3750057220458984, "learning_rate": 9.814958493905963e-05, "loss": 0.107, "step": 98 }, { "epoch": 9.0, "eval_loss": 2.4669106006622314, "eval_runtime": 9.6325, "eval_samples_per_second": 2.492, "eval_steps_per_second": 2.492, "step": 99 }, { "epoch": 9.090909090909092, "grad_norm": 1.5737000703811646, "learning_rate": 9.797464868072488e-05, "loss": 0.0641, "step": 100 }, { "epoch": 9.272727272727273, "grad_norm": 1.2060961723327637, "learning_rate": 9.779198285281325e-05, "loss": 0.0515, "step": 102 }, { "epoch": 9.454545454545455, "grad_norm": 0.8381581902503967, "learning_rate": 9.760161688604008e-05, "loss": 0.04, "step": 104 }, { "epoch": 9.636363636363637, "grad_norm": 2.207648754119873, "learning_rate": 9.740358145174998e-05, "loss": 0.0481, "step": 106 }, { "epoch": 9.818181818181818, "grad_norm": 2.044506311416626, "learning_rate": 9.719790845697533e-05, "loss": 0.0573, "step": 108 }, { "epoch": 10.0, "grad_norm": 2.117966413497925, "learning_rate": 9.698463103929542e-05, "loss": 0.0592, "step": 110 }, { "epoch": 10.0, "eval_loss": 2.5538697242736816, "eval_runtime": 9.6217, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 110 }, { "epoch": 10.181818181818182, "grad_norm": 1.4448171854019165, "learning_rate": 9.676378356149734e-05, "loss": 0.021, "step": 112 }, { "epoch": 10.363636363636363, "grad_norm": 1.2305335998535156, "learning_rate": 9.653540160603956e-05, "loss": 0.0286, "step": 114 }, { "epoch": 10.545454545454545, "grad_norm": 1.0550709962844849, "learning_rate": 9.629952196931901e-05, "loss": 0.0274, "step": 116 }, { "epoch": 10.727272727272727, "grad_norm": 1.6463170051574707, "learning_rate": 9.60561826557425e-05, "loss": 0.0486, "step": 118 }, { "epoch": 10.909090909090908, "grad_norm": 1.7919278144836426, "learning_rate": 9.580542287160348e-05, "loss": 0.06, "step": 120 }, { "epoch": 11.0, "eval_loss": 2.47693133354187, "eval_runtime": 9.6239, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 121 }, { "epoch": 11.090909090909092, "grad_norm": 0.7210983037948608, "learning_rate": 9.554728301876526e-05, "loss": 0.0226, "step": 122 }, { "epoch": 11.272727272727273, "grad_norm": 0.9753442406654358, "learning_rate": 9.528180468815155e-05, "loss": 0.0168, "step": 124 }, { "epoch": 11.454545454545455, "grad_norm": 1.1973837614059448, "learning_rate": 9.50090306530454e-05, "loss": 0.0248, "step": 126 }, { "epoch": 11.636363636363637, "grad_norm": 0.9973687529563904, "learning_rate": 9.472900486219769e-05, "loss": 0.0107, "step": 128 }, { "epoch": 11.818181818181818, "grad_norm": 1.4094384908676147, "learning_rate": 9.444177243274618e-05, "loss": 0.0223, "step": 130 }, { "epoch": 12.0, "grad_norm": 1.581376552581787, "learning_rate": 9.414737964294636e-05, "loss": 0.0548, "step": 132 }, { "epoch": 12.0, "eval_loss": 2.9299166202545166, "eval_runtime": 9.6267, "eval_samples_per_second": 2.493, "eval_steps_per_second": 2.493, "step": 132 }, { "epoch": 12.0, "step": 132, "total_flos": 1.6209403933884416e+16, "train_loss": 0.7309455393926438, "train_runtime": 1236.3069, "train_samples_per_second": 3.559, "train_steps_per_second": 0.445 } ], "logging_steps": 2, "max_steps": 550, "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": 1.6209403933884416e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }