{ "best_metric": 0.19583497941493988, "best_model_checkpoint": "multilingual-e5-small-aligned-quality-20241214-new/checkpoint-23439", "epoch": 3.0, "eval_steps": 500, "global_step": 23439, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.06399590426212723, "grad_norm": 1.3940926790237427, "learning_rate": 4.8933401595631215e-05, "loss": 0.3708, "step": 500 }, { "epoch": 0.12799180852425446, "grad_norm": 1.3164088726043701, "learning_rate": 4.786680319126243e-05, "loss": 0.3132, "step": 1000 }, { "epoch": 0.19198771278638166, "grad_norm": 1.3515187501907349, "learning_rate": 4.680020478689364e-05, "loss": 0.2973, "step": 1500 }, { "epoch": 0.2559836170485089, "grad_norm": 1.7389737367630005, "learning_rate": 4.573360638252485e-05, "loss": 0.2877, "step": 2000 }, { "epoch": 0.3199795213106361, "grad_norm": 1.2677313089370728, "learning_rate": 4.4667007978156063e-05, "loss": 0.2803, "step": 2500 }, { "epoch": 0.3839754255727633, "grad_norm": 1.3927785158157349, "learning_rate": 4.360040957378728e-05, "loss": 0.2743, "step": 3000 }, { "epoch": 0.4479713298348906, "grad_norm": 1.628334879875183, "learning_rate": 4.2533811169418495e-05, "loss": 0.2747, "step": 3500 }, { "epoch": 0.5119672340970178, "grad_norm": 1.4009227752685547, "learning_rate": 4.146721276504971e-05, "loss": 0.2672, "step": 4000 }, { "epoch": 0.575963138359145, "grad_norm": 1.4522840976715088, "learning_rate": 4.040061436068092e-05, "loss": 0.264, "step": 4500 }, { "epoch": 0.6399590426212722, "grad_norm": 1.5413362979888916, "learning_rate": 3.933401595631213e-05, "loss": 0.2588, "step": 5000 }, { "epoch": 0.7039549468833994, "grad_norm": 1.2421332597732544, "learning_rate": 3.8267417551943344e-05, "loss": 0.253, "step": 5500 }, { "epoch": 0.7679508511455266, "grad_norm": 1.3509016036987305, "learning_rate": 3.7200819147574556e-05, "loss": 0.2539, "step": 6000 }, { "epoch": 0.831946755407654, "grad_norm": 1.9007371664047241, "learning_rate": 3.613422074320577e-05, "loss": 0.2516, "step": 6500 }, { "epoch": 0.8959426596697811, "grad_norm": 1.3137174844741821, "learning_rate": 3.506762233883698e-05, "loss": 0.2464, "step": 7000 }, { "epoch": 0.9599385639319084, "grad_norm": 1.5280767679214478, "learning_rate": 3.400102393446819e-05, "loss": 0.2436, "step": 7500 }, { "epoch": 1.0, "eval_loss": 0.2296382337808609, "eval_mse": 0.22963822030546574, "eval_runtime": 103.0849, "eval_samples_per_second": 1766.611, "eval_steps_per_second": 220.828, "step": 7813 }, { "epoch": 1.0239344681940357, "grad_norm": 1.2579801082611084, "learning_rate": 3.293442553009941e-05, "loss": 0.2307, "step": 8000 }, { "epoch": 1.0879303724561629, "grad_norm": 1.494954228401184, "learning_rate": 3.1867827125730624e-05, "loss": 0.2053, "step": 8500 }, { "epoch": 1.15192627671829, "grad_norm": 1.6762491464614868, "learning_rate": 3.0801228721361836e-05, "loss": 0.2021, "step": 9000 }, { "epoch": 1.2159221809804173, "grad_norm": 1.3708257675170898, "learning_rate": 2.9734630316993045e-05, "loss": 0.2034, "step": 9500 }, { "epoch": 1.2799180852425445, "grad_norm": 1.57413649559021, "learning_rate": 2.866803191262426e-05, "loss": 0.2016, "step": 10000 }, { "epoch": 1.3439139895046717, "grad_norm": 1.1981782913208008, "learning_rate": 2.7601433508255476e-05, "loss": 0.2014, "step": 10500 }, { "epoch": 1.4079098937667989, "grad_norm": 2.0707337856292725, "learning_rate": 2.6534835103886685e-05, "loss": 0.1996, "step": 11000 }, { "epoch": 1.471905798028926, "grad_norm": 1.3037790060043335, "learning_rate": 2.54682366995179e-05, "loss": 0.1998, "step": 11500 }, { "epoch": 1.5359017022910533, "grad_norm": 1.331900715827942, "learning_rate": 2.4401638295149112e-05, "loss": 0.1995, "step": 12000 }, { "epoch": 1.5998976065531805, "grad_norm": 1.6664810180664062, "learning_rate": 2.3335039890780325e-05, "loss": 0.1995, "step": 12500 }, { "epoch": 1.6638935108153077, "grad_norm": 1.518689751625061, "learning_rate": 2.2268441486411537e-05, "loss": 0.1981, "step": 13000 }, { "epoch": 1.727889415077435, "grad_norm": 1.4883790016174316, "learning_rate": 2.120184308204275e-05, "loss": 0.1954, "step": 13500 }, { "epoch": 1.7918853193395623, "grad_norm": 1.3662298917770386, "learning_rate": 2.0135244677673965e-05, "loss": 0.1957, "step": 14000 }, { "epoch": 1.8558812236016895, "grad_norm": 1.4358400106430054, "learning_rate": 1.9068646273305177e-05, "loss": 0.1943, "step": 14500 }, { "epoch": 1.9198771278638167, "grad_norm": 1.3663334846496582, "learning_rate": 1.800204786893639e-05, "loss": 0.1959, "step": 15000 }, { "epoch": 1.983873032125944, "grad_norm": 1.3956917524337769, "learning_rate": 1.69354494645676e-05, "loss": 0.1927, "step": 15500 }, { "epoch": 2.0, "eval_loss": 0.2078620195388794, "eval_mse": 0.20786202507040266, "eval_runtime": 99.6454, "eval_samples_per_second": 1827.591, "eval_steps_per_second": 228.45, "step": 15626 }, { "epoch": 2.0478689363880713, "grad_norm": 1.112040638923645, "learning_rate": 1.5868851060198814e-05, "loss": 0.1722, "step": 16000 }, { "epoch": 2.1118648406501985, "grad_norm": 1.627584457397461, "learning_rate": 1.480225265583003e-05, "loss": 0.1648, "step": 16500 }, { "epoch": 2.1758607449123257, "grad_norm": 1.6189327239990234, "learning_rate": 1.3735654251461241e-05, "loss": 0.1637, "step": 17000 }, { "epoch": 2.239856649174453, "grad_norm": 1.2161808013916016, "learning_rate": 1.2669055847092454e-05, "loss": 0.1644, "step": 17500 }, { "epoch": 2.30385255343658, "grad_norm": 1.4423365592956543, "learning_rate": 1.1602457442723666e-05, "loss": 0.163, "step": 18000 }, { "epoch": 2.3678484576987073, "grad_norm": 1.298816204071045, "learning_rate": 1.053585903835488e-05, "loss": 0.1626, "step": 18500 }, { "epoch": 2.4318443619608345, "grad_norm": 1.2976384162902832, "learning_rate": 9.469260633986092e-06, "loss": 0.1627, "step": 19000 }, { "epoch": 2.4958402662229617, "grad_norm": 1.39438796043396, "learning_rate": 8.402662229617304e-06, "loss": 0.1633, "step": 19500 }, { "epoch": 2.559836170485089, "grad_norm": 1.342234492301941, "learning_rate": 7.336063825248518e-06, "loss": 0.162, "step": 20000 }, { "epoch": 2.623832074747216, "grad_norm": 1.3450177907943726, "learning_rate": 6.26946542087973e-06, "loss": 0.1619, "step": 20500 }, { "epoch": 2.6878279790093433, "grad_norm": 1.3149842023849487, "learning_rate": 5.202867016510943e-06, "loss": 0.1608, "step": 21000 }, { "epoch": 2.7518238832714705, "grad_norm": 1.3171745538711548, "learning_rate": 4.1362686121421564e-06, "loss": 0.1622, "step": 21500 }, { "epoch": 2.8158197875335977, "grad_norm": 1.0992498397827148, "learning_rate": 3.069670207773369e-06, "loss": 0.1608, "step": 22000 }, { "epoch": 2.879815691795725, "grad_norm": 1.3956327438354492, "learning_rate": 2.003071803404582e-06, "loss": 0.161, "step": 22500 }, { "epoch": 2.943811596057852, "grad_norm": 1.531733512878418, "learning_rate": 9.364733990357951e-07, "loss": 0.1615, "step": 23000 }, { "epoch": 3.0, "eval_loss": 0.19583497941493988, "eval_mse": 0.19583499065839644, "eval_runtime": 99.9929, "eval_samples_per_second": 1821.239, "eval_steps_per_second": 227.656, "step": 23439 }, { "epoch": 3.0, "step": 23439, "total_flos": 4.9403660544e+16, "train_loss": 0.21201796470442558, "train_runtime": 3304.0326, "train_samples_per_second": 907.981, "train_steps_per_second": 7.094 } ], "logging_steps": 500, "max_steps": 23439, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 4.9403660544e+16, "train_batch_size": 128, "trial_name": null, "trial_params": null }