{ "best_metric": 29.5215, "best_model_checkpoint": "/content/drive/MyDrive/ArabartModel/checkpoint-43979", "epoch": 13.0, "eval_steps": 500, "global_step": 43979, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.32722513089005234, "grad_norm": 1.563672423362732, "learning_rate": 4.6727748691099475e-05, "loss": 0.0195, "step": 500 }, { "epoch": 0.6544502617801047, "grad_norm": 1.7397737503051758, "learning_rate": 4.3455497382198955e-05, "loss": 0.0244, "step": 1000 }, { "epoch": 0.981675392670157, "grad_norm": 3.006633758544922, "learning_rate": 4.018324607329843e-05, "loss": 0.0293, "step": 1500 }, { "epoch": 1.0, "eval_loss": 5.626201629638672, "eval_rouge1": 25.2705, "eval_rouge2": 9.9865, "eval_rougeL": 21.8678, "eval_runtime": 372.5145, "eval_samples_per_second": 5.892, "eval_steps_per_second": 0.591, "step": 1528 }, { "epoch": 1.3089005235602094, "grad_norm": 3.4732136726379395, "learning_rate": 4.3455497382198955e-05, "loss": 0.0456, "step": 2000 }, { "epoch": 1.6361256544502618, "grad_norm": 2.2575156688690186, "learning_rate": 4.181937172774869e-05, "loss": 0.0619, "step": 2500 }, { "epoch": 1.9633507853403143, "grad_norm": 6.030032157897949, "learning_rate": 4.018324607329843e-05, "loss": 0.0993, "step": 3000 }, { "epoch": 2.0, "eval_loss": 5.542174339294434, "eval_rouge1": 25.0744, "eval_rouge2": 9.8534, "eval_rougeL": 21.6992, "eval_runtime": 411.9676, "eval_samples_per_second": 5.328, "eval_steps_per_second": 0.534, "step": 3056 }, { "epoch": 2.2905759162303667, "grad_norm": 6.401626110076904, "learning_rate": 3.8547120418848174e-05, "loss": 0.21, "step": 3500 }, { "epoch": 2.6178010471204187, "grad_norm": 5.806931495666504, "learning_rate": 3.691099476439791e-05, "loss": 0.3595, "step": 4000 }, { "epoch": 2.945026178010471, "grad_norm": 5.840355396270752, "learning_rate": 3.5274869109947647e-05, "loss": 0.6436, "step": 4500 }, { "epoch": 3.0, "eval_loss": 3.927168369293213, "eval_rouge1": 25.5914, "eval_rouge2": 10.2904, "eval_rougeL": 22.3089, "eval_runtime": 412.3529, "eval_samples_per_second": 5.323, "eval_steps_per_second": 0.534, "step": 4584 }, { "epoch": 3.2722513089005236, "grad_norm": 5.320337772369385, "learning_rate": 3.3638743455497386e-05, "loss": 0.7617, "step": 5000 }, { "epoch": 3.599476439790576, "grad_norm": 5.708410739898682, "learning_rate": 3.2002617801047126e-05, "loss": 0.9186, "step": 5500 }, { "epoch": 3.9267015706806285, "grad_norm": 6.043923377990723, "learning_rate": 3.036649214659686e-05, "loss": 1.112, "step": 6000 }, { "epoch": 4.0, "eval_loss": 3.2077620029449463, "eval_rouge1": 26.5258, "eval_rouge2": 11.116, "eval_rougeL": 23.3381, "eval_runtime": 397.8337, "eval_samples_per_second": 5.517, "eval_steps_per_second": 0.553, "step": 6112 }, { "epoch": 4.2539267015706805, "grad_norm": 5.179211139678955, "learning_rate": 2.87303664921466e-05, "loss": 1.0997, "step": 6500 }, { "epoch": 4.581151832460733, "grad_norm": 4.997713565826416, "learning_rate": 2.709424083769634e-05, "loss": 1.0736, "step": 7000 }, { "epoch": 4.908376963350785, "grad_norm": 5.441833972930908, "learning_rate": 2.545811518324607e-05, "loss": 1.0866, "step": 7500 }, { "epoch": 5.0, "eval_loss": 3.3156800270080566, "eval_rouge1": 26.4275, "eval_rouge2": 10.8484, "eval_rougeL": 23.0503, "eval_runtime": 402.2407, "eval_samples_per_second": 5.457, "eval_steps_per_second": 0.547, "step": 7640 }, { "epoch": 5.2356020942408374, "grad_norm": 4.417330741882324, "learning_rate": 2.382198952879581e-05, "loss": 0.9343, "step": 8000 }, { "epoch": 5.56282722513089, "grad_norm": 5.149570465087891, "learning_rate": 2.218586387434555e-05, "loss": 0.9473, "step": 8500 }, { "epoch": 5.890052356020942, "grad_norm": 5.305272102355957, "learning_rate": 2.054973821989529e-05, "loss": 0.9589, "step": 9000 }, { "epoch": 6.0, "eval_loss": 3.433619737625122, "eval_rouge1": 26.3479, "eval_rouge2": 10.8544, "eval_rougeL": 23.0206, "eval_runtime": 385.2891, "eval_samples_per_second": 5.697, "eval_steps_per_second": 0.571, "step": 9168 }, { "epoch": 6.217277486910994, "grad_norm": 5.96689510345459, "learning_rate": 1.8913612565445027e-05, "loss": 0.8437, "step": 9500 }, { "epoch": 6.544502617801047, "grad_norm": 5.179261207580566, "learning_rate": 1.7277486910994763e-05, "loss": 0.8582, "step": 10000 }, { "epoch": 6.871727748691099, "grad_norm": 4.92213773727417, "learning_rate": 1.5641361256544503e-05, "loss": 0.8669, "step": 10500 }, { "epoch": 7.0, "eval_loss": 3.551990032196045, "eval_rouge1": 26.0878, "eval_rouge2": 10.6444, "eval_rougeL": 22.7671, "eval_runtime": 413.1448, "eval_samples_per_second": 5.313, "eval_steps_per_second": 0.533, "step": 10696 }, { "epoch": 7.198952879581152, "grad_norm": 4.538914203643799, "learning_rate": 1.4005235602094241e-05, "loss": 0.7803, "step": 11000 }, { "epoch": 7.526178010471204, "grad_norm": 5.420250415802002, "learning_rate": 1.236910994764398e-05, "loss": 0.7777, "step": 11500 }, { "epoch": 7.853403141361256, "grad_norm": 4.503458023071289, "learning_rate": 1.0732984293193717e-05, "loss": 0.7894, "step": 12000 }, { "epoch": 8.0, "eval_loss": 3.652216672897339, "eval_rouge1": 26.1239, "eval_rouge2": 10.689, "eval_rougeL": 22.8303, "eval_runtime": 389.5703, "eval_samples_per_second": 5.634, "eval_steps_per_second": 0.565, "step": 12224 }, { "epoch": 8.180628272251308, "grad_norm": 4.9211812019348145, "learning_rate": 9.096858638743457e-06, "loss": 0.7505, "step": 12500 }, { "epoch": 8.507853403141361, "grad_norm": 4.948258876800537, "learning_rate": 7.4607329842931935e-06, "loss": 0.731, "step": 13000 }, { "epoch": 8.835078534031414, "grad_norm": 4.717357158660889, "learning_rate": 5.824607329842932e-06, "loss": 0.7331, "step": 13500 }, { "epoch": 9.0, "eval_loss": 3.7317800521850586, "eval_rouge1": 26.2374, "eval_rouge2": 10.7166, "eval_rougeL": 22.9298, "eval_runtime": 385.8895, "eval_samples_per_second": 5.688, "eval_steps_per_second": 0.57, "step": 13752 }, { "epoch": 9.162303664921467, "grad_norm": 4.790928363800049, "learning_rate": 4.18848167539267e-06, "loss": 0.7187, "step": 14000 }, { "epoch": 9.489528795811518, "grad_norm": 4.424731254577637, "learning_rate": 2.5523560209424085e-06, "loss": 0.6988, "step": 14500 }, { "epoch": 9.81675392670157, "grad_norm": 4.868335723876953, "learning_rate": 9.162303664921465e-07, "loss": 0.7027, "step": 15000 }, { "epoch": 10.0, "eval_loss": 3.772279739379883, "eval_rouge1": 26.1242, "eval_rouge2": 10.7689, "eval_rougeL": 22.8692, "eval_runtime": 387.9211, "eval_samples_per_second": 5.658, "eval_steps_per_second": 0.567, "step": 15280 }, { "epoch": 4.141063318193962, "grad_norm": 4.127313613891602, "learning_rate": 3.619645560602013e-05, "loss": 2.3856, "step": 15500 }, { "epoch": 4.2746460058776385, "grad_norm": 3.7080917358398438, "learning_rate": 3.575117998040787e-05, "loss": 2.2343, "step": 16000 }, { "epoch": 4.408228693561314, "grad_norm": 3.771442413330078, "learning_rate": 3.530590435479562e-05, "loss": 2.2498, "step": 16500 }, { "epoch": 4.54181138124499, "grad_norm": 3.3883867263793945, "learning_rate": 3.486062872918336e-05, "loss": 2.2734, "step": 17000 }, { "epoch": 4.675394068928667, "grad_norm": 3.82869029045105, "learning_rate": 3.441535310357111e-05, "loss": 2.2957, "step": 17500 }, { "epoch": 4.808976756612343, "grad_norm": 3.480701208114624, "learning_rate": 3.397007747795886e-05, "loss": 2.255, "step": 18000 }, { "epoch": 4.94255944429602, "grad_norm": 3.433276891708374, "learning_rate": 3.3524801852346606e-05, "loss": 2.2527, "step": 18500 }, { "epoch": 5.0, "eval_loss": 2.624432325363159, "eval_rouge1": 27.5622, "eval_rouge2": 11.8188, "eval_rougeL": 24.2339, "eval_runtime": 862.1361, "eval_samples_per_second": 5.439, "eval_steps_per_second": 0.544, "step": 18715 }, { "epoch": 5.0761421319796955, "grad_norm": 3.8290796279907227, "learning_rate": 3.307952622673435e-05, "loss": 2.1614, "step": 19000 }, { "epoch": 5.209724819663371, "grad_norm": 4.148732662200928, "learning_rate": 3.2634250601122095e-05, "loss": 2.028, "step": 19500 }, { "epoch": 5.343307507347048, "grad_norm": 3.9491941928863525, "learning_rate": 3.218897497550984e-05, "loss": 2.0413, "step": 20000 }, { "epoch": 5.476890195030724, "grad_norm": 4.000278472900391, "learning_rate": 3.174369934989759e-05, "loss": 2.1058, "step": 20500 }, { "epoch": 5.6104728827144, "grad_norm": 4.109215259552002, "learning_rate": 3.129842372428534e-05, "loss": 2.0563, "step": 21000 }, { "epoch": 5.744055570398077, "grad_norm": 3.3794937133789062, "learning_rate": 3.085314809867308e-05, "loss": 2.0737, "step": 21500 }, { "epoch": 5.8776382580817526, "grad_norm": 3.326864719390869, "learning_rate": 3.0407872473060827e-05, "loss": 2.085, "step": 22000 }, { "epoch": 6.0, "eval_loss": 2.6439783573150635, "eval_rouge1": 27.1127, "eval_rouge2": 11.6364, "eval_rougeL": 23.8039, "eval_runtime": 879.7933, "eval_samples_per_second": 5.33, "eval_steps_per_second": 0.533, "step": 22458 }, { "epoch": 6.011220945765428, "grad_norm": 3.5264782905578613, "learning_rate": 2.9962596847448572e-05, "loss": 1.8559, "step": 22500 }, { "epoch": 6.144803633449105, "grad_norm": 3.7577388286590576, "learning_rate": 2.951732122183632e-05, "loss": 1.8982, "step": 23000 }, { "epoch": 6.278386321132781, "grad_norm": 3.2084107398986816, "learning_rate": 2.907204559622406e-05, "loss": 1.8801, "step": 23500 }, { "epoch": 6.411969008816458, "grad_norm": 4.275125503540039, "learning_rate": 2.8626769970611812e-05, "loss": 1.9144, "step": 24000 }, { "epoch": 6.545551696500134, "grad_norm": 3.5503015518188477, "learning_rate": 2.8181494344999553e-05, "loss": 1.9229, "step": 24500 }, { "epoch": 6.67913438418381, "grad_norm": 3.489950656890869, "learning_rate": 2.77362187193873e-05, "loss": 1.9033, "step": 25000 }, { "epoch": 6.812717071867486, "grad_norm": 3.5493781566619873, "learning_rate": 2.7290943093775046e-05, "loss": 1.9058, "step": 25500 }, { "epoch": 6.946299759551162, "grad_norm": 3.603605031967163, "learning_rate": 2.6845667468162793e-05, "loss": 1.8774, "step": 26000 }, { "epoch": 7.0, "eval_loss": 2.670841693878174, "eval_rouge1": 27.7286, "eval_rouge2": 11.9572, "eval_rougeL": 24.3316, "eval_runtime": 903.5292, "eval_samples_per_second": 5.19, "eval_steps_per_second": 0.519, "step": 26201 }, { "epoch": 7.079882447234838, "grad_norm": 3.9646942615509033, "learning_rate": 2.640039184255054e-05, "loss": 1.8442, "step": 26500 }, { "epoch": 7.213465134918515, "grad_norm": 4.019280433654785, "learning_rate": 2.5955116216938286e-05, "loss": 1.729, "step": 27000 }, { "epoch": 7.347047822602191, "grad_norm": 3.9131412506103516, "learning_rate": 2.5509840591326034e-05, "loss": 1.7656, "step": 27500 }, { "epoch": 7.480630510285867, "grad_norm": 3.336970806121826, "learning_rate": 2.5064564965713778e-05, "loss": 1.7733, "step": 28000 }, { "epoch": 7.614213197969543, "grad_norm": 3.7517452239990234, "learning_rate": 2.4619289340101523e-05, "loss": 1.7842, "step": 28500 }, { "epoch": 7.747795885653219, "grad_norm": 3.8601882457733154, "learning_rate": 2.4174013714489267e-05, "loss": 1.7876, "step": 29000 }, { "epoch": 7.881378573336896, "grad_norm": 3.928703784942627, "learning_rate": 2.372873808887702e-05, "loss": 1.7826, "step": 29500 }, { "epoch": 8.0, "eval_loss": 2.7165374755859375, "eval_rouge1": 27.5923, "eval_rouge2": 11.9, "eval_rougeL": 24.2586, "eval_runtime": 898.7001, "eval_samples_per_second": 5.218, "eval_steps_per_second": 0.522, "step": 29944 }, { "epoch": 9.151921903599757, "grad_norm": 4.411174774169922, "learning_rate": 1.949359365466748e-05, "loss": 1.3756, "step": 30000 }, { "epoch": 9.304453935326418, "grad_norm": 4.3166985511779785, "learning_rate": 1.8985153548911936e-05, "loss": 1.4059, "step": 30500 }, { "epoch": 9.45698596705308, "grad_norm": 3.6181671619415283, "learning_rate": 1.8476713443156397e-05, "loss": 1.4086, "step": 31000 }, { "epoch": 9.609517998779744, "grad_norm": 4.077247142791748, "learning_rate": 1.7968273337400855e-05, "loss": 1.417, "step": 31500 }, { "epoch": 9.762050030506407, "grad_norm": 3.4715030193328857, "learning_rate": 1.7459833231645312e-05, "loss": 1.4021, "step": 32000 }, { "epoch": 9.91458206223307, "grad_norm": 3.7810068130493164, "learning_rate": 1.6951393125889773e-05, "loss": 1.4047, "step": 32500 }, { "epoch": 10.0, "eval_loss": 2.808703899383545, "eval_rouge1": 27.8772, "eval_rouge2": 12.0303, "eval_rougeL": 24.5034, "eval_runtime": 743.946, "eval_samples_per_second": 5.877, "eval_steps_per_second": 0.589, "step": 32780 }, { "epoch": 10.06711409395973, "grad_norm": 3.981015682220459, "learning_rate": 1.644295302013423e-05, "loss": 1.3691, "step": 33000 }, { "epoch": 10.219646125686394, "grad_norm": 3.829094648361206, "learning_rate": 1.5934512914378688e-05, "loss": 1.3323, "step": 33500 }, { "epoch": 10.372178157413057, "grad_norm": 3.636704206466675, "learning_rate": 1.5426072808623145e-05, "loss": 1.3337, "step": 34000 }, { "epoch": 10.52471018913972, "grad_norm": 4.167761325836182, "learning_rate": 1.4917632702867604e-05, "loss": 1.3512, "step": 34500 }, { "epoch": 10.677242220866383, "grad_norm": 3.829911470413208, "learning_rate": 1.4409192597112062e-05, "loss": 1.3453, "step": 35000 }, { "epoch": 10.829774252593044, "grad_norm": 4.00424861907959, "learning_rate": 1.390075249135652e-05, "loss": 1.3308, "step": 35500 }, { "epoch": 10.982306284319707, "grad_norm": 4.3669657707214355, "learning_rate": 1.3392312385600977e-05, "loss": 1.3781, "step": 36000 }, { "epoch": 11.0, "eval_loss": 2.769470453262329, "eval_rouge1": 28.0814, "eval_rouge2": 12.3353, "eval_rougeL": 24.7091, "eval_runtime": 745.2741, "eval_samples_per_second": 5.866, "eval_steps_per_second": 0.588, "step": 36058 }, { "epoch": 11.13483831604637, "grad_norm": 3.7836453914642334, "learning_rate": 1.2883872279845436e-05, "loss": 1.275, "step": 36500 }, { "epoch": 11.287370347773033, "grad_norm": 4.0213751792907715, "learning_rate": 1.2375432174089893e-05, "loss": 1.2572, "step": 37000 }, { "epoch": 11.439902379499696, "grad_norm": 3.626115083694458, "learning_rate": 1.186699206833435e-05, "loss": 1.2687, "step": 37500 }, { "epoch": 11.592434411226357, "grad_norm": 4.4103007316589355, "learning_rate": 1.1358551962578808e-05, "loss": 1.2807, "step": 38000 }, { "epoch": 11.74496644295302, "grad_norm": 3.681063413619995, "learning_rate": 1.0850111856823267e-05, "loss": 1.2986, "step": 38500 }, { "epoch": 11.897498474679683, "grad_norm": 4.0368170738220215, "learning_rate": 1.0341671751067725e-05, "loss": 1.2784, "step": 39000 }, { "epoch": 12.0, "eval_loss": 2.83615779876709, "eval_rouge1": 28.2406, "eval_rouge2": 12.197, "eval_rougeL": 24.7367, "eval_runtime": 733.2323, "eval_samples_per_second": 5.963, "eval_steps_per_second": 0.597, "step": 39336 }, { "epoch": 12.050030506406346, "grad_norm": 4.6332173347473145, "learning_rate": 9.833231645312182e-06, "loss": 1.2071, "step": 39500 }, { "epoch": 12.202562538133009, "grad_norm": 3.7481937408447266, "learning_rate": 9.324791539556641e-06, "loss": 1.2085, "step": 40000 }, { "epoch": 12.35509456985967, "grad_norm": 4.701822757720947, "learning_rate": 8.816351433801099e-06, "loss": 1.2225, "step": 40500 }, { "epoch": 12.507626601586333, "grad_norm": 4.165287494659424, "learning_rate": 8.307911328045556e-06, "loss": 1.2187, "step": 41000 }, { "epoch": 12.660158633312996, "grad_norm": 4.279840469360352, "learning_rate": 7.799471222290014e-06, "loss": 1.2157, "step": 41500 }, { "epoch": 12.812690665039659, "grad_norm": 4.762269973754883, "learning_rate": 7.291031116534472e-06, "loss": 1.2277, "step": 42000 }, { "epoch": 12.965222696766322, "grad_norm": 4.380380153656006, "learning_rate": 6.782591010778931e-06, "loss": 1.2371, "step": 42500 }, { "epoch": 13.0, "eval_loss": 2.921924114227295, "eval_rouge1": 27.8556, "eval_rouge2": 12.033, "eval_rougeL": 24.4386, "eval_runtime": 791.9797, "eval_samples_per_second": 5.52, "eval_steps_per_second": 0.553, "step": 42614 }, { "epoch": 12.710611882944132, "grad_norm": 4.347652435302734, "learning_rate": 7.631293723519558e-06, "loss": 1.6632, "step": 43000 }, { "epoch": 12.858409695536507, "grad_norm": 4.261178493499756, "learning_rate": 7.138634348211647e-06, "loss": 1.627, "step": 43500 }, { "epoch": 13.0, "eval_loss": 3.073051929473877, "eval_rouge1": 29.5215, "eval_rouge2": 13.1839, "eval_rougeL": 25.617, "eval_runtime": 744.9289, "eval_samples_per_second": 6.049, "eval_steps_per_second": 0.605, "step": 43979 } ], "logging_steps": 500, "max_steps": 50745, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.251020548038533e+17, "train_batch_size": 10, "trial_name": null, "trial_params": null }