| { | |
| "best_metric": 29.8805, | |
| "best_model_checkpoint": "/content/drive/MyDrive/ArabartModel/checkpoint-50745", | |
| "epoch": 15.0, | |
| "eval_steps": 500, | |
| "global_step": 50745, | |
| "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 | |
| }, | |
| { | |
| "epoch": 13.00620750812888, | |
| "grad_norm": 5.098820686340332, | |
| "learning_rate": 6.645974972903735e-06, | |
| "loss": 1.5807, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 13.154005320721254, | |
| "grad_norm": 3.9083046913146973, | |
| "learning_rate": 6.153315597595822e-06, | |
| "loss": 1.562, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 13.301803133313626, | |
| "grad_norm": 4.274121284484863, | |
| "learning_rate": 5.66065622228791e-06, | |
| "loss": 1.5721, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 13.449600945906, | |
| "grad_norm": 4.222695827484131, | |
| "learning_rate": 5.167996846979999e-06, | |
| "loss": 1.5415, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 13.597398758498374, | |
| "grad_norm": 4.467597484588623, | |
| "learning_rate": 4.675337471672086e-06, | |
| "loss": 1.5718, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 13.745196571090748, | |
| "grad_norm": 4.109827995300293, | |
| "learning_rate": 4.182678096364174e-06, | |
| "loss": 1.5285, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 13.89299438368312, | |
| "grad_norm": 4.74594783782959, | |
| "learning_rate": 3.690018721056262e-06, | |
| "loss": 1.5215, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_loss": 3.0527069568634033, | |
| "eval_rouge1": 29.7103, | |
| "eval_rouge2": 13.2821, | |
| "eval_rougeL": 25.7681, | |
| "eval_runtime": 741.3618, | |
| "eval_samples_per_second": 6.078, | |
| "eval_steps_per_second": 0.608, | |
| "step": 47362 | |
| }, | |
| { | |
| "epoch": 14.040792196275495, | |
| "grad_norm": 4.313952922821045, | |
| "learning_rate": 1.4898019509311262e-05, | |
| "loss": 1.4804, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 14.18859000886787, | |
| "grad_norm": 4.262555122375488, | |
| "learning_rate": 1.4528524977830329e-05, | |
| "loss": 1.534, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 14.336387821460242, | |
| "grad_norm": 4.611397743225098, | |
| "learning_rate": 1.4159030446349395e-05, | |
| "loss": 1.5168, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 14.484185634052617, | |
| "grad_norm": 4.340530872344971, | |
| "learning_rate": 1.378953591486846e-05, | |
| "loss": 1.5254, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 14.63198344664499, | |
| "grad_norm": 4.0280375480651855, | |
| "learning_rate": 1.3420041383387528e-05, | |
| "loss": 1.5317, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 14.779781259237364, | |
| "grad_norm": 4.776717662811279, | |
| "learning_rate": 1.3050546851906593e-05, | |
| "loss": 1.5312, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 14.927579071829737, | |
| "grad_norm": 4.440686225891113, | |
| "learning_rate": 1.2681052320425657e-05, | |
| "loss": 1.5348, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_loss": 3.036102056503296, | |
| "eval_rouge1": 29.8805, | |
| "eval_rouge2": 13.4576, | |
| "eval_rougeL": 25.9729, | |
| "eval_runtime": 726.153, | |
| "eval_samples_per_second": 6.205, | |
| "eval_steps_per_second": 0.621, | |
| "step": 50745 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 67660, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 20, | |
| "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": 2.564073437508772e+17, | |
| "train_batch_size": 10, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |