| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 86.0, | |
| "global_step": 2752, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6175584724649537, | |
| "eval_f1": 0.0769764216366158, | |
| "eval_loss": 1.250605583190918, | |
| "eval_precision": 0.06442251886244922, | |
| "eval_recall": 0.09560723514211886, | |
| "eval_runtime": 3.5402, | |
| "eval_samples_per_second": 26.553, | |
| "eval_steps_per_second": 3.39, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6520655932770609, | |
| "eval_f1": 0.18170731707317075, | |
| "eval_loss": 1.0688396692276, | |
| "eval_precision": 0.14063237376120813, | |
| "eval_recall": 0.2566752799310939, | |
| "eval_runtime": 3.2469, | |
| "eval_samples_per_second": 28.95, | |
| "eval_steps_per_second": 3.696, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.733239132859852, | |
| "eval_f1": 0.26462128475551294, | |
| "eval_loss": 0.8916715383529663, | |
| "eval_precision": 0.21036585365853658, | |
| "eval_recall": 0.35658914728682173, | |
| "eval_runtime": 3.5217, | |
| "eval_samples_per_second": 26.692, | |
| "eval_steps_per_second": 3.407, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7502695868813446, | |
| "eval_f1": 0.31227821149751595, | |
| "eval_loss": 0.8893136382102966, | |
| "eval_precision": 0.2655401327700664, | |
| "eval_recall": 0.3789836347975883, | |
| "eval_runtime": 3.1549, | |
| "eval_samples_per_second": 29.795, | |
| "eval_steps_per_second": 3.804, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.7515338563938572, | |
| "eval_f1": 0.3259361997226075, | |
| "eval_loss": 0.8177661299705505, | |
| "eval_precision": 0.2727800348229832, | |
| "eval_recall": 0.40482342807924204, | |
| "eval_runtime": 3.1577, | |
| "eval_samples_per_second": 29.768, | |
| "eval_steps_per_second": 3.8, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.7685271260179228, | |
| "eval_f1": 0.3471241170534813, | |
| "eval_loss": 0.818898618221283, | |
| "eval_precision": 0.2847682119205298, | |
| "eval_recall": 0.4444444444444444, | |
| "eval_runtime": 3.5275, | |
| "eval_samples_per_second": 26.648, | |
| "eval_steps_per_second": 3.402, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.7693451827613134, | |
| "eval_f1": 0.39416058394160586, | |
| "eval_loss": 0.8939387798309326, | |
| "eval_precision": 0.34198860037998735, | |
| "eval_recall": 0.46511627906976744, | |
| "eval_runtime": 4.3875, | |
| "eval_samples_per_second": 21.424, | |
| "eval_steps_per_second": 2.735, | |
| "step": 224 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.7565537500464805, | |
| "eval_f1": 0.3823943661971831, | |
| "eval_loss": 0.8892739415168762, | |
| "eval_precision": 0.323406789755807, | |
| "eval_recall": 0.46770025839793283, | |
| "eval_runtime": 3.5968, | |
| "eval_samples_per_second": 26.135, | |
| "eval_steps_per_second": 3.336, | |
| "step": 256 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.7693451827613134, | |
| "eval_f1": 0.41654247391952315, | |
| "eval_loss": 0.9633013010025024, | |
| "eval_precision": 0.3670387393302692, | |
| "eval_recall": 0.48148148148148145, | |
| "eval_runtime": 3.1245, | |
| "eval_samples_per_second": 30.085, | |
| "eval_steps_per_second": 3.841, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.765478005428922, | |
| "eval_f1": 0.3988900450919181, | |
| "eval_loss": 0.9256911873817444, | |
| "eval_precision": 0.3339140534262485, | |
| "eval_recall": 0.49526270456503013, | |
| "eval_runtime": 3.0684, | |
| "eval_samples_per_second": 30.635, | |
| "eval_steps_per_second": 3.911, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.7651061614546536, | |
| "eval_f1": 0.4374537379718727, | |
| "eval_loss": 1.0472618341445923, | |
| "eval_precision": 0.3835171966255678, | |
| "eval_recall": 0.5090439276485789, | |
| "eval_runtime": 15.8515, | |
| "eval_samples_per_second": 5.93, | |
| "eval_steps_per_second": 0.757, | |
| "step": 352 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.7513107500092961, | |
| "eval_f1": 0.4116819141449683, | |
| "eval_loss": 1.0901930332183838, | |
| "eval_precision": 0.34800713860797144, | |
| "eval_recall": 0.5038759689922481, | |
| "eval_runtime": 3.3377, | |
| "eval_samples_per_second": 28.163, | |
| "eval_steps_per_second": 3.595, | |
| "step": 384 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_accuracy": 0.7735842040679731, | |
| "eval_f1": 0.4424198250728863, | |
| "eval_loss": 1.0164769887924194, | |
| "eval_precision": 0.38344914718888184, | |
| "eval_recall": 0.5228251507321274, | |
| "eval_runtime": 3.1559, | |
| "eval_samples_per_second": 29.785, | |
| "eval_steps_per_second": 3.802, | |
| "step": 416 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.7737329416576805, | |
| "eval_f1": 0.46205860255447034, | |
| "eval_loss": 1.0768243074417114, | |
| "eval_precision": 0.4097268487674883, | |
| "eval_recall": 0.5297157622739018, | |
| "eval_runtime": 3.0915, | |
| "eval_samples_per_second": 30.406, | |
| "eval_steps_per_second": 3.882, | |
| "step": 448 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_accuracy": 0.7817647715018778, | |
| "eval_f1": 0.4762264150943396, | |
| "eval_loss": 1.1149170398712158, | |
| "eval_precision": 0.4237743451981195, | |
| "eval_recall": 0.5434969853574505, | |
| "eval_runtime": 3.2505, | |
| "eval_samples_per_second": 28.919, | |
| "eval_steps_per_second": 3.692, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "learning_rate": 1.6875e-05, | |
| "loss": 0.4087, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.7796452608485479, | |
| "eval_f1": 0.4698749526335733, | |
| "eval_loss": 1.1298694610595703, | |
| "eval_precision": 0.41948579161028415, | |
| "eval_recall": 0.5340223944875108, | |
| "eval_runtime": 3.0471, | |
| "eval_samples_per_second": 30.849, | |
| "eval_steps_per_second": 3.938, | |
| "step": 512 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_accuracy": 0.7883464098464285, | |
| "eval_f1": 0.4673040152963671, | |
| "eval_loss": 1.1149996519088745, | |
| "eval_precision": 0.4202200825309491, | |
| "eval_recall": 0.5262704565030146, | |
| "eval_runtime": 3.1689, | |
| "eval_samples_per_second": 29.664, | |
| "eval_steps_per_second": 3.787, | |
| "step": 544 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.7801286580150969, | |
| "eval_f1": 0.45127436281859074, | |
| "eval_loss": 1.1859441995620728, | |
| "eval_precision": 0.39946914399469147, | |
| "eval_recall": 0.5185185185185185, | |
| "eval_runtime": 7.3417, | |
| "eval_samples_per_second": 12.803, | |
| "eval_steps_per_second": 1.634, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_accuracy": 0.7609043245454208, | |
| "eval_f1": 0.4414210128495843, | |
| "eval_loss": 1.2266000509262085, | |
| "eval_precision": 0.39326599326599326, | |
| "eval_recall": 0.5030146425495263, | |
| "eval_runtime": 3.4668, | |
| "eval_samples_per_second": 27.114, | |
| "eval_steps_per_second": 3.461, | |
| "step": 608 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.7837355445655003, | |
| "eval_f1": 0.4707198806415516, | |
| "eval_loss": 1.1946580410003662, | |
| "eval_precision": 0.4151315789473684, | |
| "eval_recall": 0.5434969853574505, | |
| "eval_runtime": 3.1596, | |
| "eval_samples_per_second": 29.75, | |
| "eval_steps_per_second": 3.798, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_accuracy": 0.7890900977949652, | |
| "eval_f1": 0.4974698326196964, | |
| "eval_loss": 1.2461358308792114, | |
| "eval_precision": 0.4538352272727273, | |
| "eval_recall": 0.5503875968992248, | |
| "eval_runtime": 3.1747, | |
| "eval_samples_per_second": 29.609, | |
| "eval_steps_per_second": 3.78, | |
| "step": 672 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_accuracy": 0.7804261331945116, | |
| "eval_f1": 0.4870506378044067, | |
| "eval_loss": 1.2504911422729492, | |
| "eval_precision": 0.4417952314165498, | |
| "eval_recall": 0.5426356589147286, | |
| "eval_runtime": 3.1491, | |
| "eval_samples_per_second": 29.849, | |
| "eval_steps_per_second": 3.811, | |
| "step": 704 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_accuracy": 0.7844420481166102, | |
| "eval_f1": 0.4932249322493225, | |
| "eval_loss": 1.287372350692749, | |
| "eval_precision": 0.4479606188466948, | |
| "eval_recall": 0.5486649440137812, | |
| "eval_runtime": 3.7236, | |
| "eval_samples_per_second": 25.244, | |
| "eval_steps_per_second": 3.223, | |
| "step": 736 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_accuracy": 0.7877886438850259, | |
| "eval_f1": 0.49941107184923444, | |
| "eval_loss": 1.277133584022522, | |
| "eval_precision": 0.4588744588744589, | |
| "eval_recall": 0.5478036175710594, | |
| "eval_runtime": 3.2052, | |
| "eval_samples_per_second": 29.328, | |
| "eval_steps_per_second": 3.744, | |
| "step": 768 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_accuracy": 0.7892760197820994, | |
| "eval_f1": 0.4747201852566576, | |
| "eval_loss": 1.2719131708145142, | |
| "eval_precision": 0.43006993006993005, | |
| "eval_recall": 0.5297157622739018, | |
| "eval_runtime": 3.0524, | |
| "eval_samples_per_second": 30.795, | |
| "eval_steps_per_second": 3.931, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_accuracy": 0.7896478637563679, | |
| "eval_f1": 0.49407265774378584, | |
| "eval_loss": 1.2584308385849, | |
| "eval_precision": 0.4442916093535076, | |
| "eval_recall": 0.5564168819982773, | |
| "eval_runtime": 3.7701, | |
| "eval_samples_per_second": 24.933, | |
| "eval_steps_per_second": 3.183, | |
| "step": 832 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_accuracy": 0.7868590339493549, | |
| "eval_f1": 0.4920077972709551, | |
| "eval_loss": 1.3040637969970703, | |
| "eval_precision": 0.4494301994301994, | |
| "eval_recall": 0.5434969853574505, | |
| "eval_runtime": 3.4169, | |
| "eval_samples_per_second": 27.51, | |
| "eval_steps_per_second": 3.512, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_accuracy": 0.7880861190644406, | |
| "eval_f1": 0.4916158536585366, | |
| "eval_loss": 1.3579275608062744, | |
| "eval_precision": 0.4408749145591251, | |
| "eval_recall": 0.5555555555555556, | |
| "eval_runtime": 3.4487, | |
| "eval_samples_per_second": 27.256, | |
| "eval_steps_per_second": 3.48, | |
| "step": 896 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_accuracy": 0.7839958353474882, | |
| "eval_f1": 0.501557632398754, | |
| "eval_loss": 1.3749990463256836, | |
| "eval_precision": 0.4577114427860697, | |
| "eval_recall": 0.5546942291128337, | |
| "eval_runtime": 3.131, | |
| "eval_samples_per_second": 30.022, | |
| "eval_steps_per_second": 3.833, | |
| "step": 928 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_accuracy": 0.7871936935261964, | |
| "eval_f1": 0.4903883876029816, | |
| "eval_loss": 1.3733103275299072, | |
| "eval_precision": 0.45028818443804036, | |
| "eval_recall": 0.5383290267011197, | |
| "eval_runtime": 3.4968, | |
| "eval_samples_per_second": 26.882, | |
| "eval_steps_per_second": 3.432, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_accuracy": 0.7819135090915852, | |
| "eval_f1": 0.5099260412611912, | |
| "eval_loss": 1.395755410194397, | |
| "eval_precision": 0.46519886363636365, | |
| "eval_recall": 0.5641688199827735, | |
| "eval_runtime": 3.2027, | |
| "eval_samples_per_second": 29.351, | |
| "eval_steps_per_second": 3.747, | |
| "step": 992 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "learning_rate": 1.375e-05, | |
| "loss": 0.0138, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_accuracy": 0.7822481686684267, | |
| "eval_f1": 0.49709639953542384, | |
| "eval_loss": 1.4415804147720337, | |
| "eval_precision": 0.45147679324894513, | |
| "eval_recall": 0.5529715762273901, | |
| "eval_runtime": 3.081, | |
| "eval_samples_per_second": 30.51, | |
| "eval_steps_per_second": 3.895, | |
| "step": 1024 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_accuracy": 0.7877886438850259, | |
| "eval_f1": 0.49035187287173665, | |
| "eval_loss": 1.384263277053833, | |
| "eval_precision": 0.43724696356275305, | |
| "eval_recall": 0.5581395348837209, | |
| "eval_runtime": 3.7036, | |
| "eval_samples_per_second": 25.381, | |
| "eval_steps_per_second": 3.24, | |
| "step": 1056 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_accuracy": 0.7796080764511211, | |
| "eval_f1": 0.490521327014218, | |
| "eval_loss": 1.4162341356277466, | |
| "eval_precision": 0.45295404814004375, | |
| "eval_recall": 0.5348837209302325, | |
| "eval_runtime": 3.1016, | |
| "eval_samples_per_second": 30.307, | |
| "eval_steps_per_second": 3.869, | |
| "step": 1088 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_accuracy": 0.7906146580894656, | |
| "eval_f1": 0.5060240963855421, | |
| "eval_loss": 1.380549669265747, | |
| "eval_precision": 0.46104815864022664, | |
| "eval_recall": 0.5607235142118863, | |
| "eval_runtime": 3.5552, | |
| "eval_samples_per_second": 26.44, | |
| "eval_steps_per_second": 3.375, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_accuracy": 0.7868590339493549, | |
| "eval_f1": 0.4811210587777345, | |
| "eval_loss": 1.4221726655960083, | |
| "eval_precision": 0.43892045454545453, | |
| "eval_recall": 0.5322997416020672, | |
| "eval_runtime": 3.1728, | |
| "eval_samples_per_second": 29.627, | |
| "eval_steps_per_second": 3.782, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_accuracy": 0.7899453389357826, | |
| "eval_f1": 0.502147598594299, | |
| "eval_loss": 1.407759189605713, | |
| "eval_precision": 0.4592857142857143, | |
| "eval_recall": 0.553832902670112, | |
| "eval_runtime": 3.1234, | |
| "eval_samples_per_second": 30.096, | |
| "eval_steps_per_second": 3.842, | |
| "step": 1184 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_accuracy": 0.7908377644740266, | |
| "eval_f1": 0.4872389791183295, | |
| "eval_loss": 1.4327783584594727, | |
| "eval_precision": 0.4421052631578947, | |
| "eval_recall": 0.5426356589147286, | |
| "eval_runtime": 3.409, | |
| "eval_samples_per_second": 27.574, | |
| "eval_steps_per_second": 3.52, | |
| "step": 1216 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_accuracy": 0.7851113672702934, | |
| "eval_f1": 0.4913227921326649, | |
| "eval_loss": 1.4441440105438232, | |
| "eval_precision": 0.4448324022346369, | |
| "eval_recall": 0.5486649440137812, | |
| "eval_runtime": 3.2678, | |
| "eval_samples_per_second": 28.766, | |
| "eval_steps_per_second": 3.672, | |
| "step": 1248 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_accuracy": 0.7912839772431488, | |
| "eval_f1": 0.5036864571206829, | |
| "eval_loss": 1.4089561700820923, | |
| "eval_precision": 0.4583333333333333, | |
| "eval_recall": 0.5590008613264428, | |
| "eval_runtime": 3.1449, | |
| "eval_samples_per_second": 29.89, | |
| "eval_steps_per_second": 3.816, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_accuracy": 0.7902428141151973, | |
| "eval_f1": 0.503858024691358, | |
| "eval_loss": 1.4232546091079712, | |
| "eval_precision": 0.45632424877707894, | |
| "eval_recall": 0.5624461670973299, | |
| "eval_runtime": 8.2173, | |
| "eval_samples_per_second": 11.439, | |
| "eval_steps_per_second": 1.46, | |
| "step": 1312 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_accuracy": 0.7909493176663073, | |
| "eval_f1": 0.49484536082474234, | |
| "eval_loss": 1.4232605695724487, | |
| "eval_precision": 0.4444444444444444, | |
| "eval_recall": 0.5581395348837209, | |
| "eval_runtime": 3.0349, | |
| "eval_samples_per_second": 30.973, | |
| "eval_steps_per_second": 3.954, | |
| "step": 1344 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_accuracy": 0.7923995091659539, | |
| "eval_f1": 0.5162324649298597, | |
| "eval_loss": 1.4146913290023804, | |
| "eval_precision": 0.4827586206896552, | |
| "eval_recall": 0.5546942291128337, | |
| "eval_runtime": 3.288, | |
| "eval_samples_per_second": 28.589, | |
| "eval_steps_per_second": 3.65, | |
| "step": 1376 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_accuracy": 0.7880117502695869, | |
| "eval_f1": 0.4955684007707129, | |
| "eval_loss": 1.4241943359375, | |
| "eval_precision": 0.44839609483960946, | |
| "eval_recall": 0.553832902670112, | |
| "eval_runtime": 6.1717, | |
| "eval_samples_per_second": 15.231, | |
| "eval_steps_per_second": 1.944, | |
| "step": 1408 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_accuracy": 0.7880861190644406, | |
| "eval_f1": 0.49018853405155827, | |
| "eval_loss": 1.421156644821167, | |
| "eval_precision": 0.4429763560500695, | |
| "eval_recall": 0.5486649440137812, | |
| "eval_runtime": 3.1226, | |
| "eval_samples_per_second": 30.103, | |
| "eval_steps_per_second": 3.843, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_accuracy": 0.7936637786784665, | |
| "eval_f1": 0.5089463220675944, | |
| "eval_loss": 1.424131989479065, | |
| "eval_precision": 0.4726735598227474, | |
| "eval_recall": 0.5512489233419466, | |
| "eval_runtime": 3.3347, | |
| "eval_samples_per_second": 28.189, | |
| "eval_steps_per_second": 3.599, | |
| "step": 1472 | |
| }, | |
| { | |
| "epoch": 46.88, | |
| "learning_rate": 1.0625e-05, | |
| "loss": 0.0034, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_accuracy": 0.7858550552188301, | |
| "eval_f1": 0.5065398335315101, | |
| "eval_loss": 1.443221926689148, | |
| "eval_precision": 0.46916299559471364, | |
| "eval_recall": 0.5503875968992248, | |
| "eval_runtime": 3.0632, | |
| "eval_samples_per_second": 30.687, | |
| "eval_steps_per_second": 3.917, | |
| "step": 1504 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_accuracy": 0.784739523296025, | |
| "eval_f1": 0.49553398058252424, | |
| "eval_loss": 1.4684823751449585, | |
| "eval_precision": 0.4512022630834512, | |
| "eval_recall": 0.549526270456503, | |
| "eval_runtime": 3.2701, | |
| "eval_samples_per_second": 28.745, | |
| "eval_steps_per_second": 3.67, | |
| "step": 1536 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_accuracy": 0.7949280481909791, | |
| "eval_f1": 0.5152113789016199, | |
| "eval_loss": 1.4661859273910522, | |
| "eval_precision": 0.4759124087591241, | |
| "eval_recall": 0.5615848406546081, | |
| "eval_runtime": 3.3592, | |
| "eval_samples_per_second": 27.983, | |
| "eval_steps_per_second": 3.572, | |
| "step": 1568 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_accuracy": 0.7894619417692337, | |
| "eval_f1": 0.506033476060724, | |
| "eval_loss": 1.5200412273406982, | |
| "eval_precision": 0.4616477272727273, | |
| "eval_recall": 0.5598621877691645, | |
| "eval_runtime": 3.1539, | |
| "eval_samples_per_second": 29.805, | |
| "eval_steps_per_second": 3.805, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_accuracy": 0.7907262112817461, | |
| "eval_f1": 0.5102848101265823, | |
| "eval_loss": 1.49446702003479, | |
| "eval_precision": 0.4718361375274323, | |
| "eval_recall": 0.5555555555555556, | |
| "eval_runtime": 6.9973, | |
| "eval_samples_per_second": 13.434, | |
| "eval_steps_per_second": 1.715, | |
| "step": 1632 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_accuracy": 0.7916558212174172, | |
| "eval_f1": 0.5182511030886483, | |
| "eval_loss": 1.5040817260742188, | |
| "eval_precision": 0.484984984984985, | |
| "eval_recall": 0.5564168819982773, | |
| "eval_runtime": 8.0818, | |
| "eval_samples_per_second": 11.631, | |
| "eval_steps_per_second": 1.485, | |
| "step": 1664 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_accuracy": 0.7928829063325029, | |
| "eval_f1": 0.5159489633173845, | |
| "eval_loss": 1.5629594326019287, | |
| "eval_precision": 0.4803266518188567, | |
| "eval_recall": 0.5572782084409992, | |
| "eval_runtime": 3.423, | |
| "eval_samples_per_second": 27.462, | |
| "eval_steps_per_second": 3.506, | |
| "step": 1696 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_accuracy": 0.7840702041423419, | |
| "eval_f1": 0.5010117361392149, | |
| "eval_loss": 1.5059171915054321, | |
| "eval_precision": 0.4725190839694656, | |
| "eval_recall": 0.533161068044789, | |
| "eval_runtime": 3.1466, | |
| "eval_samples_per_second": 29.874, | |
| "eval_steps_per_second": 3.814, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_accuracy": 0.790763395679173, | |
| "eval_f1": 0.5078616352201258, | |
| "eval_loss": 1.5826448202133179, | |
| "eval_precision": 0.4671005061460593, | |
| "eval_recall": 0.5564168819982773, | |
| "eval_runtime": 3.1003, | |
| "eval_samples_per_second": 30.319, | |
| "eval_steps_per_second": 3.871, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_accuracy": 0.791246792845722, | |
| "eval_f1": 0.520757758968158, | |
| "eval_loss": 1.5211557149887085, | |
| "eval_precision": 0.4893939393939394, | |
| "eval_recall": 0.5564168819982773, | |
| "eval_runtime": 3.5151, | |
| "eval_samples_per_second": 26.742, | |
| "eval_steps_per_second": 3.414, | |
| "step": 1792 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_accuracy": 0.7894619417692337, | |
| "eval_f1": 0.5172550575168584, | |
| "eval_loss": 1.5194625854492188, | |
| "eval_precision": 0.47941176470588237, | |
| "eval_recall": 0.5615848406546081, | |
| "eval_runtime": 3.1721, | |
| "eval_samples_per_second": 29.634, | |
| "eval_steps_per_second": 3.783, | |
| "step": 1824 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_accuracy": 0.7864871899750865, | |
| "eval_f1": 0.5015600624024961, | |
| "eval_loss": 1.5568981170654297, | |
| "eval_precision": 0.45830363506771205, | |
| "eval_recall": 0.553832902670112, | |
| "eval_runtime": 3.0367, | |
| "eval_samples_per_second": 30.954, | |
| "eval_steps_per_second": 3.952, | |
| "step": 1856 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_accuracy": 0.789610679358941, | |
| "eval_f1": 0.5186953062848051, | |
| "eval_loss": 1.5378462076187134, | |
| "eval_precision": 0.4818920916481892, | |
| "eval_recall": 0.5615848406546081, | |
| "eval_runtime": 3.0368, | |
| "eval_samples_per_second": 30.954, | |
| "eval_steps_per_second": 3.952, | |
| "step": 1888 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_accuracy": 0.7838842821552077, | |
| "eval_f1": 0.490257209664848, | |
| "eval_loss": 1.5430467128753662, | |
| "eval_precision": 0.44768683274021354, | |
| "eval_recall": 0.5417743324720069, | |
| "eval_runtime": 3.2599, | |
| "eval_samples_per_second": 28.835, | |
| "eval_steps_per_second": 3.681, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "eval_accuracy": 0.7890529133975384, | |
| "eval_f1": 0.5021816739389131, | |
| "eval_loss": 1.5567139387130737, | |
| "eval_precision": 0.46544117647058825, | |
| "eval_recall": 0.5452196382428941, | |
| "eval_runtime": 3.4648, | |
| "eval_samples_per_second": 27.13, | |
| "eval_steps_per_second": 3.463, | |
| "step": 1952 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "eval_accuracy": 0.7909865020637341, | |
| "eval_f1": 0.5128824476650564, | |
| "eval_loss": 1.5516618490219116, | |
| "eval_precision": 0.48148148148148145, | |
| "eval_recall": 0.5486649440137812, | |
| "eval_runtime": 3.3346, | |
| "eval_samples_per_second": 28.19, | |
| "eval_steps_per_second": 3.599, | |
| "step": 1984 | |
| }, | |
| { | |
| "epoch": 62.5, | |
| "learning_rate": 7.500000000000001e-06, | |
| "loss": 0.0017, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "eval_accuracy": 0.7902056297177704, | |
| "eval_f1": 0.508203281312525, | |
| "eval_loss": 1.5522751808166504, | |
| "eval_precision": 0.47458893871449925, | |
| "eval_recall": 0.5469422911283376, | |
| "eval_runtime": 3.095, | |
| "eval_samples_per_second": 30.372, | |
| "eval_steps_per_second": 3.877, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "eval_accuracy": 0.787044955936489, | |
| "eval_f1": 0.4970691676436107, | |
| "eval_loss": 1.5659950971603394, | |
| "eval_precision": 0.45493562231759654, | |
| "eval_recall": 0.5478036175710594, | |
| "eval_runtime": 3.7257, | |
| "eval_samples_per_second": 25.23, | |
| "eval_steps_per_second": 3.221, | |
| "step": 2048 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "eval_accuracy": 0.791246792845722, | |
| "eval_f1": 0.5023219814241486, | |
| "eval_loss": 1.5194514989852905, | |
| "eval_precision": 0.4560787069571328, | |
| "eval_recall": 0.5590008613264428, | |
| "eval_runtime": 3.1193, | |
| "eval_samples_per_second": 30.135, | |
| "eval_steps_per_second": 3.847, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "eval_accuracy": 0.7909493176663073, | |
| "eval_f1": 0.504884720593982, | |
| "eval_loss": 1.5329976081848145, | |
| "eval_precision": 0.46208869814020026, | |
| "eval_recall": 0.5564168819982773, | |
| "eval_runtime": 3.2791, | |
| "eval_samples_per_second": 28.666, | |
| "eval_steps_per_second": 3.66, | |
| "step": 2112 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "eval_accuracy": 0.7897222325512215, | |
| "eval_f1": 0.5118296529968455, | |
| "eval_loss": 1.5393718481063843, | |
| "eval_precision": 0.472, | |
| "eval_recall": 0.5590008613264428, | |
| "eval_runtime": 3.3565, | |
| "eval_samples_per_second": 28.006, | |
| "eval_steps_per_second": 3.575, | |
| "step": 2144 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "eval_accuracy": 0.7929572751273566, | |
| "eval_f1": 0.5202220459952419, | |
| "eval_loss": 1.5860378742218018, | |
| "eval_precision": 0.4819985304922851, | |
| "eval_recall": 0.5650301464254953, | |
| "eval_runtime": 3.0372, | |
| "eval_samples_per_second": 30.949, | |
| "eval_steps_per_second": 3.951, | |
| "step": 2176 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "eval_accuracy": 0.7916186368199903, | |
| "eval_f1": 0.5208667736757624, | |
| "eval_loss": 1.622610092163086, | |
| "eval_precision": 0.48760330578512395, | |
| "eval_recall": 0.5590008613264428, | |
| "eval_runtime": 3.1363, | |
| "eval_samples_per_second": 29.972, | |
| "eval_steps_per_second": 3.826, | |
| "step": 2208 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "eval_accuracy": 0.7935150410887591, | |
| "eval_f1": 0.5205158264947246, | |
| "eval_loss": 1.613077163696289, | |
| "eval_precision": 0.47639484978540775, | |
| "eval_recall": 0.5736434108527132, | |
| "eval_runtime": 3.4181, | |
| "eval_samples_per_second": 27.501, | |
| "eval_steps_per_second": 3.511, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "eval_accuracy": 0.7962666864983453, | |
| "eval_f1": 0.5341365461847388, | |
| "eval_loss": 1.617754340171814, | |
| "eval_precision": 0.5003762227238525, | |
| "eval_recall": 0.5727820844099913, | |
| "eval_runtime": 3.9965, | |
| "eval_samples_per_second": 23.521, | |
| "eval_steps_per_second": 3.003, | |
| "step": 2272 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "eval_accuracy": 0.7960063957163575, | |
| "eval_f1": 0.5309876049580169, | |
| "eval_loss": 1.6110599040985107, | |
| "eval_precision": 0.4955223880597015, | |
| "eval_recall": 0.5719207579672696, | |
| "eval_runtime": 3.0526, | |
| "eval_samples_per_second": 30.794, | |
| "eval_steps_per_second": 3.931, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "eval_accuracy": 0.7905774736920388, | |
| "eval_f1": 0.5087025316455697, | |
| "eval_loss": 1.5602927207946777, | |
| "eval_precision": 0.4703730797366496, | |
| "eval_recall": 0.553832902670112, | |
| "eval_runtime": 3.378, | |
| "eval_samples_per_second": 27.827, | |
| "eval_steps_per_second": 3.552, | |
| "step": 2336 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "eval_accuracy": 0.7928085375376492, | |
| "eval_f1": 0.5181962025316456, | |
| "eval_loss": 1.555016040802002, | |
| "eval_precision": 0.479151426481346, | |
| "eval_recall": 0.5641688199827735, | |
| "eval_runtime": 3.0403, | |
| "eval_samples_per_second": 30.918, | |
| "eval_steps_per_second": 3.947, | |
| "step": 2368 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "eval_accuracy": 0.7963782396906258, | |
| "eval_f1": 0.5212933753943217, | |
| "eval_loss": 1.5542960166931152, | |
| "eval_precision": 0.4807272727272727, | |
| "eval_recall": 0.5693367786391043, | |
| "eval_runtime": 3.1539, | |
| "eval_samples_per_second": 29.805, | |
| "eval_steps_per_second": 3.805, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "eval_accuracy": 0.7952998921652474, | |
| "eval_f1": 0.5285996055226825, | |
| "eval_loss": 1.560102939605713, | |
| "eval_precision": 0.487627365356623, | |
| "eval_recall": 0.5770887166236004, | |
| "eval_runtime": 3.3272, | |
| "eval_samples_per_second": 28.252, | |
| "eval_steps_per_second": 3.607, | |
| "step": 2432 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "eval_accuracy": 0.7926597999479419, | |
| "eval_f1": 0.5247999999999999, | |
| "eval_loss": 1.559518575668335, | |
| "eval_precision": 0.4899178491411501, | |
| "eval_recall": 0.5650301464254953, | |
| "eval_runtime": 3.1588, | |
| "eval_samples_per_second": 29.758, | |
| "eval_steps_per_second": 3.799, | |
| "step": 2464 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "eval_accuracy": 0.7940356226527349, | |
| "eval_f1": 0.533066132264529, | |
| "eval_loss": 1.5632045269012451, | |
| "eval_precision": 0.4985007496251874, | |
| "eval_recall": 0.5727820844099913, | |
| "eval_runtime": 3.5803, | |
| "eval_samples_per_second": 26.255, | |
| "eval_steps_per_second": 3.352, | |
| "step": 2496 | |
| }, | |
| { | |
| "epoch": 78.12, | |
| "learning_rate": 4.3750000000000005e-06, | |
| "loss": 0.0011, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "eval_accuracy": 0.7931431971144908, | |
| "eval_f1": 0.5266084193804608, | |
| "eval_loss": 1.5693398714065552, | |
| "eval_precision": 0.4885777450257922, | |
| "eval_recall": 0.5710594315245479, | |
| "eval_runtime": 3.2284, | |
| "eval_samples_per_second": 29.117, | |
| "eval_steps_per_second": 3.717, | |
| "step": 2528 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "eval_accuracy": 0.7927341687427956, | |
| "eval_f1": 0.5263575108997226, | |
| "eval_loss": 1.5728816986083984, | |
| "eval_precision": 0.48751835535976507, | |
| "eval_recall": 0.5719207579672696, | |
| "eval_runtime": 3.0942, | |
| "eval_samples_per_second": 30.38, | |
| "eval_steps_per_second": 3.878, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "eval_accuracy": 0.7929200907299297, | |
| "eval_f1": 0.5305313243457573, | |
| "eval_loss": 1.5773258209228516, | |
| "eval_precision": 0.49155033063923587, | |
| "eval_recall": 0.5762273901808785, | |
| "eval_runtime": 3.5248, | |
| "eval_samples_per_second": 26.668, | |
| "eval_steps_per_second": 3.404, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "eval_accuracy": 0.7932919347041981, | |
| "eval_f1": 0.5318382058470164, | |
| "eval_loss": 1.579202651977539, | |
| "eval_precision": 0.49700598802395207, | |
| "eval_recall": 0.5719207579672696, | |
| "eval_runtime": 3.0984, | |
| "eval_samples_per_second": 30.338, | |
| "eval_steps_per_second": 3.873, | |
| "step": 2624 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "eval_accuracy": 0.793329119101625, | |
| "eval_f1": 0.5278780585639792, | |
| "eval_loss": 1.58578622341156, | |
| "eval_precision": 0.493993993993994, | |
| "eval_recall": 0.5667527993109388, | |
| "eval_runtime": 3.0353, | |
| "eval_samples_per_second": 30.969, | |
| "eval_steps_per_second": 3.954, | |
| "step": 2656 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "eval_accuracy": 0.7925110623582344, | |
| "eval_f1": 0.528965241709948, | |
| "eval_loss": 1.584820032119751, | |
| "eval_precision": 0.4932935916542474, | |
| "eval_recall": 0.570198105081826, | |
| "eval_runtime": 3.3844, | |
| "eval_samples_per_second": 27.774, | |
| "eval_steps_per_second": 3.546, | |
| "step": 2688 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "eval_accuracy": 0.7922135871788197, | |
| "eval_f1": 0.5333866453418633, | |
| "eval_loss": 1.5820199251174927, | |
| "eval_precision": 0.49776119402985075, | |
| "eval_recall": 0.5745047372954349, | |
| "eval_runtime": 3.2337, | |
| "eval_samples_per_second": 29.069, | |
| "eval_steps_per_second": 3.711, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "eval_accuracy": 0.7920648495891124, | |
| "eval_f1": 0.5324830609804703, | |
| "eval_loss": 1.5860569477081299, | |
| "eval_precision": 0.49554896142433236, | |
| "eval_recall": 0.5753660637381568, | |
| "eval_runtime": 3.1113, | |
| "eval_samples_per_second": 30.212, | |
| "eval_steps_per_second": 3.857, | |
| "step": 2752 | |
| } | |
| ], | |
| "max_steps": 3200, | |
| "num_train_epochs": 100, | |
| "total_flos": 1.8890572813041664e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |