Training in progress, epoch 9

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c0d6d119749efb6044f69c37f90ffb6f1ed04d49d573b4e77cb297b84f316779
+oid sha256:39cdff85d5824cfc41db11cd84192f17d8b7c4f13321dbb95d1dc1613cb9dbd0
 size 496244100

tb/events.out.tfevents.1725051499.6b97e535edda.28945.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5fcf94a52fe104819a63efa999ebe3306852c4788abff5aeeb56a1cf2e27f65f
-size 10828
+oid sha256:33e3e0814f991c493f1a56c41e374644846955f6973428eefcbfc20c0218cfd5
+size 11039

train.log

@@ -1350,4 +1350,137 @@ You should probably TRAIN this model on a down-stream task to be able to use it
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 21:16:18,295 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-3829/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2574] 2024-08-30 21:16:20,790 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 21:16:20,790 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
-
 90%|█████████ | 3830/4250 [18:01<40:33,  5.79s/it]
 90%|█████████ | 3831/4250 [18:02<28:45,  4.12s/it]
 90%|█████████ | 3832/4250 [18:02<20:27,  2.94s/it]
 90%|█████████ | 3833/4250 [18:02<14:48,  2.13s/it]
 90%|█████████ | 3834/4250 [18:02<10:44,  1.55s/it]
 90%|█████████ | 3835/4250 [18:02<08:07,  1.18s/it]
 90%|█████████ | 3836/4250 [18:03<06:05,  1.13it/s]
 90%|█████████ | 3837/4250 [18:03<04:55,  1.40it/s]
 90%|█████████ | 3838/4250 [18:03<03:49,  1.80it/s]
 90%|█████████ | 3839/4250 [18:04<03:40,  1.86it/s]
 90%|█████████ | 3840/4250 [18:04<02:54,  2.35it/s]
 90%|█████████ | 3841/4250 [18:04<02:27,  2.77it/s]
 90%|█████████ | 3842/4250 [18:04<02:22,  2.86it/s]
 90%|█████████ | 3843/4250 [18:05<02:02,  3.34it/s]
 90%|█████████ | 3844/4250 [18:05<02:03,  3.28it/s]
 90%|█████████ | 3845/4250 [18:05<01:48,  3.73it/s]
 90%|█████████ | 3846/4250 [18:05<01:41,  3.98it/s]
 91%|█████████ | 3847/4250 [18:05<01:36,  4.18it/s]
 91%|█████████ | 3848/4250 [18:06<01:27,  4.58it/s]
 91%|█████████ | 3849/4250 [18:06<01:22,  4.88it/s]
 91%|█████████ | 3850/4250 [18:06<01:37,  4.11it/s]
 91%|█████████ | 3851/4250 [18:06<01:35,  4.17it/s]
 91%|█████████ | 3852/4250 [18:07<01:27,  4.54it/s]
 91%|█████████ | 3853/4250 [18:07<01:23,  4.75it/s]
 91%|█████████ | 3854/4250 [18:07<01:30,  4.39it/s]
 91%|█████████ | 3855/4250 [18:07<01:26,  4.56it/s]
 91%|█████████ | 3856/4250 [18:07<01:28,  4.44it/s]
 91%|█████████ | 3857/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3858/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3859/4250 [18:08<01:56,  3.36it/s]
 91%|█████████ | 3860/4250 [18:09<01:48,  3.58it/s]
 91%|█████████ | 3861/4250 [18:09<01:50,  3.53it/s]
 91%|█████████ | 3862/4250 [18:09<01:38,  3.95it/s]
 91%|█████████ | 3863/4250 [18:09<01:46,  3.63it/s]
 91%|█████████ | 3864/4250 [18:10<01:46,  3.63it/s]
 91%|█████████ | 3865/4250 [18:10<01:46,  3.60it/s]
 91%|█████████ | 3866/4250 [18:10<01:40,  3.83it/s]
 91%|█████████ | 3867/4250 [18:10<01:34,  4.07it/s]
 91%|█████████ | 3868/4250 [18:11<01:33,  4.07it/s]
 91%|█████████ | 3869/4250 [18:11<01:31,  4.14it/s]
 91%|█████████ | 3870/4250 [18:11<01:30,  4.19it/s]
 91%|█████████ | 3871/4250 [18:11<01:32,  4.09it/s]
 91%|█████████ | 3872/4250 [18:12<01:27,  4.31it/s]
 91%|█████████ | 3873/4250 [18:12<01:19,  4.72it/s]
 91%|█████████ | 3874/4250 [18:12<01:34,  3.97it/s]
 91%|█████████ | 3875/4250 [18:12<01:29,  4.20it/s]
 91%|█████████ | 3876/4250 [18:12<01:22,  4.55it/s]
 91%|█████████ | 3877/4250 [18:13<01:14,  5.04it/s]
 91%|█████████ | 3878/4250 [18:13<01:26,  4.32it/s]
 91%|█████████▏| 3879/4250 [18:13<01:20,  4.59it/s]
 91%|█████████▏| 3880/4250 [18:13<01:23,  4.45it/s]
 91%|█████████▏| 3881/4250 [18:14<01:17,  4.78it/s]
 91%|█████████▏| 3882/4250 [18:14<01:24,  4.37it/s]
 91%|█████████▏| 3883/4250 [18:14<01:51,  3.31it/s]
 91%|█████████▏| 3884/4250 [18:15<01:50,  3.31it/s]
 91%|█████████▏| 3885/4250 [18:15<01:49,  3.33it/s]
 91%|█████████▏| 3886/4250 [18:15<01:36,  3.78it/s]
 91%|█████████▏| 3887/4250 [18:15<01:30,  4.02it/s]
 91%|█████████▏| 3888/4250 [18:15<01:26,  4.18it/s]
 92%|█████████▏| 3889/4250 [18:16<01:24,  4.29it/s]
 92%|█████████▏| 3890/4250 [18:16<01:19,  4.52it/s]
 92%|█████████▏| 3891/4250 [18:16<01:14,  4.82it/s]
 92%|█████████▏| 3892/4250 [18:16<01:11,  5.02it/s]
 92%|█████████▏| 3893/4250 [18:16<01:08,  5.21it/s]
 92%|█████████▏| 3894/4250 [18:17<01:15,  4.74it/s]
 92%|█████████▏| 3895/4250 [18:17<01:20,  4.41it/s]
 92%|█████████▏| 3896/4250 [18:17<01:15,  4.67it/s]
 92%|█████████▏| 3897/4250 [18:17<01:12,  4.84it/s]
 92%|█████████▏| 3898/4250 [18:18<01:18,  4.50it/s]
 92%|█████████▏| 3899/4250 [18:18<01:17,  4.51it/s]
 92%|█████████▏| 3900/4250 [18:18<01:28,  3.95it/s]
 92%|█████████▏| 3901/4250 [18:18<01:25,  4.07it/s]
 92%|█████████▏| 3902/4250 [18:19<01:15,  4.60it/s]
 92%|█████████▏| 3903/4250 [18:19<01:14,  4.68it/s]
 92%|█████████▏| 3904/4250 [18:19<01:11,  4.86it/s]
+
 90%|█████████ | 3830/4250 [18:01<40:33,  5.79s/it]
 90%|█████████ | 3831/4250 [18:02<28:45,  4.12s/it]
 90%|█████████ | 3832/4250 [18:02<20:27,  2.94s/it]
 90%|█████████ | 3833/4250 [18:02<14:48,  2.13s/it]
 90%|█████████ | 3834/4250 [18:02<10:44,  1.55s/it]
 90%|█████████ | 3835/4250 [18:02<08:07,  1.18s/it]
 90%|█████████ | 3836/4250 [18:03<06:05,  1.13it/s]
 90%|█████████ | 3837/4250 [18:03<04:55,  1.40it/s]
 90%|█████████ | 3838/4250 [18:03<03:49,  1.80it/s]
 90%|█████████ | 3839/4250 [18:04<03:40,  1.86it/s]
 90%|█████████ | 3840/4250 [18:04<02:54,  2.35it/s]
 90%|█████████ | 3841/4250 [18:04<02:27,  2.77it/s]
 90%|█████████ | 3842/4250 [18:04<02:22,  2.86it/s]
 90%|█████████ | 3843/4250 [18:05<02:02,  3.34it/s]
 90%|█████████ | 3844/4250 [18:05<02:03,  3.28it/s]
 90%|█████████ | 3845/4250 [18:05<01:48,  3.73it/s]
 90%|█████████ | 3846/4250 [18:05<01:41,  3.98it/s]
 91%|█████████ | 3847/4250 [18:05<01:36,  4.18it/s]
 91%|█████████ | 3848/4250 [18:06<01:27,  4.58it/s]
 91%|█████████ | 3849/4250 [18:06<01:22,  4.88it/s]
 91%|█████████ | 3850/4250 [18:06<01:37,  4.11it/s]
 91%|█████████ | 3851/4250 [18:06<01:35,  4.17it/s]
 91%|█████████ | 3852/4250 [18:07<01:27,  4.54it/s]
 91%|█████████ | 3853/4250 [18:07<01:23,  4.75it/s]
 91%|█████████ | 3854/4250 [18:07<01:30,  4.39it/s]
 91%|█████████ | 3855/4250 [18:07<01:26,  4.56it/s]
 91%|█████████ | 3856/4250 [18:07<01:28,  4.44it/s]
 91%|█████████ | 3857/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3858/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3859/4250 [18:08<01:56,  3.36it/s]
 91%|█████████ | 3860/4250 [18:09<01:48,  3.58it/s]
 91%|█████████ | 3861/4250 [18:09<01:50,  3.53it/s]
 91%|█████████ | 3862/4250 [18:09<01:38,  3.95it/s]
 91%|█████████ | 3863/4250 [18:09<01:46,  3.63it/s]
 91%|█████████ | 3864/4250 [18:10<01:46,  3.63it/s]
 91%|█████████ | 3865/4250 [18:10<01:46,  3.60it/s]
 91%|█████████ | 3866/4250 [18:10<01:40,  3.83it/s]
 91%|█████████ | 3867/4250 [18:10<01:34,  4.07it/s]
 91%|█████████ | 3868/4250 [18:11<01:33,  4.07it/s]
 91%|█████████ | 3869/4250 [18:11<01:31,  4.14it/s]
 91%|█████████ | 3870/4250 [18:11<01:30,  4.19it/s]
 91%|█████████ | 3871/4250 [18:11<01:32,  4.09it/s]
 91%|█████████ | 3872/4250 [18:12<01:27,  4.31it/s]
 91%|█████████ | 3873/4250 [18:12<01:19,  4.72it/s]
 91%|█████████ | 3874/4250 [18:12<01:34,  3.97it/s]
 91%|█████████ | 3875/4250 [18:12<01:29,  4.20it/s]
 91%|█████████ | 3876/4250 [18:12<01:22,  4.55it/s]
 91%|█████████ | 3877/4250 [18:13<01:14,  5.04it/s]
 91%|█████████ | 3878/4250 [18:13<01:26,  4.32it/s]
 91%|█████████▏| 3879/4250 [18:13<01:20,  4.59it/s]
 91%|█████████▏| 3880/4250 [18:13<01:23,  4.45it/s]
 91%|█████████▏| 3881/4250 [18:14<01:17,  4.78it/s]
 91%|█████████▏| 3882/4250 [18:14<01:24,  4.37it/s]
 91%|█████████▏| 3883/4250 [18:14<01:51,  3.31it/s]
 91%|█████████▏| 3884/4250 [18:15<01:50,  3.31it/s]
 91%|█████████▏| 3885/4250 [18:15<01:49,  3.33it/s]
 91%|█████████▏| 3886/4250 [18:15<01:36,  3.78it/s]
 91%|█████████▏| 3887/4250 [18:15<01:30,  4.02it/s]
 91%|█████████▏| 3888/4250 [18:15<01:26,  4.18it/s]
 92%|█████████▏| 3889/4250 [18:16<01:24,  4.29it/s]
 92%|█████████▏| 3890/4250 [18:16<01:19,  4.52it/s]
 92%|█���███████▏| 3891/4250 [18:16<01:14,  4.82it/s]
 92%|█████████▏| 3892/4250 [18:16<01:11,  5.02it/s]
 92%|█████████▏| 3893/4250 [18:16<01:08,  5.21it/s]
 92%|█████████▏| 3894/4250 [18:17<01:15,  4.74it/s]
 92%|█████████▏| 3895/4250 [18:17<01:20,  4.41it/s]
 92%|█████████▏| 3896/4250 [18:17<01:15,  4.67it/s]
 92%|█████████▏| 3897/4250 [18:17<01:12,  4.84it/s]
 92%|█████████▏| 3898/4250 [18:18<01:18,  4.50it/s]
 92%|█████████▏| 3899/4250 [18:18<01:17,  4.51it/s]
 92%|█████████▏| 3900/4250 [18:18<01:28,  3.95it/s]
 92%|█████████▏| 3901/4250 [18:18<01:25,  4.07it/s]
 92%|█████████▏| 3902/4250 [18:19<01:15,  4.60it/s]
 92%|█████████▏| 3903/4250 [18:19<01:14,  4.68it/s]
 92%|█████████▏| 3904/4250 [18:19<01:11,  4.86it/s]
 92%|█████████▏| 3905/4250 [18:19<01:28,  3.89it/s]
 92%|█████████▏| 3906/4250 [18:20<01:24,  4.08it/s]
 92%|█████████▏| 3907/4250 [18:20<01:34,  3.64it/s]
 92%|█████████▏| 3908/4250 [18:20<01:28,  3.88it/s]
 92%|█████████▏| 3909/4250 [18:20<01:21,  4.18it/s]
 92%|█████████▏| 3910/4250 [18:21<01:24,  4.05it/s]
 92%|█████████▏| 3911/4250 [18:21<01:16,  4.43it/s]
 92%|█████████▏| 3912/4250 [18:21<01:10,  4.76it/s]
 92%|█████████▏| 3913/4250 [18:21<01:11,  4.73it/s]
 92%|█████████▏| 3914/4250 [18:21<01:11,  4.67it/s]
 92%|█████████▏| 3915/4250 [18:22<01:17,  4.31it/s]
 92%|█████████▏| 3916/4250 [18:22<01:18,  4.28it/s]
 92%|█████████▏| 3917/4250 [18:22<01:16,  4.35it/s]
 92%|█████████▏| 3918/4250 [18:22<01:15,  4.42it/s]
 92%|█████████▏| 3919/4250 [18:23<01:33,  3.55it/s]
 92%|█████████▏| 3920/4250 [18:23<01:24,  3.91it/s]
 92%|█████████▏| 3921/4250 [18:23<01:17,  4.24it/s]
 92%|█████████▏| 3922/4250 [18:23<01:27,  3.75it/s]
 92%|█████████▏| 3923/4250 [18:24<01:25,  3.80it/s]
 92%|█████████▏| 3924/4250 [18:24<01:27,  3.72it/s]
 92%|█████████▏| 3925/4250 [18:24<01:23,  3.89it/s]
 92%|█████████▏| 3926/4250 [18:24<01:16,  4.25it/s]
 92%|█████████▏| 3927/4250 [18:25<01:09,  4.62it/s]
 92%|█████████▏| 3928/4250 [18:25<01:11,  4.50it/s]
 92%|█████████▏| 3929/4250 [18:25<01:07,  4.75it/s]
 92%|█████████▏| 3930/4250 [18:25<01:10,  4.57it/s]
 92%|█████████▏| 3931/4250 [18:25<01:09,  4.56it/s]
 93%|█████████▎| 3932/4250 [18:26<01:10,  4.48it/s]
 93%|█████████▎| 3933/4250 [18:26<01:09,  4.55it/s]
 93%|█████████▎| 3934/4250 [18:26<01:08,  4.62it/s]
 93%|█████████▎| 3935/4250 [18:26<01:05,  4.81it/s]
 93%|█████████▎| 3936/4250 [18:27<01:13,  4.29it/s]
 93%|█████████▎| 3937/4250 [18:27<01:07,  4.61it/s]
 93%|█████████▎| 3938/4250 [18:27<01:04,  4.84it/s]
 93%|█████████▎| 3939/4250 [18:27<01:09,  4.47it/s]
 93%|█████████▎| 3940/4250 [18:27<01:06,  4.69it/s]
 93%|█████████▎| 3941/4250 [18:28<01:47,  2.86it/s]
 93%|█████████▎| 3942/4250 [18:28<01:39,  3.09it/s]
 93%|█████████▎| 3943/4250 [18:29<01:34,  3.26it/s]
 93%|█████████▎| 3944/4250 [18:29<01:20,  3.80it/s]
 93%|█████████▎| 3945/4250 [18:29<01:13,  4.14it/s]
 93%|█████████▎| 3946/4250 [18:29<01:21,  3.73it/s]
 93%|█████████▎| 3947/4250 [18:29<01:17,  3.93it/s]
 93%|█████████▎| 3948/4250 [18:30<01:13,  4.12it/s]
 93%|█████████▎| 3949/4250 [18:30<01:09,  4.34it/s]
 93%|█████████▎| 3950/4250 [18:30<01:08,  4.41it/s]
 93%|█████████▎| 3951/4250 [18:30<01:07,  4.42it/s]
 93%|█████████▎| 3952/4250 [18:30<01:02,  4.74it/s]
 93%|█████████▎| 3953/4250 [18:31<01:04,  4.61it/s]
 93%|█████████▎| 3954/4250 [18:31<01:06,  4.44it/s]
 93%|█████████▎| 3955/4250 [18:31<01:01,  4.79it/s]
 93%|█████████▎| 3956/4250 [18:32<01:16,  3.83it/s]
 93%|█████████▎| 3957/4250 [18:32<01:12,  4.03it/s]
 93%|█████████▎| 3958/4250 [18:32<01:11,  4.10it/s]
 93%|█████████▎| 3959/4250 [18:32<01:05,  4.44it/s]
 93%|█████████▎| 3960/4250 [18:32<01:01,  4.70it/s]
 93%|█████████▎| 3961/4250 [18:33<00:59,  4.87it/s]
 93%|█████████▎| 3962/4250 [18:33<01:02,  4.58it/s]
 93%|█████████▎| 3963/4250 [18:33<01:02,  4.63it/s]
 93%|█████████▎| 3964/4250 [18:33<01:01,  4.65it/s]
 93%|█████████▎| 3965/4250 [18:33<00:59,  4.81it/s]
 93%|█████████▎| 3966/4250 [18:34<00:57,  4.93it/s]
 93%|█████████▎| 3967/4250 [18:34<01:04,  4.40it/s]
 93%|█████████▎| 3968/4250 [18:34<00:58,  4.80it/s]
 93%|█████████▎| 3969/4250 [18:34<01:00,  4.62it/s]
 93%|█████████▎| 3970/4250 [18:34<01:00,  4.64it/s]
 93%|█████████▎| 3971/4250 [18:35<00:59,  4.66it/s]
 93%|█████████▎| 3972/4250 [18:35<00:57,  4.80it/s]
 93%|█████████▎| 3973/4250 [18:35<00:59,  4.65it/s]
 94%|█████████▎| 3974/4250 [18:35<00:56,  4.84it/s]
 94%|█████████▎| 3975/4250 [18:36<01:01,  4.44it/s]
 94%|█████████▎| 3976/4250 [18:36<00:57,  4.76it/s]
 94%|█████████▎| 3977/4250 [18:36<00:54,  5.02it/s]
 94%|█████████▎| 3978/4250 [18:36<00:55,  4.93it/s]
 94%|█████████▎| 3979/4250 [18:36<01:05,  4.14it/s]
 94%|█████████▎| 3980/4250 [18:37<01:37,  2.76it/s]
 94%|█████████▎| 3981/4250 [18:37<01:27,  3.08it/s]
 94%|█████████▎| 3982/4250 [18:38<01:22,  3.24it/s]
 94%|█████████▎| 3983/4250 [18:38<01:17,  3.44it/s]
 94%|█████████▎| 3984/4250 [18:38<01:12,  3.69it/s]
 94%|█████████▍| 3985/4250 [18:38<01:09,  3.83it/s]
 94%|█████████▍| 3986/4250 [18:39<01:04,  4.11it/s]
 94%|█████████▍| 3987/4250 [18:39<01:18,  3.35it/s]
 94%|█████████▍| 3988/4250 [18:39<01:15,  3.46it/s]
 94%|█████████▍| 3989/4250 [18:39<01:11,  3.67it/s]
 94%|█████████▍| 3990/4250 [18:40<01:07,  3.85it/s]
 94%|█████████▍| 3991/4250 [18:40<01:00,  4.28it/s]
 94%|█████████▍| 3992/4250 [18:40<01:01,  4.16it/s]
 94%|█████████▍| 3993/4250 [18:40<00:57,  4.45it/s]
 94%|█████████▍| 3994/4250 [18:41<01:18,  3.28it/s]
 94%|█████████▍| 3995/4250 [18:41<01:10,  3.60it/s]
 94%|█████████▍| 3996/4250 [18:41<01:02,  4.05it/s]
 94%|█████████▍| 3997/4250 [18:41<00:55,  4.59it/s]
 94%|█████████▍| 3998/4250 [18:42<01:02,  4.02it/s]
 94%|█████████▍| 3999/4250 [18:42<00:54,  4.62it/s]
 94%|█████████▍| 4000/4250 [18:42<00:56,  4.41it/s]
                                                   
 94%|█████████▍| 4000/4250 [18:42<00:56,  4.41it/s]
 94%|█████████▍| 4001/4250 [18:42<01:03,  3.91it/s]
 94%|█████████▍| 4002/4250 [18:43<00:58,  4.23it/s]
 94%|█████████▍| 4003/4250 [18:43<00:58,  4.21it/s]
 94%|█████████▍| 4004/4250 [18:43<00:59,  4.17it/s]
 94%|█████████▍| 4005/4250 [18:43<00:55,  4.41it/s]
 94%|█████████▍| 4006/4250 [18:43<00:52,  4.69it/s]
 94%|█████████▍| 4007/4250 [18:44<00:53,  4.54it/s]
 94%|█████████▍| 4008/4250 [18:44<00:48,  4.97it/s]
 94%|█████████▍| 4009/4250 [18:44<00:51,  4.66it/s]
 94%|█████████▍| 4010/4250 [18:44<00:53,  4.52it/s]
 94%|█████████▍| 4011/4250 [18:44<00:51,  4.65it/s]
 94%|█████████▍| 4012/4250 [18:45<00:52,  4.49it/s]
 94%|█████████▍| 4013/4250 [18:45<00:49,  4.81it/s]
 94%|█████████▍| 4014/4250 [18:45<00:52,  4.48it/s]
 94%|█████████▍| 4015/4250 [18:45<00:49,  4.74it/s]
 94%|█████████▍| 4016/4250 [18:46<00:52,  4.47it/s]
 95%|█████████▍| 4017/4250 [18:46<00:55,  4.23it/s]
 95%|█████████▍| 4018/4250 [18:46<00:56,  4.10it/s]
 95%|█████████▍| 4019/4250 [18:46<00:58,  3.95it/s]
 95%|█████████▍| 4020/4250 [18:47<00:56,  4.08it/s]
 95%|█████████▍| 4021/4250 [18:47<00:53,  4.25it/s]
 95%|█████████▍| 4022/4250 [18:47<00:51,  4.43it/s]
 95%|█████████▍| 4023/4250 [18:47<00:46,  4.84it/s]
 95%|█████████▍| 4024/4250 [18:47<00:48,  4.68it/s]
 95%|█████████▍| 4025/4250 [18:48<00:47,  4.69it/s]
 95%|█████████▍| 4026/4250 [18:48<00:56,  3.98it/s]
 95%|█████████▍| 4027/4250 [18:48<00:52,  4.27it/s]
 95%|█████████▍| 4028/4250 [18:48<00:50,  4.35it/s]
 95%|█████████▍| 4029/4250 [18:49<00:49,  4.46it/s]
 95%|█████████▍| 4030/4250 [18:49<00:55,  3.95it/s]
 95%|█████████▍| 4031/4250 [18:49<00:53,  4.09it/s]
 95%|█████████▍| 4032/4250 [18:49<00:51,  4.25it/s]
 95%|█████████▍| 4033/4250 [18:50<01:01,  3.53it/s]
 95%|█████████▍| 4034/4250 [18:50<00:56,  3.84it/s]
 95%|█████████▍| 4035/4250 [18:50<00:49,  4.36it/s]
 95%|█████████▍| 4036/4250 [18:50<00:50,  4.22it/s]
 95%|█████████▍| 4037/4250 [18:51<00:50,  4.19it/s]
 95%|█████████▌| 4038/4250 [18:51<00:58,  3.64it/s]
 95%|█████████▌| 4039/4250 [18:51<00:58,  3.62it/s]
 95%|█████████▌| 4040/4250 [18:52<01:00,  3.46it/s]
 95%|█████████▌| 4041/4250 [18:52<01:01,  3.41it/s]
 95%|█████████▌| 4042/4250 [18:52<00:54,  3.81it/s]
 95%|█████████▌| 4043/4250 [18:52<00:50,  4.10it/s]
 95%|█████████▌| 4044/4250 [18:52<00:45,  4.56it/s]
 95%|█████████▌| 4045/4250 [18:53<00:43,  4.73it/s]
 95%|█████████▌| 4046/4250 [18:53<00:43,  4.72it/s]
 95%|█████████▌| 4047/4250 [18:53<00:45,  4.51it/s]
 95%|█████████▌| 4048/4250 [18:53<00:42,  4.71it/s]
 95%|█████████▌| 4049/4250 [18:53<00:40,  4.90it/s]
 95%|█████████▌| 4050/4250 [18:54<00:42,  4.73it/s]
 95%|█████████▌| 4051/4250 [18:54<00:50,  3.97it/s]
 95%|█████████▌| 4052/4250 [18:54<00:54,  3.63it/s]
 95%|█████████▌| 4053/4250 [18:55<00:48,  4.04it/s]
 95%|█████████▌| 4054/4250 [18:55<00:46,  4.22it/s]
 95%|█████████▌| 4055/4250 [18:55<00:58,  3.36it/s]
 95%|█████████▌| 4056/4250 [18:55<00:53,  3.60it/s]
 95%|█████████▌| 4057/4250 [18:56<00:46,  4.15it/s]
 95%|█████████▌| 4058/4250 [18:56<00:44,  4.30it/s]
 96%|█████████▌| 4059/4250 [18:56<00:44,  4.30it/s]
 96%|█████████▌| 4060/4250 [18:56<00:43,  4.36it/s]
 96%|█████████▌| 4061/4250 [18:56<00:42,  4.49it/s]
 96%|█████████▌| 4062/4250 [18:57<00:42,  4.41it/s]
 96%|█████████▌| 4063/4250 [18:57<00:41,  4.45it/s]
 96%|█████████▌| 4064/4250 [18:57<00:40,  4.56it/s]
 96%|█████████▌| 4065/4250 [18:57<00:43,  4.26it/s]
 96%|█████████▌| 4066/4250 [18:58<00:45,  4.00it/s]
 96%|█████████▌| 4067/4250 [18:58<00:44,  4.12it/s]
 96%|█████████▌| 4068/4250 [18:58<00:42,  4.30it/s]
 96%|█████████▌| 4069/4250 [18:59<00:57,  3.15it/s]
 96%|█████████▌| 4070/4250 [18:59<00:51,  3.49it/s]
 96%|█████████▌| 4071/4250 [18:59<00:51,  3.50it/s]
 96%|█████████▌| 4072/4250 [19:00<01:01,  2.91it/s]
 96%|█████████▌| 4073/4250 [19:00<00:53,  3.29it/s]
 96%|█████████▌| 4074/4250 [19:00<00:47,  3.68it/s]
 96%|█████████▌| 4075/4250 [19:00<00:48,  3.57it/s]
 96%|█████████▌| 4076/4250 [19:01<00:48,  3.62it/s]
 96%|█████████▌| 4077/4250 [19:01<00:42,  4.05it/s]
 96%|█████████▌| 4078/4250 [19:01<00:40,  4.28it/s]
 96%|█████████▌| 4079/4250 [19:01<00:38,  4.48it/s]
 96%|█████████▌| 4080/4250 [19:01<00:36,  4.68it/s]
 96%|█████████▌| 4081/4250 [19:02<00:36,  4.62it/s]
 96%|█████████▌| 4082/4250 [19:02<00:34,  4.89it/s]
 96%|█████████▌| 4083/4250 [19:02<00:41,  3.98it/s]
 96%|█████████▌| 4084/4250 [19:02<00:41,  4.00it/s]
 96%|█████████▌| 4085/4250 [19:03<00:37,  4.35it/s]
 96%|█████████▌| 4086/4250 [19:03<00:35,  4.64it/s]
 96%|█████████▌| 4087/4250 [19:03<00:35,  4.57it/s]
 96%|█████████▌| 4088/4250 [19:03<00:33,  4.79it/s]
 96%|█████████▌| 4089/4250 [19:03<00:35,  4.48it/s]
 96%|█████████▌| 4090/4250 [19:04<00:33,  4.78it/s]
 96%|█████████▋| 4091/4250 [19:04<00:31,  5.01it/s]
 96%|█████████▋| 4092/4250 [19:04<00:35,  4.40it/s]
 96%|█████████▋| 4093/4250 [19:04<00:36,  4.24it/s]
 96%|█████████▋| 4094/4250 [19:05<00:38,  4.02it/s]
 96%|█████████▋| 4095/4250 [19:05<00:35,  4.37it/s]
 96%|█████████▋| 4096/4250 [19:05<00:34,  4.51it/s]
 96%|█████████▋| 4097/4250 [19:05<00:35,  4.33it/s]
 96%|█████████▋| 4098/4250 [19:06<00:37,  4.09it/s]
 96%|█████████▋| 4099/4250 [19:06<00:39,  3.79it/s]
 96%|█████████▋| 4100/4250 [19:06<00:37,  3.98it/s]
 96%|█████████▋| 4101/4250 [19:06<00:35,  4.19it/s]
 97%|█████████▋| 4102/4250 [19:07<00:38,  3.81it/s]
 97%|█████████▋| 4103/4250 [19:07<00:38,  3.85it/s]
 97%|█████████▋| 4104/4250 [19:07<00:35,  4.07it/s]
 97%|█████████▋| 4105/4250 [19:07<00:34,  4.20it/s]
 97%|█████████▋| 4106/4250 [19:08<00:39,  3.61it/s]
 97%|█████████▋| 4107/4250 [19:08<00:39,  3.59it/s]
 97%|█████████▋| 4108/4250 [19:08<00:36,  3.86it/s]
 97%|█████████▋| 4109/4250 [19:08<00:38,  3.68it/s]
 97%|█████████▋| 4110/4250 [19:09<00:35,  3.92it/s]
 97%|█████████▋| 4111/4250 [19:09<00:36,  3.86it/s]
 97%|█████████▋| 4112/4250 [19:09<00:33,  4.11it/s]
 97%|█████████▋| 4113/4250 [19:09<00:32,  4.22it/s]
 97%|█████████▋| 4114/4250 [19:10<00:30,  4.53it/s]
 97%|█████████▋| 4115/4250 [19:10<00:29,  4.64it/s]
 97%|█████████▋| 4116/4250 [19:10<00:29,  4.59it/s]
 97%|█████████▋| 4117/4250 [19:10<00:29,  4.46it/s]
 97%|█████████▋| 4118/4250 [19:10<00:28,  4.69it/s]
 97%|█████████▋| 4119/4250 [19:11<00:35,  3.74it/s]
 97%|█████████▋| 4120/4250 [19:11<00:33,  3.89it/s]
 97%|█████████▋| 4121/4250 [19:11<00:32,  3.97it/s]
 97%|█████████▋| 4122/4250 [19:11<00:29,  4.36it/s]
 97%|█████████▋| 4123/4250 [19:12<00:29,  4.34it/s]
 97%|█████████▋| 4124/4250 [19:12<00:26,  4.74it/s]
 97%|█████████▋| 4125/4250 [19:12<00:33,  3.68it/s]
 97%|█████████▋| 4126/4250 [19:12<00:30,  4.04it/s]
 97%|█████████▋| 4127/4250 [19:13<00:28,  4.27it/s]
 97%|█████████▋| 4128/4250 [19:13<00:29,  4.14it/s]
 97%|█████████▋| 4129/4250 [19:13<00:34,  3.46it/s]
 97%|█████████▋| 4130/4250 [19:13<00:31,  3.82it/s]
 97%|█████████▋| 4131/4250 [19:14<00:28,  4.24it/s]
 97%|█████████▋| 4132/4250 [19:14<00:28,  4.17it/s]
 97%|█████████▋| 4133/4250 [19:14<00:30,  3.80it/s]
 97%|█████████▋| 4134/4250 [19:14<00:27,  4.22it/s]
 97%|█████████▋| 4135/4250 [19:15<00:26,  4.36it/s]
 97%|█████████▋| 4136/4250 [19:15<00:24,  4.71it/s]
 97%|█████████▋| 4137/4250 [19:15<00:24,  4.62it/s]
 97%|█████████▋| 4138/4250 [19:15<00:24,  4.60it/s]
 97%|█████████▋| 4139/4250 [19:16<00:39,  2.79it/s]
 97%|█████████▋| 4140/4250 [19:16<00:35,  3.10it/s]
 97%|█████████▋| 4141/4250 [19:16<00:30,  3.55it/s]
 97%|█████████▋| 4142/4250 [19:17<00:30,  3.52it/s]
 97%|█████████▋| 4143/4250 [19:17<00:28,  3.73it/s]
 98%|█████████▊| 4144/4250 [19:17<00:27,  3.88it/s]
 98%|█████████▊| 4145/4250 [19:17<00:24,  4.35it/s]
 98%|█████████▊| 4146/4250 [19:17<00:22,  4.59it/s]
 98%|█████████▊| 4147/4250 [19:18<00:21,  4.82it/s]
 98%|█████████▊| 4148/4250 [19:18<00:20,  4.89it/s]
 98%|█████████▊| 4149/4250 [19:18<00:19,  5.23it/s]
 98%|█████████▊| 4150/4250 [19:18<00:20,  4.84it/s]
 98%|█████████▊| 4151/4250 [19:18<00:19,  5.05it/s]
 98%|█████████▊| 4152/4250 [19:19<00:22,  4.28it/s]
 98%|█████████▊| 4153/4250 [19:19<00:38,  2.54it/s]
 98%|█████████▊| 4154/4250 [19:20<00:31,  3.02it/s]
 98%|█████████▊| 4155/4250 [19:20<00:27,  3.47it/s]
 98%|█████████▊| 4156/4250 [19:20<00:25,  3.65it/s]
 98%|█████████▊| 4157/4250 [19:20<00:24,  3.85it/s]
 98%|█████████▊| 4158/4250 [19:21<00:23,  3.95it/s]
 98%|█████████▊| 4159/4250 [19:21<00:21,  4.16it/s]
 98%|█████████▊| 4160/4250 [19:21<00:21,  4.20it/s]
 98%|█████████▊| 4161/4250 [19:21<00:21,  4.21it/s]
 98%|█████████▊| 4162/4250 [19:21<00:20,  4.28it/s]
 98%|█████████▊| 4163/4250 [19:22<00:19,  4.39it/s]
 98%|█████████▊| 4164/4250 [19:22<00:18,  4.60it/s]
 98%|█████████▊| 4165/4250 [19:22<00:19,  4.46it/s]
 98%|█████████▊| 4166/4250 [19:22<00:21,  3.92it/s]
 98%|█████████▊| 4167/4250 [19:23<00:19,  4.36it/s]
 98%|█████████▊| 4168/4250 [19:23<00:17,  4.70it/s]
 98%|█████████▊| 4169/4250 [19:23<00:20,  3.87it/s]
 98%|█████████▊| 4170/4250 [19:23<00:18,  4.34it/s]
 98%|█████████▊| 4171/4250 [19:23<00:16,  4.77it/s]
 98%|█████████▊| 4172/4250 [19:24<00:17,  4.49it/s]
 98%|█████████▊| 4173/4250 [19:24<00:18,  4.22it/s]
 98%|█████████▊| 4174/4250 [19:24<00:18,  4.15it/s]
 98%|█████████▊| 4175/4250 [19:24<00:17,  4.30it/s]
 98%|█████████▊| 4176/4250 [19:25<00:19,  3.78it/s]
 98%|█████████▊| 4177/4250 [19:25<00:17,  4.14it/s]
 98%|█████████▊| 4178/4250 [19:25<00:16,  4.30it/s]
 98%|█████████▊| 4179/4250 [19:25<00:14,  4.83it/s]
 98%|█████████▊| 4180/4250 [19:26<00:14,  4.87it/s]
 98%|█████████▊| 4181/4250 [19:26<00:13,  5.06it/s]
 98%|█████████▊| 4182/4250 [19:26<00:13,  5.00it/s]
 98%|█████████▊| 4183/4250 [19:26<00:14,  4.63it/s]
 98%|█████████▊| 4184/4250 [19:26<00:15,  4.35it/s]
 98%|█████████▊| 4185/4250 [19:27<00:17,  3.62it/s]
 98%|█████████▊| 4186/4250 [19:27<00:16,  3.91it/s]
 99%|█████████▊| 4187/4250 [19:27<00:14,  4.23it/s]
 99%|█████████▊| 4188/4250 [19:27<00:14,  4.15it/s]
 99%|█████████▊| 4189/4250 [19:28<00:14,  4.18it/s]
 99%|█████████▊| 4190/4250 [19:28<00:13,  4.48it/s]
 99%|█████████▊| 4191/4250 [19:28<00:12,  4.83it/s]
 99%|█████████▊| 4192/4250 [19:28<00:11,  5.03it/s]
 99%|█████████▊| 4193/4250 [19:28<00:10,  5.33it/s]
 99%|█████████▊| 4194/4250 [19:29<00:11,  4.89it/s]
 99%|█████████▊| 4195/4250 [19:29<00:12,  4.37it/s]
 99%|█████████▊| 4196/4250 [19:29<00:12,  4.22it/s]
 99%|█████████▉| 4197/4250 [19:29<00:12,  4.27it/s]
 99%|█████████▉| 4198/4250 [19:30<00:12,  4.03it/s]
 99%|█████████▉| 4199/4250 [19:30<00:12,  4.15it/s]
 99%|█████████▉| 4200/4250 [19:30<00:13,  3.68it/s]
 99%|█████████▉| 4201/4250 [19:30<00:12,  3.90it/s]
 99%|█████████▉| 4202/4250 [19:31<00:12,  3.90it/s]
 99%|█████████▉| 4203/4250 [19:31<00:10,  4.40it/s]
 99%|█████████▉| 4204/4250 [19:31<00:10,  4.51it/s]
 99%|█████████▉| 4205/4250 [19:31<00:09,  4.89it/s]
 99%|█████████▉| 4206/4250 [19:31<00:09,  4.84it/s]
 99%|█████████▉| 4207/4250 [19:32<00:08,  4.94it/s]
 99%|█████████▉| 4208/4250 [19:32<00:08,  4.72it/s]
 99%|█████████▉| 4209/4250 [19:32<00:08,  5.05it/s]
 99%|█████████▉| 4210/4250 [19:32<00:08,  4.48it/s]
 99%|█████████▉| 4211/4250 [19:33<00:08,  4.77it/s]
 99%|█████████▉| 4212/4250 [19:33<00:08,  4.74it/s]
 99%|█████████▉| 4213/4250 [19:33<00:07,  4.75it/s]
 99%|█████████▉| 4214/4250 [19:33<00:07,  5.00it/s]
 99%|█████████▉| 4215/4250 [19:33<00:06,  5.08it/s]
 99%|█████████▉| 4216/4250 [19:34<00:06,  5.29it/s]
 99%|█████████▉| 4217/4250 [19:34<00:05,  5.51it/s]
 99%|█████████▉| 4218/4250 [19:34<00:06,  5.12it/s]
 99%|█████████▉| 4219/4250 [19:34<00:07,  3.99it/s]
 99%|█████████▉| 4220/4250 [19:34<00:07,  4.27it/s]
 99%|█████████▉| 4221/4250 [19:35<00:07,  4.10it/s]
 99%|█████████▉| 4222/4250 [19:35<00:06,  4.12it/s]
 99%|█████████▉| 4223/4250 [19:35<00:06,  3.90it/s]
 99%|█████████▉| 4224/4250 [19:35<00:06,  4.26it/s]
 99%|█████████▉| 4225/4250 [19:36<00:05,  4.47it/s]
 99%|█████████▉| 4226/4250 [19:36<00:05,  4.44it/s]
 99%|█████████▉| 4227/4250 [19:36<00:04,  4.70it/s]
 99%|█████████▉| 4228/4250 [19:36<00:04,  4.89it/s]
+[INFO|configuration_utils.py:472] 2024-08-30 21:18:00,776 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 21:18:02,119 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:18:02,120 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:18:02,120 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:18:04,450 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:18:04,451 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:805] 2024-08-30 21:18:04,499 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3788] 2024-08-30 21:18:04,502 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3790] 2024-08-30 21:18:04,502 >>   Num examples = 6810
+[INFO|trainer.py:3793] 2024-08-30 21:18:04,503 >>   Batch size = 8
+{'eval_loss': 0.005664878059178591, 'eval_precision': 0.9384615384615385, 'eval_recall': 0.953125, 'eval_f1': 0.9457364341085271, 'eval_accuracy': 0.9989221030661705, 'eval_runtime': 14.3719, 'eval_samples_per_second': 473.842, 'eval_steps_per_second': 59.282, 'epoch': 9.0}
+{'loss': 0.0001, 'grad_norm': 0.00056758540449664, 'learning_rate': 2.9411764705882355e-06, 'epoch': 9.4}
+
+
  0%|          | 0/852 [00:00<?, ?it/s]
+
  1%|          | 10/852 [00:00<00:09, 88.98it/s]
+
  2%|▏         | 19/852 [00:00<00:10, 78.93it/s]
+
  3%|▎         | 27/852 [00:00<00:10, 79.14it/s]
+
  4%|▍         | 35/852 [00:00<00:10, 78.64it/s]
+
  5%|▌         | 43/852 [00:00<00:10, 79.00it/s]
+
  6%|▌         | 52/852 [00:00<00:09, 80.10it/s]
+
  7%|▋         | 61/852 [00:00<00:09, 80.76it/s]
+
  8%|▊         | 70/852 [00:00<00:10, 77.86it/s]
+
  9%|▉         | 78/852 [00:00<00:09, 78.31it/s]
+
 10%|█         | 86/852 [00:01<00:09, 76.69it/s]
+
 11%|█         | 94/852 [00:01<00:10, 75.64it/s]
+
 12%|█▏        | 102/852 [00:01<00:09, 76.86it/s]
+
 13%|█▎        | 110/852 [00:01<00:09, 76.72it/s]
+
 14%|█▍        | 118/852 [00:01<00:09, 77.49it/s]
+
 15%|█▍        | 126/852 [00:01<00:09, 74.45it/s]
+
 16%|█▌        | 134/852 [00:01<00:09, 75.67it/s]
+
 17%|█▋        | 142/852 [00:01<00:09, 75.40it/s]
+
 18%|█▊        | 150/852 [00:01<00:09, 72.62it/s]
+
 19%|█▊        | 158/852 [00:02<00:10, 68.63it/s]
+
 19%|█▉        | 166/852 [00:02<00:09, 70.04it/s]
+
 20%|██        | 174/852 [00:02<00:09, 72.09it/s]
+
 21%|██▏       | 182/852 [00:02<00:09, 69.51it/s]
+
 22%|██▏       | 190/852 [00:02<00:09, 69.07it/s]
+
 23%|██▎       | 198/852 [00:02<00:09, 71.38it/s]
+
 24%|██▍       | 206/852 [00:02<00:09, 69.05it/s]
+
 25%|██▌       | 214/852 [00:02<00:09, 70.24it/s]
+
 26%|██▌       | 223/852 [00:02<00:08, 72.44it/s]
+
 27%|██▋       | 231/852 [00:03<00:08, 71.18it/s]
+
 28%|██▊       | 239/852 [00:03<00:08, 72.28it/s]
+
 29%|██▉       | 247/852 [00:03<00:08, 72.24it/s]
+
 30%|██▉       | 255/852 [00:03<00:08, 72.82it/s]
+
 31%|███       | 263/852 [00:03<00:07, 74.21it/s]
+
 32%|███▏      | 271/852 [00:03<00:07, 74.70it/s]
+
 33%|███▎      | 279/852 [00:03<00:07, 73.77it/s]
+
 34%|███▎      | 287/852 [00:03<00:07, 72.12it/s]
+
 35%|███▍      | 295/852 [00:03<00:07, 73.59it/s]
+
 36%|███▌      | 304/852 [00:04<00:07, 75.83it/s]
+
 37%|███▋      | 312/852 [00:04<00:07, 71.93it/s]
+
 38%|███▊      | 320/852 [00:04<00:07, 73.58it/s]
+
 38%|███▊      | 328/852 [00:04<00:07, 74.72it/s]
+
 40%|███▉      | 337/852 [00:04<00:06, 76.56it/s]
+
 40%|████      | 345/852 [00:04<00:06, 74.81it/s]
+
 41%|████▏     | 353/852 [00:04<00:06, 73.25it/s]
+
 42%|████▏     | 361/852 [00:04<00:06, 73.71it/s]
+
 43%|████▎     | 369/852 [00:04<00:06, 72.62it/s]
+
 44%|████▍     | 377/852 [00:05<00:06, 73.15it/s]
+
 45%|████▌     | 385/852 [00:05<00:06, 73.69it/s]
+
 46%|████▌     | 393/852 [00:05<00:06, 72.61it/s]
+
 47%|████▋     | 401/852 [00:05<00:06, 74.11it/s]
+
 48%|████▊     | 409/852 [00:05<00:06, 73.55it/s]
+
 49%|████▉     | 417/852 [00:05<00:05, 72.97it/s]
+
 50%|████▉     | 425/852 [00:05<00:05, 72.81it/s]
+
 51%|█████     | 434/852 [00:05<00:05, 76.28it/s]
+
 52%|█████▏    | 442/852 [00:05<00:05, 74.68it/s]
+
 53%|█████▎    | 450/852 [00:06<00:05, 73.70it/s]
+
 54%|█████▍    | 459/852 [00:06<00:05, 75.74it/s]
+
 55%|█████▍    | 467/852 [00:06<00:05, 74.00it/s]
+
 56%|█████▌    | 475/852 [00:06<00:05, 70.04it/s]
+
 57%|█████▋    | 483/852 [00:06<00:05, 71.38it/s]
+
 58%|█████▊    | 491/852 [00:06<00:04, 73.31it/s]
+
 59%|█████▊    | 500/852 [00:06<00:04, 76.26it/s]
+
 60%|█████▉    | 508/852 [00:06<00:04, 76.50it/s]
+
 61%|██████    | 516/852 [00:06<00:04, 74.65it/s]
+
 62%|██████▏   | 524/852 [00:07<00:04, 74.00it/s]
+
 62%|██████▏   | 532/852 [00:07<00:04, 75.40it/s]
+
 63%|██████▎   | 540/852 [00:07<00:04, 74.57it/s]
+
 64%|██████▍   | 548/852 [00:07<00:04, 75.54it/s]
+
 65%|██████▌   | 556/852 [00:07<00:03, 74.02it/s]
+
 66%|██████▋   | 565/852 [00:07<00:03, 77.09it/s]
+
 67%|██████▋   | 573/852 [00:07<00:03, 75.60it/s]
+
 68%|██████▊   | 581/852 [00:07<00:03, 75.66it/s]
+
 69%|██████▉   | 589/852 [00:07<00:03, 75.62it/s]
+
 70%|███████   | 597/852 [00:08<00:03, 73.65it/s]
+
 71%|███████   | 605/852 [00:08<00:03, 71.64it/s]
+
 72%|███████▏  | 613/852 [00:08<00:03, 72.45it/s]
+
 73%|███████▎  | 621/852 [00:08<00:03, 71.63it/s]
+
 74%|███████▍  | 629/852 [00:08<00:03, 70.55it/s]
+
 75%|███████▍  | 638/852 [00:08<00:02, 73.68it/s]
+
 76%|███████▌  | 646/852 [00:08<00:02, 69.61it/s]
+
 77%|███████▋  | 655/852 [00:08<00:02, 73.37it/s]
+
 78%|███████▊  | 663/852 [00:08<00:02, 74.80it/s]
+
 79%|███████▉  | 671/852 [00:09<00:02, 74.34it/s]
+
 80%|███████▉  | 679/852 [00:09<00:02, 73.82it/s]
+
 81%|████████  | 687/852 [00:09<00:02, 75.15it/s]
+
 82%|████████▏ | 695/852 [00:09<00:02, 74.21it/s]
+
 83%|████████▎ | 703/852 [00:09<00:02, 74.20it/s]
+
 84%|████████▎ | 712/852 [00:09<00:01, 76.33it/s]
+
 85%|████████▍ | 720/852 [00:09<00:01, 75.08it/s]
+
 85%|████████▌ | 728/852 [00:09<00:01, 75.08it/s]
+
 87%|████████▋ | 737/852 [00:09<00:01, 77.13it/s]
+
 88%|████████▊ | 746/852 [00:10<00:01, 78.94it/s]
+
 88%|████████▊ | 754/852 [00:10<00:01, 75.19it/s]
+
 89%|████████▉ | 762/852 [00:10<00:01, 76.05it/s]
+
 90%|█████████ | 770/852 [00:10<00:01, 76.04it/s]
+
 91%|█████████▏| 778/852 [00:10<00:00, 76.85it/s]
+
 92%|█████████▏| 786/852 [00:10<00:00, 74.80it/s]
+
 93%|█████████▎| 794/852 [00:10<00:00, 75.60it/s]
+
 94%|█████████▍| 803/852 [00:10<00:00, 77.47it/s]
+
 95%|█████████▌| 811/852 [00:10<00:00, 75.03it/s]
+
 96%|█████████▌| 819/852 [00:11<00:00, 74.88it/s]
+
 97%|█████████▋| 828/852 [00:11<00:00, 77.27it/s]
+
 98%|█████████▊| 836/852 [00:11<00:00, 78.02it/s]
+
 99%|█████████▉| 844/852 [00:11<00:00, 75.11it/s]
+
                                                   
+
                                                 
+
+
                                                 [INFO|trainer.py:3478] 2024-08-30 21:18:19,466 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4250
+[INFO|configuration_utils.py:472] 2024-08-30 21:18:19,467 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 21:18:20,826 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:18:20,829 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:18:20,830 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/special_tokens_map.json
+[INFO|trainer.py:2383] 2024-08-30 21:18:22,618 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+[INFO|trainer.py:2621] 2024-08-30 21:18:22,618 >> Loading best model from /content/dissertation/scripts/ner/output/checkpoint-4250 (score: 0.9476082004555808).
+