Training in progress, epoch 10

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5956c5d0ba2b7d9047e001b6ce78125ef95ef87d792baf14430e04a5f4f03f65
+oid sha256:c3bfdc8036a8389a3d6fbbb88e8d38ea49714731d62cd6c1464cc0223e366e50
 size 437380924

tb/events.out.tfevents.1725054888.6b97e535edda.43233.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:25739309ebae8d68606d49a6ce6c7b5524f40497adf5102fdd1ad6d315c9e76b
-size 10759
+oid sha256:0778b98e7a0b67111af5f3b6bd3dfdfd81d762456b8f6045a2b33aa9ec6416b1
+size 10970

train.log

@@ -1199,4 +1199,127 @@ 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 22:13:38,291 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-3825/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2574] 2024-08-30 22:13:40,295 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 22:13:40,296 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
-
 90%|█████████ | 3826/4250 [18:52<39:12,  5.55s/it]
 90%|█████████ | 3827/4250 [18:52<27:58,  3.97s/it]
 90%|█████████ | 3828/4250 [18:53<20:05,  2.86s/it]
 90%|█████████ | 3829/4250 [18:53<14:28,  2.06s/it]
 90%|█████████ | 3830/4250 [18:53<10:32,  1.51s/it]
 90%|█████████ | 3831/4250 [18:53<07:57,  1.14s/it]
 90%|█████████ | 3832/4250 [18:54<06:09,  1.13it/s]
 90%|█████████ | 3833/4250 [18:54<04:43,  1.47it/s]
 90%|█████████ | 3834/4250 [18:54<03:44,  1.85it/s]
 90%|█████████ | 3835/4250 [18:54<03:08,  2.20it/s]
 90%|█████████ | 3836/4250 [18:55<02:41,  2.56it/s]
 90%|█████████ | 3837/4250 [18:55<02:18,  2.97it/s]
 90%|█████████ | 3838/4250 [18:55<02:02,  3.36it/s]
 90%|█████████ | 3839/4250 [18:55<01:54,  3.59it/s]
 90%|█████████ | 3840/4250 [18:55<01:52,  3.63it/s]
 90%|█████████ | 3841/4250 [18:56<01:40,  4.07it/s]
 90%|█████████ | 3842/4250 [18:56<01:32,  4.40it/s]
 90%|█████████ | 3843/4250 [18:56<01:29,  4.55it/s]
 90%|█████████ | 3844/4250 [18:56<01:39,  4.07it/s]
 90%|█████████ | 3845/4250 [18:57<01:35,  4.25it/s]
 90%|█████████ | 3846/4250 [18:57<01:34,  4.25it/s]
 91%|█████████ | 3847/4250 [18:57<01:35,  4.22it/s]
 91%|█████████ | 3848/4250 [18:57<01:43,  3.89it/s]
 91%|█████████ | 3849/4250 [18:58<01:37,  4.11it/s]
 91%|█████████ | 3850/4250 [18:58<01:46,  3.74it/s]
 91%|█████████ | 3851/4250 [18:58<01:47,  3.71it/s]
 91%|█████████ | 3852/4250 [18:58<01:45,  3.77it/s]
 91%|█████████ | 3853/4250 [18:59<01:34,  4.22it/s]
 91%|█████████ | 3854/4250 [18:59<01:28,  4.49it/s]
 91%|█████████ | 3855/4250 [18:59<01:47,  3.67it/s]
 91%|█████████ | 3856/4250 [18:59<01:42,  3.83it/s]
 91%|█████████ | 3857/4250 [19:00<01:49,  3.58it/s]
 91%|█████████ | 3858/4250 [19:00<02:07,  3.07it/s]
 91%|█████████ | 3859/4250 [19:00<01:54,  3.41it/s]
 91%|█████████ | 3860/4250 [19:01<01:43,  3.75it/s]
 91%|█████████ | 3861/4250 [19:01<01:48,  3.59it/s]
 91%|█████████ | 3862/4250 [19:01<01:39,  3.88it/s]
 91%|█████████ | 3863/4250 [19:01<01:38,  3.93it/s]
 91%|█████████ | 3864/4250 [19:02<01:34,  4.07it/s]
 91%|█████████ | 3865/4250 [19:02<01:45,  3.66it/s]
 91%|█████████ | 3866/4250 [19:02<01:37,  3.93it/s]
 91%|█████████ | 3867/4250 [19:02<01:35,  4.01it/s]
 91%|█████████ | 3868/4250 [19:03<01:35,  4.00it/s]
 91%|█████████ | 3869/4250 [19:03<01:33,  4.09it/s]
 91%|█████████ | 3870/4250 [19:03<01:32,  4.12it/s]
 91%|█████████ | 3871/4250 [19:03<01:35,  3.96it/s]
 91%|█████████ | 3872/4250 [19:04<01:35,  3.95it/s]
 91%|█████████ | 3873/4250 [19:04<01:30,  4.19it/s]
 91%|█████████ | 3874/4250 [19:04<01:39,  3.76it/s]
 91%|█████████ | 3875/4250 [19:04<01:35,  3.92it/s]
 91%|█████████ | 3876/4250 [19:05<01:32,  4.05it/s]
 91%|█████████ | 3877/4250 [19:05<01:26,  4.33it/s]
 91%|█████████ | 3878/4250 [19:05<01:20,  4.64it/s]
 91%|█████████▏| 3879/4250 [19:05<01:21,  4.53it/s]
 91%|█████████▏| 3880/4250 [19:05<01:25,  4.33it/s]
 91%|█████████▏| 3881/4250 [19:06<01:22,  4.49it/s]
 91%|█████████▏| 3882/4250 [19:06<01:25,  4.30it/s]
 91%|█████████▏| 3883/4250 [19:06<01:29,  4.11it/s]
 91%|█████████▏| 3884/4250 [19:07<01:44,  3.49it/s]
 91%|█████████▏| 3885/4250 [19:07<01:34,  3.84it/s]
 91%|█████████▏| 3886/4250 [19:07<01:25,  4.26it/s]
 91%|█████████▏| 3887/4250 [19:07<01:24,  4.30it/s]
+
 90%|█████████ | 3826/4250 [18:52<39:12,  5.55s/it]
 90%|█████████ | 3827/4250 [18:52<27:58,  3.97s/it]
 90%|█████████ | 3828/4250 [18:53<20:05,  2.86s/it]
 90%|█████████ | 3829/4250 [18:53<14:28,  2.06s/it]
 90%|█████████ | 3830/4250 [18:53<10:32,  1.51s/it]
 90%|█████████ | 3831/4250 [18:53<07:57,  1.14s/it]
 90%|█████████ | 3832/4250 [18:54<06:09,  1.13it/s]
 90%|█████████ | 3833/4250 [18:54<04:43,  1.47it/s]
 90%|█████████ | 3834/4250 [18:54<03:44,  1.85it/s]
 90%|█████████ | 3835/4250 [18:54<03:08,  2.20it/s]
 90%|█████████ | 3836/4250 [18:55<02:41,  2.56it/s]
 90%|█████████ | 3837/4250 [18:55<02:18,  2.97it/s]
 90%|█████████ | 3838/4250 [18:55<02:02,  3.36it/s]
 90%|█████████ | 3839/4250 [18:55<01:54,  3.59it/s]
 90%|█████████ | 3840/4250 [18:55<01:52,  3.63it/s]
 90%|█████████ | 3841/4250 [18:56<01:40,  4.07it/s]
 90%|█████████ | 3842/4250 [18:56<01:32,  4.40it/s]
 90%|█████████ | 3843/4250 [18:56<01:29,  4.55it/s]
 90%|█████████ | 3844/4250 [18:56<01:39,  4.07it/s]
 90%|█████████ | 3845/4250 [18:57<01:35,  4.25it/s]
 90%|█████████ | 3846/4250 [18:57<01:34,  4.25it/s]
 91%|█████████ | 3847/4250 [18:57<01:35,  4.22it/s]
 91%|█████████ | 3848/4250 [18:57<01:43,  3.89it/s]
 91%|█████████ | 3849/4250 [18:58<01:37,  4.11it/s]
 91%|█████████ | 3850/4250 [18:58<01:46,  3.74it/s]
 91%|█████████ | 3851/4250 [18:58<01:47,  3.71it/s]
 91%|█████████ | 3852/4250 [18:58<01:45,  3.77it/s]
 91%|█████████ | 3853/4250 [18:59<01:34,  4.22it/s]
 91%|█████████ | 3854/4250 [18:59<01:28,  4.49it/s]
 91%|█████████ | 3855/4250 [18:59<01:47,  3.67it/s]
 91%|█████████ | 3856/4250 [18:59<01:42,  3.83it/s]
 91%|█████████ | 3857/4250 [19:00<01:49,  3.58it/s]
 91%|█████████ | 3858/4250 [19:00<02:07,  3.07it/s]
 91%|█████████ | 3859/4250 [19:00<01:54,  3.41it/s]
 91%|█████████ | 3860/4250 [19:01<01:43,  3.75it/s]
 91%|█████████ | 3861/4250 [19:01<01:48,  3.59it/s]
 91%|█████████ | 3862/4250 [19:01<01:39,  3.88it/s]
 91%|█████████ | 3863/4250 [19:01<01:38,  3.93it/s]
 91%|█████████ | 3864/4250 [19:02<01:34,  4.07it/s]
 91%|█████████ | 3865/4250 [19:02<01:45,  3.66it/s]
 91%|█████████ | 3866/4250 [19:02<01:37,  3.93it/s]
 91%|█████████ | 3867/4250 [19:02<01:35,  4.01it/s]
 91%|█████████ | 3868/4250 [19:03<01:35,  4.00it/s]
 91%|█████████ | 3869/4250 [19:03<01:33,  4.09it/s]
 91%|█████████ | 3870/4250 [19:03<01:32,  4.12it/s]
 91%|█████████ | 3871/4250 [19:03<01:35,  3.96it/s]
 91%|█████████ | 3872/4250 [19:04<01:35,  3.95it/s]
 91%|█████████ | 3873/4250 [19:04<01:30,  4.19it/s]
 91%|█████████ | 3874/4250 [19:04<01:39,  3.76it/s]
 91%|█████████ | 3875/4250 [19:04<01:35,  3.92it/s]
 91%|█████████ | 3876/4250 [19:05<01:32,  4.05it/s]
 91%|█████████ | 3877/4250 [19:05<01:26,  4.33it/s]
 91%|█████████ | 3878/4250 [19:05<01:20,  4.64it/s]
 91%|█████████▏| 3879/4250 [19:05<01:21,  4.53it/s]
 91%|█████████▏| 3880/4250 [19:05<01:25,  4.33it/s]
 91%|█████████▏| 3881/4250 [19:06<01:22,  4.49it/s]
 91%|█████████▏| 3882/4250 [19:06<01:25,  4.30it/s]
 91%|█████████▏| 3883/4250 [19:06<01:29,  4.11it/s]
 91%|█████████▏| 3884/4250 [19:07<01:44,  3.49it/s]
 91%|█████████▏| 3885/4250 [19:07<01:34,  3.84it/s]
 91%|█████████▏| 3886/4250 [19:07<01:25,  4.26it/s]
 91%|█████████▏| 3887/4250 [19:07<01:24,  4.30it/s]
 91%|█████████▏| 3888/4250 [19:07<01:31,  3.94it/s]
 92%|█████████▏| 3889/4250 [19:08<01:39,  3.63it/s]
 92%|█████████▏| 3890/4250 [19:08<01:42,  3.52it/s]
 92%|█████████▏| 3891/4250 [19:08<01:37,  3.68it/s]
 92%|█████████▏| 3892/4250 [19:09<01:44,  3.42it/s]
 92%|█████████▏| 3893/4250 [19:09<01:50,  3.24it/s]
 92%|█████████▏| 3894/4250 [19:09<01:51,  3.18it/s]
 92%|█████████▏| 3895/4250 [19:10<01:41,  3.50it/s]
 92%|█████████▏| 3896/4250 [19:10<01:31,  3.87it/s]
 92%|█████████▏| 3897/4250 [19:10<01:38,  3.59it/s]
 92%|█████████▏| 3898/4250 [19:10<01:37,  3.63it/s]
 92%|█████████▏| 3899/4250 [19:11<01:34,  3.73it/s]
 92%|██████��██▏| 3900/4250 [19:11<01:31,  3.81it/s]
 92%|█████████▏| 3901/4250 [19:11<01:21,  4.30it/s]
 92%|█████████▏| 3902/4250 [19:11<01:20,  4.30it/s]
 92%|█████████▏| 3903/4250 [19:11<01:22,  4.21it/s]
 92%|█████████▏| 3904/4250 [19:12<01:16,  4.54it/s]
 92%|█████████▏| 3905/4250 [19:12<01:12,  4.73it/s]
 92%|█████████▏| 3906/4250 [19:12<01:14,  4.62it/s]
 92%|█████████▏| 3907/4250 [19:12<01:13,  4.68it/s]
 92%|█████████▏| 3908/4250 [19:13<01:16,  4.46it/s]
 92%|█████████▏| 3909/4250 [19:13<01:15,  4.54it/s]
 92%|█████████▏| 3910/4250 [19:13<01:15,  4.49it/s]
 92%|█████████▏| 3911/4250 [19:13<01:24,  4.03it/s]
 92%|█████████▏| 3912/4250 [19:14<01:20,  4.21it/s]
 92%|█████████▏| 3913/4250 [19:14<01:24,  3.99it/s]
 92%|█████████▏| 3914/4250 [19:14<01:17,  4.35it/s]
 92%|█████████▏| 3915/4250 [19:14<01:12,  4.60it/s]
 92%|█████████▏| 3916/4250 [19:14<01:16,  4.35it/s]
 92%|█████████▏| 3917/4250 [19:15<01:11,  4.66it/s]
 92%|█████████▏| 3918/4250 [19:15<01:10,  4.74it/s]
 92%|█████████▏| 3919/4250 [19:15<01:19,  4.14it/s]
 92%|█████████▏| 3920/4250 [19:15<01:15,  4.37it/s]
 92%|█████████▏| 3921/4250 [19:16<01:14,  4.40it/s]
 92%|█████████▏| 3922/4250 [19:16<01:14,  4.37it/s]
 92%|█████████▏| 3923/4250 [19:16<01:12,  4.52it/s]
 92%|█████████▏| 3924/4250 [19:16<01:09,  4.72it/s]
 92%|█████████▏| 3925/4250 [19:16<01:12,  4.50it/s]
 92%|█████████▏| 3926/4250 [19:17<01:16,  4.26it/s]
 92%|█████████▏| 3927/4250 [19:17<01:12,  4.47it/s]
 92%|█████████▏| 3928/4250 [19:17<01:10,  4.57it/s]
 92%|█████████▏| 3929/4250 [19:17<01:07,  4.78it/s]
 92%|█████████▏| 3930/4250 [19:18<01:15,  4.23it/s]
 92%|█████████▏| 3931/4250 [19:18<01:13,  4.35it/s]
 93%|█████████▎| 3932/4250 [19:18<01:15,  4.23it/s]
 93%|█████████▎| 3933/4250 [19:18<01:14,  4.25it/s]
 93%|█████████▎| 3934/4250 [19:19<01:14,  4.24it/s]
 93%|█████████▎| 3935/4250 [19:19<01:23,  3.76it/s]
 93%|█████████▎| 3936/4250 [19:19<01:16,  4.08it/s]
 93%|█████████▎| 3937/4250 [19:19<01:13,  4.24it/s]
 93%|█████████▎| 3938/4250 [19:19<01:12,  4.30it/s]
 93%|█████████▎| 3939/4250 [19:20<01:12,  4.31it/s]
 93%|█████████▎| 3940/4250 [19:20<01:25,  3.63it/s]
 93%|█████████▎| 3941/4250 [19:20<01:22,  3.74it/s]
 93%|█████████▎| 3942/4250 [19:21<01:16,  4.05it/s]
 93%|█████████▎| 3943/4250 [19:21<01:15,  4.08it/s]
 93%|█████████▎| 3944/4250 [19:21<01:10,  4.35it/s]
 93%|█████████▎| 3945/4250 [19:21<01:07,  4.53it/s]
 93%|█████████▎| 3946/4250 [19:21<01:05,  4.64it/s]
 93%|█████████▎| 3947/4250 [19:22<01:09,  4.36it/s]
 93%|█████████▎| 3948/4250 [19:22<01:05,  4.58it/s]
 93%|█████████▎| 3949/4250 [19:22<01:11,  4.23it/s]
 93%|█████████▎| 3950/4250 [19:22<01:06,  4.52it/s]
 93%|█████████▎| 3951/4250 [19:23<01:07,  4.45it/s]
 93%|█████████▎| 3952/4250 [19:23<01:30,  3.28it/s]
 93%|█████████▎| 3953/4250 [19:23<01:27,  3.41it/s]
 93%|█████████▎| 3954/4250 [19:23<01:18,  3.78it/s]
 93%|█████████▎| 3955/4250 [19:24<01:24,  3.50it/s]
 93%|█████████▎| 3956/4250 [19:24<01:25,  3.44it/s]
 93%|█████████▎| 3957/4250 [19:24<01:28,  3.31it/s]
 93%|█████████▎| 3958/4250 [19:25<01:22,  3.55it/s]
 93%|█████████▎| 3959/4250 [19:25<01:22,  3.51it/s]
 93%|█████████▎| 3960/4250 [19:25<01:17,  3.75it/s]
 93%|█████████▎| 3961/4250 [19:26<01:23,  3.46it/s]
 93%|█████████▎| 3962/4250 [19:26<01:17,  3.73it/s]
 93%|█████████▎| 3963/4250 [19:26<01:11,  4.03it/s]
 93%|█████████▎| 3964/4250 [19:26<01:13,  3.87it/s]
 93%|█████████▎| 3965/4250 [19:26<01:11,  3.99it/s]
 93%|█████████▎| 3966/4250 [19:27<01:08,  4.15it/s]
 93%|█████████▎| 3967/4250 [19:27<01:25,  3.32it/s]
 93%|█████████▎| 3968/4250 [19:27<01:14,  3.80it/s]
 93%|█████████▎| 3969/4250 [19:28<01:13,  3.82it/s]
 93%|█████████▎| 3970/4250 [19:28<01:11,  3.90it/s]
 93%|█████████���| 3971/4250 [19:28<01:10,  3.96it/s]
 93%|█████████▎| 3972/4250 [19:28<01:06,  4.15it/s]
 93%|█████████▎| 3973/4250 [19:29<01:08,  4.06it/s]
 94%|█████████▎| 3974/4250 [19:29<01:03,  4.33it/s]
 94%|█████████▎| 3975/4250 [19:29<01:01,  4.45it/s]
 94%|█████████▎| 3976/4250 [19:29<01:01,  4.43it/s]
 94%|█████████▎| 3977/4250 [19:29<01:08,  3.96it/s]
 94%|█████████▎| 3978/4250 [19:30<01:11,  3.81it/s]
 94%|█████████▎| 3979/4250 [19:30<01:06,  4.10it/s]
 94%|█████████▎| 3980/4250 [19:30<01:04,  4.20it/s]
 94%|█████████▎| 3981/4250 [19:30<01:07,  4.00it/s]
 94%|█████████▎| 3982/4250 [19:31<01:02,  4.26it/s]
 94%|█████████▎| 3983/4250 [19:31<01:00,  4.41it/s]
 94%|█████████▎| 3984/4250 [19:31<00:58,  4.54it/s]
 94%|█████████▍| 3985/4250 [19:31<01:01,  4.28it/s]
 94%|█████████▍| 3986/4250 [19:32<01:05,  4.02it/s]
 94%|█████████▍| 3987/4250 [19:32<01:06,  3.95it/s]
 94%|█████████▍| 3988/4250 [19:32<01:03,  4.12it/s]
 94%|█████████▍| 3989/4250 [19:33<01:15,  3.44it/s]
 94%|█████████▍| 3990/4250 [19:33<01:14,  3.50it/s]
 94%|█████████▍| 3991/4250 [19:33<01:11,  3.61it/s]
 94%|█████████▍| 3992/4250 [19:33<01:13,  3.50it/s]
 94%|█████████▍| 3993/4250 [19:34<01:04,  4.02it/s]
 94%|█████████▍| 3994/4250 [19:34<01:39,  2.58it/s]
 94%|█████████▍| 3995/4250 [19:34<01:28,  2.88it/s]
 94%|█████████▍| 3996/4250 [19:35<01:23,  3.04it/s]
 94%|█████████▍| 3997/4250 [19:35<01:18,  3.24it/s]
 94%|█████████▍| 3998/4250 [19:35<01:10,  3.58it/s]
 94%|█████████▍| 3999/4250 [19:35<01:07,  3.70it/s]
 94%|█████████▍| 4000/4250 [19:36<01:03,  3.97it/s]
                                                   
 94%|█████████▍| 4000/4250 [19:36<01:03,  3.97it/s]
 94%|█████████▍| 4001/4250 [19:36<01:02,  4.00it/s]
 94%|█████████▍| 4002/4250 [19:36<01:04,  3.86it/s]
 94%|█████████▍| 4003/4250 [19:36<01:05,  3.80it/s]
 94%|█████████▍| 4004/4250 [19:37<01:02,  3.95it/s]
 94%|█████████▍| 4005/4250 [19:37<01:02,  3.92it/s]
 94%|█████████▍| 4006/4250 [19:37<01:16,  3.17it/s]
 94%|█████████▍| 4007/4250 [19:38<01:08,  3.53it/s]
 94%|█████████▍| 4008/4250 [19:38<01:02,  3.84it/s]
 94%|█████████▍| 4009/4250 [19:38<01:02,  3.87it/s]
 94%|█████████▍| 4010/4250 [19:38<00:59,  4.02it/s]
 94%|█████████▍| 4011/4250 [19:39<01:05,  3.65it/s]
 94%|█████████▍| 4012/4250 [19:39<01:06,  3.56it/s]
 94%|█████████▍| 4013/4250 [19:39<01:02,  3.81it/s]
 94%|█████████▍| 4014/4250 [19:39<00:58,  4.00it/s]
 94%|█████████▍| 4015/4250 [19:40<00:54,  4.27it/s]
 94%|█████████▍| 4016/4250 [19:40<00:52,  4.45it/s]
 95%|█████████▍| 4017/4250 [19:40<00:50,  4.62it/s]
 95%|█████████▍| 4018/4250 [19:40<00:54,  4.29it/s]
 95%|█████████▍| 4019/4250 [19:40<00:51,  4.47it/s]
 95%|█████████▍| 4020/4250 [19:41<00:50,  4.58it/s]
 95%|█████████▍| 4021/4250 [19:41<00:56,  4.03it/s]
 95%|█████████▍| 4022/4250 [19:41<00:58,  3.87it/s]
 95%|█████████▍| 4023/4250 [19:41<00:55,  4.07it/s]
 95%|█████████▍| 4024/4250 [19:42<00:55,  4.07it/s]
 95%|█████████▍| 4025/4250 [19:42<00:50,  4.49it/s]
 95%|█████████▍| 4026/4250 [19:42<00:57,  3.87it/s]
 95%|█████████▍| 4027/4250 [19:42<00:54,  4.06it/s]
 95%|█████████▍| 4028/4250 [19:43<00:59,  3.74it/s]
 95%|█████████▍| 4029/4250 [19:43<00:55,  3.97it/s]
 95%|█████████▍| 4030/4250 [19:43<00:57,  3.82it/s]
 95%|█████████▍| 4031/4250 [19:44<00:57,  3.83it/s]
 95%|█████████▍| 4032/4250 [19:44<00:56,  3.85it/s]
 95%|█████████▍| 4033/4250 [19:44<00:56,  3.82it/s]
 95%|█████████▍| 4034/4250 [19:44<00:53,  4.07it/s]
 95%|█████████▍| 4035/4250 [19:45<00:53,  4.01it/s]
 95%|█████████▍| 4036/4250 [19:45<00:56,  3.78it/s]
 95%|█████████▍| 4037/4250 [19:45<00:55,  3.87it/s]
 95%|█████████▌| 4038/4250 [19:45<01:00,  3.49it/s]
 95%|█████████▌| 4039/4250 [19:46<00:59,  3.53it/s]
 95%|█████████▌| 4040/4250 [19:46<00:57,  3.67it/s]
 95%|█████████▌| 4041/4250 [19:46<01:00,  3.47it/s]
 95%|█████████▌| 4042/4250 [19:47<00:57,  3.65it/s]
 95%|█████████▌| 4043/4250 [19:47<00:54,  3.81it/s]
 95%|█████████▌| 4044/4250 [19:47<00:57,  3.57it/s]
 95%|█████████▌| 4045/4250 [19:47<00:55,  3.69it/s]
 95%|█████████▌| 4046/4250 [19:47<00:48,  4.21it/s]
 95%|█████████▌| 4047/4250 [19:48<00:49,  4.10it/s]
 95%|█████████▌| 4048/4250 [19:48<00:49,  4.06it/s]
 95%|█████████▌| 4049/4250 [19:48<00:52,  3.84it/s]
 95%|█████████▌| 4050/4250 [19:49<00:55,  3.59it/s]
 95%|█████████▌| 4051/4250 [19:49<00:51,  3.88it/s]
 95%|█████████▌| 4052/4250 [19:49<00:48,  4.07it/s]
 95%|█████████▌| 4053/4250 [19:49<00:46,  4.26it/s]
 95%|█████████▌| 4054/4250 [19:50<01:09,  2.82it/s]
 95%|█████████▌| 4055/4250 [19:50<01:03,  3.09it/s]
 95%|█████████▌| 4056/4250 [19:50<00:56,  3.43it/s]
 95%|█████████▌| 4057/4250 [19:51<00:53,  3.62it/s]
 95%|█████████▌| 4058/4250 [19:51<00:54,  3.55it/s]
 96%|█████████▌| 4059/4250 [19:51<00:50,  3.77it/s]
 96%|█████████▌| 4060/4250 [19:51<00:49,  3.83it/s]
 96%|█████████▌| 4061/4250 [19:52<00:47,  3.99it/s]
 96%|█████████▌| 4062/4250 [19:52<00:58,  3.24it/s]
 96%|█████████▌| 4063/4250 [19:52<00:51,  3.65it/s]
 96%|█████████▌| 4064/4250 [19:53<00:51,  3.61it/s]
 96%|█████████▌| 4065/4250 [19:53<00:49,  3.72it/s]
 96%|█████████▌| 4066/4250 [19:53<00:47,  3.84it/s]
 96%|█████████▌| 4067/4250 [19:53<00:49,  3.68it/s]
 96%|█████████▌| 4068/4250 [19:53<00:45,  3.96it/s]
 96%|█████████▌| 4069/4250 [19:54<00:43,  4.12it/s]
 96%|█████████▌| 4070/4250 [19:54<00:43,  4.14it/s]
 96%|█████████▌| 4071/4250 [19:54<00:43,  4.08it/s]
 96%|█████████▌| 4072/4250 [19:54<00:41,  4.30it/s]
 96%|█████████▌| 4073/4250 [19:55<00:40,  4.42it/s]
 96%|█████████▌| 4074/4250 [19:55<00:41,  4.20it/s]
 96%|█████████▌| 4075/4250 [19:55<00:39,  4.40it/s]
 96%|█████████▌| 4076/4250 [19:55<00:41,  4.21it/s]
 96%|█████████▌| 4077/4250 [19:56<00:42,  4.03it/s]
 96%|█████████▌| 4078/4250 [19:56<00:41,  4.11it/s]
 96%|█████████▌| 4079/4250 [19:56<00:43,  3.91it/s]
 96%|█████████▌| 4080/4250 [19:56<00:39,  4.29it/s]
 96%|█████████▌| 4081/4250 [19:57<00:41,  4.12it/s]
 96%|█████████▌| 4082/4250 [19:57<00:40,  4.14it/s]
 96%|█████████▌| 4083/4250 [19:57<00:39,  4.21it/s]
 96%|█████████▌| 4084/4250 [19:57<00:38,  4.28it/s]
 96%|█████████▌| 4085/4250 [19:57<00:36,  4.55it/s]
 96%|█████████▌| 4086/4250 [19:58<00:36,  4.45it/s]
 96%|█████████▌| 4087/4250 [19:58<00:35,  4.58it/s]
 96%|█████████▌| 4088/4250 [19:58<00:38,  4.16it/s]
 96%|█████████▌| 4089/4250 [19:59<00:43,  3.73it/s]
 96%|█████████▌| 4090/4250 [19:59<00:50,  3.18it/s]
 96%|█████████▋| 4091/4250 [19:59<00:46,  3.42it/s]
 96%|█████████▋| 4092/4250 [19:59<00:44,  3.54it/s]
 96%|█████████▋| 4093/4250 [20:00<00:50,  3.12it/s]
 96%|█████████▋| 4094/4250 [20:00<00:47,  3.30it/s]
 96%|█████████▋| 4095/4250 [20:00<00:42,  3.64it/s]
 96%|█████████▋| 4096/4250 [20:01<00:39,  3.89it/s]
 96%|█████████▋| 4097/4250 [20:01<00:48,  3.14it/s]
 96%|█████████▋| 4098/4250 [20:01<00:46,  3.25it/s]
 96%|█████████▋| 4099/4250 [20:02<00:42,  3.58it/s]
 96%|█████████▋| 4100/4250 [20:02<00:42,  3.55it/s]
 96%|█████████▋| 4101/4250 [20:02<00:39,  3.73it/s]
 97%|█████████▋| 4102/4250 [20:02<00:36,  4.05it/s]
 97%|█████████▋| 4103/4250 [20:03<00:41,  3.54it/s]
 97%|█████████▋| 4104/4250 [20:03<00:39,  3.73it/s]
 97%|█████████▋| 4105/4250 [20:03<00:35,  4.07it/s]
 97%|█████████▋| 4106/4250 [20:03<00:34,  4.12it/s]
 97%|█████████▋| 4107/4250 [20:04<00:44,  3.22it/s]
 97%|█████████▋| 4108/4250 [20:04<00:39,  3.63it/s]
 97%|█████████▋| 4109/4250 [20:04<00:37,  3.80it/s]
 97%|█████████▋| 4110/4250 [20:04<00:37,  3.78it/s]
 97%|█████████▋| 4111/4250 [20:05<00:37,  3.71it/s]
 97%|█████████▋| 4112/4250 [20:05<00:34,  3.97it/s]
 97%|█████████▋| 4113/4250 [20:05<00:34,  3.97it/s]
 97%|█████████▋| 4114/4250 [20:05<00:34,  3.93it/s]
 97%|█████████▋| 4115/4250 [20:06<00:31,  4.30it/s]
 97%|█████████▋| 4116/4250 [20:06<00:30,  4.35it/s]
 97%|█████████▋| 4117/4250 [20:06<00:32,  4.04it/s]
 97%|█████████▋| 4118/4250 [20:06<00:31,  4.22it/s]
 97%|█████████▋| 4119/4250 [20:07<00:30,  4.34it/s]
 97%|█████████▋| 4120/4250 [20:07<00:31,  4.17it/s]
 97%|█████████▋| 4121/4250 [20:07<00:29,  4.35it/s]
 97%|█████████▋| 4122/4250 [20:07<00:32,  3.91it/s]
 97%|█████████▋| 4123/4250 [20:08<00:29,  4.27it/s]
 97%|█████████▋| 4124/4250 [20:08<00:29,  4.29it/s]
 97%|█████████▋| 4125/4250 [20:08<00:27,  4.56it/s]
 97%|█████████▋| 4126/4250 [20:08<00:27,  4.47it/s]
 97%|█████████▋| 4127/4250 [20:08<00:28,  4.39it/s]
 97%|█████████▋| 4128/4250 [20:09<00:31,  3.90it/s]
 97%|█████████▋| 4129/4250 [20:09<00:30,  3.91it/s]
 97%|█████████▋| 4130/4250 [20:09<00:28,  4.24it/s]
 97%|█████████▋| 4131/4250 [20:09<00:26,  4.54it/s]
 97%|█████████▋| 4132/4250 [20:10<00:28,  4.09it/s]
 97%|█████████▋| 4133/4250 [20:10<00:31,  3.73it/s]
 97%|█████████▋| 4134/4250 [20:10<00:35,  3.24it/s]
 97%|█████████▋| 4135/4250 [20:11<00:39,  2.92it/s]
 97%|█████████▋| 4136/4250 [20:11<00:37,  3.01it/s]
 97%|█████████▋| 4137/4250 [20:11<00:33,  3.37it/s]
 97%|█████████▋| 4138/4250 [20:12<00:29,  3.76it/s]
 97%|█████████▋| 4139/4250 [20:12<00:27,  4.00it/s]
 97%|█████████▋| 4140/4250 [20:12<00:26,  4.14it/s]
 97%|█████████▋| 4141/4250 [20:12<00:25,  4.27it/s]
 97%|█████████▋| 4142/4250 [20:12<00:25,  4.20it/s]
 97%|█████████▋| 4143/4250 [20:13<00:24,  4.28it/s]
 98%|█████████▊| 4144/4250 [20:13<00:36,  2.89it/s]
 98%|█████████▊| 4145/4250 [20:13<00:33,  3.16it/s]
 98%|█████████▊| 4146/4250 [20:14<00:30,  3.43it/s]
 98%|█████████▊| 4147/4250 [20:14<00:35,  2.90it/s]
 98%|█████████▊| 4148/4250 [20:14<00:30,  3.30it/s]
 98%|█████████▊| 4149/4250 [20:15<00:29,  3.43it/s]
 98%|█████████▊| 4150/4250 [20:15<00:29,  3.38it/s]
 98%|█████████▊| 4151/4250 [20:15<00:28,  3.50it/s]
 98%|█████████▊| 4152/4250 [20:15<00:25,  3.82it/s]
 98%|█████████▊| 4153/4250 [20:16<00:24,  4.00it/s]
 98%|█████████▊| 4154/4250 [20:16<00:24,  3.84it/s]
 98%|█████████▊| 4155/4250 [20:16<00:23,  4.09it/s]
 98%|█████████▊| 4156/4250 [20:16<00:22,  4.25it/s]
 98%|█████████▊| 4157/4250 [20:17<00:23,  4.02it/s]
 98%|█████████▊| 4158/4250 [20:17<00:21,  4.34it/s]
 98%|█████████▊| 4159/4250 [20:17<00:20,  4.37it/s]
 98%|█████████▊| 4160/4250 [20:17<00:20,  4.30it/s]
 98%|█████████▊| 4161/4250 [20:18<00:20,  4.39it/s]
 98%|█████████▊| 4162/4250 [20:18<00:20,  4.26it/s]
 98%|█████████▊| 4163/4250 [20:18<00:20,  4.28it/s]
 98%|█████████▊| 4164/4250 [20:18<00:21,  4.08it/s]
 98%|█████████▊| 4165/4250 [20:19<00:22,  3.76it/s]
 98%|█████████▊| 4166/4250 [20:19<00:20,  4.19it/s]
 98%|█████████▊| 4167/4250 [20:19<00:19,  4.35it/s]
 98%|█████████▊| 4168/4250 [20:19<00:19,  4.16it/s]
 98%|█████████▊| 4169/4250 [20:20<00:23,  3.49it/s]
 98%|█████████▊| 4170/4250 [20:20<00:23,  3.38it/s]
 98%|█████████▊| 4171/4250 [20:20<00:21,  3.63it/s]
 98%|█████████▊| 4172/4250 [20:20<00:20,  3.84it/s]
 98%|█████████▊| 4173/4250 [20:21<00:18,  4.17it/s]
 98%|█████████▊| 4174/4250 [20:21<00:17,  4.32it/s]
 98%|█████████▊| 4175/4250 [20:21<00:17,  4.35it/s]
 98%|█████████▊| 4176/4250 [20:21<00:17,  4.24it/s]
 98%|█████████▊| 4177/4250 [20:22<00:18,  3.88it/s]
 98%|█████████▊| 4178/4250 [20:22<00:18,  3.95it/s]
 98%|█████████▊| 4179/4250 [20:22<00:16,  4.26it/s]
 98%|█████████▊| 4180/4250 [20:22<00:16,  4.21it/s]
 98%|█████████▊| 4181/4250 [20:23<00:17,  3.99it/s]
 98%|█████████▊| 4182/4250 [20:23<00:15,  4.30it/s]
 98%|█████████▊| 4183/4250 [20:23<00:15,  4.34it/s]
 98%|█████████▊| 4184/4250 [20:23<00:14,  4.44it/s]
 98%|█████████▊| 4185/4250 [20:23<00:13,  4.67it/s]
 98%|█████████▊| 4186/4250 [20:24<00:14,  4.56it/s]
 99%|█████████▊| 4187/4250 [20:24<00:15,  4.18it/s]
 99%|█████████▊| 4188/4250 [20:24<00:13,  4.44it/s]
 99%|█████████▊| 4189/4250 [20:24<00:15,  4.03it/s]
 99%|█████████▊| 4190/4250 [20:25<00:13,  4.39it/s]
 99%|█████████▊| 4191/4250 [20:25<00:15,  3.88it/s]
 99%|█████████▊| 4192/4250 [20:25<00:14,  3.93it/s]
 99%|█████████▊| 4193/4250 [20:25<00:13,  4.21it/s]
 99%|█████████▊| 4194/4250 [20:26<00:13,  4.20it/s]
 99%|█████████▊| 4195/4250 [20:26<00:12,  4.38it/s]
 99%|█████████▊| 4196/4250 [20:26<00:11,  4.51it/s]
 99%|█████████▉| 4197/4250 [20:26<00:12,  4.32it/s]
 99%|█████████▉| 4198/4250 [20:26<00:12,  4.29it/s]
 99%|█████████▉| 4199/4250 [20:27<00:12,  4.19it/s]
 99%|█████████▉| 4200/4250 [20:27<00:11,  4.21it/s]
 99%|█████████▉| 4201/4250 [20:27<00:10,  4.45it/s]
 99%|█████████▉| 4202/4250 [20:27<00:10,  4.50it/s]
 99%|█████████▉| 4203/4250 [20:28<00:10,  4.40it/s]
 99%|█████████▉| 4204/4250 [20:28<00:10,  4.27it/s]
 99%|█████████▉| 4205/4250 [20:28<00:11,  4.07it/s]
 99%|█████████▉| 4206/4250 [20:28<00:10,  4.14it/s]
 99%|█████████▉| 4207/4250 [20:29<00:10,  4.09it/s]
 99%|█████████▉| 4208/4250 [20:29<00:09,  4.52it/s]
 99%|█████████▉| 4209/4250 [20:29<00:09,  4.23it/s]
 99%|█████████▉| 4210/4250 [20:29<00:11,  3.42it/s]
 99%|█████████▉| 4211/4250 [20:30<00:11,  3.50it/s]
 99%|█████████▉| 4212/4250 [20:30<00:09,  3.82it/s]
 99%|█████████▉| 4213/4250 [20:30<00:09,  3.96it/s]
 99%|█████████▉| 4214/4250 [20:30<00:08,  4.20it/s]
 99%|█████████▉| 4215/4250 [20:31<00:08,  4.32it/s]
 99%|█████████▉| 4216/4250 [20:31<00:07,  4.45it/s]
 99%|█████████▉| 4217/4250 [20:31<00:08,  4.03it/s]
 99%|█████████▉| 4218/4250 [20:31<00:08,  3.98it/s]
 99%|█████████▉| 4219/4250 [20:32<00:07,  3.99it/s]
 99%|█████████▉| 4220/4250 [20:32<00:07,  4.00it/s]
 99%|█████████▉| 4221/4250 [20:32<00:06,  4.24it/s]
 99%|█████████▉| 4222/4250 [20:32<00:06,  4.02it/s]
 99%|█████████▉| 4223/4250 [20:33<00:06,  4.22it/s]
 99%|█████████▉| 4224/4250 [20:33<00:06,  3.88it/s]
 99%|█████████▉| 4225/4250 [20:33<00:06,  3.87it/s]
 99%|█████████▉| 4226/4250 [20:34<00:08,  2.97it/s]
 99%|█████████▉| 4227/4250 [20:34<00:07,  3.09it/s]
 99%|█████████▉| 4228/4250 [20:34<00:06,  3.24it/s]
+[INFO|configuration_utils.py:472] 2024-08-30 22:15:28,183 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 22:15:29,516 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 22:15:29,517 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 22:15:29,517 >> 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 22:15:31,450 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 22:15:31,450 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:805] 2024-08-30 22:15:31,464 >> The following columns in the evaluation set don't have a corresponding argument in `BertForTokenClassification.forward` and have been ignored: id, tokens, ner_tags. If id, tokens, ner_tags are not expected by `BertForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3788] 2024-08-30 22:15:31,467 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3790] 2024-08-30 22:15:31,467 >>   Num examples = 6798
+[INFO|trainer.py:3793] 2024-08-30 22:15:31,467 >>   Batch size = 8
+{'eval_loss': 0.00656876852735877, 'eval_precision': 0.9255014326647565, 'eval_recall': 0.9380445304937076, 'eval_f1': 0.9317307692307693, 'eval_accuracy': 0.9987276032199429, 'eval_runtime': 14.5715, 'eval_samples_per_second': 466.526, 'eval_steps_per_second': 58.333, 'epoch': 9.0}
+{'loss': 0.0001, 'grad_norm': 0.00026785818045027554, 'learning_rate': 2.9411764705882355e-06, 'epoch': 9.41}
+
+
  0%|          | 0/850 [00:00<?, ?it/s]
+
  1%|          | 9/850 [00:00<00:09, 86.56it/s]
+
  2%|▏         | 18/850 [00:00<00:11, 75.34it/s]
+
  3%|▎         | 27/850 [00:00<00:10, 78.64it/s]
+
  4%|▍         | 37/850 [00:00<00:09, 83.33it/s]
+
  5%|▌         | 46/850 [00:00<00:09, 84.85it/s]
+
  6%|▋         | 55/850 [00:00<00:10, 78.12it/s]
+
  8%|▊         | 64/850 [00:00<00:09, 78.79it/s]
+
  8%|▊         | 72/850 [00:00<00:10, 75.59it/s]
+
  9%|▉         | 80/850 [00:01<00:10, 75.57it/s]
+
 10%|█         | 89/850 [00:01<00:09, 78.99it/s]
+
 12%|█▏        | 98/850 [00:01<00:09, 80.56it/s]
+
 13%|█▎        | 108/850 [00:01<00:08, 84.17it/s]
+
 14%|█▍        | 117/850 [00:01<00:08, 84.08it/s]
+
 15%|█▍        | 127/850 [00:01<00:08, 85.99it/s]
+
 16%|█▌        | 136/850 [00:01<00:08, 85.08it/s]
+
 17%|█▋        | 145/850 [00:01<00:08, 81.32it/s]
+
 18%|█▊        | 154/850 [00:01<00:08, 82.33it/s]
+
 19%|█▉        | 164/850 [00:02<00:08, 84.38it/s]
+
 20%|██        | 174/850 [00:02<00:07, 86.44it/s]
+
 22%|██▏       | 183/850 [00:02<00:07, 85.20it/s]
+
 23%|██▎       | 192/850 [00:02<00:07, 83.89it/s]
+
 24%|██▎       | 201/850 [00:02<00:07, 85.45it/s]
+
 25%|██▍       | 210/850 [00:02<00:07, 84.76it/s]
+
 26%|██▌       | 219/850 [00:02<00:07, 83.04it/s]
+
 27%|██▋       | 228/850 [00:02<00:07, 84.85it/s]
+
 28%|██▊       | 237/850 [00:02<00:07, 86.29it/s]
+
 29%|██▉       | 246/850 [00:02<00:07, 84.48it/s]
+
 30%|███       | 256/850 [00:03<00:06, 88.10it/s]
+
 31%|███       | 265/850 [00:03<00:06, 87.98it/s]
+
 32%|███▏      | 275/850 [00:03<00:06, 88.23it/s]
+
 33%|███▎      | 284/850 [00:03<00:06, 87.75it/s]
+
 35%|███▍      | 294/850 [00:03<00:06, 88.42it/s]
+
 36%|███▌      | 303/850 [00:03<00:06, 84.79it/s]
+
 37%|███▋      | 313/850 [00:03<00:06, 87.30it/s]
+
 38%|███▊      | 322/850 [00:03<00:06, 87.48it/s]
+
 39%|███▉      | 331/850 [00:03<00:05, 87.20it/s]
+
 40%|████      | 340/850 [00:04<00:06, 84.58it/s]
+
 41%|████      | 349/850 [00:04<00:05, 84.64it/s]
+
 42%|████▏     | 358/850 [00:04<00:05, 83.33it/s]
+
 43%|████▎     | 367/850 [00:04<00:05, 82.84it/s]
+
 44%|████▍     | 376/850 [00:04<00:05, 81.12it/s]
+
 45%|████▌     | 385/850 [00:04<00:05, 79.51it/s]
+
 46%|████▌     | 393/850 [00:04<00:05, 78.93it/s]
+
 47%|████▋     | 402/850 [00:04<00:05, 78.54it/s]
+
 48%|████▊     | 411/850 [00:04<00:05, 81.07it/s]
+
 50%|████▉     | 421/850 [00:05<00:05, 84.97it/s]
+
 51%|█████     | 431/850 [00:05<00:04, 86.70it/s]
+
 52%|█████▏    | 440/850 [00:05<00:04, 84.17it/s]
+
 53%|█████▎    | 449/850 [00:05<00:04, 81.06it/s]
+
 54%|█████▍    | 459/850 [00:05<00:04, 84.49it/s]
+
 55%|█████▌    | 469/850 [00:05<00:04, 87.82it/s]
+
 56%|█████▋    | 479/850 [00:05<00:04, 88.92it/s]
+
 57%|█████▋    | 488/850 [00:05<00:04, 86.47it/s]
+
 58%|█████▊    | 497/850 [00:05<00:04, 86.77it/s]
+
 60%|█████▉    | 506/850 [00:06<00:03, 87.33it/s]
+
 61%|██████    | 515/850 [00:06<00:04, 82.74it/s]
+
 62%|██████▏   | 524/850 [00:06<00:04, 80.97it/s]
+
 63%|██████▎   | 533/850 [00:06<00:04, 78.44it/s]
+
 64%|██████▎   | 541/850 [00:06<00:04, 74.57it/s]
+
 65%|██████▍   | 549/850 [00:06<00:04, 73.43it/s]
+
 66%|██████▌   | 557/850 [00:06<00:03, 73.81it/s]
+
 66%|██████▋   | 565/850 [00:06<00:04, 70.76it/s]
+
 68%|██████▊   | 574/850 [00:06<00:03, 74.18it/s]
+
 69%|██████▊   | 583/850 [00:07<00:03, 76.25it/s]
+
 70%|██████▉   | 592/850 [00:07<00:03, 78.31it/s]
+
 71%|███████   | 600/850 [00:07<00:03, 77.40it/s]
+
 72%|███████▏  | 609/850 [00:07<00:03, 80.14it/s]
+
 73%|███████▎  | 618/850 [00:07<00:02, 81.67it/s]
+
 74%|███████▍  | 627/850 [00:07<00:02, 81.98it/s]
+
 75%|███████▍  | 636/850 [00:07<00:02, 82.66it/s]
+
 76%|███████▌  | 645/850 [00:07<00:02, 84.35it/s]
+
 77%|███████▋  | 655/850 [00:07<00:02, 86.74it/s]
+
 78%|███████▊  | 664/850 [00:08<00:02, 84.79it/s]
+
 79%|███████▉  | 673/850 [00:08<00:02, 84.53it/s]
+
 80%|████████  | 682/850 [00:08<00:01, 85.12it/s]
+
 81%|████████▏ | 691/850 [00:08<00:01, 82.87it/s]
+
 82%|████████▏ | 700/850 [00:08<00:01, 83.42it/s]
+
 83%|████████▎ | 709/850 [00:08<00:01, 80.70it/s]
+
 84%|████████▍ | 718/850 [00:08<00:01, 81.37it/s]
+
 86%|████████▌ | 727/850 [00:08<00:01, 78.35it/s]
+
 87%|████████▋ | 736/850 [00:08<00:01, 80.41it/s]
+
 88%|████████▊ | 745/850 [00:09<00:01, 78.36it/s]
+
 89%|████████▊ | 753/850 [00:09<00:01, 78.26it/s]
+
 90%|████████▉ | 761/850 [00:09<00:01, 78.71it/s]
+
 91%|█████████ | 770/850 [00:09<00:01, 79.34it/s]
+
 92%|█████████▏| 778/850 [00:09<00:00, 78.81it/s]
+
 92%|█████████▏| 786/850 [00:09<00:00, 74.87it/s]
+
 94%|█████████▎| 796/850 [00:09<00:00, 79.79it/s]
+
 95%|█████████▍| 805/850 [00:09<00:00, 80.54it/s]
+
 96%|█████████▌| 814/850 [00:09<00:00, 80.95it/s]
+
 97%|█████████▋| 824/850 [00:10<00:00, 84.35it/s]
+
 98%|█████████▊| 833/850 [00:10<00:00, 83.38it/s]
+
 99%|█████████▉| 842/850 [00:10<00:00, 83.51it/s]
                                                   
+
                                                 
+
+
                                                 [INFO|trainer.py:3478] 2024-08-30 22:15:45,813 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4250
+[INFO|configuration_utils.py:472] 2024-08-30 22:15:45,815 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 22:15:46,986 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 22:15:46,989 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 22:15:46,990 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/special_tokens_map.json
+[INFO|trainer.py:2383] 2024-08-30 22:15:49,389 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+[INFO|trainer.py:2621] 2024-08-30 22:15:49,390 >> Loading best model from /content/dissertation/scripts/ner/output/checkpoint-4250 (score: 0.936867469879518).
+
                                                   
+[INFO|trainer.py:4239] 2024-08-30 22:15:49,547 >> Waiting for the current checkpoint push to be finished, this might take a couple of minutes.