Training in progress, epoch 9

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:703ee1bcf47ee92ab75902a3cdc06782b658c9357d986780daea02cf938bd478
+oid sha256:330e96edeac6225449c5591541d607c0e092e4936d47f3ad60c87e78453fc12e
 size 496244100

tb/events.out.tfevents.1725049548.6b97e535edda.20735.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3264005bdf9414cb231703bbebb90528b9b29ec9b2421bd7a1f0698eed83efbb
-size 10840
+oid sha256:1342923497305415fbad0344b56c8f0bde91efd2f3828fdedebab38b1b40be32
+size 11051

train.log

@@ -1362,4 +1362,137 @@ 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 20:43:48,428 >> 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 20:43:50,869 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 20:43:50,869 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
-
 90%|█████████ | 3830/4250 [18:02<40:12,  5.74s/it]
 90%|█████████ | 3831/4250 [18:02<28:31,  4.08s/it]
 90%|█████████ | 3832/4250 [18:02<20:17,  2.91s/it]
 90%|█████████ | 3833/4250 [18:02<14:41,  2.11s/it]
 90%|█████████ | 3834/4250 [18:03<10:39,  1.54s/it]
 90%|█████████ | 3835/4250 [18:03<08:04,  1.17s/it]
 90%|█████████ | 3836/4250 [18:03<06:02,  1.14it/s]
 90%|█████████ | 3837/4250 [18:03<04:54,  1.40it/s]
 90%|█████████ | 3838/4250 [18:04<03:47,  1.81it/s]
 90%|█████████ | 3839/4250 [18:04<03:39,  1.87it/s]
 90%|█████████ | 3840/4250 [18:04<02:53,  2.36it/s]
 90%|█████████ | 3841/4250 [18:05<02:27,  2.77it/s]
 90%|█████████ | 3842/4250 [18:05<02:22,  2.86it/s]
 90%|█████████ | 3843/4250 [18:05<02:01,  3.34it/s]
 90%|█████████ | 3844/4250 [18:05<02:03,  3.28it/s]
 90%|█████████ | 3845/4250 [18:06<01:49,  3.71it/s]
 90%|█████████ | 3846/4250 [18:06<01:41,  3.97it/s]
 91%|█████████ | 3847/4250 [18:06<01:36,  4.17it/s]
 91%|█████████ | 3848/4250 [18:06<01:27,  4.58it/s]
 91%|█████████ | 3849/4250 [18:06<01:22,  4.87it/s]
 91%|█████████ | 3850/4250 [18:07<01:37,  4.11it/s]
 91%|█████████ | 3851/4250 [18:07<01:36,  4.15it/s]
 91%|█████████ | 3852/4250 [18:07<01:28,  4.52it/s]
 91%|█████████ | 3853/4250 [18:07<01:23,  4.75it/s]
 91%|█████████ | 3854/4250 [18:07<01:30,  4.39it/s]
 91%|█████████ | 3855/4250 [18:08<01:26,  4.56it/s]
 91%|█████████ | 3856/4250 [18:08<01:28,  4.43it/s]
 91%|█████████ | 3857/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3858/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3859/4250 [18:09<01:56,  3.36it/s]
 91%|█████████ | 3860/4250 [18:09<01:49,  3.57it/s]
 91%|█████████ | 3861/4250 [18:09<01:50,  3.52it/s]
 91%|█████████ | 3862/4250 [18:10<01:38,  3.94it/s]
 91%|█████████ | 3863/4250 [18:10<01:46,  3.62it/s]
 91%|█████████ | 3864/4250 [18:10<01:46,  3.63it/s]
 91%|█████████ | 3865/4250 [18:10<01:46,  3.60it/s]
 91%|█████████ | 3866/4250 [18:11<01:40,  3.83it/s]
 91%|█████████ | 3867/4250 [18:11<01:34,  4.07it/s]
 91%|█████████ | 3868/4250 [18:11<01:34,  4.06it/s]
 91%|█████████ | 3869/4250 [18:11<01:32,  4.14it/s]
 91%|█████████ | 3870/4250 [18:12<01:30,  4.18it/s]
 91%|█████████ | 3871/4250 [18:12<01:33,  4.06it/s]
 91%|█████████ | 3872/4250 [18:12<01:28,  4.29it/s]
 91%|█████████ | 3873/4250 [18:12<01:20,  4.70it/s]
 91%|█████████ | 3874/4250 [18:13<01:35,  3.95it/s]
 91%|█████████ | 3875/4250 [18:13<01:29,  4.19it/s]
 91%|█████████ | 3876/4250 [18:13<01:22,  4.54it/s]
 91%|█████████ | 3877/4250 [18:13<01:14,  4.98it/s]
 91%|█████████ | 3878/4250 [18:13<01:26,  4.31it/s]
 91%|█████████▏| 3879/4250 [18:14<01:21,  4.58it/s]
 91%|█████████▏| 3880/4250 [18:14<01:22,  4.46it/s]
 91%|█████████▏| 3881/4250 [18:14<01:17,  4.78it/s]
 91%|█████████▏| 3882/4250 [18:14<01:24,  4.36it/s]
 91%|█████████▏| 3883/4250 [18:15<01:51,  3.30it/s]
 91%|█████████▏| 3884/4250 [18:15<01:50,  3.30it/s]
 91%|█████████▏| 3885/4250 [18:15<01:49,  3.33it/s]
 91%|█████████▏| 3886/4250 [18:16<01:36,  3.77it/s]
 91%|█████████▏| 3887/4250 [18:16<01:30,  4.03it/s]
 91%|█████████▏| 3888/4250 [18:16<01:26,  4.16it/s]
 92%|█████████▏| 3889/4250 [18:16<01:24,  4.28it/s]
+
 90%|█████████ | 3830/4250 [18:02<40:12,  5.74s/it]
 90%|█████████ | 3831/4250 [18:02<28:31,  4.08s/it]
 90%|█████████ | 3832/4250 [18:02<20:17,  2.91s/it]
 90%|█████████ | 3833/4250 [18:02<14:41,  2.11s/it]
 90%|█████████ | 3834/4250 [18:03<10:39,  1.54s/it]
 90%|█████████ | 3835/4250 [18:03<08:04,  1.17s/it]
 90%|█████████ | 3836/4250 [18:03<06:02,  1.14it/s]
 90%|█████████ | 3837/4250 [18:03<04:54,  1.40it/s]
 90%|█████████ | 3838/4250 [18:04<03:47,  1.81it/s]
 90%|█████████ | 3839/4250 [18:04<03:39,  1.87it/s]
 90%|█████████ | 3840/4250 [18:04<02:53,  2.36it/s]
 90%|█████████ | 3841/4250 [18:05<02:27,  2.77it/s]
 90%|█████████ | 3842/4250 [18:05<02:22,  2.86it/s]
 90%|█████████ | 3843/4250 [18:05<02:01,  3.34it/s]
 90%|█████████ | 3844/4250 [18:05<02:03,  3.28it/s]
 90%|█████████ | 3845/4250 [18:06<01:49,  3.71it/s]
 90%|█████████ | 3846/4250 [18:06<01:41,  3.97it/s]
 91%|█████████ | 3847/4250 [18:06<01:36,  4.17it/s]
 91%|█████████ | 3848/4250 [18:06<01:27,  4.58it/s]
 91%|█████████ | 3849/4250 [18:06<01:22,  4.87it/s]
 91%|█████████ | 3850/4250 [18:07<01:37,  4.11it/s]
 91%|█████████ | 3851/4250 [18:07<01:36,  4.15it/s]
 91%|█████████ | 3852/4250 [18:07<01:28,  4.52it/s]
 91%|█████████ | 3853/4250 [18:07<01:23,  4.75it/s]
 91%|█████████ | 3854/4250 [18:07<01:30,  4.39it/s]
 91%|█████████ | 3855/4250 [18:08<01:26,  4.56it/s]
 91%|█████████ | 3856/4250 [18:08<01:28,  4.43it/s]
 91%|█████████ | 3857/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3858/4250 [18:08<01:31,  4.29it/s]
 91%|█████████ | 3859/4250 [18:09<01:56,  3.36it/s]
 91%|█████████ | 3860/4250 [18:09<01:49,  3.57it/s]
 91%|█████████ | 3861/4250 [18:09<01:50,  3.52it/s]
 91%|█████████ | 3862/4250 [18:10<01:38,  3.94it/s]
 91%|█████████ | 3863/4250 [18:10<01:46,  3.62it/s]
 91%|█████████ | 3864/4250 [18:10<01:46,  3.63it/s]
 91%|█████████ | 3865/4250 [18:10<01:46,  3.60it/s]
 91%|█████████ | 3866/4250 [18:11<01:40,  3.83it/s]
 91%|█████████ | 3867/4250 [18:11<01:34,  4.07it/s]
 91%|█████████ | 3868/4250 [18:11<01:34,  4.06it/s]
 91%|█████████ | 3869/4250 [18:11<01:32,  4.14it/s]
 91%|█████████ | 3870/4250 [18:12<01:30,  4.18it/s]
 91%|█████████ | 3871/4250 [18:12<01:33,  4.06it/s]
 91%|█████████ | 3872/4250 [18:12<01:28,  4.29it/s]
 91%|█████████ | 3873/4250 [18:12<01:20,  4.70it/s]
 91%|█████████ | 3874/4250 [18:13<01:35,  3.95it/s]
 91%|█████████ | 3875/4250 [18:13<01:29,  4.19it/s]
 91%|█████████ | 3876/4250 [18:13<01:22,  4.54it/s]
 91%|█████████ | 3877/4250 [18:13<01:14,  4.98it/s]
 91%|█████████ | 3878/4250 [18:13<01:26,  4.31it/s]
 91%|█████████▏| 3879/4250 [18:14<01:21,  4.58it/s]
 91%|█████████▏| 3880/4250 [18:14<01:22,  4.46it/s]
 91%|█████████▏| 3881/4250 [18:14<01:17,  4.78it/s]
 91%|█████████▏| 3882/4250 [18:14<01:24,  4.36it/s]
 91%|█████████▏| 3883/4250 [18:15<01:51,  3.30it/s]
 91%|█████████▏| 3884/4250 [18:15<01:50,  3.30it/s]
 91%|█████████▏| 3885/4250 [18:15<01:49,  3.33it/s]
 91%|█████████▏| 3886/4250 [18:16<01:36,  3.77it/s]
 91%|█████████▏| 3887/4250 [18:16<01:30,  4.03it/s]
 91%|█████████▏| 3888/4250 [18:16<01:26,  4.16it/s]
 92%|█████████▏| 3889/4250 [18:16<01:24,  4.28it/s]
 92%|█████████▏| 3890/4250 [18:16<01:22,  4.38it/s]
 92%|█████████▏| 3891/4250 [18:17<01:16,  4.70it/s]
 92%|█████████▏| 3892/4250 [18:17<01:12,  4.93it/s]
 92%|█████████▏| 3893/4250 [18:17<01:09,  5.14it/s]
 92%|█████████▏| 3894/4250 [18:17<01:15,  4.69it/s]
 92%|█████████▏| 3895/4250 [18:17<01:20,  4.38it/s]
 92%|█████████▏| 3896/4250 [18:18<01:16,  4.66it/s]
 92%|█████████▏| 3897/4250 [18:18<01:13,  4.81it/s]
 92%|█████████▏| 3898/4250 [18:18<01:18,  4.48it/s]
 92%|█████████▏| 3899/4250 [18:18<01:18,  4.50it/s]
 92%|█████████▏| 3900/4250 [18:19<01:28,  3.94it/s]
 92%|█████████▏| 3901/4250 [18:19<01:25,  4.06it/s]
 92%|█████████▏| 3902/4250 [18:19<01:15,  4.59it/s]
 92%|█████████▏| 3903/4250 [18:19<01:14,  4.67it/s]
 92%|█████████▏| 3904/4250 [18:19<01:11,  4.86it/s]
 92%|█████████▏| 3905/4250 [18:20<01:28,  3.89it/s]
 92%|█���███████▏| 3906/4250 [18:20<01:24,  4.06it/s]
 92%|█████████▏| 3907/4250 [18:20<01:34,  3.64it/s]
 92%|█████████▏| 3908/4250 [18:21<01:28,  3.87it/s]
 92%|█████████▏| 3909/4250 [18:21<01:21,  4.17it/s]
 92%|█████████▏| 3910/4250 [18:21<01:24,  4.04it/s]
 92%|█████████▏| 3911/4250 [18:21<01:16,  4.43it/s]
 92%|█████████▏| 3912/4250 [18:21<01:11,  4.75it/s]
 92%|█████████▏| 3913/4250 [18:22<01:11,  4.73it/s]
 92%|█████████▏| 3914/4250 [18:22<01:12,  4.66it/s]
 92%|█████████▏| 3915/4250 [18:22<01:17,  4.31it/s]
 92%|█████████▏| 3916/4250 [18:22<01:18,  4.28it/s]
 92%|█████████▏| 3917/4250 [18:23<01:16,  4.36it/s]
 92%|█████████▏| 3918/4250 [18:23<01:15,  4.43it/s]
 92%|█████████▏| 3919/4250 [18:23<01:33,  3.56it/s]
 92%|█████████▏| 3920/4250 [18:23<01:24,  3.91it/s]
 92%|█████████▏| 3921/4250 [18:24<01:17,  4.25it/s]
 92%|█████████▏| 3922/4250 [18:24<01:27,  3.76it/s]
 92%|█████████▏| 3923/4250 [18:24<01:25,  3.80it/s]
 92%|█████████▏| 3924/4250 [18:24<01:27,  3.72it/s]
 92%|█████████▏| 3925/4250 [18:25<01:23,  3.89it/s]
 92%|█████████▏| 3926/4250 [18:25<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 [18:26<01:10,  4.57it/s]
 92%|█████████▏| 3931/4250 [18:26<01:09,  4.57it/s]
 93%|█████████▎| 3932/4250 [18:26<01:11,  4.47it/s]
 93%|█████████▎| 3933/4250 [18:26<01:09,  4.54it/s]
 93%|█████████▎| 3934/4250 [18:27<01:08,  4.61it/s]
 93%|█████████▎| 3935/4250 [18:27<01:05,  4.81it/s]
 93%|█████████▎| 3936/4250 [18:27<01:13,  4.28it/s]
 93%|█████████▎| 3937/4250 [18:27<01:07,  4.61it/s]
 93%|█████████▎| 3938/4250 [18:27<01:04,  4.84it/s]
 93%|█████████▎| 3939/4250 [18:28<01:09,  4.47it/s]
 93%|█████████▎| 3940/4250 [18:28<01:06,  4.69it/s]
 93%|█████████▎| 3941/4250 [18:29<01:48,  2.86it/s]
 93%|█████████▎| 3942/4250 [18:29<01:39,  3.09it/s]
 93%|█████████▎| 3943/4250 [18:29<01:34,  3.26it/s]
 93%|█████████▎| 3944/4250 [18:29<01:20,  3.79it/s]
 93%|█████████▎| 3945/4250 [18:29<01:13,  4.13it/s]
 93%|█████████▎| 3946/4250 [18:30<01:21,  3.73it/s]
 93%|█████████▎| 3947/4250 [18:30<01:17,  3.93it/s]
 93%|█████████▎| 3948/4250 [18:30<01:13,  4.11it/s]
 93%|█████████▎| 3949/4250 [18:30<01:09,  4.33it/s]
 93%|█████████▎| 3950/4250 [18:31<01:08,  4.40it/s]
 93%|█████████▎| 3951/4250 [18:31<01:07,  4.41it/s]
 93%|█████████▎| 3952/4250 [18:31<01:03,  4.73it/s]
 93%|█████████▎| 3953/4250 [18:31<01:04,  4.60it/s]
 93%|█████████▎| 3954/4250 [18:31<01:06,  4.43it/s]
 93%|█████████▎| 3955/4250 [18:32<01:01,  4.78it/s]
 93%|█████████▎| 3956/4250 [18:32<01:16,  3.82it/s]
 93%|█████████▎| 3957/4250 [18:32<01:12,  4.03it/s]
 93%|█████████▎| 3958/4250 [18:32<01:11,  4.10it/s]
 93%|█████████▎| 3959/4250 [18:33<01:05,  4.44it/s]
 93%|█████████▎| 3960/4250 [18:33<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<01:01,  4.63it/s]
 93%|█████████▎| 3964/4250 [18:34<01:01,  4.66it/s]
 93%|█████████▎| 3965/4250 [18:34<00:59,  4.82it/s]
 93%|█████████▎| 3966/4250 [18:34<00:57,  4.93it/s]
 93%|█████████▎| 3967/4250 [18:34<01:04,  4.40it/s]
 93%|█████████▎| 3968/4250 [18:35<00:58,  4.80it/s]
 93%|█████████▎| 3969/4250 [18:35<01:00,  4.63it/s]
 93%|█████████▎| 3970/4250 [18:35<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 [18:36<00:59,  4.65it/s]
 94%|█████████▎| 3974/4250 [18:36<00:56,  4.84it/s]
 94%|█████████▎| 3975/4250 [18:36<01:01,  4.44it/s]
 94%|█████████▎| 3976/4250 [18:36<00:57,  4.75it/s]
 94%|█████████▎| 3977/4250 [18:36<00:54,  5.02it/s]
 94%|█████████▎| 3978/4250 [18:37<00:55,  4.93it/s]
 94%|█████████▎| 3979/4250 [18:37<01:05,  4.15it/s]
 94%|█████████▎| 3980/4250 [18:38<01:37,  2.76it/s]
 94%|█████████▎| 3981/4250 [18:38<01:27,  3.08it/s]
 94%|█████████▎| 3982/4250 [18:38<01:22,  3.24it/s]
 94%|█████████▎| 3983/4250 [18:38<01:17,  3.45it/s]
 94%|█████████▎| 3984/4250 [18:39<01:12,  3.69it/s]
 94%|█████████▍| 3985/4250 [18:39<01:09,  3.83it/s]
 94%|█████████▍| 3986/4250 [18:39<01:04,  4.12it/s]
 94%|█████████▍| 3987/4250 [18:39<01:18,  3.35it/s]
 94%|█████████▍| 3988/4250 [18:40<01:15,  3.46it/s]
 94%|█████████▍| 3989/4250 [18:40<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 [18:41<01:01,  4.16it/s]
 94%|█████████▍| 3993/4250 [18:41<00:57,  4.44it/s]
 94%|█████████▍| 3994/4250 [18:41<01:18,  3.26it/s]
 94%|█████████▍| 3995/4250 [18:42<01:10,  3.59it/s]
 94%|█████████▍| 3996/4250 [18:42<01:02,  4.05it/s]
 94%|█████████▍| 3997/4250 [18:42<00:55,  4.58it/s]
 94%|█████████▍| 3998/4250 [18:42<01:02,  4.01it/s]
 94%|█████████▍| 3999/4250 [18:42<00:54,  4.62it/s]
 94%|█████████▍| 4000/4250 [18:43<00:56,  4.40it/s]
                                                   
 94%|█████████▍| 4000/4250 [18:43<00:56,  4.40it/s]
 94%|█████████▍| 4001/4250 [18:43<01:03,  3.90it/s]
 94%|█████████▍| 4002/4250 [18:43<00:58,  4.22it/s]
 94%|█████████▍| 4003/4250 [18:43<00:58,  4.21it/s]
 94%|█████████▍| 4004/4250 [18:44<00:58,  4.17it/s]
 94%|█████████▍| 4005/4250 [18:44<00:55,  4.43it/s]
 94%|█████████▍| 4006/4250 [18:44<00:51,  4.70it/s]
 94%|█████████▍| 4007/4250 [18:44<00:53,  4.56it/s]
 94%|█████████▍| 4008/4250 [18:44<00:48,  4.97it/s]
 94%|█████████▍| 4009/4250 [18:45<00:51,  4.66it/s]
 94%|█████████▍| 4010/4250 [18:45<00:53,  4.52it/s]
 94%|█████████▍| 4011/4250 [18:45<00:51,  4.65it/s]
 94%|█████████▍| 4012/4250 [18:45<00:53,  4.49it/s]
 94%|█████████▍| 4013/4250 [18:45<00:49,  4.81it/s]
 94%|█████████▍| 4014/4250 [18:46<00:52,  4.48it/s]
 94%|█████████▍| 4015/4250 [18:46<00:49,  4.74it/s]
 94%|█████████▍| 4016/4250 [18:46<00:52,  4.46it/s]
 95%|█████████▍| 4017/4250 [18:46<00:55,  4.23it/s]
 95%|█████████▍| 4018/4250 [18:47<00:56,  4.10it/s]
 95%|█████████▍| 4019/4250 [18:47<00:58,  3.94it/s]
 95%|█████████▍| 4020/4250 [18:47<00:56,  4.08it/s]
 95%|█████████▍| 4021/4250 [18:47<00:53,  4.25it/s]
 95%|█████████▍| 4022/4250 [18:48<00:51,  4.43it/s]
 95%|█████████▍| 4023/4250 [18:48<00:46,  4.83it/s]
 95%|█████████▍| 4024/4250 [18:48<00:48,  4.68it/s]
 95%|█████████▍| 4025/4250 [18:48<00:47,  4.70it/s]
 95%|█████████▍| 4026/4250 [18:48<00:56,  3.98it/s]
 95%|█████████▍| 4027/4250 [18:49<00:52,  4.27it/s]
 95%|█████████▍| 4028/4250 [18:49<00:51,  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 [18:50<00:53,  4.09it/s]
 95%|█████████▍| 4032/4250 [18:50<00:51,  4.25it/s]
 95%|█████████▍| 4033/4250 [18:50<01:01,  3.53it/s]
 95%|█████████▍| 4034/4250 [18:50<00:56,  3.85it/s]
 95%|█████████▍| 4035/4250 [18:51<00:49,  4.37it/s]
 95%|█████████▍| 4036/4250 [18:51<00:50,  4.23it/s]
 95%|█████████▍| 4037/4250 [18:51<00:50,  4.19it/s]
 95%|█████████▌| 4038/4250 [18:51<00:58,  3.64it/s]
 95%|█████████▌| 4039/4250 [18:52<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 [18:53<00:54,  3.81it/s]
 95%|█████████▌| 4043/4250 [18:53<00:50,  4.09it/s]
 95%|█████████▌| 4044/4250 [18:53<00:45,  4.55it/s]
 95%|█████████▌| 4045/4250 [18:53<00:43,  4.73it/s]
 95%|█████████▌| 4046/4250 [18:53<00:43,  4.72it/s]
 95%|█████████▌| 4047/4250 [18:54<00:45,  4.50it/s]
 95%|█████████▌| 4048/4250 [18:54<00:42,  4.70it/s]
 95%|█████████▌| 4049/4250 [18:54<00:41,  4.89it/s]
 95%|█████████▌| 4050/4250 [18:54<00:42,  4.71it/s]
 95%|█████████▌| 4051/4250 [18:55<00:50,  3.96it/s]
 95%|█████████▌| 4052/4250 [18:55<00:54,  3.62it/s]
 95%|█████████▌| 4053/4250 [18:55<00:48,  4.03it/s]
 95%|█████████▌| 4054/4250 [18:55<00:46,  4.21it/s]
 95%|█████████▌| 4055/4250 [18:56<00:58,  3.36it/s]
 95%|█████████▌| 4056/4250 [18:56<00:53,  3.60it/s]
 95%|█████████▌| 4057/4250 [18:56<00:46,  4.16it/s]
 95%|█████████▌| 4058/4250 [18:56<00:44,  4.31it/s]
 96%|█████████▌| 4059/4250 [18:57<00:44,  4.29it/s]
 96%|█████████▌| 4060/4250 [18:57<00:43,  4.35it/s]
 96%|█████████▌| 4061/4250 [18:57<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 [18:58<00:40,  4.56it/s]
 96%|█████████▌| 4065/4250 [18:58<00:43,  4.26it/s]
 96%|█████████▌| 4066/4250 [18:58<00:45,  4.01it/s]
 96%|█████████▌| 4067/4250 [18:58<00:44,  4.12it/s]
 96%|█████████▌| 4068/4250 [18:59<00:42,  4.31it/s]
 96%|█████████▌| 4069/4250 [18:59<00:57,  3.14it/s]
 96%|█████████▌| 4070/4250 [18:59<00:51,  3.49it/s]
 96%|█████████▌| 4071/4250 [19:00<00:51,  3.49it/s]
 96%|█████████▌| 4072/4250 [19:00<01:01,  2.91it/s]
 96%|█████████▌| 4073/4250 [19:00<00:53,  3.29it/s]
 96%|█████████▌| 4074/4250 [19:01<00:47,  3.69it/s]
 96%|█████████▌| 4075/4250 [19:01<00:48,  3.58it/s]
 96%|█████████▌| 4076/4250 [19:01<00:47,  3.63it/s]
 96%|█████████▌| 4077/4250 [19:01<00:42,  4.07it/s]
 96%|█████████▌| 4078/4250 [19:01<00:40,  4.30it/s]
 96%|█████████▌| 4079/4250 [19:02<00:37,  4.50it/s]
 96%|█████████▌| 4080/4250 [19:02<00:36,  4.71it/s]
 96%|█████████▌| 4081/4250 [19:02<00:36,  4.65it/s]
 96%|█████████▌| 4082/4250 [19:02<00:34,  4.91it/s]
 96%|█████████▌| 4083/4250 [19:03<00:41,  3.99it/s]
 96%|█████████▌| 4084/4250 [19:03<00:41,  4.01it/s]
 96%|█████████▌| 4085/4250 [19:03<00:37,  4.38it/s]
 96%|█████████▌| 4086/4250 [19:03<00:35,  4.67it/s]
 96%|█████████▌| 4087/4250 [19:03<00:35,  4.59it/s]
 96%|█████████▌| 4088/4250 [19:04<00:33,  4.83it/s]
 96%|█████████▌| 4089/4250 [19:04<00:35,  4.51it/s]
 96%|█████████▌| 4090/4250 [19:04<00:33,  4.82it/s]
 96%|█████████▋| 4091/4250 [19:04<00:31,  5.04it/s]
 96%|█████████▋| 4092/4250 [19:05<00:35,  4.41it/s]
 96%|█████████▋| 4093/4250 [19:05<00:36,  4.26it/s]
 96%|█████████▋| 4094/4250 [19:05<00:38,  4.04it/s]
 96%|█████████▋| 4095/4250 [19:05<00:35,  4.38it/s]
 96%|█████████▋| 4096/4250 [19:05<00:33,  4.53it/s]
 96%|█████████▋| 4097/4250 [19:06<00:35,  4.35it/s]
 96%|█████████▋| 4098/4250 [19:06<00:37,  4.10it/s]
 96%|█████████▋| 4099/4250 [19:06<00:39,  3.80it/s]
 96%|█████████▋| 4100/4250 [19:07<00:37,  3.99it/s]
 96%|█████████▋| 4101/4250 [19:07<00:35,  4.21it/s]
 97%|█████████▋| 4102/4250 [19:07<00:38,  3.82it/s]
 97%|█████████▋| 4103/4250 [19:07<00:38,  3.85it/s]
 97%|█████████▋| 4104/4250 [19:08<00:35,  4.08it/s]
 97%|█████████▋| 4105/4250 [19:08<00:34,  4.22it/s]
 97%|█████████▋| 4106/4250 [19:08<00:39,  3.62it/s]
 97%|█████████▋| 4107/4250 [19:08<00:39,  3.60it/s]
 97%|█████████▋| 4108/4250 [19:09<00:36,  3.87it/s]
 97%|█████████▋| 4109/4250 [19:09<00:38,  3.69it/s]
 97%|█████████▋| 4110/4250 [19:09<00:35,  3.93it/s]
 97%|█████████▋| 4111/4250 [19:09<00:35,  3.87it/s]
 97%|█████████▋| 4112/4250 [19:10<00:33,  4.13it/s]
 97%|█████████▋| 4113/4250 [19:10<00:32,  4.23it/s]
 97%|█████████▋| 4114/4250 [19:10<00:29,  4.54it/s]
 97%|█████████▋| 4115/4250 [19:10<00:28,  4.66it/s]
 97%|█████████▋| 4116/4250 [19:10<00:29,  4.61it/s]
 97%|█████████▋| 4117/4250 [19:11<00:29,  4.47it/s]
 97%|█████████▋| 4118/4250 [19:11<00:27,  4.71it/s]
 97%|█████████▋| 4119/4250 [19:11<00:34,  3.75it/s]
 97%|█████████▋| 4120/4250 [19:11<00:33,  3.90it/s]
 97%|█████████▋| 4121/4250 [19:12<00:32,  3.97it/s]
 97%|█████████▋| 4122/4250 [19:12<00:29,  4.37it/s]
 97%|█████████▋| 4123/4250 [19:12<00:29,  4.34it/s]
 97%|█████████▋| 4124/4250 [19:12<00:26,  4.73it/s]
 97%|█████████▋| 4125/4250 [19:13<00:34,  3.67it/s]
 97%|█████████▋| 4126/4250 [19:13<00:30,  4.04it/s]
 97%|█████████▋| 4127/4250 [19:13<00:28,  4.27it/s]
 97%|█████████▋| 4128/4250 [19:13<00:29,  4.13it/s]
 97%|█████████▋| 4129/4250 [19:14<00:34,  3.46it/s]
 97%|█████████▋| 4130/4250 [19:14<00:31,  3.81it/s]
 97%|█████████▋| 4131/4250 [19:14<00:28,  4.24it/s]
 97%|█████████▋| 4132/4250 [19:14<00:28,  4.16it/s]
 97%|█████████▋| 4133/4250 [19:15<00:30,  3.79it/s]
 97%|█████████▋| 4134/4250 [19:15<00:27,  4.21it/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 [19:16<00:24,  4.59it/s]
 97%|█████████▋| 4139/4250 [19:16<00:39,  2.79it/s]
 97%|█████████▋| 4140/4250 [19:17<00:35,  3.10it/s]
 97%|█████████▋| 4141/4250 [19:17<00:30,  3.56it/s]
 97%|█████████▋| 4142/4250 [19:17<00:30,  3.53it/s]
 97%|█████████▋| 4143/4250 [19:17<00:28,  3.73it/s]
 98%|█████████▊| 4144/4250 [19:18<00:27,  3.88it/s]
 98%|█████████▊| 4145/4250 [19:18<00:24,  4.35it/s]
 98%|█████████▊| 4146/4250 [19:18<00:22,  4.59it/s]
 98%|█████████▊| 4147/4250 [19:18<00:21,  4.82it/s]
 98%|█████████▊| 4148/4250 [19:18<00:20,  4.90it/s]
 98%|█████████▊| 4149/4250 [19:18<00:19,  5.24it/s]
 98%|█████████▊| 4150/4250 [19:19<00:20,  4.86it/s]
 98%|█████████▊| 4151/4250 [19:19<00:19,  5.06it/s]
 98%|█████████▊| 4152/4250 [19:19<00:22,  4.29it/s]
 98%|█████████▊| 4153/4250 [19:20<00:38,  2.54it/s]
 98%|█████████▊| 4154/4250 [19:20<00:31,  3.03it/s]
 98%|█████████▊| 4155/4250 [19:20<00:27,  3.49it/s]
 98%|█████████▊| 4156/4250 [19:21<00:25,  3.66it/s]
 98%|█████████▊| 4157/4250 [19:21<00:24,  3.86it/s]
 98%|█████████▊| 4158/4250 [19:21<00:23,  3.95it/s]
 98%|█████████▊| 4159/4250 [19:21<00:21,  4.15it/s]
 98%|█████████▊| 4160/4250 [19:21<00:21,  4.20it/s]
 98%|█████████▊| 4161/4250 [19:22<00:21,  4.21it/s]
 98%|█████████▊| 4162/4250 [19:22<00:20,  4.29it/s]
 98%|█████████▊| 4163/4250 [19:22<00:19,  4.35it/s]
 98%|█████████▊| 4164/4250 [19:22<00:18,  4.58it/s]
 98%|█████████▊| 4165/4250 [19:23<00:19,  4.45it/s]
 98%|█████████▊| 4166/4250 [19:23<00:21,  3.91it/s]
 98%|█████████▊| 4167/4250 [19:23<00:19,  4.36it/s]
 98%|█████████▊| 4168/4250 [19:23<00:17,  4.69it/s]
 98%|█████████▊| 4169/4250 [19:24<00:20,  3.87it/s]
 98%|█████████▊| 4170/4250 [19:24<00:18,  4.34it/s]
 98%|█████████▊| 4171/4250 [19:24<00:16,  4.78it/s]
 98%|█████████▊| 4172/4250 [19:24<00:17,  4.49it/s]
 98%|█████████▊| 4173/4250 [19:24<00:18,  4.20it/s]
 98%|█████████▊| 4174/4250 [19:25<00:18,  4.14it/s]
 98%|█████████▊| 4175/4250 [19:25<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 [19:26<00:16,  4.30it/s]
 98%|█████████▊| 4179/4250 [19:26<00:14,  4.84it/s]
 98%|█████████▊| 4180/4250 [19:26<00:14,  4.87it/s]
 98%|█████████▊| 4181/4250 [19:26<00:13,  5.04it/s]
 98%|█████████▊| 4182/4250 [19:26<00:13,  4.99it/s]
 98%|█████████▊| 4183/4250 [19:27<00:14,  4.62it/s]
 98%|█████████▊| 4184/4250 [19:27<00:15,  4.33it/s]
 98%|█████████▊| 4185/4250 [19:27<00:17,  3.62it/s]
 98%|█████████▊| 4186/4250 [19:28<00:16,  3.90it/s]
 99%|█████████▊| 4187/4250 [19:28<00:14,  4.23it/s]
 99%|█████████▊| 4188/4250 [19:28<00:14,  4.14it/s]
 99%|█████████▊| 4189/4250 [19:28<00:14,  4.17it/s]
 99%|█████████▊| 4190/4250 [19:28<00:13,  4.46it/s]
 99%|█████████▊| 4191/4250 [19:29<00:12,  4.81it/s]
 99%|█████████▊| 4192/4250 [19:29<00:11,  5.01it/s]
 99%|█████████▊| 4193/4250 [19:29<00:10,  5.30it/s]
 99%|█████████▊| 4194/4250 [19:29<00:11,  4.86it/s]
 99%|█████████▊| 4195/4250 [19:29<00:12,  4.36it/s]
 99%|█████████▊| 4196/4250 [19:30<00:12,  4.21it/s]
 99%|█████████▉| 4197/4250 [19:30<00:12,  4.26it/s]
 99%|█████████▉| 4198/4250 [19:30<00:12,  4.02it/s]
 99%|█████████▉| 4199/4250 [19:30<00:12,  4.13it/s]
 99%|█████████▉| 4200/4250 [19:31<00:13,  3.67it/s]
 99%|█████████▉| 4201/4250 [19:31<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 [19:32<00:10,  4.51it/s]
 99%|█████████▉| 4205/4250 [19:32<00:09,  4.89it/s]
 99%|█████████▉| 4206/4250 [19:32<00:09,  4.85it/s]
 99%|█████████▉| 4207/4250 [19:32<00:08,  4.94it/s]
 99%|█████████▉| 4208/4250 [19:32<00:08,  4.72it/s]
 99%|█████████▉| 4209/4250 [19:33<00:08,  5.05it/s]
 99%|█████████▉| 4210/4250 [19:33<00:08,  4.48it/s]
 99%|█████████▉| 4211/4250 [19:33<00:08,  4.77it/s]
 99%|█████████▉| 4212/4250 [19:33<00:08,  4.73it/s]
 99%|█████████▉| 4213/4250 [19:33<00:07,  4.75it/s]
 99%|█████████▉| 4214/4250 [19:34<00:07,  5.00it/s]
 99%|█████████▉| 4215/4250 [19:34<00:06,  5.07it/s]
 99%|█████████▉| 4216/4250 [19:34<00:06,  5.28it/s]
 99%|█████████▉| 4217/4250 [19:34<00:06,  5.49it/s]
 99%|█████████▉| 4218/4250 [19:34<00:06,  5.11it/s]
 99%|█████████▉| 4219/4250 [19:35<00:07,  3.98it/s]
 99%|█████████▉| 4220/4250 [19:35<00:07,  4.26it/s]
 99%|█████████▉| 4221/4250 [19:35<00:07,  4.08it/s]
 99%|█████████▉| 4222/4250 [19:35<00:06,  4.11it/s]
 99%|█████████▉| 4223/4250 [19:36<00:06,  3.89it/s]
 99%|█████████▉| 4224/4250 [19:36<00:06,  4.26it/s]
 99%|█████████▉| 4225/4250 [19:36<00:05,  4.47it/s]
 99%|█████████▉| 4226/4250 [19:36<00:05,  4.45it/s]
 99%|█████████▉| 4227/4250 [19:37<00:04,  4.71it/s]
 99%|█████████▉| 4228/4250 [19:37<00:04,  4.91it/s]
+[INFO|configuration_utils.py:472] 2024-08-30 20:45:30,894 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 20:45:32,240 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 20:45:32,241 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 20:45:32,241 >> 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 20:45:34,549 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 20:45:34,550 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:805] 2024-08-30 20:45:34,601 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: tokens, ner_tags, id. If tokens, ner_tags, id are not expected by `RobertaForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3788] 2024-08-30 20:45:34,604 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3790] 2024-08-30 20:45:34,604 >>   Num examples = 6810
+[INFO|trainer.py:3793] 2024-08-30 20:45:34,604 >>   Batch size = 8
+{'eval_loss': 0.13398884236812592, 'eval_precision': 0.787630741246021, 'eval_recall': 0.8104819840898456, 'eval_f1': 0.7988929889298894, 'eval_accuracy': 0.9766158155629093, 'eval_runtime': 14.4437, 'eval_samples_per_second': 471.487, 'eval_steps_per_second': 58.988, 'epoch': 9.0}
+{'loss': 0.0038, 'grad_norm': 0.5636719465255737, 'learning_rate': 2.9411764705882355e-06, 'epoch': 9.4}
+
+
  0%|          | 0/852 [00:00<?, ?it/s]
+
  1%|          | 9/852 [00:00<00:09, 86.60it/s]
+
  2%|▏         | 18/852 [00:00<00:10, 75.98it/s]
+
  3%|▎         | 26/852 [00:00<00:10, 76.89it/s]
+
  4%|▍         | 34/852 [00:00<00:10, 77.12it/s]
+
  5%|▌         | 43/852 [00:00<00:10, 78.28it/s]
+
  6%|▌         | 52/852 [00:00<00:10, 79.80it/s]
+
  7%|▋         | 61/852 [00:00<00:09, 80.68it/s]
+
  8%|▊         | 70/852 [00:00<00:10, 77.68it/s]
+
  9%|▉         | 79/852 [00:01<00:09, 78.43it/s]
+
 10%|█         | 87/852 [00:01<00:09, 77.70it/s]
+
 11%|█         | 95/852 [00:01<00:10, 75.56it/s]
+
 12%|█▏        | 103/852 [00:01<00:09, 76.19it/s]
+
 13%|█▎        | 111/852 [00:01<00:09, 75.82it/s]
+
 14%|█▍        | 119/852 [00:01<00:09, 75.94it/s]
+
 15%|█▍        | 127/852 [00:01<00:10, 72.27it/s]
+
 16%|█▌        | 135/852 [00:01<00:09, 73.76it/s]
+
 17%|█▋        | 143/852 [00:01<00:09, 73.74it/s]
+
 18%|█▊        | 151/852 [00:01<00:09, 71.88it/s]
+
 19%|█▊        | 159/852 [00:02<00:09, 72.26it/s]
+
 20%|█▉        | 167/852 [00:02<00:09, 73.18it/s]
+
 21%|██        | 175/852 [00:02<00:09, 73.80it/s]
+
 21%|██▏       | 183/852 [00:02<00:09, 73.37it/s]
+
 22%|██▏       | 191/852 [00:02<00:08, 73.51it/s]
+
 23%|██▎       | 199/852 [00:02<00:08, 75.11it/s]
+
 24%|██▍       | 207/852 [00:02<00:08, 73.86it/s]
+
 25%|██▌       | 215/852 [00:02<00:08, 74.15it/s]
+
 26%|██▌       | 223/852 [00:02<00:08, 75.33it/s]
+
 27%|██▋       | 231/852 [00:03<00:08, 74.44it/s]
+
 28%|██▊       | 239/852 [00:03<00:08, 73.91it/s]
+
 29%|██▉       | 247/852 [00:03<00:08, 73.57it/s]
+
 30%|███       | 256/852 [00:03<00:07, 76.33it/s]
+
 31%|███       | 264/852 [00:03<00:07, 75.04it/s]
+
 32%|███▏      | 272/852 [00:03<00:07, 74.88it/s]
+
 33%|███▎      | 281/852 [00:03<00:07, 77.49it/s]
+
 34%|███▍      | 289/852 [00:03<00:07, 76.13it/s]
+
 35%|███▍      | 297/852 [00:03<00:07, 74.42it/s]
+
 36%|███▌      | 306/852 [00:04<00:07, 76.59it/s]
+
 37%|███▋      | 314/852 [00:04<00:07, 75.96it/s]
+
 38%|███▊      | 322/852 [00:04<00:07, 75.39it/s]
+
 39%|███▊      | 330/852 [00:04<00:06, 76.42it/s]
+
 40%|███▉      | 339/852 [00:04<00:06, 77.48it/s]
+
 41%|████      | 347/852 [00:04<00:06, 76.82it/s]
+
 42%|████▏     | 355/852 [00:04<00:06, 75.00it/s]
+
 43%|████▎     | 364/852 [00:04<00:06, 77.19it/s]
+
 44%|████▍     | 373/852 [00:04<00:06, 78.14it/s]
+
 45%|████▍     | 381/852 [00:05<00:06, 73.22it/s]
+
 46%|████▌     | 389/852 [00:05<00:06, 75.03it/s]
+
 47%|████▋     | 398/852 [00:05<00:05, 76.46it/s]
+
 48%|████▊     | 406/852 [00:05<00:05, 75.17it/s]
+
 49%|████▊     | 415/852 [00:05<00:05, 76.88it/s]
+
 50%|████▉     | 424/852 [00:05<00:05, 78.06it/s]
+
 51%|█████     | 432/852 [00:05<00:05, 74.82it/s]
+
 52%|█████▏    | 440/852 [00:05<00:05, 76.24it/s]
+
 53%|█████▎    | 448/852 [00:05<00:05, 77.18it/s]
+
 54%|█████▎    | 456/852 [00:06<00:05, 76.56it/s]
+
 54%|█████▍    | 464/852 [00:06<00:05, 74.48it/s]
+
 55%|█████▌    | 472/852 [00:06<00:05, 70.69it/s]
+
 56%|█████▋    | 480/852 [00:06<00:05, 73.04it/s]
+
 57%|█████▋    | 488/852 [00:06<00:05, 72.17it/s]
+
 58%|████���▊    | 496/852 [00:06<00:04, 73.14it/s]
+
 59%|█████▉    | 505/852 [00:06<00:04, 75.52it/s]
+
 60%|██████    | 513/852 [00:06<00:04, 75.23it/s]
+
 61%|██████    | 521/852 [00:06<00:04, 72.76it/s]
+
 62%|██████▏   | 529/852 [00:07<00:04, 73.02it/s]
+
 63%|██████▎   | 538/852 [00:07<00:04, 75.90it/s]
+
 64%|██████▍   | 546/852 [00:07<00:03, 76.73it/s]
+
 65%|██████▌   | 554/852 [00:07<00:04, 72.98it/s]
+
 66%|██████▌   | 562/852 [00:07<00:03, 74.71it/s]
+
 67%|██████▋   | 570/852 [00:07<00:03, 74.54it/s]
+
 68%|██████▊   | 578/852 [00:07<00:03, 70.92it/s]
+
 69%|██████▉   | 586/852 [00:07<00:03, 71.86it/s]
+
 70%|██████▉   | 595/852 [00:07<00:03, 74.54it/s]
+
 71%|███████   | 603/852 [00:08<00:03, 72.41it/s]
+
 72%|███████▏  | 611/852 [00:08<00:03, 73.84it/s]
+
 73%|███████▎  | 619/852 [00:08<00:03, 73.29it/s]
+
 74%|███████▎  | 627/852 [00:08<00:03, 73.85it/s]
+
 75%|███████▍  | 635/852 [00:08<00:02, 74.73it/s]
+
 75%|███████▌  | 643/852 [00:08<00:02, 70.85it/s]
+
 76%|███████▋  | 651/852 [00:08<00:02, 72.77it/s]
+
 77%|███████▋  | 659/852 [00:08<00:02, 74.79it/s]
+
 78%|███████▊  | 667/852 [00:08<00:02, 74.31it/s]
+
 79%|███████▉  | 675/852 [00:09<00:02, 74.44it/s]
+
 80%|████████  | 683/852 [00:09<00:02, 75.50it/s]
+
 81%|████████  | 692/852 [00:09<00:02, 78.35it/s]
+
 82%|████████▏ | 700/852 [00:09<00:01, 78.20it/s]
+
 83%|████████▎ | 708/852 [00:09<00:01, 78.45it/s]
+
 84%|████████▍ | 717/852 [00:09<00:01, 78.81it/s]
+
 85%|████████▌ | 726/852 [00:09<00:01, 79.46it/s]
+
 86%|████████▌ | 734/852 [00:09<00:01, 77.33it/s]
+
 87%|████████▋ | 742/852 [00:09<00:01, 77.50it/s]
+
 88%|████████▊ | 751/852 [00:09<00:01, 78.57it/s]
+
 89%|████████▉ | 759/852 [00:10<00:01, 77.18it/s]
+
 90%|█████████ | 767/852 [00:10<00:01, 75.71it/s]
+
 91%|█████████ | 775/852 [00:10<00:01, 76.73it/s]
+
 92%|█████████▏| 783/852 [00:10<00:00, 75.52it/s]
+
 93%|█████████▎| 791/852 [00:10<00:00, 76.07it/s]
+
 94%|█████████▍| 800/852 [00:10<00:00, 77.90it/s]
+
 95%|█████████▍| 809/852 [00:10<00:00, 79.22it/s]
+
 96%|█████████▌| 817/852 [00:10<00:00, 76.96it/s]
+
 97%|█████████▋| 825/852 [00:10<00:00, 77.60it/s]
+
 98%|█████████▊| 834/852 [00:11<00:00, 78.12it/s]
+
 99%|█████████▉| 842/852 [00:11<00:00, 77.32it/s]
+
                                                   
+
                                                 
+
+
                                                 [INFO|trainer.py:3478] 2024-08-30 20:45:49,488 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4250
+[INFO|configuration_utils.py:472] 2024-08-30 20:45:49,490 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4250/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 20:45:50,835 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4250/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 20:45:50,838 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 20:45:50,839 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4250/special_tokens_map.json
+[INFO|trainer.py:2383] 2024-08-30 20:45:52,645 >> 
+
+Training completed. Do not forget to share your model on huggingface.co/models =)
+
+
+[INFO|trainer.py:2621] 2024-08-30 20:45:52,646 >> Loading best model from /content/dissertation/scripts/ner/output/checkpoint-3404 (score: 0.8015293708724366).
+
                                                   
+[INFO|trainer.py:4239] 2024-08-30 20:45:52,840 >> Waiting for the current checkpoint push to be finished, this might take a couple of minutes.