Training in progress, epoch 10

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:16a592bc55b06ab4d1e8bd1e15f084e878033fa7a38b8101c3a2c5bf423d12bb
+oid sha256:b02e45065034d02bb35c7b02710b67509869c41e34709f5df8ac78e1a7afca87
 size 430601004

tb/events.out.tfevents.1725053057.6b97e535edda.35455.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:47f01e854706013fa4602db33c4f5ed2f8f9528a934358d70c2f937097036e7c
-size 10776
+oid sha256:dacc5f14849d9eb6e517fa55f5251f62fc9dccfc3b74ea096b6d6c2e1bbba7cf
+size 10987

train.log

@@ -1159,4 +1159,117 @@ 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 21:39:48,183 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-3906/special_tokens_map.json
 [INFO|tokenization_utils_base.py:2574] 2024-08-30 21:39:50,129 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
 [INFO|tokenization_utils_base.py:2583] 2024-08-30 21:39:50,130 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
-
 90%|█████████ | 3907/4340 [15:32<36:57,  5.12s/it]
 90%|█████████ | 3908/4340 [15:32<26:13,  3.64s/it]
 90%|█████████ | 3909/4340 [15:32<18:37,  2.59s/it]
 90%|█████████ | 3910/4340 [15:33<13:29,  1.88s/it]
 90%|█████████ | 3911/4340 [15:33<09:53,  1.38s/it]
 90%|█████████ | 3912/4340 [15:33<07:15,  1.02s/it]
 90%|█████████ | 3913/4340 [15:33<05:26,  1.31it/s]
 90%|█████████ | 3914/4340 [15:33<04:10,  1.70it/s]
 90%|█████████ | 3915/4340 [15:34<03:23,  2.08it/s]
 90%|█████████ | 3916/4340 [15:34<02:51,  2.48it/s]
 90%|█████████ | 3917/4340 [15:34<02:23,  2.94it/s]
 90%|█████████ | 3918/4340 [15:34<02:06,  3.34it/s]
 90%|█████████ | 3919/4340 [15:34<01:50,  3.81it/s]
 90%|█████████ | 3920/4340 [15:34<01:39,  4.21it/s]
 90%|█████████ | 3921/4340 [15:35<01:27,  4.80it/s]
 90%|█████████ | 3922/4340 [15:35<01:23,  5.03it/s]
 90%|█████████ | 3923/4340 [15:35<01:19,  5.27it/s]
 90%|█████████ | 3924/4340 [15:35<01:13,  5.63it/s]
 90%|█████████ | 3925/4340 [15:35<01:17,  5.38it/s]
 90%|█████████ | 3926/4340 [15:36<01:14,  5.53it/s]
 90%|█████████ | 3927/4340 [15:36<01:14,  5.56it/s]
 91%|█████████ | 3928/4340 [15:36<01:22,  5.02it/s]
 91%|█████████ | 3929/4340 [15:36<01:27,  4.70it/s]
 91%|█████████ | 3930/4340 [15:36<01:21,  5.01it/s]
 91%|█████████ | 3931/4340 [15:36<01:14,  5.47it/s]
 91%|█████████ | 3932/4340 [15:37<01:30,  4.52it/s]
 91%|█████████ | 3933/4340 [15:37<01:29,  4.54it/s]
 91%|█████████ | 3934/4340 [15:37<01:26,  4.70it/s]
 91%|█████████ | 3935/4340 [15:37<01:27,  4.65it/s]
 91%|█████████ | 3936/4340 [15:38<01:21,  4.95it/s]
 91%|█████████ | 3937/4340 [15:38<01:17,  5.20it/s]
 91%|█████████ | 3938/4340 [15:38<01:13,  5.46it/s]
 91%|█████████ | 3939/4340 [15:38<01:12,  5.55it/s]
 91%|█████████ | 3940/4340 [15:38<01:18,  5.07it/s]
 91%|█████████ | 3941/4340 [15:39<01:17,  5.14it/s]
 91%|█████████ | 3942/4340 [15:39<01:14,  5.36it/s]
 91%|█████████ | 3943/4340 [15:39<01:16,  5.21it/s]
 91%|█████████ | 3944/4340 [15:39<01:18,  5.06it/s]
 91%|█████████ | 3945/4340 [15:39<01:13,  5.34it/s]
 91%|█████████ | 3946/4340 [15:39<01:15,  5.19it/s]
 91%|█████████ | 3947/4340 [15:40<01:22,  4.79it/s]
 91%|█████████ | 3948/4340 [15:40<01:16,  5.13it/s]
 91%|█████████ | 3949/4340 [15:40<01:12,  5.38it/s]
 91%|█████████ | 3950/4340 [15:40<01:11,  5.47it/s]
 91%|█████████ | 3951/4340 [15:40<01:12,  5.39it/s]
 91%|█████████ | 3952/4340 [15:41<01:16,  5.05it/s]
 91%|█████████ | 3953/4340 [15:41<01:12,  5.31it/s]
 91%|█████████ | 3954/4340 [15:41<01:13,  5.27it/s]
 91%|█████████ | 3955/4340 [15:41<01:09,  5.52it/s]
 91%|█████████ | 3956/4340 [15:41<01:14,  5.12it/s]
 91%|█████████ | 3957/4340 [15:42<01:15,  5.10it/s]
 91%|█████████ | 3958/4340 [15:42<01:14,  5.13it/s]
 91%|█████████ | 3959/4340 [15:42<01:08,  5.54it/s]
 91%|█████████ | 3960/4340 [15:42<01:13,  5.20it/s]
 91%|█████████▏| 3961/4340 [15:42<01:16,  4.96it/s]
 91%|█████████▏| 3962/4340 [15:43<01:13,  5.17it/s]
 91%|█████████▏| 3963/4340 [15:43<01:13,  5.11it/s]
 91%|█████████▏| 3964/4340 [15:43<01:30,  4.17it/s]
 91%|█████████▏| 3965/4340 [15:43<01:24,  4.44it/s]
 91%|█████████▏| 3966/4340 [15:44<01:23,  4.48it/s]
 91%|█████████▏| 3967/4340 [15:44<01:22,  4.51it/s]
 91%|█████████▏| 3968/4340 [15:44<01:19,  4.70it/s]
+
 90%|█████████ | 3907/4340 [15:32<36:57,  5.12s/it]
 90%|█████████ | 3908/4340 [15:32<26:13,  3.64s/it]
 90%|█████████ | 3909/4340 [15:32<18:37,  2.59s/it]
 90%|█████████ | 3910/4340 [15:33<13:29,  1.88s/it]
 90%|█████████ | 3911/4340 [15:33<09:53,  1.38s/it]
 90%|█████████ | 3912/4340 [15:33<07:15,  1.02s/it]
 90%|█████████ | 3913/4340 [15:33<05:26,  1.31it/s]
 90%|█████████ | 3914/4340 [15:33<04:10,  1.70it/s]
 90%|█████████ | 3915/4340 [15:34<03:23,  2.08it/s]
 90%|█████████ | 3916/4340 [15:34<02:51,  2.48it/s]
 90%|█████████ | 3917/4340 [15:34<02:23,  2.94it/s]
 90%|█████████ | 3918/4340 [15:34<02:06,  3.34it/s]
 90%|█████████ | 3919/4340 [15:34<01:50,  3.81it/s]
 90%|█████████ | 3920/4340 [15:34<01:39,  4.21it/s]
 90%|█████████ | 3921/4340 [15:35<01:27,  4.80it/s]
 90%|█████████ | 3922/4340 [15:35<01:23,  5.03it/s]
 90%|█████████ | 3923/4340 [15:35<01:19,  5.27it/s]
 90%|█████████ | 3924/4340 [15:35<01:13,  5.63it/s]
 90%|█████████ | 3925/4340 [15:35<01:17,  5.38it/s]
 90%|█████████ | 3926/4340 [15:36<01:14,  5.53it/s]
 90%|█████████ | 3927/4340 [15:36<01:14,  5.56it/s]
 91%|█████████ | 3928/4340 [15:36<01:22,  5.02it/s]
 91%|█████████ | 3929/4340 [15:36<01:27,  4.70it/s]
 91%|█████████ | 3930/4340 [15:36<01:21,  5.01it/s]
 91%|█████████ | 3931/4340 [15:36<01:14,  5.47it/s]
 91%|█████████ | 3932/4340 [15:37<01:30,  4.52it/s]
 91%|█████████ | 3933/4340 [15:37<01:29,  4.54it/s]
 91%|█████████ | 3934/4340 [15:37<01:26,  4.70it/s]
 91%|█████████ | 3935/4340 [15:37<01:27,  4.65it/s]
 91%|█████████ | 3936/4340 [15:38<01:21,  4.95it/s]
 91%|█████████ | 3937/4340 [15:38<01:17,  5.20it/s]
 91%|█████████ | 3938/4340 [15:38<01:13,  5.46it/s]
 91%|█████████ | 3939/4340 [15:38<01:12,  5.55it/s]
 91%|█████████ | 3940/4340 [15:38<01:18,  5.07it/s]
 91%|█████████ | 3941/4340 [15:39<01:17,  5.14it/s]
 91%|█████████ | 3942/4340 [15:39<01:14,  5.36it/s]
 91%|█████████ | 3943/4340 [15:39<01:16,  5.21it/s]
 91%|█████████ | 3944/4340 [15:39<01:18,  5.06it/s]
 91%|█████████ | 3945/4340 [15:39<01:13,  5.34it/s]
 91%|█████████ | 3946/4340 [15:39<01:15,  5.19it/s]
 91%|█████████ | 3947/4340 [15:40<01:22,  4.79it/s]
 91%|█████████ | 3948/4340 [15:40<01:16,  5.13it/s]
 91%|█████████ | 3949/4340 [15:40<01:12,  5.38it/s]
 91%|█████████ | 3950/4340 [15:40<01:11,  5.47it/s]
 91%|█████████ | 3951/4340 [15:40<01:12,  5.39it/s]
 91%|█████████ | 3952/4340 [15:41<01:16,  5.05it/s]
 91%|█████████ | 3953/4340 [15:41<01:12,  5.31it/s]
 91%|█████████ | 3954/4340 [15:41<01:13,  5.27it/s]
 91%|█████████ | 3955/4340 [15:41<01:09,  5.52it/s]
 91%|█████████ | 3956/4340 [15:41<01:14,  5.12it/s]
 91%|█████████ | 3957/4340 [15:42<01:15,  5.10it/s]
 91%|█████████ | 3958/4340 [15:42<01:14,  5.13it/s]
 91%|█████████ | 3959/4340 [15:42<01:08,  5.54it/s]
 91%|█████████ | 3960/4340 [15:42<01:13,  5.20it/s]
 91%|█████████▏| 3961/4340 [15:42<01:16,  4.96it/s]
 91%|█████████▏| 3962/4340 [15:43<01:13,  5.17it/s]
 91%|█████████▏| 3963/4340 [15:43<01:13,  5.11it/s]
 91%|█████████▏| 3964/4340 [15:43<01:30,  4.17it/s]
 91%|█████████▏| 3965/4340 [15:43<01:24,  4.44it/s]
 91%|█████████▏| 3966/4340 [15:44<01:23,  4.48it/s]
 91%|█████████▏| 3967/4340 [15:44<01:22,  4.51it/s]
 91%|█████████▏| 3968/4340 [15:44<01:19,  4.70it/s]
 91%|█████████▏| 3969/4340 [15:44<01:19,  4.69it/s]
 91%|█████████▏| 3970/4340 [15:44<01:13,  5.01it/s]
 91%|█████████▏| 3971/4340 [15:45<01:13,  5.00it/s]
 92%|█████████▏| 3972/4340 [15:45<01:15,  4.89it/s]
 92%|█████████▏| 3973/4340 [15:45<01:13,  4.99it/s]
 92%|█████████▏| 3974/4340 [15:45<01:14,  4.92it/s]
 92%|█████████▏| 3975/4340 [15:45<01:12,  5.04it/s]
 92%|█████████▏| 3976/4340 [15:45<01:07,  5.43it/s]
 92%|█████████▏| 3977/4340 [15:46<01:15,  4.78it/s]
 92%|█████████▏| 3978/4340 [15:46<01:17,  4.65it/s]
 92%|█████████▏| 3979/4340 [15:46<01:13,  4.94it/s]
 92%|█████████▏| 3980/4340 [15:46<01:23,  4.33it/s]
 92%|█████████▏| 3981/4340 [15:47<01:18,  4.58it/s]
 92%|█████████▏| 3982/4340 [15:47<01:13,  4.84it/s]
 92%|█████████▏| 3983/4340 [15:47<01:20,  4.46it/s]
 92%|█████████▏| 3984/4340 [15:47<01:41,  3.51it/s]
 92%|█████████▏| 3985/4340 [15:48<01:34,  3.77it/s]
 92%|█████████▏| 3986/4340 [15:48<01:20,  4.40it/s]
 92%|█████████▏| 3987/4340 [15:48<01:27,  4.02it/s]
 92%|█████████▏| 3988/4340 [15:48<01:19,  4.45it/s]
 92%|█████████▏| 3989/4340 [15:48<01:12,  4.83it/s]
 92%|█████████▏| 3990/4340 [15:49<01:06,  5.27it/s]
 92%|█████████▏| 3991/4340 [15:49<01:07,  5.14it/s]
 92%|█████████▏| 3992/4340 [15:49<01:01,  5.67it/s]
 92%|█████████▏| 3993/4340 [15:49<01:00,  5.77it/s]
 92%|█████████▏| 3994/4340 [15:49<01:03,  5.48it/s]
 92%|█████████▏| 3995/4340 [15:50<01:06,  5.22it/s]
 92%|█████████▏| 3996/4340 [15:50<00:59,  5.74it/s]
 92%|█████████▏| 3997/4340 [15:50<01:02,  5.49it/s]
 92%|█████████▏| 3998/4340 [15:50<01:00,  5.63it/s]
 92%|█████████▏| 3999/4340 [15:50<00:59,  5.71it/s]
 92%|█████████▏| 4000/4340 [15:50<01:01,  5.52it/s]
                                                   
 92%|█████████▏| 4000/4340 [15:50<01:01,  5.52it/s]
 92%|█████████▏| 4001/4340 [15:51<01:17,  4.38it/s]
 92%|█████████▏| 4002/4340 [15:51<01:10,  4.83it/s]
 92%|█████████▏| 4003/4340 [15:51<01:07,  4.97it/s]
 92%|█████████▏| 4004/4340 [15:51<01:08,  4.87it/s]
 92%|█████████▏| 4005/4340 [15:52<01:10,  4.74it/s]
 92%|█████████▏| 4006/4340 [15:52<01:08,  4.85it/s]
 92%|█████████▏| 4007/4340 [15:52<01:12,  4.59it/s]
 92%|█████████▏| 4008/4340 [15:52<01:08,  4.87it/s]
 92%|█████████▏| 4009/4340 [15:52<01:11,  4.65it/s]
 92%|█████████▏| 4010/4340 [15:53<01:07,  4.92it/s]
 92%|█████████▏| 4011/4340 [15:53<01:02,  5.24it/s]
 92%|█████████▏| 4012/4340 [15:53<00:59,  5.54it/s]
 92%|█████████▏| 4013/4340 [15:53<00:57,  5.67it/s]
 92%|█████████▏| 4014/4340 [15:53<00:55,  5.92it/s]
 93%|█████████▎| 4015/4340 [15:53<00:53,  6.10it/s]
 93%|█████████▎| 4016/4340 [15:54<00:51,  6.28it/s]
 93%|█████████▎| 4017/4340 [15:54<00:56,  5.75it/s]
 93%|█████████▎| 4018/4340 [15:54<01:05,  4.95it/s]
 93%|█████████▎| 4019/4340 [15:54<01:01,  5.21it/s]
 93%|█████████▎| 4020/4340 [15:54<01:02,  5.16it/s]
 93%|█████████▎| 4021/4340 [15:55<01:00,  5.29it/s]
 93%|█████████▎| 4022/4340 [15:55<00:58,  5.42it/s]
 93%|█████████▎| 4023/4340 [15:55<00:57,  5.55it/s]
 93%|█████████▎| 4024/4340 [15:55<00:56,  5.63it/s]
 93%|█████████▎| 4025/4340 [15:55<00:54,  5.83it/s]
 93%|█████████▎| 4026/4340 [15:55<00:57,  5.43it/s]
 93%|█████████▎| 4027/4340 [15:56<01:01,  5.10it/s]
 93%|█████████▎| 4028/4340 [15:56<01:03,  4.91it/s]
 93%|█████████▎| 4029/4340 [15:56<01:00,  5.14it/s]
 93%|█████████▎| 4030/4340 [15:56<01:01,  5.04it/s]
 93%|█████████▎| 4031/4340 [15:56<01:01,  5.03it/s]
 93%|█████████▎| 4032/4340 [15:57<01:04,  4.79it/s]
 93%|█████████▎| 4033/4340 [15:57<01:01,  4.99it/s]
 93%|█████████▎| 4034/4340 [15:57<00:58,  5.25it/s]
 93%|█████████▎| 4035/4340 [15:57<00:56,  5.36it/s]
 93%|█████████▎| 4036/4340 [15:57<00:53,  5.66it/s]
 93%|█████████▎| 4037/4340 [15:58<00:52,  5.73it/s]
 93%|█████████▎| 4038/4340 [15:58<00:54,  5.58it/s]
 93%|█████████▎| 4039/4340 [15:58<01:01,  4.91it/s]
 93%|█████████▎| 4040/4340 [15:58<01:01,  4.87it/s]
 93%|█████████▎| 4041/4340 [15:58<01:00,  4.98it/s]
 93%|█████████▎| 4042/4340 [15:59<00:58,  5.08it/s]
 93%|█████████▎| 4043/4340 [15:59<00:57,  5.16it/s]
 93%|█████████▎| 4044/4340 [15:59<01:01,  4.81it/s]
 93%|█████████▎| 4045/4340 [15:59<00:56,  5.19it/s]
 93%|█████████▎| 4046/4340 [15:59<00:55,  5.31it/s]
 93%|█████████▎| 4047/4340 [16:00<00:56,  5.19it/s]
 93%|█████████▎| 4048/4340 [16:00<00:51,  5.69it/s]
 93%|█████████▎| 4049/4340 [16:00<00:53,  5.45it/s]
 93%|█████████▎| 4050/4340 [16:00<00:54,  5.34it/s]
 93%|█████████▎| 4051/4340 [16:00<00:54,  5.29it/s]
 93%|█████████▎| 4052/4340 [16:00<00:53,  5.34it/s]
 93%|█████████▎| 4053/4340 [16:01<00:56,  5.10it/s]
 93%|█████████▎| 4054/4340 [16:01<00:56,  5.04it/s]
 93%|█████████▎| 4055/4340 [16:01<00:56,  5.08it/s]
 93%|█████████▎| 4056/4340 [16:01<00:53,  5.30it/s]
 93%|█████████▎| 4057/4340 [16:01<00:55,  5.09it/s]
 94%|█████████▎| 4058/4340 [16:02<00:57,  4.92it/s]
 94%|█████████▎| 4059/4340 [16:02<00:54,  5.18it/s]
 94%|█████████▎| 4060/4340 [16:02<00:53,  5.23it/s]
 94%|█████████▎| 4061/4340 [16:02<00:51,  5.44it/s]
 94%|█████████▎| 4062/4340 [16:02<00:52,  5.25it/s]
 94%|█████████▎| 4063/4340 [16:03<00:52,  5.31it/s]
 94%|█████████▎| 4064/4340 [16:03<00:56,  4.90it/s]
 94%|█████████▎| 4065/4340 [16:03<00:53,  5.18it/s]
 94%|█████████▎| 4066/4340 [16:03<00:49,  5.52it/s]
 94%|█████████▎| 4067/4340 [16:03<00:49,  5.55it/s]
 94%|█████████▎| 4068/4340 [16:03<00:48,  5.63it/s]
 94%|█████████▍| 4069/4340 [16:04<00:55,  4.90it/s]
 94%|█████████▍| 4070/4340 [16:04<00:53,  5.06it/s]
 94%|█████████▍| 4071/4340 [16:04<00:57,  4.69it/s]
 94%|█████████▍| 4072/4340 [16:04<01:01,  4.33it/s]
 94%|█████████▍| 4073/4340 [16:05<01:05,  4.07it/s]
 94%|█████████▍| 4074/4340 [16:05<01:00,  4.37it/s]
 94%|█████████▍| 4075/4340 [16:05<00:58,  4.55it/s]
 94%|█████████▍| 4076/4340 [16:05<00:56,  4.67it/s]
 94%|█████████▍| 4077/4340 [16:06<00:58,  4.49it/s]
 94%|█████████▍| 4078/4340 [16:06<00:55,  4.73it/s]
 94%|█████████▍| 4079/4340 [16:06<00:52,  4.95it/s]
 94%|█████████▍| 4080/4340 [16:06<00:50,  5.20it/s]
 94%|█████████▍| 4081/4340 [16:06<00:51,  5.04it/s]
 94%|█████████▍| 4082/4340 [16:06<00:47,  5.42it/s]
 94%|█████████▍| 4083/4340 [16:07<00:45,  5.65it/s]
 94%|█████████▍| 4084/4340 [16:07<00:48,  5.25it/s]
 94%|█████████▍| 4085/4340 [16:07<00:51,  4.91it/s]
 94%|█████████▍| 4086/4340 [16:07<00:57,  4.44it/s]
 94%|█████████▍| 4087/4340 [16:08<00:55,  4.58it/s]
 94%|█████████▍| 4088/4340 [16:08<00:52,  4.83it/s]
 94%|█████████▍| 4089/4340 [16:08<00:51,  4.91it/s]
 94%|█████████▍| 4090/4340 [16:08<00:48,  5.20it/s]
 94%|█████████▍| 4091/4340 [16:08<00:53,  4.69it/s]
 94%|█████████▍| 4092/4340 [16:09<00:52,  4.71it/s]
 94%|█████████▍| 4093/4340 [16:09<00:48,  5.07it/s]
 94%|█████████▍| 4094/4340 [16:09<00:48,  5.08it/s]
 94%|█████████▍| 4095/4340 [16:09<00:48,  5.10it/s]
 94%|█████████▍| 4096/4340 [16:09<00:45,  5.34it/s]
 94%|█████████▍| 4097/4340 [16:09<00:47,  5.16it/s]
 94%|█████████▍| 4098/4340 [16:10<00:45,  5.27it/s]
 94%|█████████▍| 4099/4340 [16:10<00:52,  4.59it/s]
 94%|█████████▍| 4100/4340 [16:10<00:49,  4.87it/s]
 94%|█████████▍| 4101/4340 [16:10<00:47,  5.07it/s]
 95%|█████████▍| 4102/4340 [16:10<00:45,  5.18it/s]
 95%|█████████▍| 4103/4340 [16:11<00:46,  5.13it/s]
 95%|█████████▍| 4104/4340 [16:11<00:44,  5.33it/s]
 95%|█████████▍| 4105/4340 [16:11<00:42,  5.58it/s]
 95%|█████████▍| 4106/4340 [16:11<00:41,  5.58it/s]
 95%|█████████▍| 4107/4340 [16:11<00:40,  5.77it/s]
 95%|█████████▍| 4108/4340 [16:12<00:39,  5.86it/s]
 95%|█████████▍| 4109/4340 [16:12<00:39,  5.85it/s]
 95%|█████████▍| 4110/4340 [16:12<00:38,  5.97it/s]
 95%|█████████▍| 4111/4340 [16:12<00:42,  5.34it/s]
 95%|█████████▍| 4112/4340 [16:12<00:43,  5.24it/s]
 95%|█████████▍| 4113/4340 [16:12<00:41,  5.53it/s]
 95%|█████████▍| 4114/4340 [16:13<00:43,  5.19it/s]
 95%|█████████▍| 4115/4340 [16:13<00:49,  4.52it/s]
 95%|█████████▍| 4116/4340 [16:13<00:46,  4.87it/s]
 95%|█████████▍| 4117/4340 [16:13<00:45,  4.90it/s]
 95%|█████████▍| 4118/4340 [16:14<00:44,  5.00it/s]
 95%|█████████▍| 4119/4340 [16:14<00:45,  4.90it/s]
 95%|█████████▍| 4120/4340 [16:14<00:44,  4.95it/s]
 95%|█████████▍| 4121/4340 [16:14<00:42,  5.21it/s]
 95%|█████████▍| 4122/4340 [16:14<00:39,  5.47it/s]
 95%|█████████▌| 4123/4340 [16:14<00:39,  5.48it/s]
 95%|█████████▌| 4124/4340 [16:15<00:42,  5.10it/s]
 95%|█████████▌| 4125/4340 [16:15<00:40,  5.34it/s]
 95%|█████████▌| 4126/4340 [16:15<00:38,  5.59it/s]
 95%|█████████▌| 4127/4340 [16:15<00:38,  5.51it/s]
 95%|█████████▌| 4128/4340 [16:15<00:41,  5.06it/s]
 95%|█████████▌| 4129/4340 [16:16<00:40,  5.20it/s]
 95%|█████████▌| 4130/4340 [16:16<00:38,  5.41it/s]
 95%|█████████▌| 4131/4340 [16:16<00:45,  4.64it/s]
 95%|█████████▌| 4132/4340 [16:16<00:44,  4.69it/s]
 95%|█████████▌| 4133/4340 [16:17<00:47,  4.40it/s]
 95%|█████████▌| 4134/4340 [16:17<00:44,  4.65it/s]
 95%|█████████▌| 4135/4340 [16:17<00:43,  4.69it/s]
 95%|█████████▌| 4136/4340 [16:17<00:41,  4.90it/s]
 95%|█████████▌| 4137/4340 [16:17<00:40,  5.06it/s]
 95%|█████████▌| 4138/4340 [16:17<00:38,  5.21it/s]
 95%|█████████▌| 4139/4340 [16:18<00:37,  5.42it/s]
 95%|█████████▌| 4140/4340 [16:18<00:36,  5.48it/s]
 95%|█████████▌| 4141/4340 [16:18<00:38,  5.18it/s]
 95%|█████████▌| 4142/4340 [16:18<00:37,  5.28it/s]
 95%|█████████▌| 4143/4340 [16:18<00:36,  5.35it/s]
 95%|█████████▌| 4144/4340 [16:19<00:33,  5.87it/s]
 96%|█████████▌| 4145/4340 [16:19<00:34,  5.66it/s]
 96%|█████████▌| 4146/4340 [16:19<00:32,  5.93it/s]
 96%|█████████▌| 4147/4340 [16:19<00:34,  5.53it/s]
 96%|█████████▌| 4148/4340 [16:19<00:35,  5.47it/s]
 96%|█████████▌| 4149/4340 [16:19<00:38,  4.96it/s]
 96%|█████████▌| 4150/4340 [16:20<00:37,  5.11it/s]
 96%|█████████▌| 4151/4340 [16:20<00:38,  4.90it/s]
 96%|█████████▌| 4152/4340 [16:20<00:40,  4.60it/s]
 96%|█████████▌| 4153/4340 [16:20<00:41,  4.55it/s]
 96%|█████████▌| 4154/4340 [16:21<00:39,  4.70it/s]
 96%|█████████▌| 4155/4340 [16:21<00:42,  4.34it/s]
 96%|█████████▌| 4156/4340 [16:21<00:42,  4.32it/s]
 96%|█████████▌| 4157/4340 [16:21<00:38,  4.69it/s]
 96%|█████████▌| 4158/4340 [16:21<00:39,  4.60it/s]
 96%|█████████▌| 4159/4340 [16:22<00:36,  5.02it/s]
 96%|█████████▌| 4160/4340 [16:22<00:40,  4.47it/s]
 96%|█████████▌| 4161/4340 [16:22<00:37,  4.77it/s]
 96%|█████████▌| 4162/4340 [16:22<00:37,  4.72it/s]
 96%|█████████▌| 4163/4340 [16:22<00:33,  5.28it/s]
 96%|█████████▌| 4164/4340 [16:23<00:32,  5.44it/s]
 96%|█████████▌| 4165/4340 [16:23<00:29,  5.86it/s]
 96%|█████████▌| 4166/4340 [16:23<00:31,  5.60it/s]
 96%|█████████▌| 4167/4340 [16:23<00:30,  5.64it/s]
 96%|█████████▌| 4168/4340 [16:23<00:29,  5.92it/s]
 96%|█████████▌| 4169/4340 [16:24<00:33,  5.07it/s]
 96%|█████████▌| 4170/4340 [16:24<00:30,  5.51it/s]
 96%|█████████▌| 4171/4340 [16:24<00:31,  5.29it/s]
 96%|█████████▌| 4172/4340 [16:24<00:31,  5.30it/s]
 96%|█████████▌| 4173/4340 [16:24<00:33,  5.01it/s]
 96%|█████████▌| 4174/4340 [16:25<00:38,  4.31it/s]
 96%|█████████▌| 4175/4340 [16:25<00:39,  4.13it/s]
 96%|█████████▌| 4176/4340 [16:25<00:41,  3.93it/s]
 96%|█████████▌| 4177/4340 [16:25<00:36,  4.48it/s]
 96%|█████████▋| 4178/4340 [16:26<00:36,  4.45it/s]
 96%|█████████▋| 4179/4340 [16:26<00:36,  4.39it/s]
 96%|█████████▋| 4180/4340 [16:26<00:35,  4.56it/s]
 96%|█████████▋| 4181/4340 [16:26<00:38,  4.17it/s]
 96%|█████████▋| 4182/4340 [16:26<00:37,  4.24it/s]
 96%|█████████▋| 4183/4340 [16:27<00:36,  4.35it/s]
 96%|█████████▋| 4184/4340 [16:27<00:33,  4.62it/s]
 96%|█████████▋| 4185/4340 [16:27<00:33,  4.68it/s]
 96%|█████████▋| 4186/4340 [16:27<00:33,  4.54it/s]
 96%|█████████▋| 4187/4340 [16:27<00:29,  5.11it/s]
 96%|█████████▋| 4188/4340 [16:28<00:28,  5.33it/s]
 97%|█████████▋| 4189/4340 [16:28<00:29,  5.05it/s]
 97%|█████████▋| 4190/4340 [16:28<00:30,  4.94it/s]
 97%|█████████▋| 4191/4340 [16:28<00:27,  5.47it/s]
 97%|█████████▋| 4192/4340 [16:28<00:26,  5.52it/s]
 97%|█████████▋| 4193/4340 [16:29<00:28,  5.13it/s]
 97%|█████████▋| 4194/4340 [16:29<00:25,  5.73it/s]
 97%|█████████▋| 4195/4340 [16:29<00:25,  5.75it/s]
 97%|█████████▋| 4196/4340 [16:29<00:25,  5.67it/s]
 97%|█████████▋| 4197/4340 [16:29<00:25,  5.59it/s]
 97%|█████████▋| 4198/4340 [16:30<00:34,  4.08it/s]
 97%|█████████▋| 4199/4340 [16:30<00:30,  4.62it/s]
 97%|█████████▋| 4200/4340 [16:30<00:30,  4.57it/s]
 97%|█████████▋| 4201/4340 [16:30<00:29,  4.79it/s]
 97%|█████████▋| 4202/4340 [16:30<00:26,  5.30it/s]
 97%|█████████▋| 4203/4340 [16:31<00:24,  5.56it/s]
 97%|█████████▋| 4204/4340 [16:31<00:25,  5.30it/s]
 97%|█████████▋| 4205/4340 [16:31<00:29,  4.54it/s]
 97%|█████████▋| 4206/4340 [16:31<00:28,  4.77it/s]
 97%|█████████▋| 4207/4340 [16:31<00:25,  5.15it/s]
 97%|█████████▋| 4208/4340 [16:32<00:26,  5.07it/s]
 97%|█████████▋| 4209/4340 [16:32<00:33,  3.96it/s]
 97%|█████████▋| 4210/4340 [16:32<00:30,  4.23it/s]
 97%|█████████▋| 4211/4340 [16:32<00:31,  4.14it/s]
 97%|█████████▋| 4212/4340 [16:33<00:39,  3.23it/s]
 97%|█████████▋| 4213/4340 [16:33<00:34,  3.64it/s]
 97%|█████████▋| 4214/4340 [16:33<00:30,  4.07it/s]
 97%|█████████▋| 4215/4340 [16:33<00:27,  4.46it/s]
 97%|█████████▋| 4216/4340 [16:34<00:28,  4.32it/s]
 97%|█████████▋| 4217/4340 [16:34<00:27,  4.46it/s]
 97%|█████████▋| 4218/4340 [16:34<00:26,  4.68it/s]
 97%|█████████▋| 4219/4340 [16:34<00:27,  4.33it/s]
 97%|█████████▋| 4220/4340 [16:35<00:25,  4.63it/s]
 97%|█████████▋| 4221/4340 [16:35<00:23,  5.03it/s]
 97%|█████████▋| 4222/4340 [16:35<00:23,  5.10it/s]
 97%|█████████▋| 4223/4340 [16:35<00:21,  5.45it/s]
 97%|█████████▋| 4224/4340 [16:35<00:21,  5.31it/s]
 97%|█████████▋| 4225/4340 [16:35<00:21,  5.44it/s]
 97%|█████████▋| 4226/4340 [16:36<00:24,  4.66it/s]
 97%|█████████▋| 4227/4340 [16:36<00:22,  5.02it/s]
 97%|█████████▋| 4228/4340 [16:36<00:22,  4.96it/s]
 97%|█████████▋| 4229/4340 [16:36<00:22,  5.02it/s]
 97%|█████████▋| 4230/4340 [16:36<00:22,  4.88it/s]
 97%|█████████▋| 4231/4340 [16:37<00:24,  4.53it/s]
 98%|█████████▊| 4232/4340 [16:37<00:22,  4.72it/s]
 98%|█████████▊| 4233/4340 [16:37<00:21,  4.96it/s]
 98%|█████████▊| 4234/4340 [16:37<00:20,  5.23it/s]
 98%|█████████▊| 4235/4340 [16:37<00:20,  5.17it/s]
 98%|█████████▊| 4236/4340 [16:38<00:21,  4.94it/s]
 98%|█████████▊| 4237/4340 [16:38<00:21,  4.85it/s]
 98%|█████████▊| 4238/4340 [16:38<00:21,  4.70it/s]
 98%|█████████▊| 4239/4340 [16:38<00:19,  5.12it/s]
 98%|█████████▊| 4240/4340 [16:38<00:19,  5.25it/s]
 98%|█████████▊| 4241/4340 [16:39<00:18,  5.37it/s]
 98%|█████████▊| 4242/4340 [16:39<00:19,  5.05it/s]
 98%|█████████▊| 4243/4340 [16:39<00:18,  5.31it/s]
 98%|█████████▊| 4244/4340 [16:39<00:17,  5.60it/s]
 98%|█████████▊| 4245/4340 [16:39<00:17,  5.38it/s]
 98%|█████████▊| 4246/4340 [16:40<00:18,  5.15it/s]
 98%|█████████▊| 4247/4340 [16:40<00:18,  5.06it/s]
 98%|█████████▊| 4248/4340 [16:40<00:18,  5.10it/s]
 98%|█████████▊| 4249/4340 [16:40<00:17,  5.18it/s]
 98%|█████████▊| 4250/4340 [16:40<00:17,  5.24it/s]
 98%|█████████▊| 4251/4340 [16:41<00:16,  5.27it/s]
 98%|█████████▊| 4252/4340 [16:41<00:16,  5.27it/s]
 98%|█████████▊| 4253/4340 [16:41<00:16,  5.42it/s]
 98%|█████████▊| 4254/4340 [16:41<00:16,  5.06it/s]
 98%|█████████▊| 4255/4340 [16:41<00:16,  5.20it/s]
 98%|█████████▊| 4256/4340 [16:42<00:16,  5.14it/s]
 98%|█████████▊| 4257/4340 [16:42<00:15,  5.50it/s]
 98%|█████████▊| 4258/4340 [16:42<00:17,  4.82it/s]
 98%|█████████▊| 4259/4340 [16:42<00:15,  5.21it/s]
 98%|█████████▊| 4260/4340 [16:42<00:16,  4.96it/s]
 98%|█████████▊| 4261/4340 [16:42<00:14,  5.45it/s]
 98%|█████████▊| 4262/4340 [16:43<00:15,  4.98it/s]
 98%|█████████▊| 4263/4340 [16:43<00:16,  4.66it/s]
 98%|█████████▊| 4264/4340 [16:43<00:15,  4.75it/s]
 98%|█████████▊| 4265/4340 [16:43<00:14,  5.05it/s]
 98%|█████████▊| 4266/4340 [16:44<00:13,  5.30it/s]
 98%|█████████▊| 4267/4340 [16:44<00:13,  5.37it/s]
 98%|█████████▊| 4268/4340 [16:44<00:13,  5.35it/s]
 98%|█████████▊| 4269/4340 [16:44<00:13,  5.38it/s]
 98%|█████████▊| 4270/4340 [16:44<00:14,  4.82it/s]
 98%|█████████▊| 4271/4340 [16:45<00:14,  4.65it/s]
 98%|█████████▊| 4272/4340 [16:45<00:13,  4.95it/s]
 98%|█████████▊| 4273/4340 [16:45<00:14,  4.57it/s]
 98%|█████████▊| 4274/4340 [16:45<00:14,  4.66it/s]
 99%|█████████▊| 4275/4340 [16:45<00:15,  4.24it/s]
 99%|█████████▊| 4276/4340 [16:46<00:13,  4.60it/s]
 99%|█████████▊| 4277/4340 [16:46<00:12,  4.89it/s]
 99%|█████████▊| 4278/4340 [16:46<00:12,  4.96it/s]
 99%|█████████▊| 4279/4340 [16:46<00:11,  5.37it/s]
 99%|█████████▊| 4280/4340 [16:46<00:11,  5.37it/s]
 99%|█████████▊| 4281/4340 [16:47<00:11,  5.22it/s]
 99%|█████████▊| 4282/4340 [16:47<00:11,  4.85it/s]
 99%|█████████▊| 4283/4340 [16:47<00:11,  5.06it/s]
 99%|█████████▊| 4284/4340 [16:47<00:11,  4.99it/s]
 99%|█████████▊| 4285/4340 [16:47<00:10,  5.14it/s]
 99%|█████████▉| 4286/4340 [16:48<00:10,  4.99it/s]
 99%|█████████▉| 4287/4340 [16:48<00:10,  4.86it/s]
 99%|█████████▉| 4288/4340 [16:48<00:11,  4.68it/s]
 99%|█████████▉| 4289/4340 [16:48<00:11,  4.26it/s]
 99%|█████████▉| 4290/4340 [16:49<00:11,  4.39it/s]
 99%|█████████▉| 4291/4340 [16:49<00:11,  4.32it/s]
 99%|█████████▉| 4292/4340 [16:49<00:11,  4.27it/s]
 99%|█████████▉| 4293/4340 [16:49<00:09,  4.71it/s]
 99%|█████████▉| 4294/4340 [16:49<00:08,  5.16it/s]
 99%|█████████▉| 4295/4340 [16:49<00:08,  5.58it/s]
 99%|█████████▉| 4296/4340 [16:50<00:08,  5.27it/s]
 99%|█████████▉| 4297/4340 [16:50<00:08,  4.89it/s]
 99%|█████████▉| 4298/4340 [16:50<00:08,  5.18it/s]
 99%|█████████▉| 4299/4340 [16:50<00:07,  5.45it/s]
 99%|█████████▉| 4300/4340 [16:50<00:07,  5.25it/s]
 99%|█████████▉| 4301/4340 [16:51<00:07,  4.93it/s]
 99%|█████████▉| 4302/4340 [16:51<00:07,  5.25it/s]
 99%|█████████▉| 4303/4340 [16:51<00:06,  5.52it/s]
 99%|█████████▉| 4304/4340 [16:51<00:06,  5.67it/s]
 99%|█████████▉| 4305/4340 [16:51<00:06,  5.40it/s]
 99%|█████████▉| 4306/4340 [16:52<00:06,  5.26it/s]
 99%|█████████▉| 4307/4340 [16:52<00:05,  5.63it/s]
 99%|█████████▉| 4308/4340 [16:52<00:06,  5.32it/s]
 99%|█████████▉| 4309/4340 [16:52<00:05,  5.50it/s]
 99%|█████████▉| 4310/4340 [16:52<00:05,  5.52it/s]
 99%|█████████▉| 4311/4340 [16:52<00:05,  5.60it/s]
 99%|█████████▉| 4312/4340 [16:53<00:05,  5.59it/s]
 99%|█████████▉| 4313/4340 [16:53<00:05,  5.06it/s]
 99%|█████████▉| 4314/4340 [16:53<00:05,  4.74it/s]
 99%|█████████▉| 4315/4340 [16:53<00:05,  4.84it/s]
 99%|█████████▉| 4316/4340 [16:53<00:04,  5.19it/s]
 99%|█████████▉| 4317/4340 [16:54<00:04,  5.23it/s]
 99%|█████████▉| 4318/4340 [16:54<00:04,  5.43it/s]
+[INFO|configuration_utils.py:472] 2024-08-30 21:41:16,780 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4340/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 21:41:17,664 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4340/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:41:17,665 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4340/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:41:17,666 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4340/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:41:20,153 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:41:20,153 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
+[INFO|trainer.py:805] 2024-08-30 21:41:20,216 >> The following columns in the evaluation set don't have a corresponding argument in `BertForTokenClassification.forward` and have been ignored: tokens, id, ner_tags. If tokens, id, ner_tags are not expected by `BertForTokenClassification.forward`,  you can safely ignore this message.
+[INFO|trainer.py:3788] 2024-08-30 21:41:20,219 >> 
+***** Running Evaluation *****
+[INFO|trainer.py:3790] 2024-08-30 21:41:20,219 >>   Num examples = 6946
+[INFO|trainer.py:3793] 2024-08-30 21:41:20,219 >>   Batch size = 8
+{'eval_loss': 0.0071532572619616985, 'eval_precision': 0.9267161410018553, 'eval_recall': 0.9310344827586207, 'eval_f1': 0.9288702928870293, 'eval_accuracy': 0.9986813830826333, 'eval_runtime': 13.5255, 'eval_samples_per_second': 513.548, 'eval_steps_per_second': 64.249, 'epoch': 9.0}
+{'loss': 0.0004, 'grad_norm': 0.0045371875166893005, 'learning_rate': 3.9170506912442395e-06, 'epoch': 9.22}
+
+
  0%|          | 0/869 [00:00<?, ?it/s]
+
  1%|          | 9/869 [00:00<00:09, 87.72it/s]
+
  2%|▏         | 18/869 [00:00<00:09, 85.89it/s]
+
  3%|▎         | 27/869 [00:00<00:09, 87.01it/s]
+
  4%|▍         | 36/869 [00:00<00:09, 87.63it/s]
+
  5%|▌         | 46/869 [00:00<00:09, 89.92it/s]
+
  6%|▋         | 56/869 [00:00<00:08, 92.51it/s]
+
  8%|▊         | 66/869 [00:00<00:08, 89.59it/s]
+
  9%|▊         | 76/869 [00:00<00:08, 91.54it/s]
+
 10%|▉         | 86/869 [00:00<00:08, 93.06it/s]
+
 11%|█         | 96/869 [00:01<00:08, 94.44it/s]
+
 12%|█▏        | 106/869 [00:01<00:08, 92.17it/s]
+
 13%|█▎        | 116/869 [00:01<00:08, 88.87it/s]
+
 14%|█▍        | 125/869 [00:01<00:08, 87.94it/s]
+
 16%|█▌        | 135/869 [00:01<00:08, 89.84it/s]
+
 17%|█▋        | 145/869 [00:01<00:08, 87.93it/s]
+
 18%|█▊        | 155/869 [00:01<00:08, 87.17it/s]
+
 19%|█▉        | 164/869 [00:01<00:08, 86.94it/s]
+
 20%|█▉        | 173/869 [00:01<00:07, 87.40it/s]
+
 21%|██        | 183/869 [00:02<00:07, 88.73it/s]
+
 22%|██▏       | 192/869 [00:02<00:07, 87.43it/s]
+
 23%|██▎       | 201/869 [00:02<00:07, 87.41it/s]
+
 24%|██▍       | 211/869 [00:02<00:07, 88.70it/s]
+
 25%|██▌       | 221/869 [00:02<00:07, 90.20it/s]
+
 27%|██▋       | 231/869 [00:02<00:07, 82.21it/s]
+
 28%|██▊       | 240/869 [00:02<00:07, 82.93it/s]
+
 29%|██▊       | 249/869 [00:02<00:07, 82.43it/s]
+
 30%|██▉       | 259/869 [00:02<00:07, 84.04it/s]
+
 31%|███       | 268/869 [00:03<00:07, 83.75it/s]
+
 32%|███▏      | 277/869 [00:03<00:06, 84.81it/s]
+
 33%|███▎      | 286/869 [00:03<00:06, 83.79it/s]
+
 34%|███▍      | 295/869 [00:03<00:06, 83.63it/s]
+
 35%|███▍      | 304/869 [00:03<00:06, 84.23it/s]
+
 36%|███▌      | 313/869 [00:03<00:06, 83.98it/s]
+
 37%|███▋      | 322/869 [00:03<00:06, 83.23it/s]
+
 38%|███▊      | 332/869 [00:03<00:06, 87.08it/s]
+
 39%|███▉      | 342/869 [00:03<00:06, 86.20it/s]
+
 40%|████      | 351/869 [00:04<00:06, 85.46it/s]
+
 42%|████▏     | 361/869 [00:04<00:05, 89.03it/s]
+
 43%|████▎     | 370/869 [00:04<00:05, 88.26it/s]
+
 44%|████▎     | 379/869 [00:04<00:05, 83.38it/s]
+
 45%|████▍     | 388/869 [00:04<00:05, 83.56it/s]
+
 46%|████▌     | 397/869 [00:04<00:05, 81.95it/s]
+
 47%|████▋     | 406/869 [00:04<00:05, 83.70it/s]
+
 48%|████▊     | 416/869 [00:04<00:05, 87.58it/s]
+
 49%|████▉     | 426/869 [00:04<00:04, 89.72it/s]
+
 50%|█████     | 436/869 [00:05<00:04, 87.58it/s]
+
 51%|█████     | 445/869 [00:05<00:04, 85.55it/s]
+
 52%|█████▏    | 455/869 [00:05<00:04, 88.10it/s]
+
 53%|█████▎    | 464/869 [00:05<00:04, 84.72it/s]
+
 55%|█████▍    | 474/869 [00:05<00:04, 88.13it/s]
+
 56%|█████▌    | 484/869 [00:05<00:04, 89.99it/s]
+
 57%|█████▋    | 494/869 [00:05<00:04, 84.71it/s]
+
 58%|█████▊    | 503/869 [00:05<00:04, 84.62it/s]
+
 59%|█████▉    | 513/869 [00:05<00:04, 86.92it/s]
+
 60%|██████    | 522/869 [00:06<00:04, 82.11it/s]
+
 61%|██████    | 531/869 [00:06<00:04, 83.71it/s]
+
 62%|██████▏   | 540/869 [00:06<00:03, 84.13it/s]
+
 63%|██████▎   | 549/869 [00:06<00:03, 83.54it/s]
+
 64%|██████▍   | 558/869 [00:06<00:03, 85.21it/s]
+
 65%|██████▌   | 568/869 [00:06<00:03, 86.72it/s]
+
 66%|██████▋   | 577/869 [00:06<00:03, 86.36it/s]
+
 67%|██████▋   | 586/869 [00:06<00:03, 85.47it/s]
+
 69%|██████▊   | 596/869 [00:06<00:03, 88.60it/s]
+
 70%|██████▉   | 606/869 [00:06<00:02, 90.15it/s]
+
 71%|███████   | 616/869 [00:07<00:02, 87.33it/s]
+
 72%|███████▏  | 626/869 [00:07<00:02, 89.33it/s]
+
 73%|███████▎  | 635/869 [00:07<00:02, 88.08it/s]
+
 74%|███████▍  | 644/869 [00:07<00:02, 87.07it/s]
+
 75%|███████▌  | 654/869 [00:07<00:02, 88.37it/s]
+
 76%|███████▋  | 664/869 [00:07<00:02, 89.19it/s]
+
 77%|███████▋  | 673/869 [00:07<00:02, 89.35it/s]
+
 78%|███████▊  | 682/869 [00:07<00:02, 81.86it/s]
+
 80%|███████▉  | 692/869 [00:07<00:02, 85.96it/s]
+
 81%|████████  | 701/869 [00:08<00:01, 85.19it/s]
+
 82%|████████▏ | 710/869 [00:08<00:01, 86.00it/s]
+
 83%|████████▎ | 719/869 [00:08<00:01, 87.00it/s]
+
 84%|████████▍ | 728/869 [00:08<00:01, 86.42it/s]
+
 85%|████████▍ | 737/869 [00:08<00:01, 85.05it/s]
+
 86%|████████▌ | 746/869 [00:08<00:01, 85.21it/s]
+
 87%|████████▋ | 755/869 [00:08<00:01, 86.56it/s]
+
 88%|████████▊ | 765/869 [00:08<00:01, 87.22it/s]
+
 89%|████████▉ | 774/869 [00:08<00:01, 85.64it/s]
+
 90%|█████████ | 783/869 [00:09<00:01, 81.41it/s]
+
 91%|█████████▏| 793/869 [00:09<00:00, 84.52it/s]
+
 92%|█████████▏| 802/869 [00:09<00:00, 83.75it/s]
+
 93%|█████████▎| 811/869 [00:09<00:00, 84.61it/s]
+
 94%|█████████▍| 821/869 [00:09<00:00, 87.14it/s]
+
 96%|█████████▌| 830/869 [00:09<00:00, 85.69it/s]
+
 97%|█████████▋| 840/869 [00:09<00:00, 88.13it/s]
+
 98%|█████████▊| 850/869 [00:09<00:00, 90.57it/s]
+
 99%|█████████▉| 860/869 [00:09<00:00, 86.89it/s]
                                                   
+
                                                 
+
+
                                                 [INFO|trainer.py:3478] 2024-08-30 21:41:34,028 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-4340
+[INFO|configuration_utils.py:472] 2024-08-30 21:41:34,030 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-4340/config.json
+[INFO|modeling_utils.py:2690] 2024-08-30 21:41:35,219 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-4340/model.safetensors
+[INFO|tokenization_utils_base.py:2574] 2024-08-30 21:41:35,220 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-4340/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2583] 2024-08-30 21:41:35,221 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-4340/special_tokens_map.json