Training Loss	Epoch	Step	Validation Loss	Overall Precision	Overall Recall	Overall F1	Overall Accuracy	Corporation F1	Creative-work F1	Group F1	Location F1	Person F1	Product F1
0.0215	1.0	213	0.2913	0.7026	0.5905	0.6417	0.9507	0.2832	0.4444	0.2975	0.6854	0.7788	0.4015
0.0213	2.0	426	0.3052	0.6774	0.5772	0.6233	0.9495	0.2830	0.3483	0.3231	0.6857	0.7728	0.3794
0.0288	3.0	639	0.3378	0.7061	0.5507	0.6188	0.9467	0.3077	0.4184	0.3529	0.6222	0.7532	0.3910
0.0124	4.0	852	0.2712	0.6574	0.6121	0.6340	0.9502	0.3077	0.4842	0.3167	0.6809	0.7735	0.3986
0.0208	5.0	1065	0.2905	0.7108	0.6063	0.6544	0.9518	0.3063	0.4286	0.3419	0.7052	0.7913	0.4223
0.0071	6.0	1278	0.3189	0.6756	0.5847	0.6269	0.9494	0.2759	0.4380	0.3256	0.6744	0.7781	0.3779
0.0073	7.0	1491	0.3593	0.7330	0.5540	0.6310	0.9476	0.3061	0.4388	0.3784	0.6946	0.7631	0.3374
0.0135	8.0	1704	0.3564	0.6875	0.5482	0.6100	0.9471	0.34	0.4179	0.3088	0.6632	0.7486	0.3695
0.0097	9.0	1917	0.3085	0.6598	0.6395	0.6495	0.9516	0.3111	0.4609	0.3836	0.7090	0.7906	0.4083
0.0108	10.0	2130	0.3045	0.6605	0.6478	0.6541	0.9509	0.3529	0.4580	0.3649	0.6897	0.7843	0.4387
0.013	11.0	2343	0.3383	0.6788	0.6179	0.6470	0.9507	0.2783	0.4248	0.3358	0.7368	0.7958	0.3655
0.0076	12.0	2556	0.3617	0.6920	0.5523	0.6143	0.9474	0.2708	0.3985	0.3333	0.6740	0.7566	0.3525
0.0042	13.0	2769	0.3747	0.6896	0.5664	0.6220	0.9473	0.2478	0.3915	0.3521	0.6561	0.7742	0.3539
0.0049	14.0	2982	0.3376	0.6803	0.6096	0.6430	0.9509	0.2975	0.4436	0.3624	0.6834	0.7902	0.3887

metric_type	train	validation	test
loss	0.012030	0.271155	0.273943
runtime	16.292400	5.068800	8.596800
samples_per_second	208.318000	199.060000	149.707000
steps_per_second	13.074000	12.626000	9.422000
corporation_f1	0.936877	0.307692	0.368627
person_f1	0.984252	0.773455	0.689826
product_f1	0.893246	0.398625	0.270423
creative-work_f1	0.880562	0.484211	0.415274
group_f1	0.975547	0.316667	0.411348
location_f1	0.978887	0.680851	0.638695
overall_accuracy	0.997709	0.950244	0.949920
overall_f1	0.961113	0.633978	0.550816
overall_precision	0.956337	0.657449	0.615483
overall_recall	0.965938	0.612126	0.498446

socialmediaie/bertweet-base_wnut17_ner

Bertweet-base finetuned on wnut17_ner