Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	Precision Macro	Recall Macro	Macro Fpr	Weighted Fpr	Weighted Specificity	Macro Specificity	Weighted Sensitivity	Macro Sensitivity	F1 Micro	F1 Macro	F1 Weighted
1.1096	1.0	643	0.6748	0.7978	0.7855	0.7978	0.6239	0.6340	0.0188	0.0178	0.9702	0.9845	0.7978	0.6340	0.7978	0.6134	0.7840
0.6187	2.0	1286	0.6449	0.8110	0.8196	0.8110	0.7806	0.7327	0.0169	0.0164	0.9755	0.9858	0.8110	0.7327	0.8110	0.7268	0.8090
0.4747	3.0	1929	0.8151	0.8149	0.8192	0.8149	0.7659	0.7390	0.0166	0.0160	0.9761	0.9861	0.8149	0.7390	0.8149	0.7370	0.8125
0.2645	4.0	2572	0.9345	0.8218	0.8198	0.8218	0.7446	0.7413	0.0158	0.0152	0.9774	0.9866	0.8218	0.7413	0.8218	0.7385	0.8189
0.1901	5.0	3215	1.0929	0.8195	0.8242	0.8195	0.8264	0.7432	0.0161	0.0155	0.9750	0.9863	0.8195	0.7432	0.8195	0.7595	0.8166
0.1131	6.0	3858	1.1536	0.8203	0.8212	0.8203	0.7968	0.7786	0.0159	0.0154	0.9766	0.9865	0.8203	0.7786	0.8203	0.7840	0.8197
0.063	7.0	4501	1.3218	0.8118	0.8184	0.8118	0.7518	0.7526	0.0166	0.0163	0.9773	0.9859	0.8118	0.7526	0.8118	0.7495	0.8136
0.0264	8.0	5144	1.3863	0.8257	0.8262	0.8257	0.7784	0.7768	0.0155	0.0149	0.9768	0.9868	0.8257	0.7768	0.8257	0.7730	0.8247
0.03	9.0	5787	1.5542	0.8079	0.8167	0.8079	0.7639	0.7653	0.0172	0.0167	0.9744	0.9855	0.8079	0.7653	0.8079	0.7595	0.8096
0.0149	10.0	6430	1.5835	0.8141	0.8155	0.8141	0.7545	0.7361	0.0168	0.0160	0.9730	0.9858	0.8141	0.7361	0.8141	0.7412	0.8127
0.005	11.0	7073	1.5325	0.8242	0.8250	0.8242	0.7805	0.7812	0.0156	0.0150	0.9758	0.9867	0.8242	0.7812	0.8242	0.7681	0.8226
0.003	12.0	7716	1.5714	0.8288	0.8299	0.8288	0.7701	0.7679	0.0152	0.0145	0.9765	0.9870	0.8288	0.7679	0.8288	0.7626	0.8276
0.0033	13.0	8359	1.5511	0.8249	0.8219	0.8249	0.7676	0.7598	0.0156	0.0149	0.9760	0.9867	0.8249	0.7598	0.8249	0.7608	0.8225
0.0018	14.0	9002	1.5510	0.8249	0.8225	0.8249	0.7686	0.7554	0.0155	0.0149	0.9767	0.9868	0.8249	0.7554	0.8249	0.7572	0.8224
0.0008	15.0	9645	1.5469	0.8242	0.8220	0.8242	0.7660	0.7548	0.0156	0.0150	0.9766	0.9867	0.8242	0.7548	0.8242	0.7566	0.8221

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2

xshubhamx/legal-bert-base-uncased

legal-bert-base-uncased

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

xshubhamx/
legal-bert-base-uncased