QA-DeBERTa-v3-large-diff-binary

saiteki-kai/QA-DeBERTa-v3-large-diff-binary

QA-DeBERTa-v3-large-diff-binary is a text classification model from saiteki-kai. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: mit
Model type: deberta-v2
Access: Public
Created: Nov 27, 2025
Updated: Nov 28, 2025
SHA: 52d26e4b

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Base models

microsoft/deberta-v3-large

Datasets

beavertails

Model card

From the Hugging Face model README

QA-DeBERTa-v3-large-diff-binary

This model is a fine-tuned version of microsoft/deberta-v3-large on the saiteki-kai/Beavertails-it dataset. It achieves the following results on the evaluation set:

Loss: 0.0823
Accuracy: 0.6890
Macro F1: 0.6419
Macro Precision: 0.7045
Macro Recall: 0.6272
Micro F1: 0.7567
Micro Precision: 0.7754
Micro Recall: 0.7390
Flagged/accuracy: 0.8562
Flagged/precision: 0.8819
Flagged/recall: 0.8563
Flagged/f1: 0.8689
Flagged/aucpr: 0.9091
Flagged/fpr: 0.1439
Animal Abuse/accuracy: 0.9945
Animal Abuse/precision: 0.7337
Animal Abuse/recall: 0.8169
Animal Abuse/f1: 0.7730
Animal Abuse/fpr: 0.0034
Animal Abuse/threshold: 0.5
Child Abuse/accuracy: 0.9964
Child Abuse/precision: 0.7007
Child Abuse/recall: 0.6186
Child Abuse/f1: 0.6571
Child Abuse/fpr: 0.0015
Child Abuse/threshold: 0.5
Controversial Topics,politics/accuracy: 0.9715
Controversial Topics,politics/precision: 0.5467
Controversial Topics,politics/recall: 0.4099
Controversial Topics,politics/f1: 0.4685
Controversial Topics,politics/fpr: 0.0107
Controversial Topics,politics/threshold: 0.5
Discrimination,stereotype,injustice/accuracy: 0.9564
Discrimination,stereotype,injustice/precision: 0.7313
Discrimination,stereotype,injustice/recall: 0.7146
Discrimination,stereotype,injustice/f1: 0.7229
Discrimination,stereotype,injustice/fpr: 0.0227
Discrimination,stereotype,injustice/threshold: 0.5
Drug Abuse,weapons,banned Substance/accuracy: 0.9742
Drug Abuse,weapons,banned Substance/precision: 0.7637
Drug Abuse,weapons,banned Substance/recall: 0.7847
Drug Abuse,weapons,banned Substance/f1: 0.7741
Drug Abuse,weapons,banned Substance/fpr: 0.0145
Drug Abuse,weapons,banned Substance/threshold: 0.5
Financial Crime,property Crime,theft/accuracy: 0.9601
Financial Crime,property Crime,theft/precision: 0.7676
Financial Crime,property Crime,theft/recall: 0.8464
Financial Crime,property Crime,theft/f1: 0.8051
Financial Crime,property Crime,theft/fpr: 0.0276
Financial Crime,property Crime,theft/threshold: 0.5
Hate Speech,offensive Language/accuracy: 0.9506
Hate Speech,offensive Language/precision: 0.7660
Hate Speech,offensive Language/recall: 0.6462
Hate Speech,offensive Language/f1: 0.7010
Hate Speech,offensive Language/fpr: 0.0194
Hate Speech,offensive Language/threshold: 0.5
Misinformation Regarding Ethics,laws And Safety/accuracy: 0.9879
Misinformation Regarding Ethics,laws And Safety/precision: 0.5179
Misinformation Regarding Ethics,laws And Safety/recall: 0.0397
Misinformation Regarding Ethics,laws And Safety/f1: 0.0737
Misinformation Regarding Ethics,laws And Safety/fpr: 0.0005
Misinformation Regarding Ethics,laws And Safety/threshold: 0.5
Non Violent Unethical Behavior/accuracy: 0.8880
Non Violent Unethical Behavior/precision: 0.7571
Non Violent Unethical Behavior/recall: 0.6422
Non Violent Unethical Behavior/f1: 0.6950
Non Violent Unethical Behavior/fpr: 0.0511
Non Violent Unethical Behavior/threshold: 0.5
Privacy Violation/accuracy: 0.9809
Privacy Violation/precision: 0.7844
Privacy Violation/recall: 0.8439
Privacy Violation/f1: 0.8131
Privacy Violation/fpr: 0.0120
Privacy Violation/threshold: 0.5
Self Harm/accuracy: 0.9965
Self Harm/precision: 0.7672
Self Harm/recall: 0.7073
Self Harm/f1: 0.7360
Self Harm/fpr: 0.0015
Self Harm/threshold: 0.5
Sexually Explicit,adult Content/accuracy: 0.9843
Sexually Explicit,adult Content/precision: 0.6691
Sexually Explicit,adult Content/recall: 0.6876
Sexually Explicit,adult Content/f1: 0.6783
Sexually Explicit,adult Content/fpr: 0.0084
Sexually Explicit,adult Content/threshold: 0.5
Terrorism,organized Crime/accuracy: 0.9921
Terrorism,organized Crime/precision: 0.5180
Terrorism,organized Crime/recall: 0.1497
Terrorism,organized Crime/f1: 0.2323
Terrorism,organized Crime/fpr: 0.0011
Terrorism,organized Crime/threshold: 0.5
Violence,aiding And Abetting,incitement/accuracy: 0.9221
Violence,aiding And Abetting,incitement/precision: 0.8400
Violence,aiding And Abetting,incitement/recall: 0.8736
Violence,aiding And Abetting,incitement/f1: 0.8565
Violence,aiding And Abetting,incitement/fpr: 0.0603
Violence,aiding And Abetting,incitement/threshold: 0.5

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 6e-06
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1000
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Macro F1	Macro Precision	Macro Recall	Micro F1	Micro Precision	Micro Recall	Flagged/accuracy	Flagged/precision	Flagged/recall	Flagged/f1	Flagged/aucpr	Flagged/fpr	Animal Abuse/accuracy	Animal Abuse/precision	Animal Abuse/recall	Animal Abuse/f1	Animal Abuse/fpr	Animal Abuse/threshold	Child Abuse/accuracy	Child Abuse/precision	Child Abuse/recall	Child Abuse/f1	Child Abuse/fpr	Child Abuse/threshold	Controversial Topics,politics/accuracy	Controversial Topics,politics/precision	Controversial Topics,politics/recall	Controversial Topics,politics/f1	Controversial Topics,politics/fpr	Controversial Topics,politics/threshold	Discrimination,stereotype,injustice/accuracy	Discrimination,stereotype,injustice/precision	Discrimination,stereotype,injustice/recall	Discrimination,stereotype,injustice/f1	Discrimination,stereotype,injustice/fpr	Discrimination,stereotype,injustice/threshold	Drug Abuse,weapons,banned Substance/accuracy	Drug Abuse,weapons,banned Substance/precision	Drug Abuse,weapons,banned Substance/recall	Drug Abuse,weapons,banned Substance/f1	Drug Abuse,weapons,banned Substance/fpr	Drug Abuse,weapons,banned Substance/threshold	Financial Crime,property Crime,theft/accuracy	Financial Crime,property Crime,theft/precision	Financial Crime,property Crime,theft/recall	Financial Crime,property Crime,theft/f1	Financial Crime,property Crime,theft/fpr	Financial Crime,property Crime,theft/threshold	Hate Speech,offensive Language/accuracy	Hate Speech,offensive Language/precision	Hate Speech,offensive Language/recall	Hate Speech,offensive Language/f1	Hate Speech,offensive Language/fpr	Hate Speech,offensive Language/threshold	Misinformation Regarding Ethics,laws And Safety/accuracy	Misinformation Regarding Ethics,laws And Safety/precision	Misinformation Regarding Ethics,laws And Safety/recall	Misinformation Regarding Ethics,laws And Safety/f1	Misinformation Regarding Ethics,laws And Safety/fpr	Misinformation Regarding Ethics,laws And Safety/threshold	Non Violent Unethical Behavior/accuracy	Non Violent Unethical Behavior/precision	Non Violent Unethical Behavior/recall	Non Violent Unethical Behavior/f1	Non Violent Unethical Behavior/fpr	Non Violent Unethical Behavior/threshold	Privacy Violation/accuracy	Privacy Violation/precision	Privacy Violation/recall	Privacy Violation/f1	Privacy Violation/fpr	Privacy Violation/threshold	Self Harm/accuracy	Self Harm/precision	Self Harm/recall	Self Harm/f1	Self Harm/fpr	Self Harm/threshold	Sexually Explicit,adult Content/accuracy	Sexually Explicit,adult Content/precision	Sexually Explicit,adult Content/recall	Sexually Explicit,adult Content/f1	Sexually Explicit,adult Content/fpr	Sexually Explicit,adult Content/threshold	Terrorism,organized Crime/accuracy	Terrorism,organized Crime/precision	Terrorism,organized Crime/recall	Terrorism,organized Crime/f1	Terrorism,organized Crime/fpr	Terrorism,organized Crime/threshold	Violence,aiding And Abetting,incitement/accuracy	Violence,aiding And Abetting,incitement/precision	Violence,aiding And Abetting,incitement/recall	Violence,aiding And Abetting,incitement/f1	Violence,aiding And Abetting,incitement/fpr	Violence,aiding And Abetting,incitement/threshold
0.1083	0.2501	2114	0.1130	0.6085	0.3411	0.4110	0.3149	0.6512	0.7545	0.5727	0.7506	0.8428	0.6783	0.7517	0.8501	0.1587	0.9886	0.0	0.0	0.0	0.0	0.5	0.9945	0.0	0.0	0.0	0.0	0.5	0.9696	0.5889	0.0288	0.0549	0.0006	0.5	0.9447	0.6703	0.6002	0.6333	0.0255	0.5	0.9666	0.7537	0.6045	0.6709	0.0118	0.5	0.9483	0.7344	0.7342	0.7343	0.0286	0.5	0.9433	0.7487	0.5524	0.6357	0.0182	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8671	0.7463	0.5015	0.5999	0.0423	0.5	0.9691	0.7118	0.6295	0.6681	0.0132	0.5	0.9932	0.0	0.0	0.0	0.0	0.5	0.9759	0.0	0.0	0.0	0.0	0.5	0.9920	0.0	0.0	0.0	0.0	0.5	0.8852	0.8004	0.7574	0.7783	0.0685	0.5
0.0926	0.5001	4228	0.0946	0.6631	0.5346	0.5849	0.5048	0.7278	0.7570	0.7008	0.8376	0.8661	0.8376	0.8516	0.8970	0.1624	0.9934	0.8033	0.5640	0.6627	0.0016	0.5	0.9944	0.0	0.0	0.0	0.0000	0.5	0.9703	0.5190	0.4083	0.4570	0.0120	0.5	0.9519	0.6914	0.7146	0.7028	0.0276	0.5	0.9721	0.7609	0.7360	0.7482	0.0138	0.5	0.9584	0.7888	0.7814	0.7851	0.0226	0.5	0.9479	0.7665	0.6012	0.6739	0.0180	0.5	0.9878	0.0	0.0	0.0	0.0000	0.5	0.8717	0.6783	0.6739	0.6761	0.0793	0.5	0.9795	0.7860	0.8024	0.7941	0.0113	0.5	0.9956	0.9091	0.3902	0.5461	0.0003	0.5	0.9820	0.6392	0.5743	0.6050	0.0080	0.5	0.9920	0.0	0.0	0.0	0.0000	0.5	0.9127	0.8462	0.8212	0.8335	0.0541	0.5
0.0925	0.7502	6342	0.0900	0.6800	0.5825	0.6747	0.5344	0.7306	0.7992	0.6727	0.8361	0.8990	0.7948	0.8437	0.9040	0.1120	0.9947	0.8030	0.7108	0.7540	0.0020	0.5	0.9959	0.7821	0.3664	0.4990	0.0006	0.5	0.9697	0.5060	0.4381	0.4696	0.0135	0.5	0.9552	0.7742	0.6161	0.6862	0.0155	0.5	0.9720	0.7549	0.7442	0.7496	0.0144	0.5	0.9573	0.7522	0.8368	0.7922	0.0297	0.5	0.9497	0.8617	0.5221	0.6502	0.0082	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8843	0.8099	0.5458	0.6521	0.0318	0.5	0.9808	0.8489	0.7424	0.7921	0.0069	0.5	0.9964	0.7722	0.6780	0.7221	0.0014	0.5	0.9821	0.7173	0.4243	0.5332	0.0041	0.5	0.9919	0.2222	0.0042	0.0082	0.0001	0.5	0.9179	0.8414	0.8521	0.8467	0.0582	0.5
0.0899	1.0002	8456	0.0891	0.6763	0.6107	0.6765	0.5905	0.7413	0.7723	0.7126	0.8478	0.8806	0.8404	0.8600	0.9049	0.1430	0.9947	0.7768	0.7485	0.7624	0.0025	0.5	0.9965	0.748	0.5616	0.6415	0.0011	0.5	0.9714	0.5453	0.4017	0.4626	0.0106	0.5	0.9550	0.7257	0.6973	0.7112	0.0228	0.5	0.9698	0.6943	0.8299	0.7561	0.0218	0.5	0.9595	0.7922	0.7917	0.7919	0.0224	0.5	0.9504	0.8027	0.5916	0.6811	0.0143	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8837	0.7854	0.5710	0.6612	0.0387	0.5	0.9803	0.8176	0.7721	0.7942	0.0089	0.5	0.9965	0.7627	0.6976	0.7287	0.0015	0.5	0.9823	0.6211	0.6786	0.6486	0.0102	0.5	0.9921	0.5926	0.0333	0.0630	0.0002	0.5	0.9147	0.8070	0.8929	0.8477	0.0774	0.5
0.0843	1.2503	10570	0.0860	0.6788	0.6183	0.6730	0.6077	0.7472	0.7714	0.7244	0.8500	0.8739	0.8536	0.8636	0.9045	0.1545	0.9945	0.7432	0.7994	0.7703	0.0032	0.5	0.9959	0.6305	0.6456	0.6380	0.0021	0.5	0.9710	0.5347	0.4180	0.4692	0.0115	0.5	0.9529	0.6857	0.7521	0.7174	0.0298	0.5	0.9727	0.7441	0.7865	0.7647	0.0161	0.5	0.9604	0.8072	0.7794	0.7930	0.0201	0.5	0.9505	0.7883	0.6113	0.6886	0.0162	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8840	0.7542	0.6179	0.6792	0.0500	0.5	0.9802	0.7831	0.8287	0.8052	0.0119	0.5	0.9967	0.8070	0.6732	0.7340	0.0011	0.5	0.9829	0.6362	0.6731	0.6541	0.0095	0.5	0.9922	0.6765	0.0478	0.0893	0.0002	0.5	0.9195	0.8317	0.8744	0.8526	0.0641	0.5
0.0864	1.5004	12684	0.0851	0.6877	0.6259	0.6722	0.6070	0.7488	0.7857	0.7153	0.8499	0.8911	0.8319	0.8605	0.9083	0.1275	0.9948	0.7709	0.7776	0.7742	0.0027	0.5	0.9958	0.6124	0.6547	0.6328	0.0023	0.5	0.9730	0.5913	0.3849	0.4663	0.0084	0.5	0.9564	0.7592	0.6609	0.7066	0.0181	0.5	0.9719	0.7220	0.8160	0.7661	0.0188	0.5	0.9598	0.7669	0.8438	0.8035	0.0277	0.5	0.9511	0.8083	0.5958	0.6860	0.0139	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8868	0.7723	0.6106	0.6820	0.0447	0.5	0.9796	0.7663	0.8446	0.8035	0.0134	0.5	0.9965	0.7682	0.6951	0.7298	0.0014	0.5	0.9835	0.6662	0.6330	0.6492	0.0078	0.5	0.9922	0.5536	0.1289	0.2091	0.0008	0.5	0.9217	0.8531	0.8525	0.8528	0.0532	0.5
0.0851	1.7504	14798	0.0836	0.6871	0.6326	0.6835	0.6059	0.7496	0.7851	0.7171	0.8505	0.8845	0.8412	0.8623	0.9070	0.1378	0.9950	0.8016	0.7456	0.7726	0.0021	0.5	0.9964	0.6832	0.6607	0.6718	0.0017	0.5	0.9702	0.5164	0.4435	0.4772	0.0131	0.5	0.9570	0.7646	0.6634	0.7104	0.0176	0.5	0.9733	0.7647	0.7593	0.7620	0.0139	0.5	0.9594	0.7675	0.8359	0.8002	0.0273	0.5	0.9514	0.8158	0.5906	0.6852	0.0131	0.5	0.9878	0.0	0.0	0.0	0.0	0.5	0.8873	0.7778	0.6063	0.6814	0.0430	0.5	0.9802	0.7790	0.8355	0.8062	0.0123	0.5	0.9968	0.8192	0.6854	0.7463	0.0010	0.5	0.9842	0.6829	0.6399	0.6607	0.0073	0.5	0.9922	0.5610	0.1435	0.2285	0.0009	0.5	0.9204	0.8350	0.8734	0.8538	0.0625	0.5
0.0864	2.0005	16912	0.0837	0.6862	0.6272	0.7498	0.6067	0.7524	0.7773	0.7290	0.8534	0.8848	0.8467	0.8653	0.9084	0.1383	0.9947	0.7776	0.7471	0.7620	0.0025	0.5	0.9958	0.6016	0.6937	0.6444	0.0026	0.5	0.9731	0.6022	0.3632	0.4531	0.0076	0.5	0.9545	0.7012	0.7458	0.7228	0.0275	0.5	0.9740	0.7707	0.7655	0.7681	0.0136	0.5	0.9597	0.7733	0.8291	0.8002	0.0262	0.5	0.9516	0.8016	0.6101	0.6929	0.0149	0.5	0.9879	1.0	0.0014	0.0027	0.0	0.5	0.8844	0.7371	0.6503	0.6910	0.0575	0.5	0.9814	0.8234	0.7923	0.8076	0.0088	0.5	0.9966	0.7845	0.6927	0.7358	0.0013	0.5	0.9842	0.6944	0.6171	0.6535	0.0067	0.5	0.9923	0.5914	0.1143	0.1916	0.0006	0.5	0.9210	0.8380	0.8716	0.8545	0.0611	0.5
0.085	2.2505	19026	0.0840	0.6863	0.6373	0.7126	0.6125	0.7516	0.7745	0.7300	0.8526	0.8813	0.8497	0.8652	0.9073	0.1436	0.9949	0.7900	0.7544	0.7717	0.0023	0.5	0.9964	0.7228	0.5796	0.6433	0.0012	0.5	0.9713	0.5408	0.4245	0.4757	0.0114	0.5	0.9557	0.7255	0.7121	0.7188	0.0233	0.5	0.9738	0.7501	0.8021	0.7752	0.0160	0.5	0.9595	0.7665	0.8399	0.8015	0.0276	0.5	0.9506	0.7734	0.6341	0.6969	0.0183	0.5	0.9879	0.5217	0.0164	0.0318	0.0002	0.5	0.8864	0.7711	0.6095	0.6808	0.0449	0.5	0.9799	0.7710	0.8432	0.8055	0.0130	0.5	0.9966	0.7994	0.6610	0.7236	0.0011	0.5	0.9839	0.6858	0.6109	0.6462	0.0069	0.5	0.9922	0.5291	0.2079	0.2985	0.0015	0.5	0.9195	0.8285	0.8793	0.8532	0.0660	0.5
0.0818	2.5006	21140	0.0833	0.6820	0.6462	0.6949	0.6408	0.7544	0.7698	0.7397	0.8549	0.8702	0.8687	0.8695	0.9060	0.1625	0.9949	0.7687	0.7922	0.7802	0.0028	0.5	0.9961	0.6464	0.6697	0.6578	0.0020	0.5	0.9712	0.5370	0.4370	0.4819	0.0119	0.5	0.9565	0.7289	0.7215	0.7252	0.0232	0.5	0.9726	0.7229	0.8323	0.7738	0.0190	0.5	0.9599	0.7792	0.8209	0.7995	0.0251	0.5	0.9518	0.8093	0.6046	0.6921	0.0140	0.5	0.9879	0.5152	0.0233	0.0445	0.0003	0.5	0.8859	0.7418	0.6534	0.6948	0.0564	0.5	0.9791	0.7507	0.8618	0.8024	0.0149	0.5	0.9965	0.7639	0.7024	0.7319	0.0015	0.5	0.9835	0.6327	0.7464	0.6848	0.0107	0.5	0.9919	0.4874	0.2412	0.3227	0.0020	0.5	0.9217	0.8444	0.8653	0.8547	0.0578	0.5
0.0828	2.7507	23254	0.0817	0.6904	0.6398	0.7160	0.6090	0.7534	0.7915	0.7188	0.8538	0.8909	0.8401	0.8648	0.9100	0.1291	0.9952	0.8399	0.7166	0.7733	0.0016	0.5	0.9965	0.6990	0.6486	0.6729	0.0016	0.5	0.9726	0.5814	0.3800	0.4596	0.0086	0.5	0.9572	0.7577	0.6782	0.7158	0.0187	0.5	0.9743	0.7642	0.7868	0.7753	0.0145	0.5	0.9601	0.7716	0.8376	0.8032	0.0267	0.5	0.9517	0.8147	0.5960	0.6884	0.0133	0.5	0.9877	0.4364	0.0328	0.0611	0.0005	0.5	0.8885	0.7863	0.6028	0.6824	0.0406	0.5	0.9805	0.7840	0.8358	0.8091	0.0120	0.5	0.9964	0.7393	0.7195	0.7293	0.0017	0.5	0.9847	0.6981	0.6393	0.6674	0.0068	0.5	0.9921	0.5120	0.1767	0.2628	0.0014	0.5	0.9224	0.8400	0.8749	0.8571	0.0604	0.5
0.0838	3.0007	25368	0.0823	0.6890	0.6419	0.7045	0.6272	0.7567	0.7754	0.7390	0.8562	0.8819	0.8563	0.8689	0.9091	0.1439	0.9945	0.7337	0.8169	0.7730	0.0034	0.5	0.9964	0.7007	0.6186	0.6571	0.0015	0.5	0.9715	0.5467	0.4099	0.4685	0.0107	0.5	0.9564	0.7313	0.7146	0.7229	0.0227	0.5	0.9742	0.7637	0.7847	0.7741	0.0145	0.5	0.9601	0.7676	0.8464	0.8051	0.0276	0.5	0.9506	0.7660	0.6462	0.7010	0.0194	0.5	0.9879	0.5179	0.0397	0.0737	0.0005	0.5	0.8880	0.7571	0.6422	0.6950	0.0511	0.5	0.9809	0.7844	0.8439	0.8131	0.0120	0.5	0.9965	0.7672	0.7073	0.7360	0.0015	0.5	0.9843	0.6691	0.6876	0.6783	0.0084	0.5	0.9921	0.5180	0.1497	0.2323	0.0011	0.5	0.9221	0.8400	0.8736	0.8565	0.0603	0.5
0.076	3.2508	27482	0.0837	0.6856	0.6523	0.6858	0.6413	0.7526	0.7720	0.7342	0.8536	0.8839	0.8484	0.8658	0.9083	0.1397	0.9948	0.7901	0.7442	0.7665	0.0023	0.5	0.9962	0.6454	0.6997	0.6715	0.0021	0.5	0.9698	0.5085	0.4539	0.4796	0.0139	0.5	0.9565	0.7399	0.6987	0.7187	0.0212	0.5	0.9727	0.7286	0.8207	0.7719	0.0182	0.5	0.9598	0.7703	0.8370	0.8023	0.0269	0.5	0.9496	0.7531	0.6503	0.6979	0.0210	0.5	0.9874	0.3889	0.0575	0.1001	0.0011	0.5	0.8875	0.7667	0.6241	0.6880	0.0471	0.5	0.9803	0.7767	0.8422	0.8082	0.0126	0.5	0.9963	0.7240	0.7293	0.7266	0.0019	0.5	0.9847	0.7051	0.6247	0.6625	0.0064	0.5	0.9915	0.4609	0.3306	0.3850	0.0031	0.5	0.9212	0.8431	0.8649	0.8539	0.0584	0.5
0.0741	3.5008	29596	0.0826	0.6878	0.6431	0.7004	0.6257	0.7535	0.7799	0.7288	0.8538	0.8836	0.8492	0.8660	0.9084	0.1403	0.9947	0.7587	0.7907	0.7744	0.0029	0.5	0.9961	0.6364	0.6727	0.6540	0.0021	0.5	0.9719	0.5554	0.4164	0.4760	0.0105	0.5	0.9564	0.7443	0.6883	0.7152	0.0204	0.5	0.9743	0.7627	0.7897	0.7760	0.0147	0.5	0.9612	0.7918	0.8164	0.8039	0.0231	0.5	0.9497	0.7632	0.6352	0.6934	0.0194	0.5	0.9877	0.4430	0.0479	0.0864	0.0007	0.5	0.8875	0.7575	0.6381	0.6927	0.0507	0.5	0.9793	0.7563	0.8560	0.8031	0.0143	0.5	0.9965	0.7572	0.7073	0.7314	0.0016	0.5	0.9841	0.6743	0.6551	0.6646	0.0078	0.5	0.9923	0.5563	0.1850	0.2777	0.0012	0.5	0.9223	0.8491	0.8609	0.8549	0.0555	0.5
0.0773	3.7509	31710	0.0833	0.6846	0.6467	0.6959	0.6305	0.7526	0.7667	0.7391	0.8545	0.8831	0.8511	0.8668	0.9085	0.1413	0.9947	0.7646	0.7791	0.7718	0.0028	0.5	0.9963	0.6647	0.6667	0.6657	0.0019	0.5	0.9727	0.5781	0.4039	0.4756	0.0093	0.5	0.9534	0.6842	0.7686	0.7239	0.0307	0.5	0.9738	0.7611	0.7809	0.7708	0.0146	0.5	0.9605	0.7757	0.8364	0.8049	0.0261	0.5	0.9478	0.7263	0.6692	0.6966	0.0248	0.5	0.9875	0.4112	0.0602	0.1050	0.0011	0.5	0.8832	0.7214	0.6716	0.6956	0.0643	0.5	0.9811	0.8134	0.7997	0.8065	0.0095	0.5	0.9964	0.7481	0.7098	0.7284	0.0016	0.5	0.9844	0.6913	0.6330	0.6609	0.0070	0.5	0.9923	0.5444	0.2037	0.2965	0.0014	0.5	0.9214	0.8580	0.8443	0.8511	0.0506	0.5
0.077	4.0009	33824	0.0818	0.6855	0.6425	0.6875	0.6310	0.7528	0.7796	0.7277	0.8531	0.8802	0.8519	0.8659	0.9073	0.1454	0.9947	0.7700	0.7689	0.7695	0.0027	0.5	0.9963	0.6731	0.6306	0.6512	0.0017	0.5	0.9692	0.4970	0.4902	0.4936	0.0157	0.5	0.9559	0.7313	0.7044	0.7176	0.0224	0.5	0.9742	0.7716	0.7711	0.7713	0.0136	0.5	0.9603	0.7730	0.8383	0.8044	0.0265	0.5	0.9510	0.7896	0.6176	0.6931	0.0162	0.5	0.9874	0.3968	0.0684	0.1167	0.0013	0.5	0.8883	0.7764	0.6154	0.6866	0.0440	0.5	0.9809	0.7869	0.8415	0.8133	0.0118	0.5	0.9954	0.6315	0.7732	0.6952	0.0031	0.5	0.9839	0.6607	0.6835	0.6719	0.0087	0.5	0.9921	0.5159	0.1684	0.2539	0.0013	0.5	0.9231	0.8507	0.8623	0.8564	0.0549	0.5

Framework versions

Transformers 4.57.1
Pytorch 2.7.1+cu118
Datasets 4.4.1
Tokenizers 0.22.1

Task: Text Classification
Library: transformers
Type: deberta-v2
License: mit
Created: Nov 27, 2025
Updated: Nov 28, 2025