ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k12_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6881
• Qwk: 0.7309
• Mse: 0.6881
• Rmse: 0.8295

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: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0290	2	5.5620	-0.0294	5.5620	2.3584
No log	0.0580	4	3.0921	0.0476	3.0921	1.7584
No log	0.0870	6	1.9413	0.1209	1.9413	1.3933
No log	0.1159	8	1.2399	0.2613	1.2399	1.1135
No log	0.1449	10	1.2612	0.1324	1.2612	1.1230
No log	0.1739	12	1.4067	0.2071	1.4067	1.1860
No log	0.2029	14	1.3225	0.1596	1.3225	1.1500
No log	0.2319	16	1.4949	0.0401	1.4949	1.2227
No log	0.2609	18	1.5831	-0.0309	1.5831	1.2582
No log	0.2899	20	1.5656	0.0234	1.5656	1.2512
No log	0.3188	22	1.5064	0.0583	1.5064	1.2274
No log	0.3478	24	1.3210	0.1586	1.3210	1.1494
No log	0.3768	26	1.0835	0.3211	1.0835	1.0409
No log	0.4058	28	1.0336	0.3131	1.0336	1.0167
No log	0.4348	30	1.0925	0.3144	1.0925	1.0452
No log	0.4638	32	1.2731	0.3621	1.2731	1.1283
No log	0.4928	34	1.2230	0.3594	1.2230	1.1059
No log	0.5217	36	0.9008	0.5853	0.9008	0.9491
No log	0.5507	38	0.9088	0.4887	0.9088	0.9533
No log	0.5797	40	0.9351	0.5275	0.9351	0.9670
No log	0.6087	42	1.1633	0.5289	1.1633	1.0786
No log	0.6377	44	2.0468	0.2467	2.0468	1.4307
No log	0.6667	46	2.5262	0.1806	2.5262	1.5894
No log	0.6957	48	2.5639	0.1800	2.5639	1.6012
No log	0.7246	50	1.9821	0.2710	1.9821	1.4079
No log	0.7536	52	1.3027	0.3822	1.3027	1.1414
No log	0.7826	54	1.0587	0.4869	1.0587	1.0289
No log	0.8116	56	1.1123	0.4503	1.1123	1.0546
No log	0.8406	58	1.3230	0.4296	1.3230	1.1502
No log	0.8696	60	1.2256	0.4516	1.2256	1.1070
No log	0.8986	62	1.0804	0.5167	1.0804	1.0394
No log	0.9275	64	0.7949	0.6431	0.7949	0.8916
No log	0.9565	66	0.7787	0.6854	0.7787	0.8824
No log	0.9855	68	0.8112	0.7210	0.8112	0.9007
No log	1.0145	70	0.7725	0.7158	0.7725	0.8789
No log	1.0435	72	0.8112	0.6825	0.8112	0.9007
No log	1.0725	74	1.1632	0.5902	1.1632	1.0785
No log	1.1014	76	1.3431	0.5068	1.3431	1.1589
No log	1.1304	78	1.2732	0.5562	1.2732	1.1284
No log	1.1594	80	0.9648	0.6344	0.9648	0.9823
No log	1.1884	82	0.7958	0.6932	0.7958	0.8921
No log	1.2174	84	0.7952	0.7030	0.7952	0.8917
No log	1.2464	86	0.8587	0.6188	0.8587	0.9267
No log	1.2754	88	1.0610	0.5800	1.0610	1.0301
No log	1.3043	90	1.3753	0.3957	1.3753	1.1727
No log	1.3333	92	1.3813	0.3579	1.3813	1.1753
No log	1.3623	94	1.1540	0.4689	1.1540	1.0742
No log	1.3913	96	0.8159	0.6361	0.8159	0.9033
No log	1.4203	98	0.6431	0.6894	0.6431	0.8019
No log	1.4493	100	0.6623	0.7117	0.6623	0.8138
No log	1.4783	102	0.6866	0.7217	0.6866	0.8286
No log	1.5072	104	0.7142	0.6915	0.7142	0.8451
No log	1.5362	106	0.9015	0.6769	0.9015	0.9495
No log	1.5652	108	1.0099	0.6176	1.0099	1.0049
No log	1.5942	110	0.8955	0.6706	0.8955	0.9463
No log	1.6232	112	0.8213	0.7028	0.8213	0.9063
No log	1.6522	114	0.7119	0.7218	0.7119	0.8438
No log	1.6812	116	0.7317	0.7493	0.7317	0.8554
No log	1.7101	118	0.7176	0.7516	0.7176	0.8471
No log	1.7391	120	0.6469	0.7523	0.6469	0.8043
No log	1.7681	122	0.6381	0.7141	0.6381	0.7988
No log	1.7971	124	0.6833	0.6981	0.6833	0.8266
No log	1.8261	126	0.8113	0.6476	0.8113	0.9007
No log	1.8551	128	0.7973	0.6281	0.7973	0.8929
No log	1.8841	130	0.7562	0.6692	0.7562	0.8696
No log	1.9130	132	0.6848	0.6958	0.6848	0.8275
No log	1.9420	134	0.6843	0.7018	0.6843	0.8272
No log	1.9710	136	0.6715	0.7444	0.6715	0.8194
No log	2.0	138	0.6577	0.7444	0.6577	0.8110
No log	2.0290	140	0.6504	0.7444	0.6504	0.8065
No log	2.0580	142	0.6734	0.7583	0.6734	0.8206
No log	2.0870	144	0.7853	0.6891	0.7853	0.8862
No log	2.1159	146	0.7779	0.6993	0.7779	0.8820
No log	2.1449	148	0.6599	0.7668	0.6599	0.8123
No log	2.1739	150	0.6677	0.7351	0.6677	0.8172
No log	2.2029	152	0.6690	0.7296	0.6690	0.8179
No log	2.2319	154	0.6664	0.7206	0.6664	0.8163
No log	2.2609	156	0.6686	0.7197	0.6686	0.8177
No log	2.2899	158	0.6701	0.6804	0.6701	0.8186
No log	2.3188	160	0.6507	0.7045	0.6507	0.8067
No log	2.3478	162	0.6924	0.6807	0.6924	0.8321
No log	2.3768	164	0.7074	0.6734	0.7074	0.8411
No log	2.4058	166	0.7225	0.6702	0.7225	0.8500
No log	2.4348	168	0.6655	0.7235	0.6655	0.8158
No log	2.4638	170	0.6997	0.7150	0.6997	0.8365
No log	2.4928	172	0.7858	0.6889	0.7858	0.8865
No log	2.5217	174	0.7873	0.7025	0.7873	0.8873
No log	2.5507	176	0.6840	0.6989	0.6840	0.8270
No log	2.5797	178	0.6275	0.7065	0.6275	0.7922
No log	2.6087	180	0.6353	0.7117	0.6353	0.7971
No log	2.6377	182	0.6408	0.6978	0.6408	0.8005
No log	2.6667	184	0.6581	0.6997	0.6581	0.8112
No log	2.6957	186	0.6894	0.6964	0.6894	0.8303
No log	2.7246	188	0.7327	0.7322	0.7327	0.8560
No log	2.7536	190	0.7493	0.7370	0.7493	0.8656
No log	2.7826	192	0.7536	0.7402	0.7536	0.8681
No log	2.8116	194	0.7588	0.7220	0.7588	0.8711
No log	2.8406	196	0.7669	0.7490	0.7669	0.8757
No log	2.8696	198	0.8755	0.6499	0.8755	0.9357
No log	2.8986	200	0.9678	0.6133	0.9678	0.9838
No log	2.9275	202	0.8449	0.6574	0.8449	0.9192
No log	2.9565	204	0.7579	0.6836	0.7579	0.8706
No log	2.9855	206	0.6756	0.7698	0.6756	0.8219
No log	3.0145	208	0.7042	0.7147	0.7042	0.8392
No log	3.0435	210	0.6488	0.7762	0.6488	0.8055
No log	3.0725	212	0.6324	0.7322	0.6324	0.7952
No log	3.1014	214	0.7157	0.6825	0.7157	0.8460
No log	3.1304	216	0.7152	0.6999	0.7152	0.8457
No log	3.1594	218	0.6540	0.7539	0.6540	0.8087
No log	3.1884	220	0.6725	0.7431	0.6725	0.8201
No log	3.2174	222	0.7033	0.7288	0.7033	0.8386
No log	3.2464	224	0.6874	0.7165	0.6874	0.8291
No log	3.2754	226	0.6403	0.7060	0.6403	0.8002
No log	3.3043	228	0.6466	0.7148	0.6466	0.8041
No log	3.3333	230	0.7120	0.6900	0.7120	0.8438
No log	3.3623	232	0.6999	0.7104	0.6999	0.8366
No log	3.3913	234	0.6630	0.7353	0.6630	0.8142
No log	3.4203	236	0.6257	0.7373	0.6257	0.7910
No log	3.4493	238	0.6333	0.7667	0.6333	0.7958
No log	3.4783	240	0.6799	0.7426	0.6799	0.8246
No log	3.5072	242	0.6809	0.7420	0.6809	0.8252
No log	3.5362	244	0.6518	0.7739	0.6518	0.8074
No log	3.5652	246	0.6422	0.7431	0.6422	0.8014
No log	3.5942	248	0.6602	0.7292	0.6602	0.8126
No log	3.6232	250	0.6401	0.7236	0.6401	0.8001
No log	3.6522	252	0.6362	0.7547	0.6362	0.7976
No log	3.6812	254	0.6447	0.7526	0.6447	0.8030
No log	3.7101	256	0.6360	0.7441	0.6360	0.7975
No log	3.7391	258	0.6320	0.7324	0.6320	0.7950
No log	3.7681	260	0.6305	0.7339	0.6305	0.7940
No log	3.7971	262	0.6227	0.7312	0.6227	0.7891
No log	3.8261	264	0.6292	0.7420	0.6292	0.7932
No log	3.8551	266	0.6427	0.7189	0.6427	0.8017
No log	3.8841	268	0.6559	0.7220	0.6559	0.8099
No log	3.9130	270	0.6726	0.7147	0.6726	0.8201
No log	3.9420	272	0.6963	0.7003	0.6963	0.8345
No log	3.9710	274	0.7067	0.7149	0.7067	0.8407
No log	4.0	276	0.7335	0.7159	0.7335	0.8565
No log	4.0290	278	0.7957	0.7139	0.7957	0.8920
No log	4.0580	280	0.8460	0.7008	0.8460	0.9198
No log	4.0870	282	0.8526	0.6981	0.8526	0.9234
No log	4.1159	284	0.7675	0.6946	0.7675	0.8761
No log	4.1449	286	0.7065	0.7070	0.7065	0.8406
No log	4.1739	288	0.6921	0.7076	0.6921	0.8319
No log	4.2029	290	0.6939	0.7089	0.6939	0.8330
No log	4.2319	292	0.7152	0.6926	0.7152	0.8457
No log	4.2609	294	0.7294	0.6948	0.7294	0.8541
No log	4.2899	296	0.7285	0.6990	0.7285	0.8535
No log	4.3188	298	0.7458	0.7149	0.7458	0.8636
No log	4.3478	300	0.7704	0.7110	0.7704	0.8777
No log	4.3768	302	0.8437	0.7018	0.8437	0.9185
No log	4.4058	304	0.8402	0.7099	0.8402	0.9166
No log	4.4348	306	0.8152	0.7078	0.8152	0.9029
No log	4.4638	308	0.7423	0.7143	0.7423	0.8616
No log	4.4928	310	0.6635	0.7298	0.6635	0.8146
No log	4.5217	312	0.6548	0.7335	0.6548	0.8092
No log	4.5507	314	0.6603	0.7376	0.6603	0.8126
No log	4.5797	316	0.6675	0.7354	0.6675	0.8170
No log	4.6087	318	0.6849	0.7360	0.6849	0.8276
No log	4.6377	320	0.7739	0.7115	0.7739	0.8797
No log	4.6667	322	0.8130	0.7067	0.8130	0.9017
No log	4.6957	324	0.7846	0.7101	0.7846	0.8858
No log	4.7246	326	0.7706	0.7040	0.7706	0.8778
No log	4.7536	328	0.7444	0.7057	0.7444	0.8628
No log	4.7826	330	0.6907	0.7262	0.6907	0.8311
No log	4.8116	332	0.6756	0.7325	0.6756	0.8220
No log	4.8406	334	0.6628	0.7469	0.6628	0.8142
No log	4.8696	336	0.6606	0.7289	0.6606	0.8128
No log	4.8986	338	0.6595	0.7303	0.6595	0.8121
No log	4.9275	340	0.6502	0.7151	0.6502	0.8063
No log	4.9565	342	0.6432	0.7099	0.6432	0.8020
No log	4.9855	344	0.6539	0.6964	0.6539	0.8087
No log	5.0145	346	0.6675	0.7142	0.6675	0.8170
No log	5.0435	348	0.6813	0.7350	0.6813	0.8254
No log	5.0725	350	0.6745	0.7385	0.6745	0.8213
No log	5.1014	352	0.6717	0.7376	0.6717	0.8196
No log	5.1304	354	0.6691	0.7284	0.6691	0.8180
No log	5.1594	356	0.6629	0.7573	0.6629	0.8142
No log	5.1884	358	0.6582	0.7284	0.6582	0.8113
No log	5.2174	360	0.6734	0.7258	0.6734	0.8206
No log	5.2464	362	0.7189	0.7245	0.7189	0.8479
No log	5.2754	364	0.7406	0.7206	0.7406	0.8606
No log	5.3043	366	0.6990	0.7433	0.6990	0.8361
No log	5.3333	368	0.6351	0.7251	0.6351	0.7970
No log	5.3623	370	0.6396	0.7247	0.6396	0.7998
No log	5.3913	372	0.6466	0.7289	0.6466	0.8041
No log	5.4203	374	0.6361	0.7441	0.6361	0.7975
No log	5.4493	376	0.6805	0.7455	0.6805	0.8249
No log	5.4783	378	0.7696	0.7096	0.7696	0.8773
No log	5.5072	380	0.7621	0.7096	0.7621	0.8730
No log	5.5362	382	0.7708	0.7078	0.7708	0.8779
No log	5.5652	384	0.7749	0.7072	0.7749	0.8803
No log	5.5942	386	0.7767	0.7058	0.7767	0.8813
No log	5.6232	388	0.7536	0.7083	0.7536	0.8681
No log	5.6522	390	0.7857	0.7063	0.7857	0.8864
No log	5.6812	392	0.7735	0.7066	0.7735	0.8795
No log	5.7101	394	0.7286	0.7179	0.7286	0.8536
No log	5.7391	396	0.7076	0.7209	0.7076	0.8412
No log	5.7681	398	0.7064	0.7311	0.7064	0.8405
No log	5.7971	400	0.7078	0.7217	0.7078	0.8413
No log	5.8261	402	0.7200	0.7215	0.7200	0.8485
No log	5.8551	404	0.7446	0.7229	0.7446	0.8629
No log	5.8841	406	0.7488	0.7232	0.7488	0.8653
No log	5.9130	408	0.7865	0.7248	0.7865	0.8869
No log	5.9420	410	0.7902	0.7162	0.7902	0.8889
No log	5.9710	412	0.7722	0.7177	0.7722	0.8787
No log	6.0	414	0.7219	0.7216	0.7219	0.8496
No log	6.0290	416	0.7008	0.7300	0.7008	0.8371
No log	6.0580	418	0.7006	0.7260	0.7006	0.8370
No log	6.0870	420	0.6853	0.7295	0.6853	0.8278
No log	6.1159	422	0.6574	0.7424	0.6574	0.8108
No log	6.1449	424	0.6678	0.6903	0.6678	0.8172
No log	6.1739	426	0.6981	0.6984	0.6981	0.8355
No log	6.2029	428	0.7082	0.7111	0.7082	0.8415
No log	6.2319	430	0.6791	0.6966	0.6791	0.8241
No log	6.2609	432	0.6657	0.6949	0.6657	0.8159
No log	6.2899	434	0.6634	0.7045	0.6634	0.8145
No log	6.3188	436	0.6672	0.7210	0.6672	0.8168
No log	6.3478	438	0.6668	0.7212	0.6668	0.8166
No log	6.3768	440	0.6685	0.7060	0.6685	0.8176
No log	6.4058	442	0.6902	0.7164	0.6902	0.8308
No log	6.4348	444	0.7198	0.7239	0.7198	0.8484
No log	6.4638	446	0.7427	0.7100	0.7427	0.8618
No log	6.4928	448	0.7324	0.7100	0.7324	0.8558
No log	6.5217	450	0.6947	0.7065	0.6947	0.8335
No log	6.5507	452	0.6634	0.7046	0.6634	0.8145
No log	6.5797	454	0.6559	0.6949	0.6559	0.8099
No log	6.6087	456	0.6496	0.6983	0.6496	0.8060
No log	6.6377	458	0.6423	0.6812	0.6423	0.8014
No log	6.6667	460	0.6377	0.6699	0.6377	0.7985
No log	6.6957	462	0.6401	0.6773	0.6401	0.8001
No log	6.7246	464	0.6678	0.6981	0.6678	0.8172
No log	6.7536	466	0.7204	0.7006	0.7204	0.8488
No log	6.7826	468	0.7684	0.7179	0.7684	0.8766
No log	6.8116	470	0.7791	0.7163	0.7791	0.8827
No log	6.8406	472	0.7889	0.7167	0.7889	0.8882
No log	6.8696	474	0.7655	0.7092	0.7655	0.8749
No log	6.8986	476	0.7125	0.7115	0.7125	0.8441
No log	6.9275	478	0.6694	0.7352	0.6694	0.8182
No log	6.9565	480	0.6508	0.7353	0.6508	0.8067
No log	6.9855	482	0.6338	0.7238	0.6338	0.7961
No log	7.0145	484	0.6298	0.7195	0.6298	0.7936
No log	7.0435	486	0.6377	0.7073	0.6377	0.7985
No log	7.0725	488	0.6436	0.6866	0.6436	0.8022
No log	7.1014	490	0.6507	0.6970	0.6507	0.8066
No log	7.1304	492	0.6495	0.6926	0.6495	0.8059
No log	7.1594	494	0.6455	0.6944	0.6455	0.8034
No log	7.1884	496	0.6464	0.6895	0.6464	0.8040
No log	7.2174	498	0.6427	0.6895	0.6427	0.8017
0.4441	7.2464	500	0.6377	0.7169	0.6377	0.7986
0.4441	7.2754	502	0.6438	0.7071	0.6438	0.8024
0.4441	7.3043	504	0.6536	0.7101	0.6536	0.8085
0.4441	7.3333	506	0.6598	0.7193	0.6598	0.8123
0.4441	7.3623	508	0.6549	0.7071	0.6549	0.8093
0.4441	7.3913	510	0.6464	0.7236	0.6464	0.8040
0.4441	7.4203	512	0.6455	0.7155	0.6455	0.8034
0.4441	7.4493	514	0.6454	0.7280	0.6454	0.8034
0.4441	7.4783	516	0.6513	0.7251	0.6513	0.8070
0.4441	7.5072	518	0.6656	0.7251	0.6656	0.8159
0.4441	7.5362	520	0.6764	0.7251	0.6764	0.8225
0.4441	7.5652	522	0.6777	0.7313	0.6777	0.8232
0.4441	7.5942	524	0.6682	0.7313	0.6682	0.8174
0.4441	7.6232	526	0.6573	0.7130	0.6573	0.8107
0.4441	7.6522	528	0.6510	0.7512	0.6510	0.8069
0.4441	7.6812	530	0.6461	0.7405	0.6461	0.8038
0.4441	7.7101	532	0.6477	0.7098	0.6477	0.8048
0.4441	7.7391	534	0.6535	0.7239	0.6535	0.8084
0.4441	7.7681	536	0.6537	0.7239	0.6537	0.8085
0.4441	7.7971	538	0.6559	0.7261	0.6559	0.8099
0.4441	7.8261	540	0.6613	0.7261	0.6613	0.8132
0.4441	7.8551	542	0.6684	0.7261	0.6684	0.8175
0.4441	7.8841	544	0.6666	0.7383	0.6666	0.8165
0.4441	7.9130	546	0.6613	0.7383	0.6613	0.8132
0.4441	7.9420	548	0.6539	0.7399	0.6539	0.8087
0.4441	7.9710	550	0.6485	0.7280	0.6485	0.8053
0.4441	8.0	552	0.6543	0.7201	0.6543	0.8089
0.4441	8.0290	554	0.6707	0.7016	0.6707	0.8190
0.4441	8.0580	556	0.6911	0.7057	0.6911	0.8313
0.4441	8.0870	558	0.6965	0.7092	0.6965	0.8345
0.4441	8.1159	560	0.6977	0.7181	0.6977	0.8353
0.4441	8.1449	562	0.6828	0.6942	0.6828	0.8263
0.4441	8.1739	564	0.6638	0.7016	0.6638	0.8147
0.4441	8.2029	566	0.6452	0.7169	0.6452	0.8032
0.4441	8.2319	568	0.6378	0.7238	0.6378	0.7986
0.4441	8.2609	570	0.6328	0.7445	0.6328	0.7955
0.4441	8.2899	572	0.6352	0.7322	0.6352	0.7970
0.4441	8.3188	574	0.6453	0.7211	0.6453	0.8033
0.4441	8.3478	576	0.6596	0.7284	0.6596	0.8122
0.4441	8.3768	578	0.6752	0.7431	0.6752	0.8217
0.4441	8.4058	580	0.7020	0.7215	0.7020	0.8379
0.4441	8.4348	582	0.7232	0.7172	0.7232	0.8504
0.4441	8.4638	584	0.7447	0.7174	0.7447	0.8630
0.4441	8.4928	586	0.7554	0.7155	0.7554	0.8691
0.4441	8.5217	588	0.7458	0.7172	0.7458	0.8636
0.4441	8.5507	590	0.7287	0.7172	0.7287	0.8536
0.4441	8.5797	592	0.7107	0.7114	0.7107	0.8430
0.4441	8.6087	594	0.6971	0.6973	0.6971	0.8349
0.4441	8.6377	596	0.6790	0.6951	0.6790	0.8240
0.4441	8.6667	598	0.6708	0.6914	0.6708	0.8190
0.4441	8.6957	600	0.6655	0.7080	0.6655	0.8158
0.4441	8.7246	602	0.6628	0.7033	0.6628	0.8142
0.4441	8.7536	604	0.6643	0.7033	0.6643	0.8150
0.4441	8.7826	606	0.6694	0.7001	0.6694	0.8182
0.4441	8.8116	608	0.6771	0.7149	0.6771	0.8228
0.4441	8.8406	610	0.6856	0.7149	0.6856	0.8280
0.4441	8.8696	612	0.6935	0.6999	0.6935	0.8328
0.4441	8.8986	614	0.7013	0.7033	0.7013	0.8375
0.4441	8.9275	616	0.7018	0.7033	0.7018	0.8377
0.4441	8.9565	618	0.6994	0.7033	0.6994	0.8363
0.4441	8.9855	620	0.6938	0.7071	0.6938	0.8329
0.4441	9.0145	622	0.6892	0.6999	0.6892	0.8302
0.4441	9.0435	624	0.6874	0.7035	0.6874	0.8291
0.4441	9.0725	626	0.6802	0.6999	0.6802	0.8247
0.4441	9.1014	628	0.6745	0.6999	0.6745	0.8213
0.4441	9.1304	630	0.6676	0.7041	0.6676	0.8171
0.4441	9.1594	632	0.6664	0.7163	0.6664	0.8163
0.4441	9.1884	634	0.6665	0.7163	0.6665	0.8164
0.4441	9.2174	636	0.6690	0.7163	0.6690	0.8179
0.4441	9.2464	638	0.6714	0.7163	0.6714	0.8194
0.4441	9.2754	640	0.6772	0.7163	0.6772	0.8229
0.4441	9.3043	642	0.6859	0.7179	0.6859	0.8282
0.4441	9.3333	644	0.6914	0.7197	0.6914	0.8315
0.4441	9.3623	646	0.6978	0.7249	0.6978	0.8354
0.4441	9.3913	648	0.7046	0.7250	0.7046	0.8394
0.4441	9.4203	650	0.7097	0.7250	0.7097	0.8424
0.4441	9.4493	652	0.7139	0.7230	0.7139	0.8449
0.4441	9.4783	654	0.7154	0.7230	0.7154	0.8458
0.4441	9.5072	656	0.7147	0.7230	0.7147	0.8454
0.4441	9.5362	658	0.7111	0.7230	0.7111	0.8433
0.4441	9.5652	660	0.7086	0.7230	0.7086	0.8418
0.4441	9.5942	662	0.7035	0.7250	0.7035	0.8388
0.4441	9.6232	664	0.7003	0.7250	0.7003	0.8368
0.4441	9.6522	666	0.6989	0.7249	0.6989	0.8360
0.4441	9.6812	668	0.6989	0.7229	0.6989	0.8360
0.4441	9.7101	670	0.6977	0.7229	0.6977	0.8353
0.4441	9.7391	672	0.6957	0.7229	0.6957	0.8341
0.4441	9.7681	674	0.6950	0.7229	0.6950	0.8337
0.4441	9.7971	676	0.6930	0.7229	0.6930	0.8325
0.4441	9.8261	678	0.6905	0.7345	0.6905	0.8309
0.4441	9.8551	680	0.6891	0.7309	0.6891	0.8301
0.4441	9.8841	682	0.6884	0.7309	0.6884	0.8297
0.4441	9.9130	684	0.6883	0.7309	0.6883	0.8296
0.4441	9.9420	686	0.6881	0.7309	0.6881	0.8295
0.4441	9.9710	688	0.6881	0.7309	0.6881	0.8295
0.4441	10.0	690	0.6881	0.7309	0.6881	0.8295

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1