ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k16_task3_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: 0.8361
• Qwk: 0.1174
• Mse: 0.8361
• Rmse: 0.9144

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	3.2543	-0.0149	3.2543	1.8040
No log	0.0580	4	1.9011	-0.0101	1.9011	1.3788
No log	0.0870	6	1.1081	0.0376	1.1081	1.0527
No log	0.1159	8	0.6088	0.0476	0.6088	0.7803
No log	0.1449	10	0.5878	0.0569	0.5878	0.7667
No log	0.1739	12	0.5968	-0.0081	0.5968	0.7725
No log	0.2029	14	0.6092	0.1773	0.6092	0.7805
No log	0.2319	16	0.7578	0.2281	0.7578	0.8705
No log	0.2609	18	0.7293	0.2432	0.7293	0.8540
No log	0.2899	20	0.7114	0.3548	0.7114	0.8434
No log	0.3188	22	0.6618	0.2000	0.6618	0.8135
No log	0.3478	24	0.6217	0.0	0.6217	0.7885
No log	0.3768	26	0.6243	0.0	0.6243	0.7901
No log	0.4058	28	0.6305	0.0	0.6305	0.7941
No log	0.4348	30	0.6355	0.0	0.6355	0.7972
No log	0.4638	32	0.6179	0.0	0.6179	0.7860
No log	0.4928	34	0.5994	0.0	0.5994	0.7742
No log	0.5217	36	0.5797	0.0	0.5797	0.7614
No log	0.5507	38	0.7038	0.0	0.7038	0.8389
No log	0.5797	40	0.7957	0.0769	0.7957	0.8920
No log	0.6087	42	0.7215	0.0815	0.7215	0.8494
No log	0.6377	44	0.6342	0.0909	0.6342	0.7964
No log	0.6667	46	0.8043	0.0933	0.8043	0.8968
No log	0.6957	48	0.7259	0.2444	0.7259	0.8520
No log	0.7246	50	0.6550	0.1111	0.6550	0.8093
No log	0.7536	52	0.7261	0.1543	0.7261	0.8521
No log	0.7826	54	1.0582	0.1172	1.0582	1.0287
No log	0.8116	56	0.9990	0.1709	0.9990	0.9995
No log	0.8406	58	0.6325	0.1020	0.6325	0.7953
No log	0.8696	60	0.6678	0.1411	0.6678	0.8172
No log	0.8986	62	0.6963	0.0476	0.6963	0.8344
No log	0.9275	64	1.0692	0.1407	1.0692	1.0340
No log	0.9565	66	1.1157	0.1407	1.1157	1.0562
No log	0.9855	68	1.0146	0.0606	1.0146	1.0073
No log	1.0145	70	0.9916	0.0236	0.9916	0.9958
No log	1.0435	72	1.0358	0.0929	1.0358	1.0178
No log	1.0725	74	1.3062	0.0588	1.3062	1.1429
No log	1.1014	76	1.3183	0.0	1.3183	1.1482
No log	1.1304	78	1.0002	0.0	1.0002	1.0001
No log	1.1594	80	1.0203	0.0476	1.0203	1.0101
No log	1.1884	82	0.9401	-0.0046	0.9401	0.9696
No log	1.2174	84	1.0175	0.0645	1.0175	1.0087
No log	1.2464	86	1.3711	0.0644	1.3711	1.1709
No log	1.2754	88	1.3505	0.0644	1.3505	1.1621
No log	1.3043	90	1.5298	0.0488	1.5298	1.2368
No log	1.3333	92	0.9064	0.0901	0.9064	0.9521
No log	1.3623	94	0.8369	0.1456	0.8369	0.9148
No log	1.3913	96	0.9087	0.1597	0.9087	0.9532
No log	1.4203	98	1.1421	0.1944	1.1421	1.0687
No log	1.4493	100	1.5075	0.1676	1.5075	1.2278
No log	1.4783	102	1.0094	0.1941	1.0094	1.0047
No log	1.5072	104	0.6808	0.2393	0.6808	0.8251
No log	1.5362	106	0.6494	0.2795	0.6494	0.8058
No log	1.5652	108	0.7808	0.1321	0.7808	0.8836
No log	1.5942	110	1.1380	0.2165	1.1380	1.0668
No log	1.6232	112	1.1273	0.2234	1.1273	1.0617
No log	1.6522	114	0.7010	0.1186	0.7010	0.8372
No log	1.6812	116	0.6468	0.0692	0.6468	0.8043
No log	1.7101	118	0.6851	0.1111	0.6851	0.8277
No log	1.7391	120	0.6215	0.2393	0.6215	0.7883
No log	1.7681	122	0.8693	0.1790	0.8693	0.9324
No log	1.7971	124	1.0358	0.1769	1.0358	1.0177
No log	1.8261	126	0.9576	0.2060	0.9576	0.9786
No log	1.8551	128	0.5895	0.1807	0.5895	0.7678
No log	1.8841	130	0.5930	0.1617	0.5930	0.7701
No log	1.9130	132	0.5921	0.1807	0.5921	0.7695
No log	1.9420	134	1.1821	0.2107	1.1821	1.0873
No log	1.9710	136	1.6314	0.1528	1.6314	1.2773
No log	2.0	138	1.4738	0.1775	1.4738	1.2140
No log	2.0290	140	0.7340	0.2453	0.7340	0.8568
No log	2.0580	142	0.6349	0.2251	0.6349	0.7968
No log	2.0870	144	0.5927	0.2179	0.5927	0.7699
No log	2.1159	146	0.7608	0.1088	0.7608	0.8723
No log	2.1449	148	1.6479	0.1183	1.6479	1.2837
No log	2.1739	150	1.6249	0.1186	1.6249	1.2747
No log	2.2029	152	0.8483	0.1928	0.8483	0.9210
No log	2.2319	154	0.6181	0.2381	0.6181	0.7862
No log	2.2609	156	0.6231	0.2381	0.6231	0.7894
No log	2.2899	158	0.7238	0.1667	0.7238	0.8508
No log	2.3188	160	1.4483	0.1404	1.4483	1.2035
No log	2.3478	162	1.6885	0.0786	1.6885	1.2994
No log	2.3768	164	1.2424	0.1640	1.2424	1.1146
No log	2.4058	166	0.8010	0.2390	0.8010	0.8950
No log	2.4348	168	0.6852	0.2746	0.6852	0.8277
No log	2.4638	170	0.6775	0.2165	0.6775	0.8231
No log	2.4928	172	0.8360	0.2881	0.8360	0.9143
No log	2.5217	174	0.6970	0.2637	0.6970	0.8349
No log	2.5507	176	0.5729	0.2471	0.5729	0.7569
No log	2.5797	178	0.5498	0.2749	0.5498	0.7415
No log	2.6087	180	0.6287	0.2090	0.6287	0.7929
No log	2.6377	182	0.7248	0.2245	0.7248	0.8513
No log	2.6667	184	0.7138	0.2487	0.7138	0.8449
No log	2.6957	186	0.9188	0.2248	0.9188	0.9585
No log	2.7246	188	0.9557	0.2975	0.9557	0.9776
No log	2.7536	190	0.7276	0.3394	0.7276	0.8530
No log	2.7826	192	0.7313	0.2986	0.7313	0.8551
No log	2.8116	194	0.8482	0.2640	0.8482	0.9210
No log	2.8406	196	1.0534	0.2664	1.0534	1.0263
No log	2.8696	198	0.7428	0.2000	0.7428	0.8619
No log	2.8986	200	0.5406	0.2289	0.5406	0.7353
No log	2.9275	202	0.6199	0.2265	0.6199	0.7873
No log	2.9565	204	0.9543	0.2441	0.9543	0.9769
No log	2.9855	206	1.5383	0.1368	1.5383	1.2403
No log	3.0145	208	1.6149	0.1365	1.6149	1.2708
No log	3.0435	210	1.5297	0.1332	1.5297	1.2368
No log	3.0725	212	1.1925	0.2056	1.1925	1.0920
No log	3.1014	214	1.0184	0.1525	1.0184	1.0092
No log	3.1304	216	0.8515	0.2146	0.8515	0.9228
No log	3.1594	218	0.8807	0.2222	0.8807	0.9384
No log	3.1884	220	0.8447	0.1923	0.8447	0.9191
No log	3.2174	222	0.7086	0.1732	0.7086	0.8418
No log	3.2464	224	0.6440	0.2289	0.6440	0.8025
No log	3.2754	226	0.6609	0.1515	0.6609	0.8130
No log	3.3043	228	0.8743	0.2294	0.8743	0.9350
No log	3.3333	230	0.8854	0.1579	0.8854	0.9409
No log	3.3623	232	0.8455	0.1515	0.8455	0.9195
No log	3.3913	234	0.8689	0.1150	0.8689	0.9321
No log	3.4203	236	0.9413	0.2263	0.9413	0.9702
No log	3.4493	238	0.9370	0.1667	0.9370	0.9680
No log	3.4783	240	0.9467	0.2000	0.9467	0.9730
No log	3.5072	242	0.8088	0.2711	0.8088	0.8993
No log	3.5362	244	0.6895	0.2265	0.6895	0.8303
No log	3.5652	246	0.6824	0.2174	0.6824	0.8261
No log	3.5942	248	0.6884	0.2169	0.6884	0.8297
No log	3.6232	250	0.7816	0.1765	0.7816	0.8841
No log	3.6522	252	0.9594	0.2333	0.9594	0.9795
No log	3.6812	254	1.0976	0.1396	1.0976	1.0477
No log	3.7101	256	0.8825	0.1790	0.8825	0.9394
No log	3.7391	258	0.7411	0.0601	0.7411	0.8609
No log	3.7681	260	0.7911	0.1658	0.7911	0.8894
No log	3.7971	262	1.0087	0.1605	1.0087	1.0043
No log	3.8261	264	1.1293	0.1062	1.1293	1.0627
No log	3.8551	266	1.0815	0.1264	1.0815	1.0400
No log	3.8841	268	1.0664	0.125	1.0664	1.0326
No log	3.9130	270	0.9291	0.1071	0.9291	0.9639
No log	3.9420	272	0.9056	0.1050	0.9056	0.9516
No log	3.9710	274	0.8768	0.1005	0.8768	0.9364
No log	4.0	276	0.7527	0.1429	0.7527	0.8676
No log	4.0290	278	0.7160	0.1902	0.7160	0.8462
No log	4.0580	280	0.8217	0.1845	0.8217	0.9065
No log	4.0870	282	1.1295	0.0933	1.1295	1.0628
No log	4.1159	284	1.1424	0.0933	1.1424	1.0688
No log	4.1449	286	1.0043	0.0698	1.0043	1.0021
No log	4.1739	288	0.7397	0.1111	0.7397	0.8601
No log	4.2029	290	0.7582	0.1503	0.7582	0.8707
No log	4.2319	292	0.7675	0.1429	0.7675	0.8761
No log	4.2609	294	0.7107	0.1910	0.7107	0.8431
No log	4.2899	296	1.0030	0.2275	1.0030	1.0015
No log	4.3188	298	1.3962	0.0520	1.3962	1.1816
No log	4.3478	300	1.3518	0.0733	1.3518	1.1627
No log	4.3768	302	0.9330	0.2300	0.9330	0.9659
No log	4.4058	304	0.6579	0.1908	0.6579	0.8111
No log	4.4348	306	0.6808	0.0667	0.6808	0.8251
No log	4.4638	308	0.6556	-0.0058	0.6556	0.8097
No log	4.4928	310	0.6317	0.1605	0.6317	0.7948
No log	4.5217	312	0.8041	0.2000	0.8041	0.8967
No log	4.5507	314	0.8296	0.2000	0.8296	0.9108
No log	4.5797	316	0.7113	0.1908	0.7113	0.8434
No log	4.6087	318	0.6818	0.1813	0.6818	0.8257
No log	4.6377	320	0.6943	0.1905	0.6943	0.8333
No log	4.6667	322	0.8222	0.2000	0.8222	0.9068
No log	4.6957	324	1.0342	0.0979	1.0342	1.0169
No log	4.7246	326	1.0152	0.1304	1.0152	1.0076
No log	4.7536	328	0.8142	0.2000	0.8142	0.9023
No log	4.7826	330	0.6812	0.2184	0.6812	0.8253
No log	4.8116	332	0.6938	0.2000	0.6938	0.8330
No log	4.8406	334	0.8013	0.1429	0.8013	0.8951
No log	4.8696	336	1.0383	0.0947	1.0383	1.0190
No log	4.8986	338	1.1157	0.1059	1.1157	1.0562
No log	4.9275	340	1.1029	0.136	1.1029	1.0502
No log	4.9565	342	1.0779	0.1000	1.0779	1.0382
No log	4.9855	344	1.0939	0.136	1.0939	1.0459
No log	5.0145	346	0.9910	0.1000	0.9910	0.9955
No log	5.0435	348	0.8034	0.1921	0.8034	0.8963
No log	5.0725	350	0.7966	0.2153	0.7966	0.8925
No log	5.1014	352	0.8591	0.1644	0.8591	0.9269
No log	5.1304	354	0.7976	0.2390	0.7976	0.8931
No log	5.1594	356	0.8164	0.2381	0.8164	0.9035
No log	5.1884	358	0.8587	0.1289	0.8587	0.9267
No log	5.2174	360	0.7711	0.2000	0.7711	0.8781
No log	5.2464	362	0.6735	0.2086	0.6735	0.8206
No log	5.2754	364	0.6527	0.2542	0.6527	0.8079
No log	5.3043	366	0.7457	0.2157	0.7457	0.8636
No log	5.3333	368	0.9763	0.1667	0.9763	0.9881
No log	5.3623	370	1.0402	0.1673	1.0402	1.0199
No log	5.3913	372	0.9327	0.1289	0.9327	0.9658
No log	5.4203	374	0.8305	0.2222	0.8305	0.9113
No log	5.4493	376	0.7677	0.1443	0.7677	0.8762
No log	5.4783	378	0.6709	0.2542	0.6709	0.8191
No log	5.5072	380	0.6812	0.2527	0.6812	0.8254
No log	5.5362	382	0.7581	0.1429	0.7581	0.8707
No log	5.5652	384	0.7601	0.1841	0.7601	0.8718
No log	5.5942	386	0.7372	0.1381	0.7372	0.8586
No log	5.6232	388	0.7521	0.1398	0.7521	0.8672
No log	5.6522	390	0.7832	0.1845	0.7832	0.8850
No log	5.6812	392	0.7706	0.1837	0.7706	0.8778
No log	5.7101	394	0.8316	0.2300	0.8316	0.9119
No log	5.7391	396	0.8338	0.2300	0.8338	0.9131
No log	5.7681	398	0.8103	0.1848	0.8103	0.9001
No log	5.7971	400	0.7096	0.2086	0.7096	0.8424
No log	5.8261	402	0.7034	0.2086	0.7034	0.8387
No log	5.8551	404	0.7948	0.2157	0.7948	0.8915
No log	5.8841	406	0.9812	0.1333	0.9812	0.9905
No log	5.9130	408	1.1837	0.0897	1.1837	1.0880
No log	5.9420	410	1.1439	0.0596	1.1439	1.0695
No log	5.9710	412	0.9955	0.1333	0.9955	0.9978
No log	6.0	414	0.8763	0.1211	0.8763	0.9361
No log	6.0290	416	0.8349	0.1090	0.8349	0.9137
No log	6.0580	418	0.9228	0.1304	0.9228	0.9606
No log	6.0870	420	1.0367	0.1040	1.0367	1.0182
No log	6.1159	422	1.0166	0.1040	1.0166	1.0083
No log	6.1449	424	0.8751	0.1289	0.8751	0.9355
No log	6.1739	426	0.7805	0.1414	0.7805	0.8835
No log	6.2029	428	0.8014	0.1414	0.8014	0.8952
No log	6.2319	430	0.8011	0.1765	0.8011	0.8951
No log	6.2609	432	0.8155	0.1443	0.8155	0.9030
No log	6.2899	434	0.8371	0.1443	0.8371	0.9149
No log	6.3188	436	0.9000	0.1304	0.9000	0.9487
No log	6.3478	438	1.0002	0.1040	1.0002	1.0001
No log	6.3768	440	1.0753	0.0769	1.0753	1.0370
No log	6.4058	442	1.0524	0.0769	1.0524	1.0258
No log	6.4348	444	0.9664	0.1333	0.9664	0.9831
No log	6.4638	446	0.9763	0.1347	0.9763	0.9881
No log	6.4928	448	0.9146	0.1588	0.9146	0.9563
No log	6.5217	450	0.9169	0.1588	0.9169	0.9575
No log	6.5507	452	0.9460	0.1319	0.9460	0.9726
No log	6.5797	454	0.9834	0.1347	0.9834	0.9916
No log	6.6087	456	0.9293	0.1588	0.9293	0.9640
No log	6.6377	458	0.9646	0.1333	0.9646	0.9821
No log	6.6667	460	1.0031	0.1059	1.0031	1.0016
No log	6.6957	462	0.9145	0.1273	0.9145	0.9563
No log	6.7246	464	0.8089	0.1919	0.8089	0.8994
No log	6.7536	466	0.7700	0.1919	0.7700	0.8775
No log	6.7826	468	0.8104	0.1921	0.8104	0.9002
No log	6.8116	470	0.9042	0.1628	0.9042	0.9509
No log	6.8406	472	0.9054	0.1628	0.9054	0.9515
No log	6.8696	474	0.8152	0.1919	0.8152	0.9029
No log	6.8986	476	0.7493	0.1917	0.7493	0.8656
No log	6.9275	478	0.7301	0.1489	0.7301	0.8545
No log	6.9565	480	0.6900	0.1823	0.6900	0.8307
No log	6.9855	482	0.6596	0.2000	0.6596	0.8121
No log	7.0145	484	0.6643	0.2000	0.6643	0.8150
No log	7.0435	486	0.7110	0.2251	0.7110	0.8432
No log	7.0725	488	0.7514	0.2245	0.7514	0.8668
No log	7.1014	490	0.7788	0.2245	0.7788	0.8825
No log	7.1304	492	0.8191	0.2000	0.8191	0.9050
No log	7.1594	494	0.8684	0.2381	0.8684	0.9319
No log	7.1884	496	0.8494	0.2593	0.8494	0.9216
No log	7.2174	498	0.8226	0.2239	0.8226	0.9070
0.4757	7.2464	500	0.8386	0.2227	0.8386	0.9158
0.4757	7.2754	502	0.9214	0.1636	0.9214	0.9599
0.4757	7.3043	504	1.0179	0.0367	1.0179	1.0089
0.4757	7.3333	506	1.0304	0.0400	1.0304	1.0151
0.4757	7.3623	508	0.9256	0.1636	0.9256	0.9621
0.4757	7.3913	510	0.7910	0.1919	0.7910	0.8894
0.4757	7.4203	512	0.7381	0.1675	0.7381	0.8591
0.4757	7.4493	514	0.7526	0.1675	0.7526	0.8675
0.4757	7.4783	516	0.8142	0.1919	0.8142	0.9024
0.4757	7.5072	518	0.9346	0.1273	0.9346	0.9667
0.4757	7.5362	520	0.9869	0.0667	0.9869	0.9935
0.4757	7.5652	522	0.9682	0.0667	0.9682	0.9840
0.4757	7.5942	524	0.8763	0.1923	0.8763	0.9361
0.4757	7.6232	526	0.8165	0.1515	0.8165	0.9036
0.4757	7.6522	528	0.7897	0.1414	0.7897	0.8887
0.4757	7.6812	530	0.7720	0.1414	0.7720	0.8787
0.4757	7.7101	532	0.8149	0.1845	0.8149	0.9027
0.4757	7.7391	534	0.8583	0.1923	0.8583	0.9265
0.4757	7.7681	536	0.8907	0.1560	0.8907	0.9438
0.4757	7.7971	538	0.9449	0.1579	0.9449	0.9721
0.4757	7.8261	540	0.9212	0.1570	0.9212	0.9598
0.4757	7.8551	542	0.8652	0.2300	0.8652	0.9301
0.4757	7.8841	544	0.8371	0.1923	0.8371	0.9149
0.4757	7.9130	546	0.8430	0.2381	0.8430	0.9181
0.4757	7.9420	548	0.8432	0.2381	0.8432	0.9183
0.4757	7.9710	550	0.8749	0.2000	0.8749	0.9354
0.4757	8.0	552	0.8574	0.2381	0.8574	0.9260
0.4757	8.0290	554	0.8028	0.2000	0.8028	0.8960
0.4757	8.0580	556	0.7554	0.1921	0.7554	0.8691
0.4757	8.0870	558	0.7170	0.1753	0.7170	0.8468
0.4757	8.1159	560	0.7114	0.1753	0.7114	0.8434
0.4757	8.1449	562	0.7506	0.2157	0.7506	0.8664
0.4757	8.1739	564	0.8368	0.1923	0.8368	0.9148
0.4757	8.2029	566	0.9429	0.1636	0.9429	0.9711
0.4757	8.2319	568	1.0094	0.1000	1.0094	1.0047
0.4757	8.2609	570	1.0216	0.1000	1.0216	1.0108
0.4757	8.2899	572	0.9869	0.1304	0.9869	0.9934
0.4757	8.3188	574	0.9169	0.1570	0.9169	0.9576
0.4757	8.3478	576	0.8496	0.2300	0.8496	0.9217
0.4757	8.3768	578	0.7847	0.1848	0.7847	0.8859
0.4757	8.4058	580	0.7380	0.1759	0.7380	0.8591
0.4757	8.4348	582	0.7273	0.1759	0.7273	0.8528
0.4757	8.4638	584	0.7324	0.1429	0.7324	0.8558
0.4757	8.4928	586	0.7299	0.1429	0.7299	0.8544
0.4757	8.5217	588	0.7559	0.1841	0.7559	0.8695
0.4757	8.5507	590	0.7620	0.1841	0.7620	0.8729
0.4757	8.5797	592	0.7830	0.1919	0.7830	0.8849
0.4757	8.6087	594	0.7977	0.1923	0.7977	0.8931
0.4757	8.6377	596	0.8352	0.2300	0.8352	0.9139
0.4757	8.6667	598	0.8659	0.1560	0.8659	0.9305
0.4757	8.6957	600	0.8647	0.1560	0.8647	0.9299
0.4757	8.7246	602	0.8548	0.1493	0.8548	0.9246
0.4757	8.7536	604	0.8688	0.1493	0.8688	0.9321
0.4757	8.7826	606	0.8607	0.1493	0.8607	0.9278
0.4757	8.8116	608	0.8410	0.1493	0.8410	0.9171
0.4757	8.8406	610	0.8192	0.2222	0.8192	0.9051
0.4757	8.8696	612	0.8143	0.2222	0.8143	0.9024
0.4757	8.8986	614	0.8160	0.2222	0.8160	0.9033
0.4757	8.9275	616	0.8384	0.2300	0.8384	0.9156
0.4757	8.9565	618	0.8611	0.1560	0.8611	0.9279
0.4757	8.9855	620	0.8683	0.1628	0.8683	0.9318
0.4757	9.0145	622	0.8567	0.1628	0.8567	0.9256
0.4757	9.0435	624	0.8365	0.2300	0.8365	0.9146
0.4757	9.0725	626	0.8201	0.2300	0.8201	0.9056
0.4757	9.1014	628	0.7967	0.1919	0.7967	0.8926
0.4757	9.1304	630	0.7702	0.1429	0.7702	0.8776
0.4757	9.1594	632	0.7464	0.1429	0.7464	0.8639
0.4757	9.1884	634	0.7314	0.1398	0.7314	0.8552
0.4757	9.2174	636	0.7287	0.1381	0.7287	0.8536
0.4757	9.2464	638	0.7351	0.1398	0.7351	0.8574
0.4757	9.2754	640	0.7550	0.1429	0.7550	0.8689
0.4757	9.3043	642	0.7789	0.1919	0.7789	0.8825
0.4757	9.3333	644	0.8063	0.1919	0.8063	0.8979
0.4757	9.3623	646	0.8338	0.2300	0.8338	0.9131
0.4757	9.3913	648	0.8678	0.1628	0.8678	0.9316
0.4757	9.4203	650	0.9015	0.1628	0.9015	0.9495
0.4757	9.4493	652	0.9212	0.1636	0.9212	0.9598
0.4757	9.4783	654	0.9335	0.1289	0.9335	0.9662
0.4757	9.5072	656	0.9330	0.1289	0.9330	0.9659
0.4757	9.5362	658	0.9245	0.1636	0.9245	0.9615
0.4757	9.5652	660	0.9085	0.1628	0.9085	0.9532
0.4757	9.5942	662	0.8920	0.1628	0.8920	0.9444
0.4757	9.6232	664	0.8778	0.1628	0.8778	0.9369
0.4757	9.6522	666	0.8696	0.1628	0.8696	0.9325
0.4757	9.6812	668	0.8582	0.1560	0.8582	0.9264
0.4757	9.7101	670	0.8528	0.1560	0.8528	0.9235
0.4757	9.7391	672	0.8485	0.1560	0.8485	0.9211
0.4757	9.7681	674	0.8468	0.1560	0.8468	0.9202
0.4757	9.7971	676	0.8424	0.1560	0.8424	0.9178
0.4757	9.8261	678	0.8374	0.1174	0.8374	0.9151
0.4757	9.8551	680	0.8370	0.1174	0.8370	0.9149
0.4757	9.8841	682	0.8362	0.1174	0.8362	0.9144
0.4757	9.9130	684	0.8349	0.1174	0.8349	0.9137
0.4757	9.9420	686	0.8352	0.1174	0.8352	0.9139
0.4757	9.9710	688	0.8355	0.1174	0.8355	0.9140
0.4757	10.0	690	0.8361	0.1174	0.8361	0.9144

Framework versions

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