ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_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: 0.8260
• Qwk: 0.2000
• Mse: 0.8260
• Rmse: 0.9088

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	0.7294	0.2432	0.7294	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	0.7214	0.0815	0.7214	0.8494
No log	0.6377	44	0.6342	0.0909	0.6342	0.7964
No log	0.6667	46	0.8044	0.0933	0.8044	0.8969
No log	0.6957	48	0.7260	0.2444	0.7260	0.8521
No log	0.7246	50	0.6551	0.1111	0.6551	0.8094
No log	0.7536	52	0.7262	0.1543	0.7262	0.8521
No log	0.7826	54	1.0585	0.1172	1.0585	1.0288
No log	0.8116	56	0.9991	0.1709	0.9991	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	0.6962	0.0476	0.6962	0.8344
No log	0.9275	64	1.0692	0.1407	1.0692	1.0340
No log	0.9565	66	1.1159	0.1407	1.1159	1.0564
No log	0.9855	68	1.0149	0.0606	1.0149	1.0074
No log	1.0145	70	0.9915	0.0236	0.9915	0.9957
No log	1.0435	72	1.0355	0.0929	1.0355	1.0176
No log	1.0725	74	1.3057	0.0299	1.3057	1.1427
No log	1.1014	76	1.3179	0.0	1.3179	1.1480
No log	1.1304	78	1.0000	0.0	1.0000	1.0000
No log	1.1594	80	1.0206	0.0476	1.0206	1.0102
No log	1.1884	82	0.9397	-0.0046	0.9397	0.9694
No log	1.2174	84	1.0167	0.0645	1.0167	1.0083
No log	1.2464	86	1.3697	0.0644	1.3697	1.1704
No log	1.2754	88	1.3494	0.0644	1.3494	1.1616
No log	1.3043	90	1.5292	0.0488	1.5292	1.2366
No log	1.3333	92	0.9064	0.0901	0.9064	0.9520
No log	1.3623	94	0.8371	0.1456	0.8371	0.9149
No log	1.3913	96	0.9085	0.1276	0.9085	0.9531
No log	1.4203	98	1.1413	0.1944	1.1413	1.0683
No log	1.4493	100	1.5063	0.1676	1.5063	1.2273
No log	1.4783	102	1.0089	0.1941	1.0089	1.0045
No log	1.5072	104	0.6810	0.2393	0.6810	0.8252
No log	1.5362	106	0.6494	0.2795	0.6494	0.8059
No log	1.5652	108	0.7823	0.1321	0.7823	0.8845
No log	1.5942	110	1.1410	0.2165	1.1410	1.0682
No log	1.6232	112	1.1293	0.2234	1.1293	1.0627
No log	1.6522	114	0.7006	0.1186	0.7006	0.8370
No log	1.6812	116	0.6467	0.0692	0.6467	0.8042
No log	1.7101	118	0.6854	0.1111	0.6854	0.8279
No log	1.7391	120	0.6211	0.2393	0.6211	0.7881
No log	1.7681	122	0.8694	0.1790	0.8694	0.9324
No log	1.7971	124	1.0398	0.1769	1.0398	1.0197
No log	1.8261	126	0.9557	0.2060	0.9557	0.9776
No log	1.8551	128	0.5892	0.2189	0.5892	0.7676
No log	1.8841	130	0.5952	0.2000	0.5952	0.7715
No log	1.9130	132	0.5916	0.1807	0.5916	0.7691
No log	1.9420	134	1.1853	0.2107	1.1853	1.0887
No log	1.9710	136	1.6412	0.1528	1.6412	1.2811
No log	2.0	138	1.4798	0.1775	1.4798	1.2165
No log	2.0290	140	0.7366	0.2453	0.7366	0.8582
No log	2.0580	142	0.6362	0.2251	0.6362	0.7976
No log	2.0870	144	0.5942	0.2179	0.5942	0.7708
No log	2.1159	146	0.7542	0.1429	0.7542	0.8685
No log	2.1449	148	1.6370	0.1183	1.6370	1.2795
No log	2.1739	150	1.6223	0.1175	1.6223	1.2737
No log	2.2029	152	0.8513	0.1928	0.8513	0.9227
No log	2.2319	154	0.6150	0.1908	0.6150	0.7842
No log	2.2609	156	0.6206	0.1908	0.6206	0.7878
No log	2.2899	158	0.7270	0.1667	0.7270	0.8526
No log	2.3188	160	1.4517	0.1404	1.4517	1.2049
No log	2.3478	162	1.6846	0.0786	1.6846	1.2979
No log	2.3768	164	1.2352	0.1640	1.2352	1.1114
No log	2.4058	166	0.8087	0.2381	0.8087	0.8993
No log	2.4348	168	0.6857	0.2727	0.6857	0.8280
No log	2.4638	170	0.6903	0.2621	0.6903	0.8309
No log	2.4928	172	0.8662	0.2531	0.8662	0.9307
No log	2.5217	174	0.7090	0.2637	0.7090	0.8420
No log	2.5507	176	0.5693	0.2471	0.5693	0.7545
No log	2.5797	178	0.5445	0.2749	0.5445	0.7379
No log	2.6087	180	0.6123	0.2093	0.6123	0.7825
No log	2.6377	182	0.7038	0.2487	0.7038	0.8390
No log	2.6667	184	0.7185	0.2487	0.7185	0.8476
No log	2.6957	186	0.9665	0.2527	0.9665	0.9831
No log	2.7246	188	1.0180	0.2375	1.0180	1.0090
No log	2.7536	190	0.7498	0.3455	0.7498	0.8659
No log	2.7826	192	0.7411	0.3214	0.7411	0.8609
No log	2.8116	194	0.8082	0.3021	0.8082	0.8990
No log	2.8406	196	0.9770	0.2768	0.9770	0.9885
No log	2.8696	198	0.7048	0.1919	0.7048	0.8395
No log	2.8986	200	0.5363	0.2189	0.5363	0.7323
No log	2.9275	202	0.6183	0.2265	0.6183	0.7863
No log	2.9565	204	0.9605	0.2741	0.9605	0.9801
No log	2.9855	206	1.5126	0.1368	1.5126	1.2299
No log	3.0145	208	1.5715	0.1145	1.5715	1.2536
No log	3.0435	210	1.4405	0.1515	1.4405	1.2002
No log	3.0725	212	1.1717	0.2340	1.1717	1.0824
No log	3.1014	214	1.0201	0.1525	1.0201	1.0100
No log	3.1304	216	0.8453	0.2146	0.8453	0.9194
No log	3.1594	218	0.8783	0.2222	0.8783	0.9372
No log	3.1884	220	0.8531	0.2300	0.8531	0.9237
No log	3.2174	222	0.7172	0.2251	0.7172	0.8469
No log	3.2464	224	0.6428	0.2644	0.6428	0.8018
No log	3.2754	226	0.6614	0.1529	0.6614	0.8132
No log	3.3043	228	0.8810	0.2294	0.8810	0.9386
No log	3.3333	230	0.8913	0.1579	0.8913	0.9441
No log	3.3623	232	0.8646	0.1515	0.8646	0.9298
No log	3.3913	234	0.8955	0.1515	0.8955	0.9463
No log	3.4203	236	0.9525	0.1935	0.9525	0.9759
No log	3.4493	238	0.8865	0.2000	0.8865	0.9416
No log	3.4783	240	1.0037	0.1680	1.0037	1.0019
No log	3.5072	242	0.9166	0.1667	0.9166	0.9574
No log	3.5362	244	0.7357	0.2332	0.7357	0.8577
No log	3.5652	246	0.6271	0.2195	0.6271	0.7919
No log	3.5942	248	0.6248	0.2381	0.6248	0.7905
No log	3.6232	250	0.6935	0.2174	0.6935	0.8328
No log	3.6522	252	0.9335	0.2263	0.9335	0.9662
No log	3.6812	254	1.1392	0.1655	1.1392	1.0674
No log	3.7101	256	0.9458	0.1931	0.9458	0.9725
No log	3.7391	258	0.7244	0.1543	0.7244	0.8511
No log	3.7681	260	0.7407	0.1111	0.7407	0.8607
No log	3.7971	262	0.9166	0.1930	0.9166	0.9574
No log	3.8261	264	1.2429	0.1153	1.2429	1.1149
No log	3.8551	266	1.1956	0.1634	1.1956	1.0935
No log	3.8841	268	0.9546	0.1169	0.9546	0.9770
No log	3.9130	270	0.8044	0.0833	0.8044	0.8969
No log	3.9420	272	0.7960	0.0939	0.7960	0.8922
No log	3.9710	274	0.9195	0.1504	0.9195	0.9589
No log	4.0	276	0.9154	0.1515	0.9154	0.9568
No log	4.0290	278	0.9061	0.1570	0.9061	0.9519
No log	4.0580	280	0.9597	0.0968	0.9597	0.9797
No log	4.0870	282	1.0288	0.1045	1.0288	1.0143
No log	4.1159	284	1.0312	0.1628	1.0312	1.0155
No log	4.1449	286	1.2489	0.1125	1.2489	1.1176
No log	4.1739	288	1.2938	0.0886	1.2938	1.1375
No log	4.2029	290	0.9628	0.1130	0.9628	0.9812
No log	4.2319	292	0.7517	0.0968	0.7517	0.8670
No log	4.2609	294	0.7229	0.1381	0.7229	0.8503
No log	4.2899	296	0.8250	0.1373	0.8250	0.9083
No log	4.3188	298	1.1162	0.1418	1.1162	1.0565
No log	4.3478	300	1.1936	0.0933	1.1936	1.0925
No log	4.3768	302	0.9968	0.1660	0.9968	0.9984
No log	4.4058	304	0.7350	0.1381	0.7350	0.8573
No log	4.4348	306	0.6254	0.1807	0.6254	0.7908
No log	4.4638	308	0.6208	0.1818	0.6208	0.7879
No log	4.4928	310	0.7243	0.1913	0.7243	0.8511
No log	4.5217	312	1.0795	0.1304	1.0795	1.0390
No log	4.5507	314	1.0646	0.1000	1.0646	1.0318
No log	4.5797	316	0.7714	0.2323	0.7714	0.8783
No log	4.6087	318	0.6734	0.1905	0.6734	0.8206
No log	4.6377	320	0.6869	0.1908	0.6869	0.8288
No log	4.6667	322	0.8324	0.2000	0.8324	0.9124
No log	4.6957	324	1.0547	0.0720	1.0547	1.0270
No log	4.7246	326	1.0067	0.1319	1.0067	1.0033
No log	4.7536	328	0.7678	0.1921	0.7678	0.8762
No log	4.7826	330	0.6926	0.2184	0.6926	0.8322
No log	4.8116	332	0.7545	0.1429	0.7545	0.8686
No log	4.8406	334	1.0046	0.1373	1.0046	1.0023
No log	4.8696	336	1.3747	0.0976	1.3747	1.1725
No log	4.8986	338	1.4119	0.0751	1.4119	1.1882
No log	4.9275	340	1.1688	0.0897	1.1688	1.0811
No log	4.9565	342	1.0050	0.1373	1.0050	1.0025
No log	4.9855	344	1.0763	0.0815	1.0763	1.0375
No log	5.0145	346	1.1685	0.0897	1.1685	1.0810
No log	5.0435	348	1.0172	0.1373	1.0172	1.0086
No log	5.0725	350	0.9848	0.1373	0.9848	0.9923
No log	5.1014	352	0.9065	0.1667	0.9065	0.9521
No log	5.1304	354	0.7420	0.1568	0.7420	0.8614
No log	5.1594	356	0.6940	0.1529	0.6940	0.8330
No log	5.1884	358	0.7523	0.2000	0.7523	0.8674
No log	5.2174	360	0.7109	0.1543	0.7109	0.8431
No log	5.2464	362	0.6846	0.1529	0.6846	0.8274
No log	5.2754	364	0.7377	0.2000	0.7377	0.8589
No log	5.3043	366	0.9831	0.1373	0.9831	0.9915
No log	5.3333	368	1.1907	0.0872	1.1907	1.0912
No log	5.3623	370	1.0814	0.1648	1.0814	1.0399
No log	5.3913	372	0.8056	0.2000	0.8056	0.8976
No log	5.4203	374	0.6360	0.2189	0.6360	0.7975
No log	5.4493	376	0.6028	0.2370	0.6028	0.7764
No log	5.4783	378	0.6313	0.1807	0.6313	0.7946
No log	5.5072	380	0.7756	0.2000	0.7756	0.8807
No log	5.5362	382	0.9110	0.2348	0.9110	0.9545
No log	5.5652	384	0.8497	0.2381	0.8497	0.9218
No log	5.5942	386	0.7023	0.1913	0.7023	0.8380
No log	5.6232	388	0.6148	0.1807	0.6148	0.7841
No log	5.6522	390	0.5922	0.2393	0.5922	0.7696
No log	5.6812	392	0.6076	0.1905	0.6076	0.7795
No log	5.7101	394	0.7286	0.1915	0.7286	0.8536
No log	5.7391	396	0.8339	0.2372	0.8339	0.9132
No log	5.7681	398	0.9224	0.2348	0.9224	0.9604
No log	5.7971	400	0.8390	0.2381	0.8390	0.9159
No log	5.8261	402	0.8219	0.2300	0.8219	0.9066
No log	5.8551	404	0.8175	0.2300	0.8175	0.9041
No log	5.8841	406	0.8971	0.2000	0.8971	0.9471
No log	5.9130	408	0.9761	0.1059	0.9761	0.9880
No log	5.9420	410	0.8789	0.2711	0.8789	0.9375
No log	5.9710	412	0.7685	0.1919	0.7685	0.8766
No log	6.0	414	0.7273	0.1915	0.7273	0.8528
No log	6.0290	416	0.7529	0.2000	0.7529	0.8677
No log	6.0580	418	0.8819	0.2372	0.8819	0.9391
No log	6.0870	420	1.1069	0.0877	1.1069	1.0521
No log	6.1159	422	1.1932	0.0710	1.1932	1.0923
No log	6.1449	424	1.0939	0.1111	1.0939	1.0459
No log	6.1739	426	0.8953	0.2372	0.8953	0.9462
No log	6.2029	428	0.7238	0.1475	0.7238	0.8508
No log	6.2319	430	0.6641	0.1617	0.6641	0.8149
No log	6.2609	432	0.6681	0.1445	0.6681	0.8174
No log	6.2899	434	0.7071	0.2000	0.7071	0.8409
No log	6.3188	436	0.8424	0.2294	0.8424	0.9178
No log	6.3478	438	1.0432	0.1040	1.0432	1.0214
No log	6.3768	440	1.1396	0.0792	1.1396	1.0675
No log	6.4058	442	1.1189	0.0792	1.1189	1.0578
No log	6.4348	444	1.0264	0.1040	1.0264	1.0131
No log	6.4638	446	0.8955	0.1931	0.8955	0.9463
No log	6.4928	448	0.7411	0.1414	0.7411	0.8609
No log	6.5217	450	0.7000	0.1648	0.7000	0.8367
No log	6.5507	452	0.7225	0.1398	0.7225	0.8500
No log	6.5797	454	0.7946	0.2315	0.7946	0.8914
No log	6.6087	456	0.8078	0.2308	0.8078	0.8988
No log	6.6377	458	0.8815	0.2000	0.8815	0.9389
No log	6.6667	460	0.9514	0.1667	0.9514	0.9754
No log	6.6957	462	0.9098	0.1667	0.9098	0.9538
No log	6.7246	464	0.8033	0.2308	0.8033	0.8963
No log	6.7536	466	0.7081	0.1915	0.7081	0.8415
No log	6.7826	468	0.6819	0.1658	0.6819	0.8258
No log	6.8116	470	0.7176	0.1917	0.7176	0.8471
No log	6.8406	472	0.7600	0.2315	0.7600	0.8718
No log	6.8696	474	0.7602	0.2315	0.7602	0.8719
No log	6.8986	476	0.7730	0.2308	0.7730	0.8792
No log	6.9275	478	0.8092	0.2390	0.8092	0.8996
No log	6.9565	480	0.7457	0.2323	0.7457	0.8635
No log	6.9855	482	0.6482	0.1813	0.6482	0.8051
No log	7.0145	484	0.6027	0.1905	0.6027	0.7763
No log	7.0435	486	0.6039	0.2593	0.6039	0.7771
No log	7.0725	488	0.6581	0.1818	0.6581	0.8112
No log	7.1014	490	0.7974	0.2390	0.7974	0.8930
No log	7.1304	492	0.9189	0.1644	0.9189	0.9586
No log	7.1594	494	0.9443	0.1644	0.9443	0.9718
No log	7.1884	496	0.8538	0.2381	0.8538	0.9240
No log	7.2174	498	0.7244	0.2239	0.7244	0.8511
0.4804	7.2464	500	0.6806	0.2258	0.6806	0.8250
0.4804	7.2754	502	0.7094	0.2245	0.7094	0.8423
0.4804	7.3043	504	0.7992	0.2000	0.7992	0.8940
0.4804	7.3333	506	0.9343	0.1304	0.9343	0.9666
0.4804	7.3623	508	0.9508	0.1304	0.9508	0.9751
0.4804	7.3913	510	0.8573	0.2381	0.8573	0.9259
0.4804	7.4203	512	0.7553	0.1919	0.7553	0.8691
0.4804	7.4493	514	0.7047	0.2245	0.7047	0.8394
0.4804	7.4783	516	0.6976	0.2251	0.6976	0.8352
0.4804	7.5072	518	0.7620	0.1919	0.7620	0.8729
0.4804	7.5362	520	0.9008	0.1636	0.9008	0.9491
0.4804	7.5652	522	1.0707	0.1059	1.0707	1.0347
0.4804	7.5942	524	1.1077	0.0491	1.1077	1.0525
0.4804	7.6232	526	1.0214	0.1347	1.0214	1.0106
0.4804	7.6522	528	0.8713	0.2381	0.8713	0.9335
0.4804	7.6812	530	0.7493	0.1919	0.7493	0.8656
0.4804	7.7101	532	0.7196	0.1832	0.7196	0.8483
0.4804	7.7391	534	0.7522	0.1841	0.7522	0.8673
0.4804	7.7681	536	0.8269	0.2300	0.8269	0.9093
0.4804	7.7971	538	0.9092	0.1560	0.9092	0.9535
0.4804	7.8261	540	0.9357	0.1644	0.9357	0.9673
0.4804	7.8551	542	0.9005	0.1628	0.9005	0.9490
0.4804	7.8841	544	0.8514	0.2381	0.8514	0.9227
0.4804	7.9130	546	0.8425	0.2381	0.8425	0.9179
0.4804	7.9420	548	0.8602	0.2381	0.8602	0.9275
0.4804	7.9710	550	0.9051	0.1628	0.9051	0.9514
0.4804	8.0	552	0.8861	0.2381	0.8861	0.9413
0.4804	8.0290	554	0.8269	0.2000	0.8269	0.9093
0.4804	8.0580	556	0.7862	0.1923	0.7862	0.8867
0.4804	8.0870	558	0.7398	0.1917	0.7398	0.8601
0.4804	8.1159	560	0.7470	0.1837	0.7470	0.8643
0.4804	8.1449	562	0.7907	0.1923	0.7907	0.8892
0.4804	8.1739	564	0.8168	0.1923	0.8168	0.9038
0.4804	8.2029	566	0.8520	0.2381	0.8520	0.9230
0.4804	8.2319	568	0.8645	0.2381	0.8645	0.9298
0.4804	8.2609	570	0.8684	0.2381	0.8684	0.9319
0.4804	8.2899	572	0.8920	0.1636	0.8920	0.9445
0.4804	8.3188	574	0.8900	0.1636	0.8900	0.9434
0.4804	8.3478	576	0.8768	0.1636	0.8768	0.9364
0.4804	8.3768	578	0.8202	0.2381	0.8202	0.9056
0.4804	8.4058	580	0.7525	0.1919	0.7525	0.8675
0.4804	8.4348	582	0.7120	0.1837	0.7120	0.8438
0.4804	8.4638	584	0.7013	0.1837	0.7013	0.8375
0.4804	8.4928	586	0.6991	0.1832	0.6991	0.8361
0.4804	8.5217	588	0.7331	0.1919	0.7331	0.8562
0.4804	8.5507	590	0.7569	0.1919	0.7569	0.8700
0.4804	8.5797	592	0.7906	0.2000	0.7906	0.8891
0.4804	8.6087	594	0.8141	0.2381	0.8141	0.9023
0.4804	8.6377	596	0.8544	0.1628	0.8544	0.9243
0.4804	8.6667	598	0.9011	0.1628	0.9011	0.9493
0.4804	8.6957	600	0.9192	0.1644	0.9192	0.9587
0.4804	8.7246	602	0.9165	0.1570	0.9165	0.9573
0.4804	8.7536	604	0.9265	0.1570	0.9265	0.9626
0.4804	8.7826	606	0.9056	0.1560	0.9056	0.9516
0.4804	8.8116	608	0.8789	0.1560	0.8789	0.9375
0.4804	8.8406	610	0.8475	0.1560	0.8475	0.9206
0.4804	8.8696	612	0.8262	0.2300	0.8262	0.9090
0.4804	8.8986	614	0.8173	0.2300	0.8173	0.9041
0.4804	8.9275	616	0.8328	0.2300	0.8328	0.9126
0.4804	8.9565	618	0.8509	0.1628	0.8509	0.9225
0.4804	8.9855	620	0.8559	0.1628	0.8559	0.9252
0.4804	9.0145	622	0.8444	0.2381	0.8444	0.9189
0.4804	9.0435	624	0.8204	0.2300	0.8204	0.9058
0.4804	9.0725	626	0.8025	0.1923	0.8025	0.8958
0.4804	9.1014	628	0.7825	0.1923	0.7825	0.8846
0.4804	9.1304	630	0.7625	0.1919	0.7625	0.8732
0.4804	9.1594	632	0.7414	0.1917	0.7414	0.8610
0.4804	9.1884	634	0.7247	0.1837	0.7247	0.8513
0.4804	9.2174	636	0.7212	0.1837	0.7212	0.8492
0.4804	9.2464	638	0.7249	0.1837	0.7249	0.8514
0.4804	9.2754	640	0.7436	0.1917	0.7436	0.8623
0.4804	9.3043	642	0.7717	0.1919	0.7717	0.8785
0.4804	9.3333	644	0.7975	0.1923	0.7975	0.8930
0.4804	9.3623	646	0.8233	0.2000	0.8233	0.9074
0.4804	9.3913	648	0.8617	0.1628	0.8617	0.9283
0.4804	9.4203	650	0.9004	0.1628	0.9004	0.9489
0.4804	9.4493	652	0.9246	0.1636	0.9246	0.9616
0.4804	9.4783	654	0.9394	0.1636	0.9394	0.9692
0.4804	9.5072	656	0.9411	0.1636	0.9411	0.9701
0.4804	9.5362	658	0.9381	0.1636	0.9381	0.9686
0.4804	9.5652	660	0.9280	0.1636	0.9280	0.9633
0.4804	9.5942	662	0.9145	0.1636	0.9145	0.9563
0.4804	9.6232	664	0.9017	0.1628	0.9017	0.9496
0.4804	9.6522	666	0.8923	0.1628	0.8923	0.9446
0.4804	9.6812	668	0.8764	0.1628	0.8764	0.9362
0.4804	9.7101	670	0.8673	0.1628	0.8673	0.9313
0.4804	9.7391	672	0.8567	0.1628	0.8567	0.9256
0.4804	9.7681	674	0.8499	0.1628	0.8499	0.9219
0.4804	9.7971	676	0.8412	0.1238	0.8412	0.9172
0.4804	9.8261	678	0.8320	0.1238	0.8320	0.9122
0.4804	9.8551	680	0.8295	0.1238	0.8295	0.9108
0.4804	9.8841	682	0.8282	0.1238	0.8282	0.9101
0.4804	9.9130	684	0.8261	0.2000	0.8261	0.9089
0.4804	9.9420	686	0.8256	0.2000	0.8256	0.9086
0.4804	9.9710	688	0.8254	0.2000	0.8254	0.9085
0.4804	10.0	690	0.8260	0.2000	0.8260	0.9088

Framework versions

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