ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_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: 0.8258
• Qwk: 0.1560
• Mse: 0.8258
• Rmse: 0.9087

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	0.7963
No log	0.6667	46	0.8042	0.0933	0.8042	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	0.7260	0.1543	0.7260	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	1.1156	0.1407	1.1156	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	1.0359	0.0929	1.0359	1.0178
No log	1.0725	74	1.3063	0.0588	1.3063	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	0.9402	-0.0046	0.9402	0.9696
No log	1.2174	84	1.0175	0.0645	1.0175	1.0087
No log	1.2464	86	1.3712	0.0644	1.3712	1.1710
No log	1.2754	88	1.3505	0.0644	1.3505	1.1621
No log	1.3043	90	1.5298	0.0488	1.5298	1.2369
No log	1.3333	92	0.9065	0.0901	0.9065	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	0.9533
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	0.7807	0.1321	0.7807	0.8836
No log	1.5942	110	1.1379	0.2165	1.1379	1.0667
No log	1.6232	112	1.1272	0.2234	1.1272	1.0617
No log	1.6522	114	0.7010	0.1186	0.7010	0.8373
No log	1.6812	116	0.6469	0.0692	0.6469	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	0.7884
No log	1.7681	122	0.8693	0.1790	0.8693	0.9324
No log	1.7971	124	1.0356	0.1769	1.0356	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	0.7700
No log	1.9130	132	0.5921	0.1807	0.5921	0.7695
No log	1.9420	134	1.1820	0.2107	1.1820	1.0872
No log	1.9710	136	1.6311	0.1528	1.6311	1.2771
No log	2.0	138	1.4736	0.1775	1.4736	1.2139
No log	2.0290	140	0.7339	0.2453	0.7339	0.8567
No log	2.0580	142	0.6349	0.2251	0.6349	0.7968
No log	2.0870	144	0.5927	0.2179	0.5927	0.7698
No log	2.1159	146	0.7611	0.1088	0.7611	0.8724
No log	2.1449	148	1.6483	0.1183	1.6483	1.2839
No log	2.1739	150	1.6250	0.1186	1.6250	1.2748
No log	2.2029	152	0.8482	0.1928	0.8482	0.9210
No log	2.2319	154	0.6182	0.2381	0.6182	0.7863
No log	2.2609	156	0.6232	0.2381	0.6232	0.7894
No log	2.2899	158	0.7237	0.1667	0.7237	0.8507
No log	2.3188	160	1.4482	0.1404	1.4482	1.2034
No log	2.3478	162	1.6886	0.0786	1.6886	1.2995
No log	2.3768	164	1.2426	0.1640	1.2426	1.1147
No log	2.4058	166	0.8006	0.2390	0.8006	0.8948
No log	2.4348	168	0.6851	0.2653	0.6851	0.8277
No log	2.4638	170	0.6769	0.2165	0.6769	0.8228
No log	2.4928	172	0.8347	0.2881	0.8347	0.9136
No log	2.5217	174	0.6966	0.2637	0.6966	0.8346
No log	2.5507	176	0.5730	0.2471	0.5730	0.7570
No log	2.5797	178	0.5501	0.2749	0.5501	0.7417
No log	2.6087	180	0.6294	0.2088	0.6294	0.7934
No log	2.6377	182	0.7256	0.2245	0.7256	0.8518
No log	2.6667	184	0.7136	0.2487	0.7136	0.8448
No log	2.6957	186	0.9168	0.2248	0.9168	0.9575
No log	2.7246	188	0.9532	0.2782	0.9532	0.9763
No log	2.7536	190	0.7268	0.3561	0.7268	0.8525
No log	2.7826	192	0.7309	0.2986	0.7309	0.8549
No log	2.8116	194	0.8500	0.2640	0.8500	0.9220
No log	2.8406	196	1.0569	0.2653	1.0569	1.0281
No log	2.8696	198	0.7449	0.2000	0.7449	0.8631
No log	2.8986	200	0.5410	0.2289	0.5410	0.7355
No log	2.9275	202	0.6203	0.2265	0.6203	0.7876
No log	2.9565	204	0.9541	0.2441	0.9541	0.9768
No log	2.9855	206	1.5389	0.1368	1.5389	1.2405
No log	3.0145	208	1.6161	0.1365	1.6161	1.2713
No log	3.0435	210	1.5330	0.1332	1.5330	1.2381
No log	3.0725	212	1.1926	0.2056	1.1926	1.0921
No log	3.1014	214	1.0178	0.1525	1.0178	1.0089
No log	3.1304	216	0.8517	0.2146	0.8517	0.9229
No log	3.1594	218	0.8811	0.2222	0.8811	0.9387
No log	3.1884	220	0.8447	0.1923	0.8447	0.9191
No log	3.2174	222	0.7082	0.1732	0.7082	0.8415
No log	3.2464	224	0.6442	0.2289	0.6442	0.8026
No log	3.2754	226	0.6608	0.1515	0.6608	0.8129
No log	3.3043	228	0.8738	0.2294	0.8738	0.9348
No log	3.3333	230	0.8859	0.1579	0.8859	0.9412
No log	3.3623	232	0.8450	0.1150	0.8450	0.9193
No log	3.3913	234	0.8675	0.1150	0.8675	0.9314
No log	3.4203	236	0.9405	0.2263	0.9405	0.9698
No log	3.4493	238	0.9399	0.1667	0.9399	0.9695
No log	3.4783	240	0.9432	0.2000	0.9432	0.9712
No log	3.5072	242	0.8044	0.2727	0.8044	0.8969
No log	3.5362	244	0.6890	0.2265	0.6890	0.8301
No log	3.5652	246	0.6844	0.2174	0.6844	0.8273
No log	3.5942	248	0.6900	0.2169	0.6900	0.8307
No log	3.6232	250	0.7812	0.1765	0.7812	0.8839
No log	3.6522	252	0.9536	0.2263	0.9536	0.9765
No log	3.6812	254	1.0921	0.1396	1.0921	1.0450
No log	3.7101	256	0.8815	0.1429	0.8815	0.9389
No log	3.7391	258	0.7455	0.0601	0.7455	0.8635
No log	3.7681	260	0.8008	0.1658	0.8008	0.8949
No log	3.7971	262	1.0172	0.1605	1.0172	1.0085
No log	3.8261	264	1.1114	0.1318	1.1114	1.0542
No log	3.8551	266	1.0556	0.1235	1.0556	1.0274
No log	3.8841	268	1.0682	0.125	1.0682	1.0336
No log	3.9130	270	0.9515	0.1071	0.9515	0.9755
No log	3.9420	272	0.9263	0.1131	0.9263	0.9625
No log	3.9710	274	0.8452	0.1357	0.8452	0.9194
No log	4.0	276	0.7371	0.1325	0.7371	0.8586
No log	4.0290	278	0.7077	0.1138	0.7077	0.8412
No log	4.0580	280	0.7069	0.1500	0.7069	0.8408
No log	4.0870	282	0.9698	0.1020	0.9698	0.9848
No log	4.1159	284	1.1064	0.0897	1.1064	1.0519
No log	4.1449	286	1.0942	0.1143	1.0942	1.0460
No log	4.1739	288	0.8181	0.1770	0.8181	0.9045
No log	4.2029	290	0.7320	0.1304	0.7320	0.8556
No log	4.2319	292	0.7915	0.0798	0.7915	0.8896
No log	4.2609	294	0.7128	0.1716	0.7128	0.8443
No log	4.2899	296	0.8686	0.1770	0.8686	0.9320
No log	4.3188	298	1.4153	0.0520	1.4153	1.1897
No log	4.3478	300	1.5144	0.0769	1.5144	1.2306
No log	4.3768	302	1.1293	0.0792	1.1293	1.0627
No log	4.4058	304	0.7169	0.2088	0.7169	0.8467
No log	4.4348	306	0.7026	0.1832	0.7026	0.8382
No log	4.4638	308	0.7553	0.0638	0.7553	0.8691
No log	4.4928	310	0.6592	0.0455	0.6592	0.8119
No log	4.5217	312	0.6803	0.1813	0.6803	0.8248
No log	4.5507	314	0.7979	0.1919	0.7979	0.8933
No log	4.5797	316	0.7864	0.1917	0.7864	0.8868
No log	4.6087	318	0.7931	0.2444	0.7931	0.8905
No log	4.6377	320	0.7333	0.2000	0.7333	0.8563
No log	4.6667	322	0.7310	0.1908	0.7310	0.8550
No log	4.6957	324	0.7677	0.1910	0.7677	0.8762
No log	4.7246	326	0.8204	0.1921	0.8204	0.9058
No log	4.7536	328	0.8196	0.1503	0.8196	0.9053
No log	4.7826	330	0.7637	0.1658	0.7637	0.8739
No log	4.8116	332	0.8273	0.1675	0.8273	0.9096
No log	4.8406	334	1.0356	0.1245	1.0356	1.0177
No log	4.8696	336	1.1926	0.0769	1.1926	1.0920
No log	4.8986	338	1.1080	0.1027	1.1080	1.0526
No log	4.9275	340	1.0276	0.0968	1.0276	1.0137
No log	4.9565	342	0.9923	0.1333	0.9923	0.9961
No log	4.9855	344	1.0173	0.1673	1.0173	1.0086
No log	5.0145	346	0.9639	0.1333	0.9639	0.9818
No log	5.0435	348	0.8053	0.1919	0.8053	0.8974
No log	5.0725	350	0.8035	0.1841	0.8035	0.8964
No log	5.1014	352	0.8387	0.2300	0.8387	0.9158
No log	5.1304	354	0.7890	0.1429	0.7890	0.8883
No log	5.1594	356	0.8212	0.2300	0.8212	0.9062
No log	5.1884	358	0.9107	0.2000	0.9107	0.9543
No log	5.2174	360	0.8077	0.1923	0.8077	0.8987
No log	5.2464	362	0.6556	0.2340	0.6556	0.8097
No log	5.2754	364	0.6144	0.2090	0.6144	0.7838
No log	5.3043	366	0.6306	0.2169	0.6306	0.7941
No log	5.3333	368	0.7844	0.1845	0.7844	0.8857
No log	5.3623	370	0.9485	0.1667	0.9485	0.9739
No log	5.3913	372	0.8979	0.2294	0.8979	0.9476
No log	5.4203	374	0.7558	0.2077	0.7558	0.8694
No log	5.4493	376	0.6921	0.2000	0.6921	0.8319
No log	5.4783	378	0.6685	0.2444	0.6685	0.8176
No log	5.5072	380	0.7167	0.1739	0.7167	0.8466
No log	5.5362	382	0.8030	0.2308	0.8030	0.8961
No log	5.5652	384	0.7532	0.1489	0.7532	0.8679
No log	5.5942	386	0.6765	0.1818	0.6765	0.8225
No log	5.6232	388	0.6593	0.2184	0.6593	0.8120
No log	5.6522	390	0.6591	0.2542	0.6591	0.8119
No log	5.6812	392	0.6665	0.2179	0.6665	0.8164
No log	5.7101	394	0.7824	0.1917	0.7824	0.8845
No log	5.7391	396	0.8366	0.2300	0.8366	0.9147
No log	5.7681	398	0.8651	0.2294	0.8651	0.9301
No log	5.7971	400	0.7636	0.1832	0.7636	0.8738
No log	5.8261	402	0.7776	0.1832	0.7776	0.8818
No log	5.8551	404	0.8783	0.1211	0.8783	0.9372
No log	5.8841	406	1.0037	0.1040	1.0037	1.0018
No log	5.9130	408	0.9095	0.1228	0.9095	0.9537
No log	5.9420	410	0.7803	0.2161	0.7803	0.8833
No log	5.9710	412	0.7318	0.1746	0.7318	0.8554
No log	6.0	414	0.7602	0.2161	0.7602	0.8719
No log	6.0290	416	0.8120	0.2000	0.8120	0.9011
No log	6.0580	418	0.8808	0.2000	0.8808	0.9385
No log	6.0870	420	0.9287	0.1319	0.9287	0.9637
No log	6.1159	422	0.8942	0.1304	0.8942	0.9456
No log	6.1449	424	0.7709	0.2000	0.7709	0.8780
No log	6.1739	426	0.6639	0.1648	0.6639	0.8148
No log	6.2029	428	0.6606	0.2000	0.6606	0.8128
No log	6.2319	430	0.6972	0.2000	0.6972	0.8350
No log	6.2609	432	0.7664	0.2390	0.7664	0.8754
No log	6.2899	434	0.8948	0.1493	0.8948	0.9459
No log	6.3188	436	1.0513	0.0698	1.0513	1.0253
No log	6.3478	438	1.1812	0.0769	1.1812	1.0868
No log	6.3768	440	1.1486	0.0745	1.1486	1.0717
No log	6.4058	442	1.0074	0.1020	1.0074	1.0037
No log	6.4348	444	0.8636	0.2308	0.8636	0.9293
No log	6.4638	446	0.8674	0.1927	0.8674	0.9314
No log	6.4928	448	0.8234	0.1921	0.8234	0.9074
No log	6.5217	450	0.8462	0.1549	0.8462	0.9199
No log	6.5507	452	0.8304	0.1921	0.8304	0.9113
No log	6.5797	454	0.8106	0.1921	0.8106	0.9003
No log	6.6087	456	0.7429	0.1828	0.7429	0.8619
No log	6.6377	458	0.7728	0.2315	0.7728	0.8791
No log	6.6667	460	0.8688	0.2308	0.8688	0.9321
No log	6.6957	462	0.8919	0.1927	0.8919	0.9444
No log	6.7246	464	0.8449	0.2308	0.8449	0.9192
No log	6.7536	466	0.8059	0.2308	0.8059	0.8977
No log	6.7826	468	0.8084	0.2308	0.8084	0.8991
No log	6.8116	470	0.7923	0.2308	0.7923	0.8901
No log	6.8406	472	0.7548	0.1915	0.7548	0.8688
No log	6.8696	474	0.7335	0.1913	0.7335	0.8565
No log	6.8986	476	0.7465	0.1913	0.7465	0.8640
No log	6.9275	478	0.7890	0.2332	0.7890	0.8882
No log	6.9565	480	0.7541	0.1915	0.7541	0.8684
No log	6.9855	482	0.6754	0.1724	0.6754	0.8218
No log	7.0145	484	0.6354	0.2485	0.6354	0.7971
No log	7.0435	486	0.6512	0.1724	0.6512	0.8070
No log	7.0725	488	0.7301	0.2251	0.7301	0.8545
No log	7.1014	490	0.8606	0.1628	0.8606	0.9277
No log	7.1304	492	0.9735	0.1000	0.9735	0.9867
No log	7.1594	494	1.0149	0.0694	1.0149	1.0074
No log	7.1884	496	0.9318	0.1588	0.9318	0.9653
No log	7.2174	498	0.8276	0.1481	0.8276	0.9097
0.4816	7.2464	500	0.8095	0.1481	0.8095	0.8997
0.4816	7.2754	502	0.8708	0.1855	0.8708	0.9332
0.4816	7.3043	504	0.9675	0.0667	0.9675	0.9836
0.4816	7.3333	506	1.0254	0.0667	1.0254	1.0126
0.4816	7.3623	508	0.9658	0.0667	0.9658	0.9827
0.4816	7.3913	510	0.8370	0.1481	0.8370	0.9149
0.4816	7.4203	512	0.7696	0.2245	0.7696	0.8773
0.4816	7.4493	514	0.7694	0.2251	0.7694	0.8771
0.4816	7.4783	516	0.8172	0.1481	0.8172	0.9040
0.4816	7.5072	518	0.9445	0.1289	0.9445	0.9718
0.4816	7.5362	520	1.0406	0.1020	1.0406	1.0201
0.4816	7.5652	522	1.0576	0.1059	1.0576	1.0284
0.4816	7.5942	524	0.9677	0.0924	0.9677	0.9837
0.4816	7.6232	526	0.8663	0.1174	0.8663	0.9307
0.4816	7.6522	528	0.8077	0.1923	0.8077	0.8987
0.4816	7.6812	530	0.7721	0.1915	0.7721	0.8787
0.4816	7.7101	532	0.8040	0.1921	0.8040	0.8967
0.4816	7.7391	534	0.8716	0.1560	0.8716	0.9336
0.4816	7.7681	536	0.9488	0.1245	0.9488	0.9741
0.4816	7.7971	538	1.0260	0.136	1.0260	1.0129
0.4816	7.8261	540	0.9851	0.1667	0.9851	0.9925
0.4816	7.8551	542	0.8934	0.1211	0.8934	0.9452
0.4816	7.8841	544	0.8087	0.1921	0.8087	0.8993
0.4816	7.9130	546	0.7771	0.1919	0.7771	0.8815
0.4816	7.9420	548	0.7760	0.1921	0.7760	0.8809
0.4816	7.9710	550	0.8099	0.2390	0.8099	0.8999
0.4816	8.0	552	0.8103	0.2390	0.8103	0.9002
0.4816	8.0290	554	0.7988	0.1921	0.7988	0.8938
0.4816	8.0580	556	0.7896	0.1923	0.7896	0.8886
0.4816	8.0870	558	0.7587	0.1919	0.7587	0.8710
0.4816	8.1159	560	0.7500	0.1841	0.7500	0.8660
0.4816	8.1449	562	0.7817	0.1923	0.7817	0.8842
0.4816	8.1739	564	0.8373	0.1560	0.8373	0.9150
0.4816	8.2029	566	0.8898	0.1560	0.8898	0.9433
0.4816	8.2319	568	0.9102	0.1579	0.9102	0.9540
0.4816	8.2609	570	0.8932	0.1560	0.8932	0.9451
0.4816	8.2899	572	0.8634	0.1560	0.8634	0.9292
0.4816	8.3188	574	0.8216	0.1560	0.8216	0.9064
0.4816	8.3478	576	0.7896	0.1923	0.7896	0.8886
0.4816	8.3768	578	0.7664	0.1848	0.7664	0.8755
0.4816	8.4058	580	0.7516	0.1845	0.7516	0.8669
0.4816	8.4348	582	0.7587	0.1848	0.7587	0.8711
0.4816	8.4638	584	0.7758	0.1923	0.7758	0.8808
0.4816	8.4928	586	0.7729	0.1923	0.7729	0.8791
0.4816	8.5217	588	0.8065	0.2300	0.8065	0.8981
0.4816	8.5507	590	0.8131	0.2300	0.8131	0.9017
0.4816	8.5797	592	0.8119	0.2300	0.8119	0.9010
0.4816	8.6087	594	0.7915	0.1923	0.7915	0.8896
0.4816	8.6377	596	0.7967	0.1923	0.7967	0.8926
0.4816	8.6667	598	0.8224	0.1560	0.8224	0.9069
0.4816	8.6957	600	0.8280	0.1560	0.8280	0.9100
0.4816	8.7246	602	0.8290	0.1560	0.8290	0.9105
0.4816	8.7536	604	0.8462	0.1560	0.8462	0.9199
0.4816	8.7826	606	0.8403	0.1560	0.8403	0.9167
0.4816	8.8116	608	0.8247	0.1560	0.8247	0.9081
0.4816	8.8406	610	0.8034	0.1923	0.8034	0.8963
0.4816	8.8696	612	0.7986	0.1923	0.7986	0.8936
0.4816	8.8986	614	0.8085	0.2300	0.8085	0.8991
0.4816	8.9275	616	0.8472	0.1560	0.8472	0.9205
0.4816	8.9565	618	0.8753	0.1560	0.8753	0.9356
0.4816	8.9855	620	0.8817	0.1560	0.8817	0.9390
0.4816	9.0145	622	0.8656	0.1560	0.8656	0.9304
0.4816	9.0435	624	0.8341	0.1560	0.8341	0.9133
0.4816	9.0725	626	0.8078	0.2300	0.8078	0.8988
0.4816	9.1014	628	0.7760	0.1921	0.7760	0.8809
0.4816	9.1304	630	0.7464	0.1832	0.7464	0.8640
0.4816	9.1594	632	0.7223	0.1398	0.7223	0.8499
0.4816	9.1884	634	0.7107	0.1381	0.7107	0.8430
0.4816	9.2174	636	0.7136	0.1381	0.7136	0.8447
0.4816	9.2464	638	0.7220	0.1398	0.7220	0.8497
0.4816	9.2754	640	0.7429	0.1915	0.7429	0.8619
0.4816	9.3043	642	0.7701	0.1917	0.7701	0.8775
0.4816	9.3333	644	0.7945	0.1921	0.7945	0.8913
0.4816	9.3623	646	0.8182	0.2300	0.8182	0.9045
0.4816	9.3913	648	0.8534	0.1560	0.8534	0.9238
0.4816	9.4203	650	0.8899	0.1628	0.8899	0.9434
0.4816	9.4493	652	0.9135	0.1273	0.9135	0.9558
0.4816	9.4783	654	0.9275	0.1273	0.9275	0.9631
0.4816	9.5072	656	0.9287	0.1273	0.9287	0.9637
0.4816	9.5362	658	0.9213	0.1273	0.9213	0.9598
0.4816	9.5652	660	0.9057	0.1273	0.9057	0.9517
0.4816	9.5942	662	0.8897	0.1628	0.8897	0.9432
0.4816	9.6232	664	0.8778	0.1560	0.8778	0.9369
0.4816	9.6522	666	0.8723	0.1560	0.8723	0.9340
0.4816	9.6812	668	0.8607	0.1560	0.8607	0.9277
0.4816	9.7101	670	0.8545	0.1560	0.8545	0.9244
0.4816	9.7391	672	0.8485	0.1560	0.8485	0.9211
0.4816	9.7681	674	0.8457	0.1560	0.8457	0.9196
0.4816	9.7971	676	0.8391	0.1560	0.8391	0.9160
0.4816	9.8261	678	0.8321	0.1560	0.8321	0.9122
0.4816	9.8551	680	0.8305	0.1560	0.8305	0.9113
0.4816	9.8841	682	0.8290	0.1560	0.8290	0.9105
0.4816	9.9130	684	0.8267	0.1560	0.8267	0.9092
0.4816	9.9420	686	0.8259	0.1560	0.8259	0.9088
0.4816	9.9710	688	0.8254	0.1560	0.8254	0.9085
0.4816	10.0	690	0.8258	0.1560	0.8258	0.9087

Framework versions

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