ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k3_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: 0.8045
• Qwk: 0.1150
• Mse: 0.8045
• Rmse: 0.8969

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1818	2	3.4939	-0.0047	3.4939	1.8692
No log	0.3636	4	1.8714	0.0943	1.8714	1.3680
No log	0.5455	6	2.1638	0.0229	2.1638	1.4710
No log	0.7273	8	1.5643	0.0799	1.5643	1.2507
No log	0.9091	10	1.0555	-0.2432	1.0555	1.0274
No log	1.0909	12	0.8411	-0.1233	0.8411	0.9171
No log	1.2727	14	0.7997	-0.0695	0.7997	0.8943
No log	1.4545	16	0.8166	-0.0240	0.8166	0.9036
No log	1.6364	18	0.9232	-0.0218	0.9232	0.9608
No log	1.8182	20	1.2421	0.0	1.2421	1.1145
No log	2.0	22	1.4854	0.0425	1.4854	1.2188
No log	2.1818	24	1.4236	0.0425	1.4236	1.1932
No log	2.3636	26	1.1898	0.0	1.1898	1.0908
No log	2.5455	28	0.9591	-0.0648	0.9591	0.9793
No log	2.7273	30	0.8541	0.0409	0.8541	0.9242
No log	2.9091	32	0.8223	-0.0790	0.8223	0.9068
No log	3.0909	34	0.8434	-0.1244	0.8434	0.9184
No log	3.2727	36	1.2480	0.0022	1.2480	1.1171
No log	3.4545	38	2.2853	0.0369	2.2853	1.5117
No log	3.6364	40	2.4972	-0.0168	2.4972	1.5802
No log	3.8182	42	1.5175	-0.0199	1.5175	1.2319
No log	4.0	44	0.7926	-0.0160	0.7926	0.8903
No log	4.1818	46	0.7167	-0.0069	0.7167	0.8466
No log	4.3636	48	0.7486	-0.1765	0.7486	0.8652
No log	4.5455	50	0.8940	0.0111	0.8940	0.9455
No log	4.7273	52	1.0840	0.0279	1.0840	1.0411
No log	4.9091	54	1.2998	0.0	1.2998	1.1401
No log	5.0909	56	1.1693	0.0317	1.1693	1.0813
No log	5.2727	58	0.8941	-0.0886	0.8941	0.9455
No log	5.4545	60	0.9208	-0.1270	0.9208	0.9596
No log	5.6364	62	0.9148	-0.1270	0.9148	0.9564
No log	5.8182	64	0.8948	-0.0878	0.8948	0.9459
No log	6.0	66	0.7287	0.0506	0.7287	0.8536
No log	6.1818	68	0.7339	0.0506	0.7339	0.8567
No log	6.3636	70	1.0501	-0.0122	1.0501	1.0247
No log	6.5455	72	1.8269	0.0327	1.8269	1.3516
No log	6.7273	74	1.4340	-0.0656	1.4340	1.1975
No log	6.9091	76	0.7847	0.1148	0.7847	0.8858
No log	7.0909	78	0.7335	0.0460	0.7335	0.8565
No log	7.2727	80	0.7384	0.0964	0.7384	0.8593
No log	7.4545	82	0.8563	0.0909	0.8563	0.9253
No log	7.6364	84	1.2429	-0.0334	1.2429	1.1149
No log	7.8182	86	1.0072	0.0175	1.0072	1.0036
No log	8.0	88	0.7970	0.1506	0.7970	0.8928
No log	8.1818	90	0.7470	0.1254	0.7470	0.8643
No log	8.3636	92	0.9868	0.0986	0.9868	0.9934
No log	8.5455	94	1.7265	0.0839	1.7265	1.3140
No log	8.7273	96	1.3355	0.0450	1.3355	1.1557
No log	8.9091	98	0.7790	0.0236	0.7790	0.8826
No log	9.0909	100	0.8309	0.0279	0.8309	0.9115
No log	9.2727	102	0.7972	0.0683	0.7972	0.8929
No log	9.4545	104	0.7150	0.0460	0.7150	0.8455
No log	9.6364	106	1.2217	-0.0351	1.2217	1.1053
No log	9.8182	108	1.9894	0.0694	1.9894	1.4105
No log	10.0	110	1.8923	0.0796	1.8923	1.3756
No log	10.1818	112	1.1259	0.0006	1.1259	1.0611
No log	10.3636	114	0.6911	0.1318	0.6911	0.8313
No log	10.5455	116	0.7290	0.0496	0.7290	0.8538
No log	10.7273	118	0.7176	0.0496	0.7176	0.8471
No log	10.9091	120	0.7144	0.2180	0.7144	0.8452
No log	11.0909	122	1.0103	0.0566	1.0103	1.0051
No log	11.2727	124	1.0705	0.0758	1.0705	1.0347
No log	11.4545	126	0.8310	0.1593	0.8310	0.9116
No log	11.6364	128	0.7084	0.2711	0.7084	0.8417
No log	11.8182	130	0.6942	0.1433	0.6942	0.8332
No log	12.0	132	0.6831	0.1758	0.6831	0.8265
No log	12.1818	134	0.9095	0.0676	0.9095	0.9537
No log	12.3636	136	1.3170	0.0350	1.3170	1.1476
No log	12.5455	138	1.2591	0.0152	1.2591	1.1221
No log	12.7273	140	0.8818	0.0711	0.8818	0.9390
No log	12.9091	142	0.7420	0.1047	0.7420	0.8614
No log	13.0909	144	0.7034	0.1541	0.7034	0.8387
No log	13.2727	146	0.7879	0.1379	0.7879	0.8876
No log	13.4545	148	1.0735	0.0044	1.0735	1.0361
No log	13.6364	150	1.3082	-0.0133	1.3082	1.1438
No log	13.8182	152	1.0806	-0.0306	1.0806	1.0395
No log	14.0	154	0.7497	0.1529	0.7497	0.8659
No log	14.1818	156	0.7149	0.2315	0.7149	0.8455
No log	14.3636	158	0.7855	0.1144	0.7855	0.8863
No log	14.5455	160	0.9598	0.0293	0.9598	0.9797
No log	14.7273	162	1.0402	0.0953	1.0402	1.0199
No log	14.9091	164	0.8817	0.1901	0.8817	0.9390
No log	15.0909	166	0.8336	0.2053	0.8336	0.9130
No log	15.2727	168	0.7933	0.1192	0.7933	0.8907
No log	15.4545	170	0.7787	0.1192	0.7787	0.8824
No log	15.6364	172	0.7844	0.1659	0.7844	0.8857
No log	15.8182	174	0.7844	0.1585	0.7844	0.8857
No log	16.0	176	0.9338	0.0918	0.9338	0.9663
No log	16.1818	178	1.0816	0.1206	1.0816	1.0400
No log	16.3636	180	1.0180	0.1077	1.0180	1.0090
No log	16.5455	182	0.9590	0.1065	0.9590	0.9793
No log	16.7273	184	0.9304	0.1188	0.9304	0.9646
No log	16.9091	186	0.8529	0.1094	0.8529	0.9235
No log	17.0909	188	0.8339	0.0816	0.8339	0.9132
No log	17.2727	190	0.8747	0.0961	0.8747	0.9353
No log	17.4545	192	1.1421	-0.0937	1.1421	1.0687
No log	17.6364	194	1.1980	-0.0129	1.1980	1.0945
No log	17.8182	196	0.9523	-0.0218	0.9523	0.9758
No log	18.0	198	0.7281	0.2096	0.7281	0.8533
No log	18.1818	200	0.7475	0.0123	0.7475	0.8646
No log	18.3636	202	0.7269	0.0145	0.7269	0.8526
No log	18.5455	204	0.6964	0.2166	0.6964	0.8345
No log	18.7273	206	0.8719	0.1360	0.8719	0.9338
No log	18.9091	208	1.1504	-0.0129	1.1504	1.0726
No log	19.0909	210	1.1350	-0.0399	1.1350	1.0654
No log	19.2727	212	0.8596	0.1841	0.8596	0.9272
No log	19.4545	214	0.7262	0.2627	0.7262	0.8522
No log	19.6364	216	0.6968	0.2239	0.6968	0.8348
No log	19.8182	218	0.7083	0.2239	0.7083	0.8416
No log	20.0	220	0.7426	0.2166	0.7426	0.8617
No log	20.1818	222	0.8729	0.2720	0.8729	0.9343
No log	20.3636	224	1.1656	-0.0075	1.1656	1.0796
No log	20.5455	226	1.2765	-0.0140	1.2765	1.1298
No log	20.7273	228	0.9923	0.0065	0.9923	0.9961
No log	20.9091	230	0.7766	0.2277	0.7766	0.8812
No log	21.0909	232	0.7159	0.3321	0.7159	0.8461
No log	21.2727	234	0.7312	0.2757	0.7312	0.8551
No log	21.4545	236	0.7689	0.2566	0.7689	0.8769
No log	21.6364	238	0.7289	0.2757	0.7289	0.8538
No log	21.8182	240	0.6986	0.2181	0.6986	0.8358
No log	22.0	242	0.7124	0.1821	0.7124	0.8441
No log	22.1818	244	0.7191	0.2431	0.7191	0.8480
No log	22.3636	246	0.7846	0.1646	0.7846	0.8858
No log	22.5455	248	0.7973	0.1646	0.7973	0.8929
No log	22.7273	250	0.7531	0.2678	0.7531	0.8678
No log	22.9091	252	0.7492	0.2678	0.7492	0.8656
No log	23.0909	254	0.7394	0.2336	0.7394	0.8599
No log	23.2727	256	0.7675	0.2131	0.7675	0.8760
No log	23.4545	258	0.8547	0.1846	0.8547	0.9245
No log	23.6364	260	0.9247	0.1301	0.9247	0.9616
No log	23.8182	262	1.0082	0.1077	1.0082	1.0041
No log	24.0	264	0.9979	0.1077	0.9979	0.9990
No log	24.1818	266	0.9221	0.1649	0.9221	0.9603
No log	24.3636	268	0.8118	0.2337	0.8118	0.9010
No log	24.5455	270	0.7577	0.2466	0.7577	0.8705
No log	24.7273	272	0.7509	0.2605	0.7509	0.8665
No log	24.9091	274	0.8898	0.0443	0.8898	0.9433
No log	25.0909	276	1.1619	-0.0145	1.1619	1.0779
No log	25.2727	278	1.2035	-0.0129	1.2035	1.0970
No log	25.4545	280	0.9453	0.0391	0.9453	0.9723
No log	25.6364	282	0.7740	0.2070	0.7740	0.8798
No log	25.8182	284	0.7642	0.1742	0.7642	0.8742
No log	26.0	286	0.8153	0.1605	0.8153	0.9030
No log	26.1818	288	0.8336	0.1064	0.8336	0.9130
No log	26.3636	290	1.0059	-0.0301	1.0059	1.0029
No log	26.5455	292	1.0478	-0.0320	1.0478	1.0236
No log	26.7273	294	0.8476	0.1758	0.8476	0.9206
No log	26.9091	296	0.7327	0.2398	0.7327	0.8560
No log	27.0909	298	0.7196	0.1882	0.7196	0.8483
No log	27.2727	300	0.7003	0.1882	0.7003	0.8369
No log	27.4545	302	0.7065	0.2194	0.7065	0.8405
No log	27.6364	304	0.8057	0.2111	0.8057	0.8976
No log	27.8182	306	0.8557	0.2111	0.8557	0.9251
No log	28.0	308	0.8721	0.2111	0.8721	0.9339
No log	28.1818	310	0.7826	0.0392	0.7826	0.8846
No log	28.3636	312	0.7291	0.2358	0.7291	0.8539
No log	28.5455	314	0.7023	0.1705	0.7023	0.8380
No log	28.7273	316	0.7105	0.0426	0.7105	0.8429
No log	28.9091	318	0.7199	0.0426	0.7199	0.8485
No log	29.0909	320	0.7604	0.2259	0.7604	0.8720
No log	29.2727	322	0.8761	0.1780	0.8761	0.9360
No log	29.4545	324	1.0491	0.0952	1.0491	1.0243
No log	29.6364	326	0.9979	0.0735	0.9979	0.9990
No log	29.8182	328	0.8804	0.2216	0.8804	0.9383
No log	30.0	330	0.8484	0.1582	0.8484	0.9211
No log	30.1818	332	0.9056	0.1935	0.9056	0.9516
No log	30.3636	334	0.9295	0.1493	0.9295	0.9641
No log	30.5455	336	0.9214	0.1773	0.9214	0.9599
No log	30.7273	338	0.7976	0.1935	0.7976	0.8931
No log	30.9091	340	0.7986	0.1935	0.7986	0.8936
No log	31.0909	342	0.7745	0.1994	0.7745	0.8800
No log	31.2727	344	0.8468	0.2170	0.8468	0.9202
No log	31.4545	346	0.8466	0.2170	0.8466	0.9201
No log	31.6364	348	0.8732	0.1722	0.8732	0.9345
No log	31.8182	350	0.8462	0.2182	0.8462	0.9199
No log	32.0	352	0.8703	0.1709	0.8703	0.9329
No log	32.1818	354	0.9303	0.1850	0.9303	0.9645
No log	32.3636	356	0.9246	0.1551	0.9246	0.9616
No log	32.5455	358	0.8556	0.2365	0.8556	0.9250
No log	32.7273	360	0.9504	0.1947	0.9504	0.9749
No log	32.9091	362	1.0626	0.1077	1.0626	1.0308
No log	33.0909	364	1.2031	-0.0931	1.2031	1.0968
No log	33.2727	366	1.1547	-0.0931	1.1547	1.0746
No log	33.4545	368	0.9110	0.1788	0.9110	0.9544
No log	33.6364	370	0.7646	0.1817	0.7646	0.8744
No log	33.8182	372	0.7002	0.2288	0.7002	0.8368
No log	34.0	374	0.7031	0.1879	0.7031	0.8385
No log	34.1818	376	0.7839	0.2991	0.7839	0.8854
No log	34.3636	378	0.8672	0.2230	0.8672	0.9312
No log	34.5455	380	0.9211	0.1191	0.9211	0.9597
No log	34.7273	382	0.8564	0.2230	0.8564	0.9254
No log	34.9091	384	0.7070	0.2220	0.7070	0.8408
No log	35.0909	386	0.6801	0.2239	0.6801	0.8247
No log	35.2727	388	0.6904	0.1347	0.6904	0.8309
No log	35.4545	390	0.6938	0.2431	0.6938	0.8330
No log	35.6364	392	0.7798	0.1239	0.7798	0.8830
No log	35.8182	394	1.0063	-0.0668	1.0063	1.0031
No log	36.0	396	1.1967	0.0065	1.1967	1.0939
No log	36.1818	398	1.2520	0.0317	1.2520	1.1189
No log	36.3636	400	1.1645	0.0065	1.1645	1.0791
No log	36.5455	402	0.9966	0.0518	0.9966	0.9983
No log	36.7273	404	0.8407	0.1150	0.8407	0.9169
No log	36.9091	406	0.7504	0.1395	0.7504	0.8663
No log	37.0909	408	0.7297	0.1675	0.7297	0.8542
No log	37.2727	410	0.7473	0.2009	0.7473	0.8645
No log	37.4545	412	0.7954	0.0490	0.7954	0.8918
No log	37.6364	414	0.8648	0.0786	0.8648	0.9299
No log	37.8182	416	0.8759	0.0786	0.8759	0.9359
No log	38.0	418	0.8452	0.0831	0.8452	0.9193
No log	38.1818	420	0.8048	0.1758	0.8048	0.8971
No log	38.3636	422	0.7510	0.1943	0.7510	0.8666
No log	38.5455	424	0.7576	0.1879	0.7576	0.8704
No log	38.7273	426	0.8118	0.1291	0.8118	0.9010
No log	38.9091	428	0.9443	-0.0269	0.9443	0.9717
No log	39.0909	430	1.0884	-0.0385	1.0884	1.0433
No log	39.2727	432	1.1136	-0.0117	1.1136	1.0553
No log	39.4545	434	1.0018	-0.0031	1.0018	1.0009
No log	39.6364	436	0.8073	0.2424	0.8073	0.8985
No log	39.8182	438	0.6979	0.2288	0.6979	0.8354
No log	40.0	440	0.6863	0.1287	0.6863	0.8284
No log	40.1818	442	0.6903	0.1287	0.6903	0.8308
No log	40.3636	444	0.6767	0.1287	0.6767	0.8226
No log	40.5455	446	0.6620	0.0783	0.6620	0.8136
No log	40.7273	448	0.6636	0.1758	0.6636	0.8146
No log	40.9091	450	0.7158	0.2349	0.7158	0.8460
No log	41.0909	452	0.8117	0.3328	0.8117	0.9010
No log	41.2727	454	0.8692	0.2329	0.8692	0.9323
No log	41.4545	456	0.8373	0.2869	0.8373	0.9150
No log	41.6364	458	0.8044	0.2181	0.8044	0.8969
No log	41.8182	460	0.7666	0.1817	0.7666	0.8756
No log	42.0	462	0.7888	0.2181	0.7888	0.8881
No log	42.1818	464	0.8414	0.1453	0.8414	0.9173
No log	42.3636	466	0.8852	0.0946	0.8852	0.9408
No log	42.5455	468	1.0520	0.0772	1.0520	1.0257
No log	42.7273	470	1.1181	0.0594	1.1181	1.0574
No log	42.9091	472	1.1813	0.0471	1.1813	1.0869
No log	43.0909	474	1.0938	0.0835	1.0938	1.0458
No log	43.2727	476	0.9188	0.1493	0.9188	0.9585
No log	43.4545	478	0.8120	0.2430	0.8120	0.9011
No log	43.6364	480	0.7824	0.2220	0.7824	0.8845
No log	43.8182	482	0.8034	0.2054	0.8034	0.8963
No log	44.0	484	0.9234	0.1228	0.9234	0.9610
No log	44.1818	486	0.9823	0.0747	0.9823	0.9911
No log	44.3636	488	0.9655	0.1150	0.9655	0.9826
No log	44.5455	490	0.8847	0.0984	0.8847	0.9406
No log	44.7273	492	0.7973	0.2531	0.7973	0.8929
No log	44.9091	494	0.7596	0.1879	0.7596	0.8716
No log	45.0909	496	0.7557	0.2288	0.7557	0.8693
No log	45.2727	498	0.8370	0.2329	0.8370	0.9149
0.2851	45.4545	500	0.9465	0.1186	0.9465	0.9729
0.2851	45.6364	502	1.0065	0.1396	1.0065	1.0032
0.2851	45.8182	504	0.9856	0.1621	0.9856	0.9928
0.2851	46.0	506	0.9493	0.2131	0.9493	0.9743
0.2851	46.1818	508	0.9013	0.2515	0.9013	0.9494
0.2851	46.3636	510	0.9600	0.2329	0.9600	0.9798
0.2851	46.5455	512	0.9410	0.2615	0.9410	0.9700
0.2851	46.7273	514	0.8952	0.1594	0.8952	0.9462
0.2851	46.9091	516	0.8382	0.2193	0.8382	0.9156
0.2851	47.0909	518	0.8185	0.2502	0.8185	0.9047
0.2851	47.2727	520	0.8786	0.1995	0.8786	0.9373
0.2851	47.4545	522	0.9822	0.1493	0.9822	0.9910
0.2851	47.6364	524	1.0880	0.1110	1.0880	1.0431
0.2851	47.8182	526	1.0482	0.1493	1.0482	1.0238
0.2851	48.0	528	1.0215	0.1853	1.0215	1.0107
0.2851	48.1818	530	0.9135	0.1995	0.9135	0.9558
0.2851	48.3636	532	0.8704	0.1694	0.8704	0.9330
0.2851	48.5455	534	0.8187	0.0816	0.8187	0.9048
0.2851	48.7273	536	0.7719	0.1687	0.7719	0.8786
0.2851	48.9091	538	0.7500	0.1836	0.7500	0.8661
0.2851	49.0909	540	0.7374	0.1836	0.7374	0.8587
0.2851	49.2727	542	0.7449	0.1836	0.7449	0.8631
0.2851	49.4545	544	0.7712	0.1836	0.7712	0.8782
0.2851	49.6364	546	0.8245	0.1775	0.8245	0.9080
0.2851	49.8182	548	0.8349	0.2141	0.8349	0.9137
0.2851	50.0	550	0.8437	0.1701	0.8437	0.9185
0.2851	50.1818	552	0.8889	0.2182	0.8889	0.9428
0.2851	50.3636	554	0.9242	0.1614	0.9242	0.9613
0.2851	50.5455	556	0.9290	0.1614	0.9290	0.9638
0.2851	50.7273	558	0.8797	0.1862	0.8797	0.9379
0.2851	50.9091	560	0.8835	0.1809	0.8835	0.9399
0.2851	51.0909	562	0.8949	0.1337	0.8949	0.9460
0.2851	51.2727	564	0.8852	0.1337	0.8852	0.9408
0.2851	51.4545	566	0.8167	0.2605	0.8167	0.9037
0.2851	51.6364	568	0.7760	0.2832	0.7760	0.8809
0.2851	51.8182	570	0.7692	0.2358	0.7692	0.8771
0.2851	52.0	572	0.7761	0.2358	0.7761	0.8810
0.2851	52.1818	574	0.7836	0.2358	0.7836	0.8852
0.2851	52.3636	576	0.7839	0.1800	0.7839	0.8854
0.2851	52.5455	578	0.7452	0.2358	0.7452	0.8632
0.2851	52.7273	580	0.7142	0.2358	0.7142	0.8451
0.2851	52.9091	582	0.7057	0.2431	0.7057	0.8401
0.2851	53.0909	584	0.7233	0.1943	0.7233	0.8505
0.2851	53.2727	586	0.7880	0.1775	0.7880	0.8877
0.2851	53.4545	588	0.9049	0.0431	0.9049	0.9513
0.2851	53.6364	590	1.0332	-0.0348	1.0332	1.0165
0.2851	53.8182	592	1.0647	-0.0361	1.0647	1.0318
0.2851	54.0	594	0.9849	-0.0648	0.9849	0.9924
0.2851	54.1818	596	0.8454	0.1196	0.8454	0.9195
0.2851	54.3636	598	0.7560	0.2349	0.7560	0.8695
0.2851	54.5455	600	0.7236	0.2105	0.7236	0.8506
0.2851	54.7273	602	0.7118	0.2502	0.7118	0.8437
0.2851	54.9091	604	0.6969	0.2180	0.6969	0.8348
0.2851	55.0909	606	0.6935	0.2180	0.6935	0.8328
0.2851	55.2727	608	0.7069	0.2584	0.7069	0.8408
0.2851	55.4545	610	0.7490	0.2277	0.7490	0.8655
0.2851	55.6364	612	0.8194	0.1605	0.8194	0.9052
0.2851	55.8182	614	0.9362	0.0366	0.9362	0.9676
0.2851	56.0	616	1.0353	0.0006	1.0353	1.0175
0.2851	56.1818	618	1.0839	-0.0012	1.0839	1.0411
0.2851	56.3636	620	0.9905	0.0366	0.9905	0.9952
0.2851	56.5455	622	0.8515	0.1437	0.8515	0.9228
0.2851	56.7273	624	0.7664	0.2092	0.7664	0.8754
0.2851	56.9091	626	0.7116	0.2220	0.7116	0.8436
0.2851	57.0909	628	0.6907	0.1986	0.6907	0.8311
0.2851	57.2727	630	0.6927	0.2349	0.6927	0.8323
0.2851	57.4545	632	0.7032	0.2208	0.7032	0.8386
0.2851	57.6364	634	0.7345	0.1660	0.7345	0.8570
0.2851	57.8182	636	0.7642	0.1605	0.7642	0.8742
0.2851	58.0	638	0.7836	0.1605	0.7836	0.8852
0.2851	58.1818	640	0.7717	0.1605	0.7717	0.8785
0.2851	58.3636	642	0.7710	0.1605	0.7710	0.8781
0.2851	58.5455	644	0.7626	0.1660	0.7626	0.8733
0.2851	58.7273	646	0.7333	0.2220	0.7333	0.8563
0.2851	58.9091	648	0.7059	0.2507	0.7059	0.8402
0.2851	59.0909	650	0.7001	0.2547	0.7001	0.8367
0.2851	59.2727	652	0.6971	0.2547	0.6971	0.8349
0.2851	59.4545	654	0.7031	0.2358	0.7031	0.8385
0.2851	59.6364	656	0.7300	0.2208	0.7300	0.8544
0.2851	59.8182	658	0.7856	0.1605	0.7856	0.8863
0.2851	60.0	660	0.8613	0.0873	0.8613	0.9281
0.2851	60.1818	662	0.9033	0.0486	0.9033	0.9504
0.2851	60.3636	664	0.8678	0.0873	0.8678	0.9315
0.2851	60.5455	666	0.8273	0.0676	0.8273	0.9096
0.2851	60.7273	668	0.8045	0.1150	0.8045	0.8969

Framework versions

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