ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k11_task2_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: 0.9347
• Qwk: 0.3045
• Mse: 0.9347
• Rmse: 0.9668

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	0.0571	2	4.4913	0.0010	4.4913	2.1193
No log	0.1143	4	3.0772	-0.0396	3.0772	1.7542
No log	0.1714	6	1.7439	0.0372	1.7439	1.3206
No log	0.2286	8	1.4318	-0.0146	1.4318	1.1966
No log	0.2857	10	1.2981	-0.0047	1.2981	1.1393
No log	0.3429	12	1.3810	0.0019	1.3810	1.1752
No log	0.4	14	1.7162	0.0317	1.7162	1.3100
No log	0.4571	16	1.6929	0.0	1.6929	1.3011
No log	0.5143	18	1.4966	0.0317	1.4966	1.2233
No log	0.5714	20	1.2809	0.0987	1.2809	1.1318
No log	0.6286	22	1.1797	0.0979	1.1797	1.0861
No log	0.6857	24	1.1874	0.1609	1.1874	1.0897
No log	0.7429	26	1.2365	0.0711	1.2365	1.1120
No log	0.8	28	1.3462	0.0370	1.3462	1.1603
No log	0.8571	30	1.4985	-0.0059	1.4985	1.2241
No log	0.9143	32	1.5378	-0.0304	1.5378	1.2401
No log	0.9714	34	1.7136	-0.1369	1.7136	1.3090
No log	1.0286	36	2.0069	-0.2595	2.0069	1.4166
No log	1.0857	38	1.8709	-0.2357	1.8709	1.3678
No log	1.1429	40	1.6385	0.0242	1.6385	1.2800
No log	1.2	42	1.6288	0.1315	1.6288	1.2763
No log	1.2571	44	1.5529	0.1050	1.5529	1.2461
No log	1.3143	46	1.3164	0.1435	1.3164	1.1474
No log	1.3714	48	1.2614	0.1612	1.2614	1.1231
No log	1.4286	50	1.2829	0.1809	1.2829	1.1327
No log	1.4857	52	1.2965	0.1809	1.2965	1.1386
No log	1.5429	54	1.2601	0.1435	1.2601	1.1225
No log	1.6	56	1.2253	0.2376	1.2253	1.1069
No log	1.6571	58	1.2590	0.3088	1.2590	1.1220
No log	1.7143	60	1.2823	0.3624	1.2823	1.1324
No log	1.7714	62	1.1768	0.3230	1.1768	1.0848
No log	1.8286	64	1.1462	0.2823	1.1462	1.0706
No log	1.8857	66	1.2889	0.2049	1.2889	1.1353
No log	1.9429	68	1.1216	0.2637	1.1216	1.0590
No log	2.0	70	1.0311	0.3469	1.0311	1.0154
No log	2.0571	72	1.3644	0.3337	1.3644	1.1681
No log	2.1143	74	1.2033	0.4815	1.2033	1.0970
No log	2.1714	76	0.9795	0.4181	0.9795	0.9897
No log	2.2286	78	1.2078	0.2626	1.2078	1.0990
No log	2.2857	80	1.2831	0.1928	1.2831	1.1327
No log	2.3429	82	1.1161	0.3204	1.1161	1.0565
No log	2.4	84	1.0343	0.4084	1.0343	1.0170
No log	2.4571	86	1.1296	0.3713	1.1296	1.0628
No log	2.5143	88	1.2076	0.3101	1.2076	1.0989
No log	2.5714	90	1.0879	0.3595	1.0879	1.0430
No log	2.6286	92	1.0504	0.4254	1.0504	1.0249
No log	2.6857	94	1.1060	0.3329	1.1060	1.0517
No log	2.7429	96	1.0620	0.4292	1.0620	1.0306
No log	2.8	98	1.0510	0.4273	1.0510	1.0252
No log	2.8571	100	1.0425	0.4273	1.0425	1.0211
No log	2.9143	102	1.0258	0.4275	1.0258	1.0128
No log	2.9714	104	1.0221	0.4218	1.0221	1.0110
No log	3.0286	106	1.0983	0.3421	1.0983	1.0480
No log	3.0857	108	1.1589	0.3768	1.1589	1.0765
No log	3.1429	110	0.9962	0.3886	0.9962	0.9981
No log	3.2	112	1.0594	0.4470	1.0594	1.0293
No log	3.2571	114	1.1340	0.4963	1.1340	1.0649
No log	3.3143	116	0.9540	0.4546	0.9540	0.9767
No log	3.3714	118	1.0064	0.4450	1.0064	1.0032
No log	3.4286	120	1.3164	0.3581	1.3164	1.1474
No log	3.4857	122	1.1292	0.4105	1.1292	1.0626
No log	3.5429	124	0.9093	0.4371	0.9093	0.9536
No log	3.6	126	0.8614	0.4217	0.8614	0.9281
No log	3.6571	128	0.8867	0.4718	0.8867	0.9416
No log	3.7143	130	0.9371	0.4600	0.9371	0.9681
No log	3.7714	132	0.8959	0.3908	0.8959	0.9465
No log	3.8286	134	0.9390	0.4459	0.9390	0.9690
No log	3.8857	136	0.9555	0.4202	0.9555	0.9775
No log	3.9429	138	0.9123	0.4002	0.9123	0.9551
No log	4.0	140	1.0993	0.3300	1.0993	1.0485
No log	4.0571	142	1.2476	0.3913	1.2476	1.1170
No log	4.1143	144	1.0621	0.3193	1.0621	1.0306
No log	4.1714	146	0.9310	0.3463	0.9310	0.9649
No log	4.2286	148	1.1569	0.3792	1.1569	1.0756
No log	4.2857	150	1.2495	0.3071	1.2495	1.1178
No log	4.3429	152	1.1242	0.2809	1.1242	1.0603
No log	4.4	154	0.9470	0.2503	0.9470	0.9732
No log	4.4571	156	1.0183	0.3852	1.0183	1.0091
No log	4.5143	158	1.1878	0.3670	1.1878	1.0899
No log	4.5714	160	1.1176	0.3744	1.1176	1.0572
No log	4.6286	162	0.9445	0.3263	0.9445	0.9719
No log	4.6857	164	0.9313	0.3363	0.9313	0.9650
No log	4.7429	166	1.0034	0.3560	1.0034	1.0017
No log	4.8	168	0.9725	0.3560	0.9725	0.9862
No log	4.8571	170	0.9054	0.3762	0.9054	0.9515
No log	4.9143	172	0.9707	0.3897	0.9707	0.9853
No log	4.9714	174	1.0152	0.3655	1.0152	1.0076
No log	5.0286	176	0.9773	0.3942	0.9773	0.9886
No log	5.0857	178	0.8826	0.4282	0.8826	0.9395
No log	5.1429	180	0.9167	0.3936	0.9167	0.9574
No log	5.2	182	1.0009	0.4781	1.0009	1.0004
No log	5.2571	184	0.9546	0.4781	0.9546	0.9770
No log	5.3143	186	0.8599	0.5126	0.8599	0.9273
No log	5.3714	188	1.0050	0.5058	1.0050	1.0025
No log	5.4286	190	1.2337	0.3898	1.2337	1.1107
No log	5.4857	192	1.1840	0.4452	1.1840	1.0881
No log	5.5429	194	0.9449	0.4622	0.9449	0.9721
No log	5.6	196	0.8559	0.4760	0.8559	0.9251
No log	5.6571	198	0.8559	0.4042	0.8559	0.9251
No log	5.7143	200	0.8436	0.3896	0.8436	0.9185
No log	5.7714	202	0.8400	0.4180	0.8400	0.9165
No log	5.8286	204	0.8493	0.4681	0.8493	0.9216
No log	5.8857	206	0.8351	0.4706	0.8351	0.9138
No log	5.9429	208	0.8206	0.4498	0.8206	0.9059
No log	6.0	210	0.8032	0.5312	0.8032	0.8962
No log	6.0571	212	0.7994	0.4240	0.7994	0.8941
No log	6.1143	214	0.8120	0.4146	0.8120	0.9011
No log	6.1714	216	0.8062	0.5538	0.8062	0.8979
No log	6.2286	218	0.8062	0.5538	0.8062	0.8979
No log	6.2857	220	0.8363	0.4434	0.8363	0.9145
No log	6.3429	222	0.8987	0.3503	0.8987	0.9480
No log	6.4	224	0.8866	0.3519	0.8866	0.9416
No log	6.4571	226	0.8922	0.3174	0.8922	0.9446
No log	6.5143	228	0.8942	0.3838	0.8942	0.9456
No log	6.5714	230	0.8997	0.3493	0.8997	0.9485
No log	6.6286	232	0.8823	0.3796	0.8823	0.9393
No log	6.6857	234	0.8813	0.3820	0.8813	0.9388
No log	6.7429	236	0.8963	0.4264	0.8963	0.9468
No log	6.8	238	0.8785	0.3936	0.8785	0.9373
No log	6.8571	240	0.8967	0.4166	0.8967	0.9469
No log	6.9143	242	0.8239	0.4526	0.8239	0.9077
No log	6.9714	244	0.8172	0.4884	0.8172	0.9040
No log	7.0286	246	0.8077	0.4300	0.8077	0.8987
No log	7.0857	248	0.7968	0.4575	0.7968	0.8926
No log	7.1429	250	0.7929	0.4482	0.7929	0.8905
No log	7.2	252	0.7856	0.3570	0.7856	0.8863
No log	7.2571	254	0.8061	0.4587	0.8061	0.8979
No log	7.3143	256	0.7874	0.4439	0.7874	0.8873
No log	7.3714	258	0.7612	0.4963	0.7612	0.8725
No log	7.4286	260	0.8148	0.4519	0.8148	0.9026
No log	7.4857	262	0.8673	0.4257	0.8673	0.9313
No log	7.5429	264	0.8206	0.4657	0.8206	0.9059
No log	7.6	266	0.8236	0.4439	0.8236	0.9075
No log	7.6571	268	0.8518	0.4164	0.8518	0.9229
No log	7.7143	270	0.8596	0.4164	0.8596	0.9271
No log	7.7714	272	0.8592	0.4302	0.8592	0.9269
No log	7.8286	274	0.8651	0.3926	0.8651	0.9301
No log	7.8857	276	0.9065	0.3794	0.9065	0.9521
No log	7.9429	278	0.8948	0.3931	0.8948	0.9459
No log	8.0	280	0.8717	0.3838	0.8717	0.9336
No log	8.0571	282	0.8857	0.3738	0.8857	0.9411
No log	8.1143	284	0.8839	0.4039	0.8839	0.9402
No log	8.1714	286	0.8944	0.3890	0.8944	0.9457
No log	8.2286	288	0.9075	0.3493	0.9075	0.9526
No log	8.2857	290	0.9110	0.3493	0.9110	0.9545
No log	8.3429	292	0.9268	0.3347	0.9268	0.9627
No log	8.4	294	0.9153	0.3299	0.9153	0.9567
No log	8.4571	296	0.8962	0.3335	0.8962	0.9467
No log	8.5143	298	0.8947	0.3335	0.8947	0.9459
No log	8.5714	300	0.8869	0.3437	0.8869	0.9418
No log	8.6286	302	0.8925	0.3145	0.8925	0.9447
No log	8.6857	304	0.8818	0.3191	0.8818	0.9390
No log	8.7429	306	0.9112	0.3985	0.9112	0.9546
No log	8.8	308	0.8761	0.4264	0.8761	0.9360
No log	8.8571	310	0.8496	0.3720	0.8496	0.9217
No log	8.9143	312	0.8536	0.3557	0.8536	0.9239
No log	8.9714	314	0.9342	0.4379	0.9342	0.9666
No log	9.0286	316	0.9144	0.4237	0.9144	0.9562
No log	9.0857	318	0.8668	0.4180	0.8668	0.9310
No log	9.1429	320	0.8693	0.3621	0.8693	0.9324
No log	9.2	322	0.9332	0.4165	0.9332	0.9660
No log	9.2571	324	0.9304	0.4069	0.9304	0.9646
No log	9.3143	326	0.9026	0.3738	0.9026	0.9501
No log	9.3714	328	0.8796	0.3632	0.8796	0.9379
No log	9.4286	330	0.8925	0.4466	0.8925	0.9447
No log	9.4857	332	0.9017	0.3965	0.9017	0.9496
No log	9.5429	334	0.9233	0.3965	0.9233	0.9609
No log	9.6	336	0.9166	0.3356	0.9166	0.9574
No log	9.6571	338	0.9403	0.2782	0.9403	0.9697
No log	9.7143	340	0.9460	0.2257	0.9460	0.9726
No log	9.7714	342	0.9521	0.2991	0.9521	0.9757
No log	9.8286	344	0.9485	0.2835	0.9485	0.9739
No log	9.8857	346	0.9682	0.2938	0.9682	0.9840
No log	9.9429	348	1.0221	0.4275	1.0221	1.0110
No log	10.0	350	1.0260	0.3937	1.0260	1.0129
No log	10.0571	352	1.0157	0.4136	1.0157	1.0078
No log	10.1143	354	0.9435	0.2416	0.9435	0.9714
No log	10.1714	356	0.9882	0.2945	0.9882	0.9941
No log	10.2286	358	0.9657	0.3354	0.9657	0.9827
No log	10.2857	360	0.9261	0.3356	0.9261	0.9623
No log	10.3429	362	0.9466	0.3814	0.9466	0.9730
No log	10.4	364	0.9247	0.2782	0.9247	0.9616
No log	10.4571	366	0.9246	0.2993	0.9246	0.9616
No log	10.5143	368	0.9641	0.3794	0.9641	0.9819
No log	10.5714	370	0.9626	0.3936	0.9626	0.9811
No log	10.6286	372	0.9347	0.4297	0.9347	0.9668
No log	10.6857	374	0.9177	0.4302	0.9177	0.9579
No log	10.7429	376	0.8870	0.4242	0.8870	0.9418
No log	10.8	378	0.8784	0.3720	0.8784	0.9372
No log	10.8571	380	0.8477	0.4512	0.8477	0.9207
No log	10.9143	382	0.8263	0.4656	0.8263	0.9090
No log	10.9714	384	0.8246	0.4599	0.8246	0.9081
No log	11.0286	386	0.8581	0.4400	0.8581	0.9263
No log	11.0857	388	0.9271	0.4703	0.9271	0.9629
No log	11.1429	390	0.9315	0.4563	0.9315	0.9651
No log	11.2	392	0.8779	0.4004	0.8779	0.9370
No log	11.2571	394	0.8489	0.4599	0.8489	0.9214
No log	11.3143	396	0.8419	0.4423	0.8419	0.9176
No log	11.3714	398	0.8472	0.4599	0.8472	0.9204
No log	11.4286	400	0.8507	0.4075	0.8507	0.9223
No log	11.4857	402	0.8331	0.4036	0.8331	0.9128
No log	11.5429	404	0.8314	0.3655	0.8314	0.9118
No log	11.6	406	0.8447	0.4021	0.8447	0.9191
No log	11.6571	408	0.8154	0.3655	0.8154	0.9030
No log	11.7143	410	0.7907	0.3392	0.7907	0.8892
No log	11.7714	412	0.7878	0.3933	0.7878	0.8876
No log	11.8286	414	0.7788	0.4282	0.7788	0.8825
No log	11.8857	416	0.7853	0.3510	0.7853	0.8861
No log	11.9429	418	0.8069	0.3201	0.8069	0.8983
No log	12.0	420	0.8216	0.3307	0.8216	0.9064
No log	12.0571	422	0.8274	0.3124	0.8274	0.9096
No log	12.1143	424	0.8085	0.4204	0.8085	0.8991
No log	12.1714	426	0.7801	0.4036	0.7801	0.8833
No log	12.2286	428	0.7662	0.4526	0.7662	0.8753
No log	12.2857	430	0.7620	0.4873	0.7620	0.8729
No log	12.3429	432	0.7625	0.4978	0.7625	0.8732
No log	12.4	434	0.7931	0.4262	0.7931	0.8906
No log	12.4571	436	0.8221	0.4262	0.8221	0.9067
No log	12.5143	438	0.8540	0.4720	0.8540	0.9241
No log	12.5714	440	0.8301	0.4720	0.8301	0.9111
No log	12.6286	442	0.7968	0.4262	0.7968	0.8926
No log	12.6857	444	0.7509	0.5142	0.7509	0.8666
No log	12.7429	446	0.7448	0.5011	0.7448	0.8630
No log	12.8	448	0.7596	0.5270	0.7596	0.8716
No log	12.8571	450	0.8247	0.4262	0.8247	0.9081
No log	12.9143	452	0.8767	0.4262	0.8767	0.9363
No log	12.9714	454	0.8863	0.4262	0.8863	0.9415
No log	13.0286	456	0.8716	0.3533	0.8716	0.9336
No log	13.0857	458	0.8190	0.3147	0.8190	0.9050
No log	13.1429	460	0.7988	0.4385	0.7988	0.8937
No log	13.2	462	0.8121	0.4300	0.8121	0.9012
No log	13.2571	464	0.8724	0.4390	0.8724	0.9340
No log	13.3143	466	0.8842	0.4390	0.8842	0.9403
No log	13.3714	468	0.8448	0.4334	0.8448	0.9191
No log	13.4286	470	0.8239	0.4512	0.8239	0.9077
No log	13.4857	472	0.8340	0.4512	0.8340	0.9132
No log	13.5429	474	0.8555	0.4241	0.8555	0.9249
No log	13.6	476	0.8597	0.4002	0.8597	0.9272
No log	13.6571	478	0.8572	0.3998	0.8572	0.9258
No log	13.7143	480	0.8464	0.4389	0.8464	0.9200
No log	13.7714	482	0.8398	0.4385	0.8398	0.9164
No log	13.8286	484	0.8590	0.4102	0.8590	0.9268
No log	13.8857	486	0.8905	0.3533	0.8905	0.9437
No log	13.9429	488	0.9120	0.3519	0.9120	0.9550
No log	14.0	490	0.8952	0.3655	0.8952	0.9461
No log	14.0571	492	0.8823	0.3278	0.8823	0.9393
No log	14.1143	494	0.8909	0.4029	0.8909	0.9439
No log	14.1714	496	0.9331	0.3859	0.9331	0.9660
No log	14.2286	498	0.9462	0.4008	0.9462	0.9727
0.3569	14.2857	500	0.9360	0.3356	0.9360	0.9675
0.3569	14.3429	502	0.9538	0.3100	0.9538	0.9766
0.3569	14.4	504	1.0194	0.3297	1.0194	1.0097
0.3569	14.4571	506	1.0774	0.2696	1.0774	1.0380
0.3569	14.5143	508	1.0706	0.2696	1.0706	1.0347
0.3569	14.5714	510	0.9877	0.3488	0.9877	0.9939
0.3569	14.6286	512	0.8986	0.3897	0.8986	0.9480
0.3569	14.6857	514	0.8817	0.4394	0.8817	0.9390
0.3569	14.7429	516	0.8551	0.4297	0.8551	0.9247
0.3569	14.8	518	0.8533	0.4700	0.8533	0.9237
0.3569	14.8571	520	0.8884	0.4031	0.8884	0.9425
0.3569	14.9143	522	1.0019	0.3636	1.0019	1.0009
0.3569	14.9714	524	1.0701	0.3739	1.0701	1.0345
0.3569	15.0286	526	1.0300	0.3636	1.0300	1.0149
0.3569	15.0857	528	0.9427	0.3891	0.9427	0.9709
0.3569	15.1429	530	0.8844	0.3383	0.8844	0.9404
0.3569	15.2	532	0.8636	0.2939	0.8636	0.9293
0.3569	15.2571	534	0.8694	0.3666	0.8694	0.9324
0.3569	15.3143	536	0.9002	0.4262	0.9002	0.9488
0.3569	15.3714	538	0.9212	0.3897	0.9212	0.9598
0.3569	15.4286	540	0.9789	0.3897	0.9789	0.9894
0.3569	15.4857	542	0.9601	0.3897	0.9601	0.9799
0.3569	15.5429	544	0.8966	0.4262	0.8966	0.9469
0.3569	15.6	546	0.8303	0.3609	0.8303	0.9112
0.3569	15.6571	548	0.8231	0.3609	0.8231	0.9072
0.3569	15.7143	550	0.8408	0.3687	0.8408	0.9170
0.3569	15.7714	552	0.9024	0.4484	0.9024	0.9500
0.3569	15.8286	554	0.9144	0.4128	0.9144	0.9562
0.3569	15.8857	556	0.8677	0.4490	0.8677	0.9315
0.3569	15.9429	558	0.8208	0.3687	0.8208	0.9060
0.3569	16.0	560	0.8309	0.3687	0.8309	0.9116
0.3569	16.0571	562	0.8555	0.4490	0.8555	0.9249
0.3569	16.1143	564	0.8791	0.4490	0.8791	0.9376
0.3569	16.1714	566	0.8443	0.4490	0.8443	0.9189
0.3569	16.2286	568	0.7910	0.3729	0.7910	0.8894
0.3569	16.2857	570	0.7669	0.4865	0.7669	0.8757
0.3569	16.3429	572	0.7599	0.4898	0.7599	0.8717
0.3569	16.4	574	0.7595	0.4860	0.7595	0.8715
0.3569	16.4571	576	0.7564	0.5300	0.7564	0.8697
0.3569	16.5143	578	0.7874	0.4808	0.7874	0.8874
0.3569	16.5714	580	0.8903	0.5124	0.8903	0.9436
0.3569	16.6286	582	0.9402	0.4783	0.9402	0.9696
0.3569	16.6857	584	0.9064	0.4490	0.9064	0.9520
0.3569	16.7429	586	0.8387	0.4434	0.8387	0.9158
0.3569	16.8	588	0.8236	0.4599	0.8236	0.9075
0.3569	16.8571	590	0.8572	0.5045	0.8572	0.9258
0.3569	16.9143	592	0.8530	0.4748	0.8530	0.9236
0.3569	16.9714	594	0.8434	0.4555	0.8434	0.9184
0.3569	17.0286	596	0.8827	0.3729	0.8827	0.9395
0.3569	17.0857	598	1.0035	0.3897	1.0035	1.0017
0.3569	17.1429	600	1.0961	0.3540	1.0961	1.0470
0.3569	17.2	602	1.1168	0.3552	1.1168	1.0568
0.3569	17.2571	604	1.0885	0.3579	1.0885	1.0433
0.3569	17.3143	606	0.9952	0.4261	0.9952	0.9976
0.3569	17.3714	608	0.9209	0.4164	0.9209	0.9596
0.3569	17.4286	610	0.8712	0.3868	0.8712	0.9334
0.3569	17.4857	612	0.8596	0.3508	0.8596	0.9271
0.3569	17.5429	614	0.8778	0.3868	0.8778	0.9369
0.3569	17.6	616	0.9273	0.3786	0.9273	0.9630
0.3569	17.6571	618	0.9732	0.3786	0.9732	0.9865
0.3569	17.7143	620	0.9850	0.3405	0.9850	0.9925
0.3569	17.7714	622	0.9621	0.4262	0.9621	0.9809
0.3569	17.8286	624	0.8912	0.4262	0.8912	0.9440
0.3569	17.8857	626	0.8406	0.4067	0.8406	0.9168
0.3569	17.9429	628	0.8271	0.4202	0.8271	0.9094
0.3569	18.0	630	0.8189	0.4331	0.8189	0.9049
0.3569	18.0571	632	0.8002	0.4465	0.8002	0.8946
0.3569	18.1143	634	0.8070	0.4036	0.8070	0.8984
0.3569	18.1714	636	0.8241	0.3822	0.8241	0.9078
0.3569	18.2286	638	0.8378	0.3674	0.8378	0.9153
0.3569	18.2857	640	0.8574	0.3374	0.8574	0.9260
0.3569	18.3429	642	0.8682	0.3779	0.8682	0.9318
0.3569	18.4	644	0.8687	0.3674	0.8687	0.9321
0.3569	18.4571	646	0.8615	0.3779	0.8615	0.9282
0.3569	18.5143	648	0.8437	0.3779	0.8437	0.9185
0.3569	18.5714	650	0.8258	0.3641	0.8258	0.9087
0.3569	18.6286	652	0.8103	0.4036	0.8103	0.9002
0.3569	18.6857	654	0.8068	0.4367	0.8068	0.8982
0.3569	18.7429	656	0.8052	0.4367	0.8052	0.8973
0.3569	18.8	658	0.8059	0.4466	0.8059	0.8977
0.3569	18.8571	660	0.8432	0.4300	0.8432	0.9183
0.3569	18.9143	662	0.8956	0.4300	0.8956	0.9463
0.3569	18.9714	664	0.9493	0.3897	0.9493	0.9743
0.3569	19.0286	666	0.9618	0.3762	0.9618	0.9807
0.3569	19.0857	668	0.9533	0.3753	0.9533	0.9764
0.3569	19.1429	670	0.9230	0.3449	0.9230	0.9607
0.3569	19.2	672	0.8914	0.3961	0.8914	0.9441
0.3569	19.2571	674	0.8781	0.3753	0.8781	0.9371
0.3569	19.3143	676	0.8762	0.3771	0.8762	0.9361
0.3569	19.3714	678	0.8995	0.3506	0.8995	0.9484
0.3569	19.4286	680	0.9531	0.4259	0.9531	0.9763
0.3569	19.4857	682	1.0026	0.4	1.0026	1.0013
0.3569	19.5429	684	1.0457	0.3647	1.0457	1.0226
0.3569	19.6	686	1.0629	0.3138	1.0629	1.0310
0.3569	19.6571	688	1.0420	0.2381	1.0420	1.0208
0.3569	19.7143	690	0.9968	0.2850	0.9968	0.9984
0.3569	19.7714	692	0.9557	0.2834	0.9557	0.9776
0.3569	19.8286	694	0.9347	0.3045	0.9347	0.9668

Framework versions

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