ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.9472
• Qwk: 0.3614
• Mse: 0.9472
• Rmse: 0.9732

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	0.0253	2	4.6018	0.0010	4.6018	2.1452
No log	0.0506	4	2.8480	-0.0584	2.8480	1.6876
No log	0.0759	6	1.9273	-0.0303	1.9273	1.3883
No log	0.1013	8	2.0782	-0.0233	2.0782	1.4416
No log	0.1266	10	1.7257	-0.0849	1.7257	1.3137
No log	0.1519	12	1.3075	0.0711	1.3075	1.1435
No log	0.1772	14	1.1856	0.1379	1.1856	1.0888
No log	0.2025	16	1.2671	0.0537	1.2671	1.1257
No log	0.2278	18	1.4183	0.1418	1.4183	1.1909
No log	0.2532	20	1.5654	0.1357	1.5654	1.2512
No log	0.2785	22	1.5508	0.1357	1.5508	1.2453
No log	0.3038	24	1.2254	0.1076	1.2254	1.1070
No log	0.3291	26	1.1106	0.2786	1.1106	1.0539
No log	0.3544	28	1.1419	0.2786	1.1419	1.0686
No log	0.3797	30	1.2372	0.1658	1.2372	1.1123
No log	0.4051	32	1.2687	0.1413	1.2687	1.1264
No log	0.4304	34	1.2580	0.1507	1.2580	1.1216
No log	0.4557	36	1.3279	0.1565	1.3279	1.1523
No log	0.4810	38	1.6824	0.1379	1.6824	1.2971
No log	0.5063	40	1.8331	0.0976	1.8331	1.3539
No log	0.5316	42	1.6375	0.1588	1.6375	1.2797
No log	0.5570	44	1.5493	0.1251	1.5493	1.2447
No log	0.5823	46	1.3419	0.1639	1.3419	1.1584
No log	0.6076	48	1.1551	0.1927	1.1551	1.0747
No log	0.6329	50	1.2570	0.1138	1.2570	1.1212
No log	0.6582	52	1.2338	0.1448	1.2338	1.1107
No log	0.6835	54	1.1979	0.1530	1.1979	1.0945
No log	0.7089	56	1.3236	0.0393	1.3236	1.1505
No log	0.7342	58	1.3567	0.0766	1.3567	1.1648
No log	0.7595	60	1.3141	0.1625	1.3141	1.1463
No log	0.7848	62	1.3665	0.1495	1.3665	1.1690
No log	0.8101	64	1.6108	0.0884	1.6108	1.2692
No log	0.8354	66	1.5877	0.0157	1.5877	1.2600
No log	0.8608	68	1.3619	0.0922	1.3619	1.1670
No log	0.8861	70	1.3752	0.1438	1.3752	1.1727
No log	0.9114	72	1.4358	0.2283	1.4358	1.1982
No log	0.9367	74	1.5869	0.1785	1.5869	1.2597
No log	0.9620	76	1.7308	0.2090	1.7308	1.3156
No log	0.9873	78	1.7595	0.1831	1.7595	1.3265
No log	1.0127	80	1.7466	0.2056	1.7466	1.3216
No log	1.0380	82	1.5490	0.3014	1.5490	1.2446
No log	1.0633	84	1.4075	0.2981	1.4075	1.1864
No log	1.0886	86	1.4257	0.3133	1.4257	1.1940
No log	1.1139	88	1.4489	0.3430	1.4489	1.2037
No log	1.1392	90	1.2449	0.2857	1.2449	1.1158
No log	1.1646	92	1.1037	0.3964	1.1037	1.0506
No log	1.1899	94	0.9483	0.3646	0.9483	0.9738
No log	1.2152	96	0.8994	0.3498	0.8994	0.9484
No log	1.2405	98	0.9026	0.3762	0.9026	0.9501
No log	1.2658	100	0.9940	0.3614	0.9940	0.9970
No log	1.2911	102	0.9819	0.3614	0.9819	0.9909
No log	1.3165	104	0.8990	0.3328	0.8990	0.9481
No log	1.3418	106	0.8577	0.4491	0.8577	0.9261
No log	1.3671	108	0.8876	0.4637	0.8876	0.9421
No log	1.3924	110	0.8536	0.4491	0.8536	0.9239
No log	1.4177	112	1.0549	0.4227	1.0549	1.0271
No log	1.4430	114	1.2393	0.3704	1.2393	1.1133
No log	1.4684	116	1.1743	0.4057	1.1743	1.0836
No log	1.4937	118	1.2406	0.3679	1.2406	1.1138
No log	1.5190	120	1.2551	0.3872	1.2551	1.1203
No log	1.5443	122	1.3686	0.3559	1.3686	1.1699
No log	1.5696	124	1.1092	0.3989	1.1092	1.0532
No log	1.5949	126	0.9092	0.3942	0.9092	0.9535
No log	1.6203	128	0.8436	0.3814	0.8436	0.9185
No log	1.6456	130	0.8154	0.4599	0.8154	0.9030
No log	1.6709	132	0.8460	0.5416	0.8460	0.9198
No log	1.6962	134	0.8137	0.4676	0.8137	0.9021
No log	1.7215	136	0.8168	0.4016	0.8168	0.9038
No log	1.7468	138	0.7982	0.5905	0.7982	0.8934
No log	1.7722	140	0.7951	0.5606	0.7951	0.8917
No log	1.7975	142	0.8058	0.5749	0.8058	0.8976
No log	1.8228	144	0.8213	0.5013	0.8213	0.9062
No log	1.8481	146	0.8485	0.5374	0.8485	0.9212
No log	1.8734	148	0.8657	0.56	0.8657	0.9305
No log	1.8987	150	0.7667	0.6107	0.7667	0.8756
No log	1.9241	152	0.7874	0.5178	0.7874	0.8873
No log	1.9494	154	0.8198	0.4568	0.8198	0.9054
No log	1.9747	156	0.7951	0.4964	0.7951	0.8917
No log	2.0	158	0.7912	0.5859	0.7912	0.8895
No log	2.0253	160	0.8051	0.5766	0.8051	0.8973
No log	2.0506	162	0.8175	0.5540	0.8175	0.9042
No log	2.0759	164	0.8996	0.4512	0.8996	0.9485
No log	2.1013	166	1.0378	0.3703	1.0378	1.0187
No log	2.1266	168	0.9842	0.4277	0.9842	0.9921
No log	2.1519	170	0.8848	0.5085	0.8848	0.9406
No log	2.1772	172	0.8328	0.5546	0.8328	0.9126
No log	2.2025	174	0.8449	0.4397	0.8449	0.9192
No log	2.2278	176	1.0231	0.4368	1.0231	1.0115
No log	2.2532	178	0.9648	0.5118	0.9648	0.9822
No log	2.2785	180	0.8506	0.4884	0.8506	0.9223
No log	2.3038	182	0.9033	0.4685	0.9033	0.9504
No log	2.3291	184	1.0104	0.5369	1.0104	1.0052
No log	2.3544	186	0.9849	0.4561	0.9849	0.9924
No log	2.3797	188	0.9339	0.4407	0.9339	0.9664
No log	2.4051	190	0.9476	0.3780	0.9476	0.9735
No log	2.4304	192	0.9332	0.4232	0.9332	0.9660
No log	2.4557	194	1.0118	0.4366	1.0118	1.0059
No log	2.4810	196	1.0682	0.4962	1.0682	1.0335
No log	2.5063	198	1.1750	0.4346	1.1750	1.0840
No log	2.5316	200	1.1542	0.4346	1.1542	1.0743
No log	2.5570	202	0.9729	0.5078	0.9729	0.9864
No log	2.5823	204	0.9058	0.5115	0.9058	0.9517
No log	2.6076	206	0.9086	0.4181	0.9086	0.9532
No log	2.6329	208	0.8546	0.4912	0.8546	0.9245
No log	2.6582	210	0.8481	0.5009	0.8481	0.9209
No log	2.6835	212	0.8998	0.4176	0.8998	0.9486
No log	2.7089	214	0.8500	0.5089	0.8500	0.9219
No log	2.7342	216	0.9437	0.4107	0.9437	0.9715
No log	2.7595	218	1.1023	0.3325	1.1023	1.0499
No log	2.7848	220	1.1307	0.2909	1.1307	1.0634
No log	2.8101	222	1.0598	0.4028	1.0598	1.0294
No log	2.8354	224	0.9532	0.4373	0.9532	0.9763
No log	2.8608	226	0.9225	0.4555	0.9225	0.9605
No log	2.8861	228	0.9458	0.3584	0.9458	0.9725
No log	2.9114	230	0.9081	0.4555	0.9081	0.9529
No log	2.9367	232	0.9005	0.4681	0.9005	0.9490
No log	2.9620	234	0.9270	0.3919	0.9270	0.9628
No log	2.9873	236	0.9349	0.4273	0.9349	0.9669
No log	3.0127	238	1.0183	0.4882	1.0183	1.0091
No log	3.0380	240	1.2018	0.4661	1.2018	1.0963
No log	3.0633	242	1.1076	0.4567	1.1076	1.0524
No log	3.0886	244	0.9165	0.4916	0.9165	0.9574
No log	3.1139	246	0.9045	0.4488	0.9045	0.9511
No log	3.1392	248	0.9259	0.4236	0.9259	0.9622
No log	3.1646	250	0.9242	0.4016	0.9242	0.9614
No log	3.1899	252	0.9121	0.4356	0.9121	0.9550
No log	3.2152	254	0.9449	0.3328	0.9449	0.9721
No log	3.2405	256	0.9683	0.3328	0.9683	0.9840
No log	3.2658	258	0.9395	0.3780	0.9395	0.9693
No log	3.2911	260	0.9344	0.4512	0.9344	0.9666
No log	3.3165	262	0.9915	0.3606	0.9915	0.9958
No log	3.3418	264	1.0320	0.4131	1.0320	1.0159
No log	3.3671	266	0.9418	0.4201	0.9418	0.9705
No log	3.3924	268	0.8866	0.3780	0.8866	0.9416
No log	3.4177	270	0.9341	0.4138	0.9341	0.9665
No log	3.4430	272	0.9157	0.4303	0.9157	0.9569
No log	3.4684	274	0.9211	0.4268	0.9211	0.9597
No log	3.4937	276	0.9323	0.4042	0.9323	0.9656
No log	3.5190	278	0.9228	0.3765	0.9228	0.9606
No log	3.5443	280	0.8993	0.4197	0.8993	0.9483
No log	3.5696	282	0.8523	0.4521	0.8523	0.9232
No log	3.5949	284	0.8155	0.5194	0.8155	0.9030
No log	3.6203	286	0.7928	0.5648	0.7928	0.8904
No log	3.6456	288	0.8032	0.5648	0.8032	0.8962
No log	3.6709	290	0.8214	0.4965	0.8214	0.9063
No log	3.6962	292	0.8392	0.4534	0.8392	0.9161
No log	3.7215	294	0.8644	0.4534	0.8644	0.9297
No log	3.7468	296	0.8817	0.4217	0.8817	0.9390
No log	3.7722	298	0.9077	0.3788	0.9077	0.9527
No log	3.7975	300	0.9272	0.3885	0.9272	0.9629
No log	3.8228	302	0.9517	0.3885	0.9517	0.9756
No log	3.8481	304	0.9732	0.3155	0.9732	0.9865
No log	3.8734	306	0.9705	0.3747	0.9705	0.9852
No log	3.8987	308	0.9721	0.3983	0.9721	0.9859
No log	3.9241	310	0.9944	0.3250	0.9944	0.9972
No log	3.9494	312	0.9920	0.3705	0.9920	0.9960
No log	3.9747	314	0.9985	0.3511	0.9985	0.9993
No log	4.0	316	1.0960	0.3856	1.0960	1.0469
No log	4.0253	318	1.1858	0.3090	1.1858	1.0890
No log	4.0506	320	1.0738	0.3427	1.0738	1.0363
No log	4.0759	322	1.0478	0.4074	1.0478	1.0236
No log	4.1013	324	1.1506	0.3912	1.1506	1.0726
No log	4.1266	326	1.0401	0.4869	1.0401	1.0199
No log	4.1519	328	0.9535	0.3979	0.9535	0.9765
No log	4.1772	330	0.9262	0.4202	0.9262	0.9624
No log	4.2025	332	0.9018	0.4757	0.9018	0.9496
No log	4.2278	334	0.9009	0.4423	0.9009	0.9491
No log	4.2532	336	0.9059	0.4946	0.9059	0.9518
No log	4.2785	338	0.9054	0.4690	0.9054	0.9515
No log	4.3038	340	0.8769	0.5351	0.8769	0.9364
No log	4.3291	342	0.8791	0.4690	0.8791	0.9376
No log	4.3544	344	0.8784	0.4820	0.8784	0.9372
No log	4.3797	346	0.8638	0.4079	0.8638	0.9294
No log	4.4051	348	0.8658	0.3879	0.8658	0.9305
No log	4.4304	350	0.8626	0.3979	0.8626	0.9288
No log	4.4557	352	0.8862	0.5292	0.8862	0.9414
No log	4.4810	354	0.8900	0.5130	0.8900	0.9434
No log	4.5063	356	0.8566	0.5622	0.8566	0.9255
No log	4.5316	358	0.8555	0.5548	0.8555	0.9250
No log	4.5570	360	0.8324	0.4180	0.8324	0.9124
No log	4.5823	362	0.8412	0.3974	0.8412	0.9172
No log	4.6076	364	0.8512	0.3974	0.8512	0.9226
No log	4.6329	366	0.8595	0.4180	0.8595	0.9271
No log	4.6582	368	0.8933	0.4845	0.8933	0.9452
No log	4.6835	370	0.9169	0.5368	0.9169	0.9576
No log	4.7089	372	0.8953	0.3738	0.8953	0.9462
No log	4.7342	374	0.8905	0.3639	0.8905	0.9437
No log	4.7595	376	0.8840	0.3738	0.8840	0.9402
No log	4.7848	378	0.8812	0.5314	0.8812	0.9387
No log	4.8101	380	0.8838	0.5622	0.8838	0.9401
No log	4.8354	382	0.8782	0.4715	0.8782	0.9371
No log	4.8608	384	0.9085	0.4176	0.9085	0.9532
No log	4.8861	386	0.8685	0.3829	0.8685	0.9320
No log	4.9114	388	0.8637	0.4629	0.8637	0.9294
No log	4.9367	390	0.8792	0.3418	0.8792	0.9377
No log	4.9620	392	0.9171	0.4264	0.9171	0.9576
No log	4.9873	394	0.8813	0.4062	0.8813	0.9388
No log	5.0127	396	0.8599	0.4533	0.8599	0.9273
No log	5.0380	398	0.8760	0.3723	0.8760	0.9359
No log	5.0633	400	0.9012	0.3908	0.9012	0.9493
No log	5.0886	402	0.9224	0.4156	0.9224	0.9604
No log	5.1139	404	0.8820	0.4004	0.8820	0.9392
No log	5.1392	406	0.8683	0.4278	0.8683	0.9318
No log	5.1646	408	0.9059	0.4300	0.9059	0.9518
No log	5.1899	410	0.9023	0.3896	0.9023	0.9499
No log	5.2152	412	0.9021	0.3685	0.9021	0.9498
No log	5.2405	414	0.9113	0.3184	0.9113	0.9546
No log	5.2658	416	0.9032	0.3938	0.9032	0.9504
No log	5.2911	418	0.8973	0.3938	0.8973	0.9473
No log	5.3165	420	0.9042	0.3869	0.9042	0.9509
No log	5.3418	422	0.9400	0.4119	0.9400	0.9696
No log	5.3671	424	0.9082	0.3765	0.9082	0.9530
No log	5.3924	426	0.8862	0.4079	0.8862	0.9414
No log	5.4177	428	0.8910	0.4646	0.8910	0.9439
No log	5.4430	430	0.8887	0.4220	0.8887	0.9427
No log	5.4684	432	0.9046	0.3571	0.9046	0.9511
No log	5.4937	434	0.8990	0.3472	0.8990	0.9482
No log	5.5190	436	0.8658	0.4356	0.8658	0.9305
No log	5.5443	438	0.8869	0.4164	0.8869	0.9418
No log	5.5696	440	0.9193	0.3902	0.9193	0.9588
No log	5.5949	442	0.8618	0.5149	0.8618	0.9283
No log	5.6203	444	0.8261	0.5381	0.8261	0.9089
No log	5.6456	446	0.8315	0.4158	0.8315	0.9119
No log	5.6709	448	0.8467	0.3920	0.8467	0.9202
No log	5.6962	450	0.8651	0.3728	0.8651	0.9301
No log	5.7215	452	0.8687	0.3728	0.8687	0.9320
No log	5.7468	454	0.8709	0.4321	0.8709	0.9332
No log	5.7722	456	0.8760	0.4526	0.8760	0.9360
No log	5.7975	458	0.8657	0.4665	0.8657	0.9304
No log	5.8228	460	0.8691	0.4321	0.8691	0.9323
No log	5.8481	462	0.8657	0.4356	0.8657	0.9304
No log	5.8734	464	0.8653	0.4257	0.8653	0.9302
No log	5.8987	466	0.8648	0.4521	0.8648	0.9299
No log	5.9241	468	0.8826	0.4349	0.8826	0.9395
No log	5.9494	470	0.9236	0.4102	0.9236	0.9611
No log	5.9747	472	0.9433	0.3998	0.9433	0.9712
No log	6.0	474	0.9381	0.3873	0.9381	0.9686
No log	6.0253	476	0.9287	0.3814	0.9287	0.9637
No log	6.0506	478	0.8968	0.4294	0.8968	0.9470
No log	6.0759	480	0.8707	0.4617	0.8707	0.9331
No log	6.1013	482	0.8895	0.3966	0.8895	0.9431
No log	6.1266	484	0.9159	0.4398	0.9159	0.9570
No log	6.1519	486	0.8932	0.3812	0.8932	0.9451
No log	6.1772	488	0.8720	0.3933	0.8720	0.9338
No log	6.2025	490	0.8634	0.4257	0.8634	0.9292
No log	6.2278	492	0.8807	0.4356	0.8807	0.9384
No log	6.2532	494	0.9187	0.4282	0.9187	0.9585
No log	6.2785	496	0.9521	0.3884	0.9521	0.9757
No log	6.3038	498	0.9668	0.3462	0.9668	0.9833
0.3855	6.3291	500	0.9552	0.3744	0.9552	0.9773
0.3855	6.3544	502	0.9878	0.3144	0.9878	0.9939
0.3855	6.3797	504	1.0810	0.3024	1.0810	1.0397
0.3855	6.4051	506	1.0937	0.3024	1.0937	1.0458
0.3855	6.4304	508	1.0118	0.3762	1.0118	1.0059
0.3855	6.4557	510	0.9573	0.4180	0.9573	0.9784
0.3855	6.4810	512	0.9850	0.3513	0.9850	0.9925
0.3855	6.5063	514	1.0016	0.3411	1.0016	1.0008
0.3855	6.5316	516	0.9807	0.3771	0.9807	0.9903
0.3855	6.5570	518	0.9604	0.4141	0.9604	0.9800
0.3855	6.5823	520	0.9637	0.3854	0.9637	0.9817
0.3855	6.6076	522	0.9649	0.4102	0.9649	0.9823
0.3855	6.6329	524	0.9502	0.3854	0.9502	0.9748
0.3855	6.6582	526	0.9411	0.3879	0.9411	0.9701
0.3855	6.6835	528	0.9720	0.3671	0.9720	0.9859
0.3855	6.7089	530	0.9951	0.3747	0.9951	0.9976
0.3855	6.7342	532	0.9594	0.3513	0.9594	0.9795
0.3855	6.7595	534	0.9534	0.4039	0.9534	0.9764
0.3855	6.7848	536	1.0067	0.3584	1.0067	1.0034
0.3855	6.8101	538	1.0223	0.3864	1.0223	1.0111
0.3855	6.8354	540	0.9839	0.3979	0.9839	0.9919
0.3855	6.8608	542	0.9344	0.4612	0.9344	0.9666
0.3855	6.8861	544	0.8982	0.4757	0.8982	0.9477
0.3855	6.9114	546	0.8776	0.4352	0.8776	0.9368
0.3855	6.9367	548	0.8787	0.4313	0.8787	0.9374
0.3855	6.9620	550	0.8942	0.4612	0.8942	0.9456
0.3855	6.9873	552	0.8790	0.4493	0.8790	0.9375
0.3855	7.0127	554	0.9016	0.4295	0.9016	0.9495
0.3855	7.0380	556	0.9460	0.4224	0.9460	0.9726
0.3855	7.0633	558	0.9922	0.3502	0.9922	0.9961
0.3855	7.0886	560	0.9503	0.3622	0.9503	0.9748
0.3855	7.1139	562	0.9134	0.3854	0.9134	0.9557
0.3855	7.1392	564	0.9014	0.4141	0.9014	0.9494
0.3855	7.1646	566	0.8879	0.3627	0.8879	0.9423
0.3855	7.1899	568	0.8889	0.3960	0.8889	0.9428
0.3855	7.2152	570	0.8701	0.4197	0.8701	0.9328
0.3855	7.2405	572	0.8815	0.4377	0.8815	0.9389
0.3855	7.2658	574	0.8999	0.4912	0.8999	0.9486
0.3855	7.2911	576	0.8833	0.4711	0.8833	0.9399
0.3855	7.3165	578	0.8708	0.3408	0.8708	0.9331
0.3855	7.3418	580	0.9152	0.3210	0.9152	0.9567
0.3855	7.3671	582	0.9458	0.3596	0.9458	0.9725
0.3855	7.3924	584	0.9508	0.3609	0.9508	0.9751
0.3855	7.4177	586	0.9277	0.3753	0.9277	0.9632
0.3855	7.4430	588	0.8998	0.3738	0.8998	0.9486
0.3855	7.4684	590	0.9137	0.3846	0.9137	0.9559
0.3855	7.4937	592	0.9143	0.3846	0.9143	0.9562
0.3855	7.5190	594	0.8942	0.4234	0.8942	0.9456
0.3855	7.5443	596	0.8782	0.4257	0.8782	0.9371
0.3855	7.5696	598	0.8786	0.3885	0.8786	0.9373
0.3855	7.5949	600	0.8745	0.4328	0.8745	0.9352
0.3855	7.6203	602	0.8774	0.4271	0.8774	0.9367
0.3855	7.6456	604	0.8777	0.4271	0.8777	0.9368
0.3855	7.6709	606	0.8636	0.4328	0.8636	0.9293
0.3855	7.6962	608	0.8700	0.4656	0.8700	0.9327
0.3855	7.7215	610	0.8804	0.4346	0.8804	0.9383
0.3855	7.7468	612	0.8851	0.4461	0.8851	0.9408
0.3855	7.7722	614	0.8733	0.4461	0.8733	0.9345
0.3855	7.7975	616	0.8629	0.4656	0.8629	0.9289
0.3855	7.8228	618	0.8571	0.4927	0.8571	0.9258
0.3855	7.8481	620	0.8537	0.4757	0.8537	0.9240
0.3855	7.8734	622	0.8665	0.4799	0.8665	0.9309
0.3855	7.8987	624	0.8648	0.4799	0.8648	0.9300
0.3855	7.9241	626	0.8414	0.4780	0.8414	0.9173
0.3855	7.9494	628	0.8408	0.4691	0.8408	0.9170
0.3855	7.9747	630	0.8345	0.4780	0.8345	0.9135
0.3855	8.0	632	0.8575	0.4242	0.8575	0.9260
0.3855	8.0253	634	0.8715	0.4242	0.8715	0.9336
0.3855	8.0506	636	0.8825	0.4893	0.8825	0.9394
0.3855	8.0759	638	0.9002	0.4620	0.9002	0.9488
0.3855	8.1013	640	0.9055	0.4665	0.9055	0.9516
0.3855	8.1266	642	0.9078	0.4526	0.9078	0.9528
0.3855	8.1519	644	0.9215	0.3804	0.9215	0.9599
0.3855	8.1772	646	0.9418	0.3223	0.9418	0.9705
0.3855	8.2025	648	0.9496	0.3223	0.9496	0.9745
0.3855	8.2278	650	0.9197	0.3622	0.9197	0.9590
0.3855	8.2532	652	0.8716	0.4243	0.8716	0.9336
0.3855	8.2785	654	0.8475	0.4141	0.8475	0.9206
0.3855	8.3038	656	0.8392	0.4555	0.8392	0.9161
0.3855	8.3291	658	0.8423	0.4757	0.8423	0.9178
0.3855	8.3544	660	0.8556	0.4757	0.8556	0.9250
0.3855	8.3797	662	0.8504	0.4893	0.8504	0.9222
0.3855	8.4051	664	0.8444	0.4912	0.8444	0.9189
0.3855	8.4304	666	0.8555	0.4555	0.8555	0.9249
0.3855	8.4557	668	0.8544	0.4686	0.8544	0.9243
0.3855	8.4810	670	0.8478	0.4912	0.8478	0.9207
0.3855	8.5063	672	0.8944	0.4811	0.8944	0.9457
0.3855	8.5316	674	0.9149	0.4604	0.9149	0.9565
0.3855	8.5570	676	0.9123	0.3920	0.9123	0.9551
0.3855	8.5823	678	0.8871	0.3961	0.8871	0.9419
0.3855	8.6076	680	0.8637	0.4002	0.8637	0.9294
0.3855	8.6329	682	0.8667	0.3861	0.8667	0.9310
0.3855	8.6582	684	0.8705	0.3861	0.8705	0.9330
0.3855	8.6835	686	0.8815	0.3861	0.8815	0.9389
0.3855	8.7089	688	0.8969	0.3820	0.8969	0.9470
0.3855	8.7342	690	0.9163	0.3820	0.9163	0.9572
0.3855	8.7595	692	0.9272	0.3720	0.9272	0.9629
0.3855	8.7848	694	0.9482	0.3879	0.9482	0.9737
0.3855	8.8101	696	0.9185	0.3720	0.9185	0.9584
0.3855	8.8354	698	0.8886	0.3854	0.8886	0.9427
0.3855	8.8608	700	0.8724	0.3854	0.8724	0.9340
0.3855	8.8861	702	0.8598	0.4102	0.8598	0.9272
0.3855	8.9114	704	0.9111	0.4496	0.9111	0.9545
0.3855	8.9367	706	1.0126	0.3730	1.0126	1.0063
0.3855	8.9620	708	1.0268	0.3158	1.0268	1.0133
0.3855	8.9873	710	1.0111	0.3095	1.0111	1.0055
0.3855	9.0127	712	0.9668	0.3879	0.9668	0.9833
0.3855	9.0380	714	0.9145	0.4242	0.9145	0.9563
0.3855	9.0633	716	0.8846	0.4757	0.8846	0.9406
0.3855	9.0886	718	0.8682	0.5046	0.8682	0.9318
0.3855	9.1139	720	0.8659	0.5079	0.8659	0.9305
0.3855	9.1392	722	0.8515	0.4893	0.8515	0.9228
0.3855	9.1646	724	0.8434	0.5112	0.8434	0.9184
0.3855	9.1899	726	0.8409	0.4979	0.8409	0.9170
0.3855	9.2152	728	0.8549	0.4476	0.8549	0.9246
0.3855	9.2405	730	0.8721	0.5368	0.8721	0.9338
0.3855	9.2658	732	0.8559	0.4242	0.8559	0.9251
0.3855	9.2911	734	0.8517	0.4701	0.8517	0.9229
0.3855	9.3165	736	0.8785	0.3914	0.8785	0.9373
0.3855	9.3418	738	0.8984	0.4116	0.8984	0.9478
0.3855	9.3671	740	0.9147	0.4139	0.9147	0.9564
0.3855	9.3924	742	0.9368	0.3700	0.9368	0.9679
0.3855	9.4177	744	0.9091	0.3551	0.9091	0.9534
0.3855	9.4430	746	0.8569	0.4571	0.8569	0.9257
0.3855	9.4684	748	0.8526	0.4260	0.8526	0.9234
0.3855	9.4937	750	0.8497	0.4324	0.8497	0.9218
0.3855	9.5190	752	0.8655	0.4584	0.8655	0.9303
0.3855	9.5443	754	0.8657	0.4482	0.8657	0.9304
0.3855	9.5696	756	0.8577	0.4757	0.8577	0.9261
0.3855	9.5949	758	0.8586	0.4826	0.8586	0.9266
0.3855	9.6203	760	0.8537	0.4726	0.8537	0.9240
0.3855	9.6456	762	0.8359	0.4927	0.8359	0.9143
0.3855	9.6709	764	0.8133	0.5028	0.8133	0.9018
0.3855	9.6962	766	0.8275	0.5080	0.8275	0.9097
0.3855	9.7215	768	0.8862	0.3697	0.8862	0.9414
0.3855	9.7468	770	0.9183	0.3697	0.9183	0.9583
0.3855	9.7722	772	0.9174	0.3405	0.9174	0.9578
0.3855	9.7975	774	0.9284	0.3405	0.9284	0.9635
0.3855	9.8228	776	0.9472	0.3614	0.9472	0.9732

Framework versions

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