ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_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: 0.9717
• Qwk: 0.2812
• Mse: 0.9717
• Rmse: 0.9858

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	0.0455	2	4.4748	-0.0132	4.4748	2.1154
No log	0.0909	4	2.5896	-0.0019	2.5896	1.6092
No log	0.1364	6	1.7738	0.0062	1.7738	1.3318
No log	0.1818	8	1.5329	0.0372	1.5329	1.2381
No log	0.2273	10	1.2684	0.2019	1.2684	1.1262
No log	0.2727	12	1.1404	0.2038	1.1404	1.0679
No log	0.3182	14	1.1329	0.2782	1.1329	1.0644
No log	0.3636	16	1.0740	0.2520	1.0740	1.0363
No log	0.4091	18	1.1117	0.2245	1.1117	1.0544
No log	0.4545	20	1.3210	0.0898	1.3210	1.1494
No log	0.5	22	1.6989	0.1540	1.6989	1.3034
No log	0.5455	24	1.6941	0.0682	1.6941	1.3016
No log	0.5909	26	1.7126	0.0504	1.7126	1.3087
No log	0.6364	28	1.4867	0.0682	1.4867	1.2193
No log	0.6818	30	1.2249	0.1135	1.2249	1.1068
No log	0.7273	32	1.0985	0.3035	1.0985	1.0481
No log	0.7727	34	1.0917	0.3347	1.0917	1.0449
No log	0.8182	36	1.0920	0.3441	1.0920	1.0450
No log	0.8636	38	1.1214	0.3035	1.1214	1.0590
No log	0.9091	40	1.2267	0.2256	1.2267	1.1076
No log	0.9545	42	1.3450	0.2162	1.3450	1.1597
No log	1.0	44	1.4569	0.1060	1.4569	1.2070
No log	1.0455	46	1.4997	0.1064	1.4997	1.2246
No log	1.0909	48	1.6768	0.0905	1.6768	1.2949
No log	1.1364	50	1.7621	0.0709	1.7621	1.3274
No log	1.1818	52	1.5560	0.0766	1.5560	1.2474
No log	1.2273	54	1.4474	0.0889	1.4474	1.2031
No log	1.2727	56	1.2740	0.1659	1.2740	1.1287
No log	1.3182	58	1.1207	0.2687	1.1207	1.0586
No log	1.3636	60	1.1132	0.2687	1.1132	1.0551
No log	1.4091	62	1.0747	0.3236	1.0747	1.0367
No log	1.4545	64	1.0530	0.3635	1.0530	1.0261
No log	1.5	66	1.0587	0.3284	1.0587	1.0289
No log	1.5455	68	1.0907	0.2491	1.0907	1.0444
No log	1.5909	70	1.1037	0.2054	1.1037	1.0505
No log	1.6364	72	1.0327	0.3447	1.0327	1.0162
No log	1.6818	74	0.9862	0.4198	0.9862	0.9931
No log	1.7273	76	1.0148	0.4237	1.0148	1.0074
No log	1.7727	78	1.0773	0.2844	1.0773	1.0379
No log	1.8182	80	1.0613	0.3476	1.0613	1.0302
No log	1.8636	82	1.0998	0.3056	1.0998	1.0487
No log	1.9091	84	1.1295	0.3029	1.1295	1.0628
No log	1.9545	86	1.2821	0.2225	1.2821	1.1323
No log	2.0	88	1.2066	0.2099	1.2066	1.0985
No log	2.0455	90	0.9995	0.4541	0.9995	0.9998
No log	2.0909	92	0.9940	0.3021	0.9940	0.9970
No log	2.1364	94	1.0454	0.2260	1.0454	1.0224
No log	2.1818	96	0.9587	0.3298	0.9587	0.9791
No log	2.2273	98	0.9619	0.4301	0.9619	0.9808
No log	2.2727	100	0.9571	0.3806	0.9571	0.9783
No log	2.3182	102	0.9754	0.3927	0.9754	0.9876
No log	2.3636	104	1.0413	0.3337	1.0413	1.0205
No log	2.4091	106	1.0384	0.3804	1.0384	1.0190
No log	2.4545	108	0.9171	0.4993	0.9171	0.9577
No log	2.5	110	0.9148	0.4541	0.9148	0.9564
No log	2.5455	112	0.8938	0.5012	0.8938	0.9454
No log	2.5909	114	0.8856	0.4879	0.8856	0.9411
No log	2.6364	116	0.8472	0.5399	0.8472	0.9204
No log	2.6818	118	0.8360	0.4888	0.8360	0.9143
No log	2.7273	120	0.9312	0.3839	0.9312	0.9650
No log	2.7727	122	0.9720	0.3521	0.9720	0.9859
No log	2.8182	124	0.9124	0.3932	0.9124	0.9552
No log	2.8636	126	0.8580	0.4599	0.8580	0.9263
No log	2.9091	128	0.9535	0.4401	0.9535	0.9765
No log	2.9545	130	0.8963	0.5346	0.8963	0.9467
No log	3.0	132	0.7420	0.5399	0.7420	0.8614
No log	3.0455	134	1.0057	0.4154	1.0057	1.0029
No log	3.0909	136	1.0659	0.4154	1.0659	1.0324
No log	3.1364	138	0.8678	0.3855	0.8678	0.9315
No log	3.1818	140	0.9304	0.3868	0.9304	0.9646
No log	3.2273	142	1.0741	0.3217	1.0741	1.0364
No log	3.2727	144	1.0925	0.3217	1.0925	1.0452
No log	3.3182	146	0.9810	0.3621	0.9810	0.9905
No log	3.3636	148	0.8967	0.4603	0.8967	0.9470
No log	3.4091	150	0.9703	0.4563	0.9703	0.9850
No log	3.4545	152	1.0302	0.4168	1.0302	1.0150
No log	3.5	154	0.9790	0.4563	0.9790	0.9894
No log	3.5455	156	0.8805	0.4927	0.8805	0.9384
No log	3.5909	158	0.8405	0.4273	0.8405	0.9168
No log	3.6364	160	0.8003	0.4635	0.8003	0.8946
No log	3.6818	162	0.8120	0.4976	0.8120	0.9011
No log	3.7273	164	0.8259	0.4839	0.8259	0.9088
No log	3.7727	166	0.8422	0.4893	0.8422	0.9177
No log	3.8182	168	0.9006	0.4110	0.9006	0.9490
No log	3.8636	170	0.9431	0.4110	0.9431	0.9712
No log	3.9091	172	0.8977	0.4459	0.8977	0.9475
No log	3.9545	174	0.8474	0.5079	0.8474	0.9205
No log	4.0	176	0.9089	0.4238	0.9089	0.9534
No log	4.0455	178	0.9354	0.4238	0.9354	0.9672
No log	4.0909	180	0.8925	0.4051	0.8925	0.9447
No log	4.1364	182	0.9134	0.3185	0.9134	0.9557
No log	4.1818	184	1.0813	0.3834	1.0813	1.0398
No log	4.2273	186	1.0987	0.3897	1.0987	1.0482
No log	4.2727	188	0.9728	0.4328	0.9728	0.9863
No log	4.3182	190	0.9021	0.4401	0.9021	0.9498
No log	4.3636	192	0.9416	0.4476	0.9416	0.9703
No log	4.4091	194	0.8951	0.4158	0.8951	0.9461
No log	4.4545	196	0.9346	0.3874	0.9346	0.9667
No log	4.5	198	1.0542	0.4167	1.0542	1.0268
No log	4.5455	200	1.0430	0.3842	1.0430	1.0213
No log	4.5909	202	0.9436	0.4946	0.9436	0.9714
No log	4.6364	204	0.9518	0.4575	0.9518	0.9756
No log	4.6818	206	1.0052	0.4043	1.0052	1.0026
No log	4.7273	208	0.9349	0.4062	0.9349	0.9669
No log	4.7727	210	0.8705	0.3787	0.8705	0.9330
No log	4.8182	212	0.8719	0.3674	0.8719	0.9337
No log	4.8636	214	0.8710	0.2864	0.8710	0.9333
No log	4.9091	216	0.8973	0.4343	0.8973	0.9473
No log	4.9545	218	0.9684	0.3854	0.9684	0.9841
No log	5.0	220	1.0628	0.4040	1.0628	1.0309
No log	5.0455	222	1.0972	0.3385	1.0972	1.0475
No log	5.0909	224	1.0039	0.3136	1.0039	1.0019
No log	5.1364	226	0.8824	0.4284	0.8824	0.9394
No log	5.1818	228	0.8802	0.5144	0.8802	0.9382
No log	5.2273	230	0.8893	0.3902	0.8893	0.9431
No log	5.2727	232	0.9577	0.3880	0.9577	0.9786
No log	5.3182	234	1.0001	0.3400	1.0001	1.0000
No log	5.3636	236	0.9357	0.4775	0.9357	0.9673
No log	5.4091	238	0.8843	0.4512	0.8843	0.9404
No log	5.4545	240	0.8929	0.4839	0.8929	0.9449
No log	5.5	242	0.8854	0.4757	0.8854	0.9410
No log	5.5455	244	0.9149	0.4775	0.9149	0.9565
No log	5.5909	246	0.9597	0.4293	0.9597	0.9796
No log	5.6364	248	0.8809	0.4902	0.8809	0.9386
No log	5.6818	250	0.8712	0.4902	0.8712	0.9334
No log	5.7273	252	0.8915	0.4902	0.8915	0.9442
No log	5.7727	254	0.9906	0.4293	0.9906	0.9953
No log	5.8182	256	1.0172	0.4390	1.0172	1.0086
No log	5.8636	258	0.9403	0.4202	0.9403	0.9697
No log	5.9091	260	0.8575	0.4701	0.8575	0.9260
No log	5.9545	262	0.8545	0.4681	0.8545	0.9244
No log	6.0	264	0.8527	0.3822	0.8527	0.9234
No log	6.0455	266	0.8860	0.4845	0.8860	0.9413
No log	6.0909	268	0.8830	0.4648	0.8830	0.9397
No log	6.1364	270	0.8217	0.5345	0.8217	0.9065
No log	6.1818	272	0.8304	0.5345	0.8304	0.9112
No log	6.2273	274	0.8753	0.4764	0.8753	0.9356
No log	6.2727	276	1.0453	0.3734	1.0453	1.0224
No log	6.3182	278	1.0558	0.3734	1.0558	1.0275
No log	6.3636	280	0.9648	0.4553	0.9648	0.9822
No log	6.4091	282	0.9714	0.4701	0.9714	0.9856
No log	6.4545	284	0.9807	0.4220	0.9807	0.9903
No log	6.5	286	0.9902	0.3753	0.9902	0.9951
No log	6.5455	288	1.0463	0.4034	1.0463	1.0229
No log	6.5909	290	1.0782	0.3996	1.0782	1.0384
No log	6.6364	292	1.0491	0.3744	1.0491	1.0243
No log	6.6818	294	0.9938	0.2893	0.9938	0.9969
No log	6.7273	296	0.9715	0.2692	0.9715	0.9856
No log	6.7727	298	0.9767	0.3418	0.9767	0.9883
No log	6.8182	300	0.9894	0.4164	0.9894	0.9947
No log	6.8636	302	1.0444	0.3677	1.0444	1.0219
No log	6.9091	304	1.0007	0.3478	1.0007	1.0004
No log	6.9545	306	0.9413	0.3961	0.9413	0.9702
No log	7.0	308	0.9383	0.3961	0.9383	0.9687
No log	7.0455	310	0.9537	0.4539	0.9537	0.9766
No log	7.0909	312	0.9799	0.4539	0.9799	0.9899
No log	7.1364	314	0.9532	0.4439	0.9532	0.9763
No log	7.1818	316	0.9313	0.4100	0.9313	0.9651
No log	7.2273	318	0.9326	0.4100	0.9326	0.9657
No log	7.2727	320	0.9561	0.4439	0.9561	0.9778
No log	7.3182	322	1.0280	0.3436	1.0280	1.0139
No log	7.3636	324	1.0937	0.3089	1.0937	1.0458
No log	7.4091	326	1.0629	0.3089	1.0629	1.0310
No log	7.4545	328	0.9597	0.3802	0.9597	0.9796
No log	7.5	330	0.8664	0.4700	0.8664	0.9308
No log	7.5455	332	0.8497	0.4603	0.8497	0.9218
No log	7.5909	334	0.8552	0.4700	0.8552	0.9248
No log	7.6364	336	0.8517	0.4700	0.8517	0.9229
No log	7.6818	338	0.8759	0.4799	0.8759	0.9359
No log	7.7273	340	0.8540	0.4700	0.8540	0.9241
No log	7.7727	342	0.8664	0.4898	0.8664	0.9308
No log	7.8182	344	0.8605	0.4946	0.8605	0.9276
No log	7.8636	346	0.8698	0.3744	0.8698	0.9326
No log	7.9091	348	0.8831	0.3744	0.8831	0.9397
No log	7.9545	350	0.8934	0.4444	0.8934	0.9452
No log	8.0	352	0.9886	0.3559	0.9886	0.9943
No log	8.0455	354	1.0624	0.3178	1.0624	1.0307
No log	8.0909	356	1.0265	0.3488	1.0265	1.0132
No log	8.1364	358	1.0019	0.3243	1.0019	1.0009
No log	8.1818	360	1.0349	0.3281	1.0349	1.0173
No log	8.2273	362	1.0911	0.3068	1.0911	1.0446
No log	8.2727	364	1.0421	0.3349	1.0421	1.0208
No log	8.3182	366	0.9698	0.4048	0.9698	0.9848
No log	8.3636	368	0.9836	0.3829	0.9836	0.9918
No log	8.4091	370	0.9825	0.4122	0.9825	0.9912
No log	8.4545	372	0.9933	0.3533	0.9933	0.9966
No log	8.5	374	1.1139	0.3813	1.1139	1.0554
No log	8.5455	376	1.1424	0.4019	1.1424	1.0688
No log	8.5909	378	1.0547	0.3932	1.0547	1.0270
No log	8.6364	380	0.9531	0.3979	0.9531	0.9763
No log	8.6818	382	0.9212	0.4120	0.9212	0.9598
No log	8.7273	384	0.9077	0.3738	0.9077	0.9528
No log	8.7727	386	0.9105	0.4568	0.9105	0.9542
No log	8.8182	388	0.9961	0.3928	0.9961	0.9981
No log	8.8636	390	1.0166	0.3807	1.0166	1.0083
No log	8.9091	392	0.9473	0.4591	0.9473	0.9733
No log	8.9545	394	0.8917	0.5250	0.8917	0.9443
No log	9.0	396	0.8940	0.4737	0.8940	0.9455
No log	9.0455	398	0.9052	0.4197	0.9052	0.9514
No log	9.0909	400	0.8718	0.5061	0.8718	0.9337
No log	9.1364	402	0.8786	0.4663	0.8786	0.9373
No log	9.1818	404	1.0457	0.4135	1.0457	1.0226
No log	9.2273	406	1.1093	0.3874	1.1093	1.0533
No log	9.2727	408	1.0631	0.3978	1.0631	1.0311
No log	9.3182	410	0.9624	0.4588	0.9624	0.9810
No log	9.3636	412	0.9522	0.3519	0.9522	0.9758
No log	9.4091	414	1.0142	0.2551	1.0142	1.0071
No log	9.4545	416	1.1153	0.2130	1.1153	1.0561
No log	9.5	418	1.1342	0.1214	1.1342	1.0650
No log	9.5455	420	1.1359	0.1538	1.1359	1.0658
No log	9.5909	422	1.0748	0.2721	1.0748	1.0367
No log	9.6364	424	1.0099	0.2843	1.0099	1.0050
No log	9.6818	426	0.9805	0.3298	0.9805	0.9902
No log	9.7273	428	0.9349	0.3196	0.9349	0.9669
No log	9.7727	430	0.9211	0.3250	0.9211	0.9597
No log	9.8182	432	0.9701	0.4503	0.9701	0.9849
No log	9.8636	434	0.9901	0.4225	0.9901	0.9950
No log	9.9091	436	1.0095	0.3989	1.0095	1.0047
No log	9.9545	438	0.9641	0.4021	0.9641	0.9819
No log	10.0	440	0.9077	0.3478	0.9077	0.9527
No log	10.0455	442	0.9061	0.3719	0.9061	0.9519
No log	10.0909	444	0.9002	0.3421	0.9002	0.9488
No log	10.1364	446	0.9013	0.3478	0.9013	0.9494
No log	10.1818	448	0.9054	0.3854	0.9054	0.9515
No log	10.2273	450	0.9371	0.4539	0.9371	0.9680
No log	10.2727	452	0.9780	0.4466	0.9780	0.9889
No log	10.3182	454	0.9535	0.4226	0.9535	0.9765
No log	10.3636	456	0.9273	0.3812	0.9273	0.9629
No log	10.4091	458	0.9147	0.3957	0.9147	0.9564
No log	10.4545	460	0.9421	0.3812	0.9421	0.9706
No log	10.5	462	0.9851	0.3250	0.9851	0.9925
No log	10.5455	464	0.9940	0.3250	0.9940	0.9970
No log	10.5909	466	0.9828	0.3020	0.9828	0.9914
No log	10.6364	468	0.9639	0.3583	0.9639	0.9818
No log	10.6818	470	0.9570	0.3583	0.9570	0.9783
No log	10.7273	472	0.9644	0.3448	0.9644	0.9820
No log	10.7727	474	0.9685	0.3564	0.9685	0.9841
No log	10.8182	476	0.9559	0.3564	0.9559	0.9777
No log	10.8636	478	0.9560	0.3174	0.9560	0.9777
No log	10.9091	480	0.9467	0.3734	0.9467	0.9730
No log	10.9545	482	0.9452	0.3734	0.9452	0.9722
No log	11.0	484	0.9210	0.3629	0.9210	0.9597
No log	11.0455	486	0.9064	0.3890	0.9064	0.9521
No log	11.0909	488	0.9217	0.4722	0.9217	0.9600
No log	11.1364	490	0.9596	0.4164	0.9596	0.9796
No log	11.1818	492	0.9463	0.4686	0.9463	0.9728
No log	11.2273	494	0.8930	0.4385	0.8930	0.9450
No log	11.2727	496	0.8993	0.3310	0.8993	0.9483
No log	11.3182	498	0.9438	0.3035	0.9438	0.9715
0.3076	11.3636	500	0.9732	0.3083	0.9732	0.9865
0.3076	11.4091	502	0.9014	0.3328	0.9014	0.9494
0.3076	11.4545	504	0.8611	0.4893	0.8611	0.9279
0.3076	11.5	506	0.9119	0.4884	0.9119	0.9549
0.3076	11.5455	508	0.9866	0.4220	0.9866	0.9933
0.3076	11.5909	510	0.9493	0.4382	0.9493	0.9743
0.3076	11.6364	512	0.8794	0.5261	0.8794	0.9377
0.3076	11.6818	514	0.8229	0.5112	0.8229	0.9071
0.3076	11.7273	516	0.8175	0.4757	0.8175	0.9041
0.3076	11.7727	518	0.8777	0.3847	0.8777	0.9369
0.3076	11.8182	520	0.9775	0.3622	0.9775	0.9887
0.3076	11.8636	522	1.0268	0.3223	1.0268	1.0133
0.3076	11.9091	524	0.9973	0.3622	0.9973	0.9986
0.3076	11.9545	526	0.9179	0.3174	0.9179	0.9580
0.3076	12.0	528	0.8363	0.3734	0.8363	0.9145
0.3076	12.0455	530	0.8236	0.4439	0.8236	0.9075
0.3076	12.0909	532	0.8268	0.4439	0.8268	0.9093
0.3076	12.1364	534	0.8369	0.3583	0.8369	0.9148
0.3076	12.1818	536	0.8859	0.4098	0.8859	0.9412
0.3076	12.2273	538	0.9511	0.4742	0.9511	0.9752
0.3076	12.2727	540	0.9641	0.4596	0.9641	0.9819
0.3076	12.3182	542	0.9332	0.4777	0.9332	0.9660
0.3076	12.3636	544	0.8825	0.4676	0.8825	0.9394
0.3076	12.4091	546	0.8314	0.4346	0.8314	0.9118
0.3076	12.4545	548	0.7889	0.4995	0.7889	0.8882
0.3076	12.5	550	0.7764	0.5112	0.7764	0.8811
0.3076	12.5455	552	0.8151	0.5521	0.8151	0.9028
0.3076	12.5909	554	0.9196	0.4622	0.9196	0.9590
0.3076	12.6364	556	1.0293	0.4444	1.0293	1.0146
0.3076	12.6818	558	1.0432	0.4223	1.0432	1.0214
0.3076	12.7273	560	0.9530	0.4361	0.9530	0.9762
0.3076	12.7727	562	0.8878	0.4242	0.8878	0.9422
0.3076	12.8182	564	0.9096	0.3830	0.9096	0.9537
0.3076	12.8636	566	0.9422	0.3615	0.9422	0.9706
0.3076	12.9091	568	0.9408	0.3674	0.9408	0.9699
0.3076	12.9545	570	0.9218	0.3933	0.9218	0.9601
0.3076	13.0	572	0.9423	0.3577	0.9423	0.9707
0.3076	13.0455	574	0.9848	0.3634	0.9848	0.9924
0.3076	13.0909	576	0.9743	0.3533	0.9743	0.9871
0.3076	13.1364	578	0.9111	0.3961	0.9111	0.9545
0.3076	13.1818	580	0.8602	0.4656	0.8602	0.9275
0.3076	13.2273	582	0.8420	0.4656	0.8420	0.9176
0.3076	13.2727	584	0.8549	0.4979	0.8549	0.9246
0.3076	13.3182	586	0.9387	0.4496	0.9387	0.9689
0.3076	13.3636	588	0.9694	0.4261	0.9694	0.9846
0.3076	13.4091	590	0.9471	0.3777	0.9471	0.9732
0.3076	13.4545	592	0.8974	0.3744	0.8974	0.9473
0.3076	13.5	594	0.8915	0.3641	0.8915	0.9442
0.3076	13.5455	596	0.9011	0.3744	0.9011	0.9492
0.3076	13.5909	598	0.9317	0.3666	0.9317	0.9653
0.3076	13.6364	600	0.9771	0.3519	0.9771	0.9885
0.3076	13.6818	602	0.9779	0.2995	0.9779	0.9889
0.3076	13.7273	604	0.9624	0.2658	0.9624	0.9810
0.3076	13.7727	606	0.9396	0.3070	0.9396	0.9694
0.3076	13.8182	608	0.9147	0.3421	0.9147	0.9564
0.3076	13.8636	610	0.8719	0.3017	0.8719	0.9338
0.3076	13.9091	612	0.8445	0.4257	0.8445	0.9190
0.3076	13.9545	614	0.8411	0.4521	0.8411	0.9171
0.3076	14.0	616	0.8216	0.4930	0.8216	0.9064
0.3076	14.0455	618	0.8328	0.4931	0.8328	0.9126
0.3076	14.0909	620	0.9304	0.4558	0.9304	0.9646
0.3076	14.1364	622	1.0254	0.4060	1.0254	1.0126
0.3076	14.1818	624	1.0297	0.3838	1.0297	1.0147
0.3076	14.2273	626	0.9744	0.3702	0.9744	0.9871
0.3076	14.2727	628	0.9418	0.2969	0.9418	0.9705
0.3076	14.3182	630	0.9308	0.3151	0.9308	0.9648
0.3076	14.3636	632	0.9393	0.3151	0.9393	0.9692
0.3076	14.4091	634	0.9593	0.3151	0.9593	0.9794
0.3076	14.4545	636	0.9759	0.3151	0.9759	0.9879
0.3076	14.5	638	1.0047	0.2506	1.0047	1.0023
0.3076	14.5455	640	1.0315	0.2975	1.0315	1.0156
0.3076	14.5909	642	1.0771	0.3367	1.0771	1.0378
0.3076	14.6364	644	1.0488	0.3851	1.0488	1.0241
0.3076	14.6818	646	1.0217	0.3144	1.0217	1.0108
0.3076	14.7273	648	1.0042	0.2741	1.0042	1.0021
0.3076	14.7727	650	0.9651	0.3383	0.9651	0.9824
0.3076	14.8182	652	0.9165	0.3840	0.9165	0.9573
0.3076	14.8636	654	0.9029	0.3990	0.9029	0.9502
0.3076	14.9091	656	0.9144	0.3990	0.9144	0.9562
0.3076	14.9545	658	0.9536	0.3847	0.9536	0.9765
0.3076	15.0	660	0.9719	0.3151	0.9719	0.9859
0.3076	15.0455	662	0.9746	0.3151	0.9746	0.9872
0.3076	15.0909	664	0.9745	0.3151	0.9745	0.9872
0.3076	15.1364	666	0.9752	0.3769	0.9752	0.9875
0.3076	15.1818	668	0.9609	0.4265	0.9609	0.9803
0.3076	15.2273	670	0.9343	0.4407	0.9343	0.9666
0.3076	15.2727	672	0.9212	0.4444	0.9212	0.9598
0.3076	15.3182	674	0.9210	0.3994	0.9210	0.9597
0.3076	15.3636	676	0.9302	0.3890	0.9302	0.9644
0.3076	15.4091	678	0.9474	0.3700	0.9474	0.9734
0.3076	15.4545	680	0.9402	0.3734	0.9402	0.9696
0.3076	15.5	682	0.9333	0.3787	0.9333	0.9661
0.3076	15.5455	684	0.9315	0.3237	0.9315	0.9652
0.3076	15.5909	686	0.9356	0.3787	0.9356	0.9673
0.3076	15.6364	688	0.9466	0.3744	0.9466	0.9729
0.3076	15.6818	690	0.9524	0.3345	0.9524	0.9759
0.3076	15.7273	692	0.9506	0.3345	0.9506	0.9750
0.3076	15.7727	694	0.9355	0.3854	0.9355	0.9672
0.3076	15.8182	696	0.9146	0.3854	0.9146	0.9564
0.3076	15.8636	698	0.9002	0.4180	0.9002	0.9488
0.3076	15.9091	700	0.9134	0.4056	0.9134	0.9557
0.3076	15.9545	702	0.8964	0.3873	0.8964	0.9468
0.3076	16.0	704	0.8753	0.4242	0.8753	0.9356
0.3076	16.0455	706	0.8911	0.4676	0.8911	0.9440
0.3076	16.0909	708	0.9596	0.4490	0.9596	0.9796
0.3076	16.1364	710	0.9997	0.3488	0.9997	0.9998
0.3076	16.1818	712	0.9797	0.3459	0.9797	0.9898
0.3076	16.2273	714	0.9468	0.4021	0.9468	0.9730
0.3076	16.2727	716	0.9317	0.3345	0.9317	0.9652
0.3076	16.3182	718	0.9479	0.3070	0.9479	0.9736
0.3076	16.3636	720	0.9625	0.3070	0.9625	0.9811
0.3076	16.4091	722	0.9773	0.3448	0.9773	0.9886
0.3076	16.4545	724	0.9890	0.3401	0.9890	0.9945
0.3076	16.5	726	0.9937	0.3401	0.9937	0.9968
0.3076	16.5455	728	0.9735	0.3124	0.9735	0.9867
0.3076	16.5909	730	0.9432	0.2865	0.9432	0.9712
0.3076	16.6364	732	0.9057	0.2865	0.9057	0.9517
0.3076	16.6818	734	0.8898	0.3174	0.8898	0.9433
0.3076	16.7273	736	0.8931	0.3174	0.8931	0.9451
0.3076	16.7727	738	0.9056	0.2865	0.9056	0.9516
0.3076	16.8182	740	0.9178	0.2865	0.9178	0.9580
0.3076	16.8636	742	0.9398	0.2969	0.9398	0.9694
0.3076	16.9091	744	0.9538	0.2812	0.9538	0.9766
0.3076	16.9545	746	0.9717	0.2812	0.9717	0.9858

Framework versions

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