ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_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: 0.8882
• Qwk: 0.4423
• Mse: 0.8882
• Rmse: 0.9424

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	0.2	2	4.7085	0.0010	4.7085	2.1699
No log	0.4	4	2.6003	-0.0076	2.6003	1.6125
No log	0.6	6	2.3176	0.0055	2.3176	1.5224
No log	0.8	8	1.8999	0.0041	1.8999	1.3784
No log	1.0	10	1.4078	0.0622	1.4078	1.1865
No log	1.2	12	1.3187	0.0647	1.3187	1.1483
No log	1.4	14	1.2838	0.1730	1.2838	1.1331
No log	1.6	16	1.4718	0.0992	1.4718	1.2132
No log	1.8	18	1.5141	0.0500	1.5141	1.2305
No log	2.0	20	1.5835	0.0165	1.5835	1.2584
No log	2.2	22	1.3887	0.0248	1.3887	1.1784
No log	2.4	24	1.3052	0.1109	1.3052	1.1424
No log	2.6	26	1.4612	0.0019	1.4612	1.2088
No log	2.8	28	1.4714	0.0019	1.4714	1.2130
No log	3.0	30	1.2949	0.0426	1.2949	1.1379
No log	3.2	32	1.1018	0.2836	1.1018	1.0497
No log	3.4	34	1.0511	0.3570	1.0511	1.0252
No log	3.6	36	1.0640	0.3557	1.0640	1.0315
No log	3.8	38	1.1127	0.3577	1.1127	1.0549
No log	4.0	40	1.1762	0.2351	1.1762	1.0845
No log	4.2	42	1.2092	0.1643	1.2092	1.0996
No log	4.4	44	1.1785	0.2690	1.1785	1.0856
No log	4.6	46	1.0804	0.3781	1.0804	1.0394
No log	4.8	48	1.0248	0.3635	1.0248	1.0123
No log	5.0	50	1.0432	0.3476	1.0432	1.0214
No log	5.2	52	1.0119	0.4383	1.0119	1.0060
No log	5.4	54	0.9364	0.3590	0.9364	0.9677
No log	5.6	56	0.9494	0.3693	0.9494	0.9743
No log	5.8	58	0.9423	0.4093	0.9423	0.9707
No log	6.0	60	0.9279	0.3441	0.9279	0.9633
No log	6.2	62	0.9722	0.2886	0.9722	0.9860
No log	6.4	64	1.0156	0.3376	1.0156	1.0078
No log	6.6	66	0.9215	0.3087	0.9215	0.9599
No log	6.8	68	0.7790	0.4115	0.7790	0.8826
No log	7.0	70	0.7821	0.4819	0.7821	0.8844
No log	7.2	72	0.7459	0.4745	0.7459	0.8636
No log	7.4	74	0.7606	0.5240	0.7606	0.8721
No log	7.6	76	0.8042	0.5391	0.8042	0.8968
No log	7.8	78	0.7450	0.5514	0.7450	0.8631
No log	8.0	80	0.7356	0.4701	0.7356	0.8577
No log	8.2	82	0.7526	0.4118	0.7526	0.8675
No log	8.4	84	0.7720	0.4927	0.7720	0.8786
No log	8.6	86	0.8556	0.5374	0.8556	0.9250
No log	8.8	88	0.9451	0.4505	0.9451	0.9722
No log	9.0	90	0.9556	0.3920	0.9556	0.9775
No log	9.2	92	0.9772	0.3321	0.9772	0.9886
No log	9.4	94	0.9171	0.3956	0.9171	0.9577
No log	9.6	96	0.8916	0.4472	0.8916	0.9443
No log	9.8	98	0.8945	0.3753	0.8945	0.9458
No log	10.0	100	0.9020	0.3753	0.9020	0.9498
No log	10.2	102	0.8554	0.4327	0.8554	0.9249
No log	10.4	104	0.9042	0.3781	0.9042	0.9509
No log	10.6	106	0.9054	0.3884	0.9054	0.9515
No log	10.8	108	0.9322	0.3441	0.9322	0.9655
No log	11.0	110	1.0427	0.3087	1.0427	1.0211
No log	11.2	112	1.0416	0.2374	1.0416	1.0206
No log	11.4	114	0.9494	0.2961	0.9494	0.9744
No log	11.6	116	0.8998	0.3806	0.8998	0.9486
No log	11.8	118	1.0607	0.3938	1.0607	1.0299
No log	12.0	120	1.1560	0.2903	1.1560	1.0752
No log	12.2	122	1.0317	0.4105	1.0317	1.0157
No log	12.4	124	0.8023	0.5012	0.8023	0.8957
No log	12.6	126	0.7691	0.4518	0.7691	0.8770
No log	12.8	128	0.8238	0.4847	0.8238	0.9076
No log	13.0	130	0.8542	0.4115	0.8542	0.9242
No log	13.2	132	0.8787	0.4472	0.8787	0.9374
No log	13.4	134	0.8890	0.3787	0.8890	0.9429
No log	13.6	136	0.8418	0.4676	0.8418	0.9175
No log	13.8	138	0.8117	0.4617	0.8117	0.9009
No log	14.0	140	0.8873	0.4796	0.8873	0.9419
No log	14.2	142	0.8518	0.5197	0.8518	0.9229
No log	14.4	144	0.8113	0.4853	0.8113	0.9007
No log	14.6	146	0.8761	0.4142	0.8761	0.9360
No log	14.8	148	0.9221	0.3879	0.9221	0.9603
No log	15.0	150	1.0298	0.2986	1.0298	1.0148
No log	15.2	152	1.1353	0.2432	1.1353	1.0655
No log	15.4	154	1.1492	0.2915	1.1492	1.0720
No log	15.6	156	1.0317	0.2890	1.0317	1.0157
No log	15.8	158	0.9003	0.3544	0.9003	0.9488
No log	16.0	160	0.8738	0.4722	0.8738	0.9348
No log	16.2	162	0.8813	0.4982	0.8813	0.9388
No log	16.4	164	0.8448	0.5111	0.8448	0.9191
No log	16.6	166	0.8000	0.5981	0.8000	0.8944
No log	16.8	168	0.7616	0.5305	0.7616	0.8727
No log	17.0	170	0.7812	0.5010	0.7812	0.8839
No log	17.2	172	0.8212	0.4839	0.8212	0.9062
No log	17.4	174	0.9393	0.3744	0.9393	0.9692
No log	17.6	176	1.0345	0.3744	1.0345	1.0171
No log	17.8	178	1.0261	0.3318	1.0261	1.0130
No log	18.0	180	0.9865	0.3797	0.9865	0.9932
No log	18.2	182	1.0403	0.3293	1.0403	1.0200
No log	18.4	184	1.0378	0.3293	1.0378	1.0187
No log	18.6	186	0.9166	0.4513	0.9166	0.9574
No log	18.8	188	0.8280	0.5044	0.8280	0.9099
No log	19.0	190	0.8501	0.4787	0.8501	0.9220
No log	19.2	192	0.8172	0.5062	0.8172	0.9040
No log	19.4	194	0.7948	0.4813	0.7948	0.8915
No log	19.6	196	0.8672	0.5188	0.8672	0.9312
No log	19.8	198	0.9710	0.4435	0.9710	0.9854
No log	20.0	200	0.9599	0.4961	0.9599	0.9797
No log	20.2	202	0.8917	0.4944	0.8917	0.9443
No log	20.4	204	0.8894	0.4590	0.8894	0.9431
No log	20.6	206	0.9269	0.4598	0.9269	0.9628
No log	20.8	208	0.9117	0.4993	0.9117	0.9548
No log	21.0	210	0.8997	0.4526	0.8997	0.9485
No log	21.2	212	0.8988	0.4141	0.8988	0.9480
No log	21.4	214	0.9171	0.4243	0.9171	0.9576
No log	21.6	216	0.9063	0.4141	0.9063	0.9520
No log	21.8	218	0.8957	0.4579	0.8957	0.9464
No log	22.0	220	1.0167	0.2984	1.0167	1.0083
No log	22.2	222	1.1055	0.3398	1.1055	1.0514
No log	22.4	224	0.9789	0.3705	0.9789	0.9894
No log	22.6	226	0.8638	0.4599	0.8638	0.9294
No log	22.8	228	0.9103	0.4898	0.9103	0.9541
No log	23.0	230	0.9947	0.4342	0.9947	0.9973
No log	23.2	232	0.9588	0.3902	0.9588	0.9792
No log	23.4	234	0.8465	0.4620	0.8465	0.9201
No log	23.6	236	0.8399	0.4654	0.8399	0.9165
No log	23.8	238	0.9075	0.4413	0.9075	0.9526
No log	24.0	240	0.9018	0.4413	0.9018	0.9497
No log	24.2	242	0.8468	0.4691	0.8468	0.9202
No log	24.4	244	0.8450	0.4180	0.8450	0.9192
No log	24.6	246	0.9171	0.4444	0.9171	0.9577
No log	24.8	248	0.9344	0.4912	0.9344	0.9666
No log	25.0	250	0.8846	0.4620	0.8846	0.9405
No log	25.2	252	0.8443	0.4780	0.8443	0.9188
No log	25.4	254	0.8361	0.4780	0.8361	0.9144
No log	25.6	256	0.8329	0.4780	0.8329	0.9126
No log	25.8	258	0.8268	0.4757	0.8268	0.9093
No log	26.0	260	0.8171	0.5131	0.8171	0.9040
No log	26.2	262	0.8303	0.4853	0.8303	0.9112
No log	26.4	264	0.8459	0.4993	0.8459	0.9197
No log	26.6	266	0.8448	0.4853	0.8448	0.9191
No log	26.8	268	0.8532	0.5163	0.8532	0.9237
No log	27.0	270	0.8634	0.5410	0.8634	0.9292
No log	27.2	272	0.8901	0.5410	0.8901	0.9435
No log	27.4	274	0.9734	0.4843	0.9734	0.9866
No log	27.6	276	0.9927	0.4086	0.9927	0.9963
No log	27.8	278	0.9149	0.4784	0.9149	0.9565
No log	28.0	280	0.8770	0.4656	0.8770	0.9365
No log	28.2	282	0.9244	0.4676	0.9244	0.9614
No log	28.4	284	0.9421	0.4203	0.9421	0.9706
No log	28.6	286	0.9152	0.3840	0.9152	0.9567
No log	28.8	288	0.9068	0.4222	0.9068	0.9522
No log	29.0	290	1.0006	0.3644	1.0006	1.0003
No log	29.2	292	1.0926	0.3249	1.0926	1.0453
No log	29.4	294	1.0641	0.3249	1.0641	1.0315
No log	29.6	296	0.9574	0.3737	0.9574	0.9784
No log	29.8	298	0.8869	0.4479	0.8869	0.9417
No log	30.0	300	0.8938	0.4482	0.8938	0.9454
No log	30.2	302	0.9280	0.4065	0.9280	0.9633
No log	30.4	304	0.9216	0.4532	0.9216	0.9600
No log	30.6	306	0.8903	0.3854	0.8903	0.9436
No log	30.8	308	0.8671	0.4180	0.8671	0.9312
No log	31.0	310	0.8546	0.4588	0.8546	0.9244
No log	31.2	312	0.8679	0.4626	0.8679	0.9316
No log	31.4	314	0.8676	0.4157	0.8676	0.9314
No log	31.6	316	0.8504	0.4588	0.8504	0.9222
No log	31.8	318	0.8417	0.4588	0.8417	0.9174
No log	32.0	320	0.8448	0.4244	0.8448	0.9191
No log	32.2	322	0.8571	0.3820	0.8571	0.9258
No log	32.4	324	0.8375	0.4203	0.8375	0.9152
No log	32.6	326	0.8297	0.4340	0.8297	0.9109
No log	32.8	328	0.7946	0.5080	0.7946	0.8914
No log	33.0	330	0.7733	0.4893	0.7733	0.8794
No log	33.2	332	0.7704	0.5150	0.7704	0.8777
No log	33.4	334	0.7719	0.4979	0.7719	0.8786
No log	33.6	336	0.8061	0.4931	0.8061	0.8978
No log	33.8	338	0.8457	0.4884	0.8457	0.9196
No log	34.0	340	0.8377	0.4434	0.8377	0.9153
No log	34.2	342	0.8294	0.4533	0.8294	0.9107
No log	34.4	344	0.8581	0.4330	0.8581	0.9263
No log	34.6	346	0.8870	0.4263	0.8870	0.9418
No log	34.8	348	0.8852	0.3902	0.8852	0.9409
No log	35.0	350	0.8589	0.4330	0.8589	0.9268
No log	35.2	352	0.8406	0.4428	0.8406	0.9168
No log	35.4	354	0.8264	0.4428	0.8264	0.9091
No log	35.6	356	0.8330	0.4533	0.8330	0.9127
No log	35.8	358	0.8494	0.3744	0.8494	0.9216
No log	36.0	360	0.8770	0.4139	0.8770	0.9365
No log	36.2	362	0.8968	0.4033	0.8968	0.9470
No log	36.4	364	0.8889	0.4433	0.8889	0.9428
No log	36.6	366	0.8851	0.4033	0.8851	0.9408
No log	36.8	368	0.8805	0.4139	0.8805	0.9384
No log	37.0	370	0.8788	0.4139	0.8788	0.9374
No log	37.2	372	0.8703	0.4140	0.8703	0.9329
No log	37.4	374	0.8717	0.3744	0.8717	0.9336
No log	37.6	376	0.8652	0.3744	0.8652	0.9302
No log	37.8	378	0.8574	0.4324	0.8574	0.9260
No log	38.0	380	0.8647	0.4180	0.8647	0.9299
No log	38.2	382	0.8846	0.3998	0.8846	0.9405
No log	38.4	384	0.9400	0.4884	0.9400	0.9695
No log	38.6	386	0.9719	0.4884	0.9719	0.9859
No log	38.8	388	0.9551	0.4884	0.9551	0.9773
No log	39.0	390	0.9200	0.4242	0.9200	0.9592
No log	39.2	392	0.9070	0.3779	0.9070	0.9523
No log	39.4	394	0.9016	0.4180	0.9016	0.9495
No log	39.6	396	0.8815	0.3779	0.8815	0.9389
No log	39.8	398	0.8836	0.4244	0.8836	0.9400
No log	40.0	400	0.8924	0.4100	0.8924	0.9447
No log	40.2	402	0.8896	0.4100	0.8896	0.9432
No log	40.4	404	0.8662	0.4638	0.8662	0.9307
No log	40.6	406	0.8618	0.4289	0.8618	0.9283
No log	40.8	408	0.8598	0.4579	0.8598	0.9273
No log	41.0	410	0.8470	0.4665	0.8470	0.9203
No log	41.2	412	0.8475	0.4873	0.8475	0.9206
No log	41.4	414	0.8577	0.4488	0.8577	0.9261
No log	41.6	416	0.8647	0.4962	0.8647	0.9299
No log	41.8	418	0.8507	0.4962	0.8507	0.9223
No log	42.0	420	0.8442	0.4676	0.8442	0.9188
No log	42.2	422	0.8588	0.4784	0.8588	0.9267
No log	42.4	424	0.8770	0.4724	0.8770	0.9365
No log	42.6	426	0.8860	0.4433	0.8860	0.9413
No log	42.8	428	0.8995	0.4246	0.8995	0.9484
No log	43.0	430	0.8935	0.4246	0.8935	0.9452
No log	43.2	432	0.8683	0.4246	0.8683	0.9318
No log	43.4	434	0.8447	0.4794	0.8447	0.9191
No log	43.6	436	0.8376	0.4686	0.8376	0.9152
No log	43.8	438	0.8330	0.4701	0.8330	0.9127
No log	44.0	440	0.8252	0.4804	0.8252	0.9084
No log	44.2	442	0.8201	0.4908	0.8201	0.9056
No log	44.4	444	0.8218	0.4575	0.8218	0.9065
No log	44.6	446	0.8364	0.5300	0.8364	0.9146
No log	44.8	448	0.8684	0.5368	0.8684	0.9319
No log	45.0	450	0.9468	0.4622	0.9468	0.9730
No log	45.2	452	0.9941	0.4402	0.9941	0.9971
No log	45.4	454	1.0060	0.3920	1.0060	1.0030
No log	45.6	456	0.9964	0.3431	0.9964	0.9982
No log	45.8	458	0.9788	0.3678	0.9788	0.9894
No log	46.0	460	0.9469	0.3678	0.9469	0.9731
No log	46.2	462	0.9118	0.3985	0.9118	0.9549
No log	46.4	464	0.8935	0.3877	0.8935	0.9452
No log	46.6	466	0.8756	0.3985	0.8756	0.9357
No log	46.8	468	0.8676	0.4029	0.8676	0.9315
No log	47.0	470	0.8690	0.4075	0.8690	0.9322
No log	47.2	472	0.8758	0.4367	0.8758	0.9358
No log	47.4	474	0.8824	0.4511	0.8824	0.9394
No log	47.6	476	0.8842	0.4330	0.8842	0.9403
No log	47.8	478	0.8881	0.3877	0.8881	0.9424
No log	48.0	480	0.8986	0.3840	0.8986	0.9479
No log	48.2	482	0.8978	0.3847	0.8978	0.9475
No log	48.4	484	0.8896	0.3847	0.8896	0.9432
No log	48.6	486	0.8748	0.4100	0.8748	0.9353
No log	48.8	488	0.8494	0.5098	0.8494	0.9216
No log	49.0	490	0.8401	0.4995	0.8401	0.9166
No log	49.2	492	0.8393	0.5098	0.8393	0.9161
No log	49.4	494	0.8484	0.4722	0.8484	0.9211
No log	49.6	496	0.8756	0.4203	0.8756	0.9358
No log	49.8	498	0.8948	0.4203	0.8948	0.9459
0.2347	50.0	500	0.8920	0.3689	0.8920	0.9445
0.2347	50.2	502	0.8891	0.3840	0.8891	0.9429
0.2347	50.4	504	0.8829	0.4398	0.8829	0.9396
0.2347	50.6	506	0.8733	0.4648	0.8733	0.9345
0.2347	50.8	508	0.8601	0.4648	0.8601	0.9274
0.2347	51.0	510	0.8431	0.4648	0.8431	0.9182
0.2347	51.2	512	0.8294	0.4888	0.8294	0.9107
0.2347	51.4	514	0.8216	0.4888	0.8216	0.9064
0.2347	51.6	516	0.8260	0.4686	0.8260	0.9088
0.2347	51.8	518	0.8345	0.4588	0.8345	0.9135
0.2347	52.0	520	0.8448	0.4588	0.8448	0.9191
0.2347	52.2	522	0.8522	0.4588	0.8522	0.9231
0.2347	52.4	524	0.8604	0.4439	0.8604	0.9276
0.2347	52.6	526	0.8653	0.4439	0.8653	0.9302
0.2347	52.8	528	0.8661	0.4888	0.8661	0.9306
0.2347	53.0	530	0.8724	0.4102	0.8724	0.9340
0.2347	53.2	532	0.8699	0.4494	0.8699	0.9327
0.2347	53.4	534	0.8687	0.4439	0.8687	0.9321
0.2347	53.6	536	0.8792	0.4157	0.8792	0.9377
0.2347	53.8	538	0.8991	0.4157	0.8991	0.9482
0.2347	54.0	540	0.9105	0.4115	0.9105	0.9542
0.2347	54.2	542	0.8979	0.4222	0.8979	0.9476
0.2347	54.4	544	0.8879	0.3877	0.8879	0.9423
0.2347	54.6	546	0.8789	0.4350	0.8789	0.9375
0.2347	54.8	548	0.8650	0.4389	0.8650	0.9300
0.2347	55.0	550	0.8485	0.4831	0.8485	0.9212
0.2347	55.2	552	0.8355	0.4724	0.8355	0.9140
0.2347	55.4	554	0.8266	0.4874	0.8266	0.9091
0.2347	55.6	556	0.8192	0.5138	0.8192	0.9051
0.2347	55.8	558	0.8219	0.5041	0.8219	0.9066
0.2347	56.0	560	0.8168	0.5216	0.8168	0.9038
0.2347	56.2	562	0.8177	0.4960	0.8177	0.9043
0.2347	56.4	564	0.8252	0.4526	0.8252	0.9084
0.2347	56.6	566	0.8413	0.3902	0.8413	0.9172
0.2347	56.8	568	0.8641	0.4340	0.8641	0.9295
0.2347	57.0	570	0.8743	0.3861	0.8743	0.9350
0.2347	57.2	572	0.8740	0.3854	0.8740	0.9349
0.2347	57.4	574	0.8652	0.4140	0.8652	0.9301
0.2347	57.6	576	0.8594	0.4428	0.8594	0.9270
0.2347	57.8	578	0.8546	0.4428	0.8546	0.9244
0.2347	58.0	580	0.8501	0.4455	0.8501	0.9220
0.2347	58.2	582	0.8537	0.4847	0.8537	0.9240
0.2347	58.4	584	0.8603	0.5089	0.8603	0.9275
0.2347	58.6	586	0.8688	0.5009	0.8688	0.9321
0.2347	58.8	588	0.8814	0.4912	0.8814	0.9388
0.2347	59.0	590	0.8768	0.5044	0.8768	0.9364
0.2347	59.2	592	0.8722	0.4413	0.8722	0.9339
0.2347	59.4	594	0.8768	0.4512	0.8768	0.9364
0.2347	59.6	596	0.8784	0.4377	0.8784	0.9372
0.2347	59.8	598	0.8718	0.4512	0.8718	0.9337
0.2347	60.0	600	0.8662	0.4656	0.8662	0.9307
0.2347	60.2	602	0.8719	0.4804	0.8719	0.9338
0.2347	60.4	604	0.8789	0.4712	0.8789	0.9375
0.2347	60.6	606	0.8781	0.4324	0.8781	0.9371
0.2347	60.8	608	0.8747	0.4428	0.8747	0.9352
0.2347	61.0	610	0.8696	0.4428	0.8696	0.9325
0.2347	61.2	612	0.8669	0.4423	0.8669	0.9311
0.2347	61.4	614	0.8567	0.4423	0.8567	0.9256
0.2347	61.6	616	0.8502	0.4656	0.8502	0.9221
0.2347	61.8	618	0.8464	0.4656	0.8464	0.9200
0.2347	62.0	620	0.8455	0.5028	0.8455	0.9195
0.2347	62.2	622	0.8457	0.5028	0.8457	0.9196
0.2347	62.4	624	0.8581	0.4942	0.8581	0.9263
0.2347	62.6	626	0.8651	0.4737	0.8651	0.9301
0.2347	62.8	628	0.8651	0.4511	0.8651	0.9301
0.2347	63.0	630	0.8607	0.4617	0.8607	0.9278
0.2347	63.2	632	0.8505	0.4617	0.8505	0.9222
0.2347	63.4	634	0.8367	0.4831	0.8367	0.9147
0.2347	63.6	636	0.8343	0.4831	0.8343	0.9134
0.2347	63.8	638	0.8416	0.4479	0.8416	0.9174
0.2347	64.0	640	0.8535	0.4476	0.8535	0.9239
0.2347	64.2	642	0.8718	0.4036	0.8718	0.9337
0.2347	64.4	644	0.8855	0.4036	0.8855	0.9410
0.2347	64.6	646	0.8786	0.3996	0.8786	0.9374
0.2347	64.8	648	0.8673	0.4012	0.8673	0.9313
0.2347	65.0	650	0.8538	0.4367	0.8538	0.9240
0.2347	65.2	652	0.8497	0.4526	0.8497	0.9218
0.2347	65.4	654	0.8513	0.4526	0.8513	0.9227
0.2347	65.6	656	0.8488	0.4757	0.8488	0.9213
0.2347	65.8	658	0.8506	0.4533	0.8506	0.9223
0.2347	66.0	660	0.8503	0.4286	0.8503	0.9221
0.2347	66.2	662	0.8539	0.4286	0.8539	0.9240
0.2347	66.4	664	0.8593	0.4284	0.8593	0.9270
0.2347	66.6	666	0.8611	0.4284	0.8611	0.9279
0.2347	66.8	668	0.8647	0.3921	0.8647	0.9299
0.2347	67.0	670	0.8748	0.3921	0.8748	0.9353
0.2347	67.2	672	0.8793	0.3921	0.8793	0.9377
0.2347	67.4	674	0.8793	0.3921	0.8793	0.9377
0.2347	67.6	676	0.8820	0.4180	0.8820	0.9392
0.2347	67.8	678	0.8879	0.4140	0.8879	0.9423
0.2347	68.0	680	0.8912	0.3957	0.8912	0.9440
0.2347	68.2	682	0.8905	0.3957	0.8905	0.9437
0.2347	68.4	684	0.8910	0.3957	0.8910	0.9439
0.2347	68.6	686	0.8963	0.3957	0.8963	0.9468
0.2347	68.8	688	0.8963	0.3957	0.8963	0.9467
0.2347	69.0	690	0.9035	0.3957	0.9035	0.9505
0.2347	69.2	692	0.9011	0.3957	0.9011	0.9493
0.2347	69.4	694	0.8923	0.4488	0.8923	0.9446
0.2347	69.6	696	0.8897	0.3927	0.8897	0.9432
0.2347	69.8	698	0.8880	0.3927	0.8880	0.9423
0.2347	70.0	700	0.8897	0.3927	0.8897	0.9433
0.2347	70.2	702	0.8880	0.4180	0.8880	0.9424
0.2347	70.4	704	0.8845	0.4180	0.8845	0.9405
0.2347	70.6	706	0.8811	0.4180	0.8811	0.9387
0.2347	70.8	708	0.8811	0.3830	0.8811	0.9387
0.2347	71.0	710	0.8790	0.4359	0.8790	0.9376
0.2347	71.2	712	0.8725	0.4691	0.8725	0.9341
0.2347	71.4	714	0.8689	0.5028	0.8689	0.9322
0.2347	71.6	716	0.8593	0.5028	0.8593	0.9270
0.2347	71.8	718	0.8563	0.4656	0.8563	0.9254
0.2347	72.0	720	0.8542	0.4757	0.8542	0.9242
0.2347	72.2	722	0.8542	0.4656	0.8542	0.9242
0.2347	72.4	724	0.8553	0.4804	0.8553	0.9248
0.2347	72.6	726	0.8556	0.4804	0.8556	0.9250
0.2347	72.8	728	0.8563	0.4413	0.8563	0.9253
0.2347	73.0	730	0.8625	0.4413	0.8625	0.9287
0.2347	73.2	732	0.8645	0.4512	0.8645	0.9298
0.2347	73.4	734	0.8677	0.4512	0.8677	0.9315
0.2347	73.6	736	0.8715	0.4377	0.8715	0.9336
0.2347	73.8	738	0.8747	0.4656	0.8747	0.9353
0.2347	74.0	740	0.8765	0.4180	0.8765	0.9362
0.2347	74.2	742	0.8744	0.4180	0.8744	0.9351
0.2347	74.4	744	0.8730	0.4180	0.8730	0.9344
0.2347	74.6	746	0.8737	0.4385	0.8737	0.9347
0.2347	74.8	748	0.8736	0.4104	0.8736	0.9347
0.2347	75.0	750	0.8766	0.4104	0.8766	0.9363
0.2347	75.2	752	0.8798	0.4006	0.8798	0.9380
0.2347	75.4	754	0.8831	0.4385	0.8831	0.9398
0.2347	75.6	756	0.8820	0.4033	0.8820	0.9391
0.2347	75.8	758	0.8856	0.4579	0.8856	0.9411
0.2347	76.0	760	0.8937	0.3965	0.8937	0.9454
0.2347	76.2	762	0.8999	0.3965	0.8999	0.9486
0.2347	76.4	764	0.9022	0.3965	0.9022	0.9498
0.2347	76.6	766	0.8976	0.4221	0.8976	0.9474
0.2347	76.8	768	0.8944	0.4180	0.8944	0.9457
0.2347	77.0	770	0.8936	0.4284	0.8936	0.9453
0.2347	77.2	772	0.8945	0.4282	0.8945	0.9458
0.2347	77.4	774	0.8960	0.4282	0.8960	0.9466
0.2347	77.6	776	0.8993	0.4282	0.8993	0.9483
0.2347	77.8	778	0.9007	0.4282	0.9007	0.9491
0.2347	78.0	780	0.8996	0.4282	0.8996	0.9485
0.2347	78.2	782	0.8965	0.4282	0.8965	0.9468
0.2347	78.4	784	0.8920	0.4282	0.8920	0.9445
0.2347	78.6	786	0.8866	0.4282	0.8866	0.9416
0.2347	78.8	788	0.8816	0.4282	0.8816	0.9390
0.2347	79.0	790	0.8832	0.4282	0.8832	0.9398
0.2347	79.2	792	0.8865	0.4282	0.8865	0.9415
0.2347	79.4	794	0.8881	0.4036	0.8881	0.9424
0.2347	79.6	796	0.8872	0.4036	0.8872	0.9419
0.2347	79.8	798	0.8864	0.4282	0.8864	0.9415
0.2347	80.0	800	0.8841	0.4282	0.8841	0.9403
0.2347	80.2	802	0.8851	0.4282	0.8851	0.9408
0.2347	80.4	804	0.8883	0.4033	0.8883	0.9425
0.2347	80.6	806	0.8908	0.4036	0.8908	0.9438
0.2347	80.8	808	0.8901	0.4282	0.8901	0.9434
0.2347	81.0	810	0.8865	0.4282	0.8865	0.9416
0.2347	81.2	812	0.8870	0.4282	0.8870	0.9418
0.2347	81.4	814	0.8878	0.4282	0.8878	0.9422
0.2347	81.6	816	0.8903	0.4282	0.8903	0.9436
0.2347	81.8	818	0.8929	0.4282	0.8929	0.9449
0.2347	82.0	820	0.8933	0.4282	0.8933	0.9451
0.2347	82.2	822	0.8936	0.4282	0.8936	0.9453
0.2347	82.4	824	0.8927	0.4282	0.8927	0.9448
0.2347	82.6	826	0.8885	0.4282	0.8885	0.9426
0.2347	82.8	828	0.8852	0.4282	0.8852	0.9409
0.2347	83.0	830	0.8814	0.4282	0.8814	0.9388
0.2347	83.2	832	0.8795	0.4519	0.8795	0.9378
0.2347	83.4	834	0.8810	0.4423	0.8810	0.9386
0.2347	83.6	836	0.8823	0.4423	0.8823	0.9393
0.2347	83.8	838	0.8829	0.4423	0.8829	0.9396
0.2347	84.0	840	0.8817	0.4423	0.8817	0.9390
0.2347	84.2	842	0.8797	0.4079	0.8797	0.9379
0.2347	84.4	844	0.8781	0.4656	0.8781	0.9371
0.2347	84.6	846	0.8774	0.4423	0.8774	0.9367
0.2347	84.8	848	0.8787	0.4656	0.8787	0.9374
0.2347	85.0	850	0.8784	0.4757	0.8784	0.9372
0.2347	85.2	852	0.8760	0.4620	0.8760	0.9359
0.2347	85.4	854	0.8738	0.4620	0.8738	0.9348
0.2347	85.6	856	0.8733	0.4620	0.8733	0.9345
0.2347	85.8	858	0.8735	0.4757	0.8735	0.9346
0.2347	86.0	860	0.8736	0.4526	0.8736	0.9346
0.2347	86.2	862	0.8743	0.4180	0.8743	0.9350
0.2347	86.4	864	0.8748	0.3927	0.8748	0.9353
0.2347	86.6	866	0.8763	0.3927	0.8763	0.9361
0.2347	86.8	868	0.8783	0.3921	0.8783	0.9372
0.2347	87.0	870	0.8804	0.3921	0.8804	0.9383
0.2347	87.2	872	0.8820	0.3921	0.8820	0.9392
0.2347	87.4	874	0.8830	0.3921	0.8830	0.9397
0.2347	87.6	876	0.8821	0.3921	0.8821	0.9392
0.2347	87.8	878	0.8813	0.3927	0.8813	0.9388
0.2347	88.0	880	0.8811	0.3927	0.8811	0.9387
0.2347	88.2	882	0.8822	0.4180	0.8822	0.9392
0.2347	88.4	884	0.8837	0.3927	0.8837	0.9401
0.2347	88.6	886	0.8859	0.3921	0.8859	0.9412
0.2347	88.8	888	0.8891	0.3557	0.8891	0.9429
0.2347	89.0	890	0.8927	0.3557	0.8927	0.9448
0.2347	89.2	892	0.8946	0.3965	0.8946	0.9458
0.2347	89.4	894	0.8947	0.3965	0.8947	0.9459
0.2347	89.6	896	0.8936	0.3557	0.8936	0.9453
0.2347	89.8	898	0.8921	0.3557	0.8921	0.9445
0.2347	90.0	900	0.8911	0.3921	0.8911	0.9440
0.2347	90.2	902	0.8896	0.3921	0.8896	0.9432
0.2347	90.4	904	0.8896	0.3927	0.8896	0.9432
0.2347	90.6	906	0.8881	0.4180	0.8881	0.9424
0.2347	90.8	908	0.8875	0.4180	0.8875	0.9421
0.2347	91.0	910	0.8870	0.4180	0.8870	0.9418
0.2347	91.2	912	0.8862	0.4180	0.8862	0.9414
0.2347	91.4	914	0.8859	0.4180	0.8859	0.9412
0.2347	91.6	916	0.8851	0.4180	0.8851	0.9408
0.2347	91.8	918	0.8851	0.4180	0.8851	0.9408
0.2347	92.0	920	0.8849	0.4180	0.8849	0.9407
0.2347	92.2	922	0.8833	0.4180	0.8833	0.9399
0.2347	92.4	924	0.8822	0.4180	0.8822	0.9392
0.2347	92.6	926	0.8807	0.4423	0.8807	0.9384
0.2347	92.8	928	0.8796	0.4423	0.8796	0.9379
0.2347	93.0	930	0.8805	0.4423	0.8805	0.9384
0.2347	93.2	932	0.8805	0.4423	0.8805	0.9383
0.2347	93.4	934	0.8792	0.4423	0.8792	0.9376
0.2347	93.6	936	0.8777	0.4423	0.8777	0.9369
0.2347	93.8	938	0.8764	0.4423	0.8764	0.9362
0.2347	94.0	940	0.8763	0.4423	0.8763	0.9361
0.2347	94.2	942	0.8772	0.4423	0.8772	0.9366
0.2347	94.4	944	0.8772	0.4423	0.8772	0.9366
0.2347	94.6	946	0.8767	0.4423	0.8767	0.9363
0.2347	94.8	948	0.8761	0.4423	0.8761	0.9360
0.2347	95.0	950	0.8752	0.4423	0.8752	0.9355
0.2347	95.2	952	0.8741	0.4423	0.8741	0.9349
0.2347	95.4	954	0.8739	0.4423	0.8739	0.9348
0.2347	95.6	956	0.8743	0.4423	0.8743	0.9350
0.2347	95.8	958	0.8745	0.4423	0.8745	0.9351
0.2347	96.0	960	0.8747	0.4423	0.8747	0.9352
0.2347	96.2	962	0.8754	0.4423	0.8754	0.9356
0.2347	96.4	964	0.8761	0.4423	0.8761	0.9360
0.2347	96.6	966	0.8771	0.4423	0.8771	0.9366
0.2347	96.8	968	0.8783	0.4423	0.8783	0.9372
0.2347	97.0	970	0.8797	0.4423	0.8797	0.9379
0.2347	97.2	972	0.8812	0.4423	0.8812	0.9387
0.2347	97.4	974	0.8825	0.4423	0.8825	0.9394
0.2347	97.6	976	0.8836	0.4423	0.8836	0.9400
0.2347	97.8	978	0.8848	0.4423	0.8848	0.9406
0.2347	98.0	980	0.8858	0.4423	0.8858	0.9412
0.2347	98.2	982	0.8866	0.4423	0.8866	0.9416
0.2347	98.4	984	0.8872	0.4423	0.8872	0.9419
0.2347	98.6	986	0.8877	0.4423	0.8877	0.9422
0.2347	98.8	988	0.8879	0.4423	0.8879	0.9423
0.2347	99.0	990	0.8880	0.4423	0.8880	0.9424
0.2347	99.2	992	0.8881	0.4423	0.8881	0.9424
0.2347	99.4	994	0.8882	0.4423	0.8882	0.9424
0.2347	99.6	996	0.8882	0.4423	0.8882	0.9424
0.2347	99.8	998	0.8882	0.4423	0.8882	0.9424
0.0388	100.0	1000	0.8882	0.4423	0.8882	0.9424

Framework versions

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