ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task5_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: 0.9571
• Qwk: 0.3551
• Mse: 0.9571
• Rmse: 0.9783

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	0.0556	2	4.1482	-0.0133	4.1482	2.0367
No log	0.1111	4	2.3900	-0.0372	2.3900	1.5460
No log	0.1667	6	1.6321	-0.1000	1.6321	1.2775
No log	0.2222	8	1.2925	0.1125	1.2925	1.1369
No log	0.2778	10	1.4202	-0.0618	1.4202	1.1917
No log	0.3333	12	1.3686	-0.0747	1.3686	1.1699
No log	0.3889	14	1.3418	-0.0147	1.3418	1.1584
No log	0.4444	16	1.2946	0.0088	1.2946	1.1378
No log	0.5	18	1.3494	0.0642	1.3494	1.1616
No log	0.5556	20	1.1756	0.1603	1.1756	1.0842
No log	0.6111	22	1.1435	0.2074	1.1435	1.0693
No log	0.6667	24	1.2040	0.1618	1.2040	1.0973
No log	0.7222	26	1.4881	0.2010	1.4881	1.2199
No log	0.7778	28	1.2780	0.1512	1.2780	1.1305
No log	0.8333	30	0.9568	0.2351	0.9568	0.9781
No log	0.8889	32	0.9848	0.2350	0.9848	0.9924
No log	0.9444	34	0.9505	0.2031	0.9505	0.9749
No log	1.0	36	1.0026	0.2343	1.0026	1.0013
No log	1.0556	38	1.1823	0.1142	1.1823	1.0873
No log	1.1111	40	1.3166	0.1140	1.3166	1.1474
No log	1.1667	42	1.3353	0.2511	1.3353	1.1555
No log	1.2222	44	1.0442	0.2800	1.0442	1.0219
No log	1.2778	46	0.8988	0.3493	0.8988	0.9481
No log	1.3333	48	0.9440	0.3842	0.9440	0.9716
No log	1.3889	50	0.8988	0.3335	0.8988	0.9480
No log	1.4444	52	1.2295	0.3286	1.2295	1.1088
No log	1.5	54	1.9058	0.1694	1.9058	1.3805
No log	1.5556	56	2.0846	0.1155	2.0846	1.4438
No log	1.6111	58	1.6739	0.2600	1.6739	1.2938
No log	1.6667	60	1.0721	0.2885	1.0721	1.0354
No log	1.7222	62	0.9297	0.2865	0.9297	0.9642
No log	1.7778	64	0.9510	0.3652	0.9510	0.9752
No log	1.8333	66	0.9426	0.3323	0.9426	0.9709
No log	1.8889	68	1.0086	0.2343	1.0086	1.0043
No log	1.9444	70	1.0479	0.1711	1.0479	1.0237
No log	2.0	72	0.9943	0.2343	0.9943	0.9971
No log	2.0556	74	0.9135	0.2956	0.9135	0.9558
No log	2.1111	76	0.9146	0.3236	0.9146	0.9563
No log	2.1667	78	0.9155	0.3465	0.9155	0.9568
No log	2.2222	80	0.9855	0.4502	0.9855	0.9927
No log	2.2778	82	1.2300	0.3400	1.2300	1.1091
No log	2.3333	84	1.1920	0.3492	1.1920	1.0918
No log	2.3889	86	0.9444	0.4889	0.9444	0.9718
No log	2.4444	88	0.8677	0.4449	0.8677	0.9315
No log	2.5	90	0.8597	0.4076	0.8597	0.9272
No log	2.5556	92	0.8776	0.4252	0.8776	0.9368
No log	2.6111	94	0.9249	0.4513	0.9249	0.9617
No log	2.6667	96	0.8778	0.3953	0.8778	0.9369
No log	2.7222	98	0.8301	0.4373	0.8301	0.9111
No log	2.7778	100	0.8490	0.3089	0.8490	0.9214
No log	2.8333	102	0.8710	0.3236	0.8710	0.9333
No log	2.8889	104	0.8753	0.3112	0.8753	0.9356
No log	2.9444	106	0.8859	0.3981	0.8859	0.9412
No log	3.0	108	0.8784	0.3134	0.8784	0.9372
No log	3.0556	110	0.8906	0.2671	0.8906	0.9437
No log	3.1111	112	0.9276	0.3862	0.9276	0.9631
No log	3.1667	114	0.9000	0.3684	0.9000	0.9487
No log	3.2222	116	0.8780	0.4434	0.8780	0.9370
No log	3.2778	118	0.8807	0.4912	0.8807	0.9385
No log	3.3333	120	0.8718	0.4647	0.8718	0.9337
No log	3.3889	122	0.9458	0.4356	0.9458	0.9725
No log	3.4444	124	0.9256	0.4342	0.9256	0.9621
No log	3.5	126	0.8437	0.4522	0.8437	0.9186
No log	3.5556	128	0.8326	0.5068	0.8326	0.9125
No log	3.6111	130	0.8813	0.5323	0.8813	0.9388
No log	3.6667	132	0.7940	0.5490	0.7940	0.8910
No log	3.7222	134	0.7679	0.4923	0.7679	0.8763
No log	3.7778	136	0.7960	0.4306	0.7960	0.8922
No log	3.8333	138	0.8704	0.4397	0.8704	0.9329
No log	3.8889	140	0.8183	0.4635	0.8183	0.9046
No log	3.9444	142	0.8229	0.5065	0.8229	0.9071
No log	4.0	144	0.9851	0.5423	0.9851	0.9925
No log	4.0556	146	0.9337	0.5106	0.9337	0.9663
No log	4.1111	148	0.8406	0.4819	0.8406	0.9168
No log	4.1667	150	0.9056	0.4510	0.9056	0.9516
No log	4.2222	152	1.0213	0.3880	1.0213	1.0106
No log	4.2778	154	0.9493	0.4573	0.9493	0.9743
No log	4.3333	156	0.8352	0.4344	0.8352	0.9139
No log	4.3889	158	0.8736	0.4065	0.8736	0.9347
No log	4.4444	160	0.8908	0.4816	0.8908	0.9438
No log	4.5	162	0.8896	0.4378	0.8896	0.9432
No log	4.5556	164	1.0622	0.4055	1.0622	1.0307
No log	4.6111	166	1.1843	0.3606	1.1843	1.0883
No log	4.6667	168	1.1101	0.4055	1.1101	1.0536
No log	4.7222	170	0.9572	0.4139	0.9572	0.9784
No log	4.7778	172	0.8750	0.3263	0.8750	0.9354
No log	4.8333	174	0.9109	0.4721	0.9109	0.9544
No log	4.8889	176	0.9136	0.4721	0.9136	0.9558
No log	4.9444	178	0.8810	0.4093	0.8810	0.9386
No log	5.0	180	0.8680	0.3744	0.8680	0.9316
No log	5.0556	182	0.8853	0.4123	0.8853	0.9409
No log	5.1111	184	0.9129	0.4466	0.9129	0.9554
No log	5.1667	186	0.9786	0.4071	0.9786	0.9892
No log	5.2222	188	0.9906	0.4570	0.9906	0.9953
No log	5.2778	190	0.9573	0.4357	0.9573	0.9784
No log	5.3333	192	0.9115	0.4373	0.9115	0.9547
No log	5.3889	194	0.8898	0.4305	0.8898	0.9433
No log	5.4444	196	0.8887	0.3823	0.8887	0.9427
No log	5.5	198	0.8889	0.3788	0.8889	0.9428
No log	5.5556	200	0.9124	0.4935	0.9124	0.9552
No log	5.6111	202	0.8959	0.4935	0.8959	0.9465
No log	5.6667	204	0.8652	0.4257	0.8652	0.9302
No log	5.7222	206	0.9285	0.4935	0.9285	0.9636
No log	5.7778	208	0.9000	0.4940	0.9000	0.9487
No log	5.8333	210	0.8120	0.4158	0.8120	0.9011
No log	5.8889	212	0.7966	0.5054	0.7966	0.8925
No log	5.9444	214	0.7993	0.4841	0.7993	0.8940
No log	6.0	216	0.7981	0.4279	0.7981	0.8934
No log	6.0556	218	0.8536	0.4141	0.8536	0.9239
No log	6.1111	220	0.9181	0.3706	0.9181	0.9582
No log	6.1667	222	0.9234	0.3747	0.9234	0.9609
No log	6.2222	224	0.9618	0.3404	0.9618	0.9807
No log	6.2778	226	0.9504	0.3515	0.9504	0.9749
No log	6.3333	228	0.9355	0.3151	0.9355	0.9672
No log	6.3889	230	0.9407	0.3151	0.9407	0.9699
No log	6.4444	232	0.9070	0.3465	0.9070	0.9524
No log	6.5	234	0.8985	0.3878	0.8985	0.9479
No log	6.5556	236	0.9129	0.3089	0.9129	0.9554
No log	6.6111	238	0.9466	0.2942	0.9466	0.9729
No log	6.6667	240	0.9689	0.3569	0.9689	0.9843
No log	6.7222	242	0.9494	0.3107	0.9494	0.9744
No log	6.7778	244	0.9116	0.3089	0.9116	0.9548
No log	6.8333	246	0.9038	0.3536	0.9038	0.9507
No log	6.8889	248	0.9058	0.3994	0.9058	0.9517
No log	6.9444	250	0.9294	0.3682	0.9294	0.9641
No log	7.0	252	0.9853	0.4357	0.9853	0.9926
No log	7.0556	254	0.9751	0.4357	0.9751	0.9875
No log	7.1111	256	0.9185	0.3976	0.9185	0.9584
No log	7.1667	258	0.8987	0.4494	0.8987	0.9480
No log	7.2222	260	0.8966	0.4515	0.8966	0.9469
No log	7.2778	262	0.9066	0.4515	0.9066	0.9521
No log	7.3333	264	0.9216	0.4030	0.9216	0.9600
No log	7.3889	266	0.9213	0.4097	0.9213	0.9599
No log	7.4444	268	0.9451	0.3682	0.9451	0.9722
No log	7.5	270	0.9255	0.3682	0.9255	0.9621
No log	7.5556	272	0.9038	0.4078	0.9038	0.9507
No log	7.6111	274	0.9070	0.3682	0.9070	0.9524
No log	7.6667	276	0.9456	0.3285	0.9456	0.9724
No log	7.7222	278	0.9697	0.3643	0.9697	0.9847
No log	7.7778	280	0.9647	0.2941	0.9647	0.9822
No log	7.8333	282	0.9063	0.2671	0.9063	0.9520
No log	7.8889	284	0.8649	0.4401	0.8649	0.9300
No log	7.9444	286	0.8540	0.4401	0.8540	0.9241
No log	8.0	288	0.8544	0.4401	0.8544	0.9243
No log	8.0556	290	0.8547	0.4401	0.8547	0.9245
No log	8.1111	292	0.8822	0.3841	0.8822	0.9393
No log	8.1667	294	0.9408	0.4057	0.9408	0.9700
No log	8.2222	296	0.9288	0.3339	0.9288	0.9638
No log	8.2778	298	0.8883	0.2942	0.8883	0.9425
No log	8.3333	300	0.8756	0.3631	0.8756	0.9357
No log	8.3889	302	0.9882	0.3049	0.9882	0.9941
No log	8.4444	304	1.0031	0.3431	1.0031	1.0016
No log	8.5	306	0.8917	0.3478	0.8917	0.9443
No log	8.5556	308	0.8163	0.4908	0.8163	0.9035
No log	8.6111	310	0.8185	0.3942	0.8185	0.9047
No log	8.6667	312	0.8188	0.4259	0.8188	0.9049
No log	8.7222	314	0.8390	0.4576	0.8390	0.9159
No log	8.7778	316	0.8653	0.3853	0.8653	0.9302
No log	8.8333	318	0.8436	0.4444	0.8436	0.9185
No log	8.8889	320	0.8352	0.4660	0.8352	0.9139
No log	8.9444	322	0.8902	0.3637	0.8902	0.9435
No log	9.0	324	0.9617	0.4149	0.9617	0.9807
No log	9.0556	326	0.9343	0.3760	0.9343	0.9666
No log	9.1111	328	0.8627	0.3780	0.8627	0.9288
No log	9.1667	330	0.8270	0.4676	0.8270	0.9094
No log	9.2222	332	0.8215	0.4676	0.8215	0.9064
No log	9.2778	334	0.8165	0.4381	0.8165	0.9036
No log	9.3333	336	0.8281	0.3678	0.8281	0.9100
No log	9.3889	338	0.8347	0.3959	0.8347	0.9136
No log	9.4444	340	0.8339	0.3959	0.8339	0.9132
No log	9.5	342	0.8093	0.4234	0.8093	0.8996
No log	9.5556	344	0.7827	0.4792	0.7827	0.8847
No log	9.6111	346	0.7775	0.4955	0.7775	0.8817
No log	9.6667	348	0.7823	0.4845	0.7823	0.8845
No log	9.7222	350	0.7671	0.4908	0.7671	0.8758
No log	9.7778	352	0.7897	0.3994	0.7897	0.8886
No log	9.8333	354	0.9033	0.5164	0.9033	0.9504
No log	9.8889	356	0.9667	0.4413	0.9667	0.9832
No log	9.9444	358	0.9389	0.5176	0.9389	0.9690
No log	10.0	360	0.8633	0.4815	0.8633	0.9291
No log	10.0556	362	0.8148	0.3941	0.8148	0.9027
No log	10.1111	364	0.8188	0.4063	0.8188	0.9049
No log	10.1667	366	0.8545	0.4291	0.8545	0.9244
No log	10.2222	368	0.9096	0.5059	0.9096	0.9537
No log	10.2778	370	0.9218	0.4812	0.9218	0.9601
No log	10.3333	372	0.8873	0.4562	0.8873	0.9420
No log	10.3889	374	0.8743	0.4560	0.8743	0.9350
No log	10.4444	376	0.8703	0.4812	0.8703	0.9329
No log	10.5	378	0.8688	0.5266	0.8688	0.9321
No log	10.5556	380	0.8335	0.4831	0.8335	0.9129
No log	10.6111	382	0.8094	0.4595	0.8094	0.8997
No log	10.6667	384	0.8211	0.4560	0.8211	0.9062
No log	10.7222	386	0.8216	0.4560	0.8216	0.9064
No log	10.7778	388	0.7964	0.4576	0.7964	0.8924
No log	10.8333	390	0.7787	0.4576	0.7787	0.8825
No log	10.8889	392	0.7864	0.3777	0.7864	0.8868
No log	10.9444	394	0.8024	0.3777	0.8024	0.8957
No log	11.0	396	0.8396	0.4168	0.8396	0.9163
No log	11.0556	398	0.8570	0.4444	0.8570	0.9257
No log	11.1111	400	0.8459	0.4203	0.8459	0.9197
No log	11.1667	402	0.8115	0.4078	0.8115	0.9009
No log	11.2222	404	0.7947	0.3548	0.7947	0.8915
No log	11.2778	406	0.7971	0.3258	0.7971	0.8928
No log	11.3333	408	0.8236	0.3799	0.8236	0.9075
No log	11.3889	410	0.8726	0.4461	0.8726	0.9341
No log	11.4444	412	0.9291	0.4562	0.9291	0.9639
No log	11.5	414	0.9418	0.4562	0.9418	0.9705
No log	11.5556	416	0.8977	0.4439	0.8977	0.9475
No log	11.6111	418	0.8498	0.3506	0.8498	0.9219
No log	11.6667	420	0.8318	0.3056	0.8318	0.9120
No log	11.7222	422	0.8408	0.3178	0.8408	0.9169
No log	11.7778	424	0.8488	0.2944	0.8488	0.9213
No log	11.8333	426	0.8922	0.3780	0.8922	0.9446
No log	11.8889	428	0.9201	0.4697	0.9201	0.9592
No log	11.9444	430	0.8911	0.4487	0.8911	0.9440
No log	12.0	432	0.8502	0.3915	0.8502	0.9221
No log	12.0556	434	0.8586	0.3627	0.8586	0.9266
No log	12.1111	436	0.8684	0.3854	0.8684	0.9319
No log	12.1667	438	0.9050	0.3762	0.9050	0.9513
No log	12.2222	440	0.9785	0.3736	0.9785	0.9892
No log	12.2778	442	1.0547	0.2896	1.0547	1.0270
No log	12.3333	444	1.0284	0.2896	1.0284	1.0141
No log	12.3889	446	0.9511	0.4025	0.9511	0.9752
No log	12.4444	448	0.8826	0.3536	0.8826	0.9395
No log	12.5	450	0.8585	0.4527	0.8585	0.9265
No log	12.5556	452	0.8699	0.3508	0.8699	0.9327
No log	12.6111	454	0.8686	0.3386	0.8686	0.9320
No log	12.6667	456	0.8553	0.4544	0.8553	0.9248
No log	12.7222	458	0.8604	0.4097	0.8604	0.9276
No log	12.7778	460	0.8698	0.4097	0.8698	0.9327
No log	12.8333	462	0.8846	0.3528	0.8846	0.9406
No log	12.8889	464	0.9026	0.3382	0.9026	0.9500
No log	12.9444	466	0.8965	0.3382	0.8965	0.9468
No log	13.0	468	0.8935	0.3382	0.8935	0.9452
No log	13.0556	470	0.8807	0.2967	0.8807	0.9385
No log	13.1111	472	0.8841	0.2944	0.8841	0.9403
No log	13.1667	474	0.9037	0.3506	0.9037	0.9507
No log	13.2222	476	0.9295	0.4576	0.9295	0.9641
No log	13.2778	478	0.9353	0.4439	0.9353	0.9671
No log	13.3333	480	0.9321	0.4168	0.9321	0.9655
No log	13.3889	482	0.9682	0.3103	0.9682	0.9840
No log	13.4444	484	1.0378	0.2939	1.0378	1.0187
No log	13.5	486	1.1238	0.25	1.1238	1.0601
No log	13.5556	488	1.1083	0.3039	1.1083	1.0527
No log	13.6111	490	1.0342	0.3171	1.0342	1.0170
No log	13.6667	492	0.9534	0.3081	0.9534	0.9764
No log	13.7222	494	0.9280	0.3623	0.9280	0.9633
No log	13.7778	496	0.9440	0.3081	0.9440	0.9716
No log	13.8333	498	0.9766	0.3081	0.9766	0.9883
0.291	13.8889	500	1.0405	0.2704	1.0405	1.0201
0.291	13.9444	502	1.1188	0.3553	1.1188	1.0577
0.291	14.0	504	1.1018	0.3373	1.1018	1.0496
0.291	14.0556	506	0.9910	0.3614	0.9910	0.9955
0.291	14.1111	508	0.9184	0.4946	0.9184	0.9583
0.291	14.1667	510	0.8819	0.3958	0.8819	0.9391
0.291	14.2222	512	0.8785	0.4078	0.8785	0.9373
0.291	14.2778	514	0.8950	0.3922	0.8950	0.9460
0.291	14.3333	516	0.9397	0.4198	0.9397	0.9694
0.291	14.3889	518	0.9913	0.4180	0.9913	0.9956
0.291	14.4444	520	1.0576	0.3394	1.0576	1.0284
0.291	14.5	522	1.1007	0.3236	1.1007	1.0491
0.291	14.5556	524	1.0727	0.3483	1.0727	1.0357
0.291	14.6111	526	1.0405	0.3330	1.0405	1.0201
0.291	14.6667	528	0.9988	0.2873	0.9988	0.9994
0.291	14.7222	530	0.9771	0.3304	0.9771	0.9885
0.291	14.7778	532	0.9557	0.2897	0.9557	0.9776
0.291	14.8333	534	0.9519	0.3214	0.9519	0.9756
0.291	14.8889	536	0.9460	0.3515	0.9460	0.9726
0.291	14.9444	538	0.9395	0.3515	0.9395	0.9693
0.291	15.0	540	0.9256	0.3922	0.9256	0.9621
0.291	15.0556	542	0.9141	0.3922	0.9141	0.9561
0.291	15.1111	544	0.9304	0.3922	0.9304	0.9646
0.291	15.1667	546	0.9446	0.3922	0.9446	0.9719
0.291	15.2222	548	0.9384	0.3631	0.9384	0.9687
0.291	15.2778	550	0.9099	0.3631	0.9099	0.9539
0.291	15.3333	552	0.8999	0.3631	0.8999	0.9486
0.291	15.3889	554	0.8782	0.3382	0.8782	0.9371
0.291	15.4444	556	0.8632	0.3819	0.8632	0.9291
0.291	15.5	558	0.8712	0.3678	0.8712	0.9334
0.291	15.5556	560	0.9051	0.3922	0.9051	0.9514
0.291	15.6111	562	0.9378	0.3515	0.9378	0.9684
0.291	15.6667	564	0.9754	0.3494	0.9754	0.9876
0.291	15.7222	566	0.9896	0.3551	0.9896	0.9948
0.291	15.7778	568	0.9545	0.3802	0.9545	0.9770
0.291	15.8333	570	0.9002	0.3799	0.9002	0.9488
0.291	15.8889	572	0.8835	0.3799	0.8835	0.9399
0.291	15.9444	574	0.9034	0.3841	0.9034	0.9505
0.291	16.0	576	0.9537	0.4696	0.9537	0.9766
0.291	16.0556	578	0.9514	0.4710	0.9514	0.9754
0.291	16.1111	580	0.9315	0.4712	0.9315	0.9651
0.291	16.1667	582	0.9097	0.4712	0.9097	0.9538
0.291	16.2222	584	0.8577	0.3860	0.8577	0.9261
0.291	16.2778	586	0.8190	0.4626	0.8190	0.9050
0.291	16.3333	588	0.8100	0.4269	0.8100	0.9000
0.291	16.3889	590	0.8048	0.4030	0.8048	0.8971
0.291	16.4444	592	0.8171	0.4244	0.8171	0.9039
0.291	16.5	594	0.8311	0.3725	0.8311	0.9116
0.291	16.5556	596	0.8452	0.3725	0.8452	0.9193
0.291	16.6111	598	0.8438	0.3959	0.8438	0.9186
0.291	16.6667	600	0.8589	0.3799	0.8589	0.9268
0.291	16.7222	602	0.8934	0.3631	0.8934	0.9452
0.291	16.7778	604	0.9238	0.3464	0.9238	0.9611
0.291	16.8333	606	0.9088	0.3485	0.9088	0.9533
0.291	16.8889	608	0.8905	0.3506	0.8905	0.9437
0.291	16.9444	610	0.8893	0.3506	0.8893	0.9430
0.291	17.0	612	0.8807	0.3112	0.8807	0.9384
0.291	17.0556	614	0.8693	0.3837	0.8693	0.9324
0.291	17.1111	616	0.8659	0.3590	0.8659	0.9306
0.291	17.1667	618	0.8586	0.3590	0.8586	0.9266
0.291	17.2222	620	0.8459	0.3693	0.8459	0.9197
0.291	17.2778	622	0.8435	0.3280	0.8435	0.9184
0.291	17.3333	624	0.8461	0.3673	0.8461	0.9199
0.291	17.3889	626	0.8493	0.3652	0.8493	0.9216
0.291	17.4444	628	0.8498	0.3652	0.8498	0.9218
0.291	17.5	630	0.8404	0.3673	0.8404	0.9167
0.291	17.5556	632	0.8279	0.3673	0.8279	0.9099
0.291	17.6111	634	0.8188	0.3446	0.8188	0.9049
0.291	17.6667	636	0.8159	0.4180	0.8159	0.9033
0.291	17.7222	638	0.8160	0.4660	0.8160	0.9033
0.291	17.7778	640	0.8560	0.3959	0.8560	0.9252
0.291	17.8333	642	0.9513	0.5292	0.9513	0.9754
0.291	17.8889	644	1.0239	0.4444	1.0239	1.0119
0.291	17.9444	646	1.0497	0.3921	1.0497	1.0246
0.291	18.0	648	0.9922	0.3494	0.9922	0.9961
0.291	18.0556	650	0.9731	0.3494	0.9731	0.9865
0.291	18.1111	652	0.9918	0.3192	0.9918	0.9959
0.291	18.1667	654	1.0413	0.3351	1.0413	1.0204
0.291	18.2222	656	1.0907	0.3629	1.0907	1.0444
0.291	18.2778	658	1.0817	0.3766	1.0817	1.0400
0.291	18.3333	660	1.0467	0.3740	1.0467	1.0231
0.291	18.3889	662	0.9750	0.3902	0.9750	0.9874
0.291	18.4444	664	0.9305	0.3611	0.9305	0.9646
0.291	18.5	666	0.9010	0.3902	0.9010	0.9492
0.291	18.5556	668	0.9083	0.4028	0.9083	0.9531
0.291	18.6111	670	0.9188	0.4028	0.9188	0.9585
0.291	18.6667	672	0.9297	0.4309	0.9297	0.9642
0.291	18.7222	674	0.9252	0.4456	0.9252	0.9619
0.291	18.7778	676	0.9109	0.4186	0.9109	0.9544
0.291	18.8333	678	0.8860	0.4186	0.8860	0.9413
0.291	18.8889	680	0.8857	0.4063	0.8857	0.9411
0.291	18.9444	682	0.9076	0.4186	0.9076	0.9527
0.291	19.0	684	0.9072	0.4336	0.9072	0.9525
0.291	19.0556	686	0.8985	0.4336	0.8985	0.9479
0.291	19.1111	688	0.8891	0.4336	0.8891	0.9429
0.291	19.1667	690	0.9102	0.3940	0.9102	0.9540
0.291	19.2222	692	0.9684	0.4041	0.9684	0.9841
0.291	19.2778	694	1.0225	0.2961	1.0225	1.0112
0.291	19.3333	696	1.0492	0.2149	1.0492	1.0243
0.291	19.3889	698	1.0471	0.2149	1.0471	1.0233
0.291	19.4444	700	1.0186	0.2149	1.0186	1.0093
0.291	19.5	702	0.9845	0.2175	0.9845	0.9922
0.291	19.5556	704	0.9503	0.3474	0.9503	0.9749
0.291	19.6111	706	0.9208	0.3637	0.9208	0.9596
0.291	19.6667	708	0.8862	0.3515	0.8862	0.9414
0.291	19.7222	710	0.8697	0.3360	0.8697	0.9326
0.291	19.7778	712	0.8583	0.3360	0.8583	0.9264
0.291	19.8333	714	0.8400	0.3370	0.8400	0.9165
0.291	19.8889	716	0.8333	0.3370	0.8333	0.9128
0.291	19.9444	718	0.8293	0.3960	0.8293	0.9107
0.291	20.0	720	0.8506	0.4336	0.8506	0.9223
0.291	20.0556	722	0.8693	0.4336	0.8693	0.9324
0.291	20.1111	724	0.8832	0.4336	0.8832	0.9398
0.291	20.1667	726	0.8669	0.4097	0.8669	0.9311
0.291	20.2222	728	0.8481	0.3673	0.8481	0.9209
0.291	20.2778	730	0.8491	0.3370	0.8491	0.9215
0.291	20.3333	732	0.8447	0.3673	0.8447	0.9191
0.291	20.3889	734	0.8574	0.3528	0.8574	0.9260
0.291	20.4444	736	0.9066	0.3940	0.9066	0.9522
0.291	20.5	738	0.9699	0.3363	0.9699	0.9848
0.291	20.5556	740	1.0040	0.2961	1.0040	1.0020
0.291	20.6111	742	0.9852	0.2961	0.9852	0.9926
0.291	20.6667	744	0.9340	0.3940	0.9340	0.9665
0.291	20.7222	746	0.8834	0.4063	0.8834	0.9399
0.291	20.7778	748	0.8684	0.3777	0.8684	0.9319
0.291	20.8333	750	0.8816	0.3777	0.8816	0.9389
0.291	20.8889	752	0.9047	0.3360	0.9047	0.9511
0.291	20.9444	754	0.9320	0.3214	0.9320	0.9654
0.291	21.0	756	0.9890	0.3363	0.9890	0.9945
0.291	21.0556	758	1.0807	0.2981	1.0807	1.0396
0.291	21.1111	760	1.1115	0.3059	1.1115	1.0543
0.291	21.1667	762	1.0912	0.3721	1.0912	1.0446
0.291	21.2222	764	1.0637	0.3434	1.0637	1.0314
0.291	21.2778	766	1.0283	0.3119	1.0283	1.0141
0.291	21.3333	768	0.9623	0.4041	0.9623	0.9810
0.291	21.3889	770	0.9126	0.3214	0.9126	0.9553
0.291	21.4444	772	0.8982	0.3360	0.8982	0.9477
0.291	21.5	774	0.8932	0.3476	0.8932	0.9451
0.291	21.5556	776	0.8793	0.3777	0.8793	0.9377
0.291	21.6111	778	0.8808	0.3777	0.8808	0.9385
0.291	21.6667	780	0.8896	0.4336	0.8896	0.9432
0.291	21.7222	782	0.8741	0.4336	0.8741	0.9349
0.291	21.7778	784	0.8889	0.4461	0.8889	0.9428
0.291	21.8333	786	0.8796	0.4220	0.8796	0.9379
0.291	21.8889	788	0.8314	0.4110	0.8314	0.9118
0.291	21.9444	790	0.8213	0.4097	0.8213	0.9063
0.291	22.0	792	0.8247	0.3819	0.8247	0.9081
0.291	22.0556	794	0.8372	0.3713	0.8372	0.9150
0.291	22.1111	796	0.8705	0.3730	0.8705	0.9330
0.291	22.1667	798	0.8952	0.3478	0.8952	0.9462
0.291	22.2222	800	0.8973	0.3266	0.8973	0.9473
0.291	22.2778	802	0.9238	0.3236	0.9238	0.9611
0.291	22.3333	804	1.0184	0.2050	1.0184	1.0091
0.291	22.3889	806	1.0815	0.1900	1.0815	1.0400
0.291	22.4444	808	1.0621	0.1900	1.0621	1.0306
0.291	22.5	810	1.0141	0.2499	1.0141	1.0070
0.291	22.5556	812	0.9907	0.2795	0.9907	0.9953
0.291	22.6111	814	0.9803	0.2643	0.9803	0.9901
0.291	22.6667	816	0.9825	0.2643	0.9825	0.9912
0.291	22.7222	818	0.9856	0.2618	0.9856	0.9928
0.291	22.7778	820	0.9984	0.2795	0.9984	0.9992
0.291	22.8333	822	1.0113	0.2474	1.0113	1.0056
0.291	22.8889	824	0.9928	0.2771	0.9928	0.9964
0.291	22.9444	826	0.9599	0.3360	0.9599	0.9797
0.291	23.0	828	0.9360	0.3777	0.9360	0.9675
0.291	23.0556	830	0.9353	0.3777	0.9353	0.9671
0.291	23.1111	832	0.9434	0.3777	0.9434	0.9713
0.291	23.1667	834	0.9462	0.3777	0.9462	0.9727
0.291	23.2222	836	0.9402	0.3777	0.9402	0.9696
0.291	23.2778	838	0.9366	0.3777	0.9366	0.9678
0.291	23.3333	840	0.9423	0.3777	0.9423	0.9707
0.291	23.3889	842	0.9513	0.3476	0.9513	0.9754
0.291	23.4444	844	0.9637	0.3902	0.9637	0.9817
0.291	23.5	846	0.9623	0.3604	0.9623	0.9810
0.291	23.5556	848	0.9669	0.3604	0.9669	0.9833
0.291	23.6111	850	0.9753	0.3025	0.9753	0.9876
0.291	23.6667	852	0.9774	0.3025	0.9774	0.9886
0.291	23.7222	854	0.9655	0.3326	0.9655	0.9826
0.291	23.7778	856	0.9464	0.3476	0.9464	0.9728
0.291	23.8333	858	0.9310	0.3476	0.9310	0.9649
0.291	23.8889	860	0.9183	0.3476	0.9183	0.9583
0.291	23.9444	862	0.9113	0.3476	0.9113	0.9546
0.291	24.0	864	0.9109	0.3777	0.9109	0.9544
0.291	24.0556	866	0.9227	0.3611	0.9227	0.9606
0.291	24.1111	868	0.9465	0.3192	0.9465	0.9729
0.291	24.1667	870	0.9658	0.3192	0.9658	0.9827
0.291	24.2222	872	0.9641	0.3192	0.9641	0.9819
0.291	24.2778	874	0.9403	0.3485	0.9403	0.9697
0.291	24.3333	876	0.9324	0.3485	0.9324	0.9656
0.291	24.3889	878	0.9154	0.3797	0.9154	0.9567
0.291	24.4444	880	0.9124	0.3646	0.9124	0.9552
0.291	24.5	882	0.9134	0.3646	0.9134	0.9557
0.291	24.5556	884	0.9152	0.3922	0.9152	0.9567
0.291	24.6111	886	0.9383	0.4060	0.9383	0.9687
0.291	24.6667	888	0.9536	0.3921	0.9536	0.9765
0.291	24.7222	890	0.9446	0.4456	0.9446	0.9719
0.291	24.7778	892	0.9213	0.4336	0.9213	0.9598
0.291	24.8333	894	0.9013	0.4336	0.9013	0.9494
0.291	24.8889	896	0.8866	0.3258	0.8866	0.9416
0.291	24.9444	898	0.8899	0.3280	0.8899	0.9433
0.291	25.0	900	0.8950	0.3094	0.8950	0.9460
0.291	25.0556	902	0.9002	0.3071	0.9002	0.9488
0.291	25.1111	904	0.9159	0.3476	0.9159	0.9570
0.291	25.1667	906	0.9424	0.3025	0.9424	0.9708
0.291	25.2222	908	0.9635	0.2771	0.9635	0.9816
0.291	25.2778	910	0.9571	0.2771	0.9571	0.9783
0.291	25.3333	912	0.9488	0.3782	0.9488	0.9741
0.291	25.3889	914	0.9499	0.3782	0.9499	0.9746
0.291	25.4444	916	0.9415	0.3782	0.9415	0.9703
0.291	25.5	918	0.9198	0.4198	0.9198	0.9591
0.291	25.5556	920	0.9024	0.3382	0.9024	0.9499
0.291	25.6111	922	0.8886	0.3221	0.8886	0.9426
0.291	25.6667	924	0.8894	0.3221	0.8894	0.9431
0.291	25.7222	926	0.8965	0.3221	0.8965	0.9468
0.291	25.7778	928	0.9284	0.4063	0.9284	0.9635
0.291	25.8333	930	0.9596	0.4060	0.9596	0.9796
0.291	25.8889	932	0.9721	0.4180	0.9721	0.9859
0.291	25.9444	934	0.9584	0.4060	0.9584	0.9790
0.291	26.0	936	0.9406	0.4060	0.9406	0.9698
0.291	26.0556	938	0.9347	0.3780	0.9347	0.9668
0.291	26.1111	940	0.9227	0.3777	0.9227	0.9606
0.291	26.1667	942	0.9172	0.3777	0.9172	0.9577
0.291	26.2222	944	0.9264	0.3485	0.9264	0.9625
0.291	26.2778	946	0.9330	0.3067	0.9330	0.9659
0.291	26.3333	948	0.9484	0.2796	0.9484	0.9738
0.291	26.3889	950	0.9647	0.2961	0.9647	0.9822
0.291	26.4444	952	0.9702	0.2961	0.9702	0.9850
0.291	26.5	954	0.9360	0.3523	0.9361	0.9675
0.291	26.5556	956	0.9068	0.4336	0.9068	0.9522
0.291	26.6111	958	0.8984	0.4093	0.8984	0.9479
0.291	26.6667	960	0.8853	0.4093	0.8853	0.9409
0.291	26.7222	962	0.8854	0.4093	0.8854	0.9410
0.291	26.7778	964	0.8926	0.4093	0.8926	0.9448
0.291	26.8333	966	0.8935	0.4093	0.8935	0.9453
0.291	26.8889	968	0.8948	0.4093	0.8948	0.9460
0.291	26.9444	970	0.8982	0.4093	0.8982	0.9477
0.291	27.0	972	0.8955	0.4336	0.8955	0.9463
0.291	27.0556	974	0.9125	0.4336	0.9125	0.9553
0.291	27.1111	976	0.9224	0.3802	0.9224	0.9604
0.291	27.1667	978	0.9242	0.3802	0.9242	0.9613
0.291	27.2222	980	0.9302	0.3921	0.9302	0.9645
0.291	27.2778	982	0.9265	0.3802	0.9265	0.9626
0.291	27.3333	984	0.9101	0.4336	0.9101	0.9540
0.291	27.3889	986	0.8874	0.4336	0.8874	0.9420
0.291	27.4444	988	0.8752	0.3819	0.8752	0.9355
0.291	27.5	990	0.8685	0.3996	0.8685	0.9319
0.291	27.5556	992	0.8670	0.3996	0.8670	0.9312
0.291	27.6111	994	0.8677	0.4234	0.8677	0.9315
0.291	27.6667	996	0.8732	0.4097	0.8732	0.9345
0.291	27.7222	998	0.8767	0.4336	0.8767	0.9363
0.0583	27.7778	1000	0.8807	0.4093	0.8807	0.9385
0.0583	27.8333	1002	0.8882	0.4093	0.8882	0.9424
0.0583	27.8889	1004	0.9096	0.4093	0.9096	0.9537
0.0583	27.9444	1006	0.9422	0.3551	0.9422	0.9707
0.0583	28.0	1008	0.9614	0.3161	0.9614	0.9805
0.0583	28.0556	1010	0.9571	0.3551	0.9571	0.9783

Framework versions

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