ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task3_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: 1.0323
• Qwk: -0.0648
• Mse: 1.0323
• Rmse: 1.0160

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	0.1538	2	3.8664	0.0017	3.8664	1.9663
No log	0.3077	4	2.0204	0.0672	2.0204	1.4214
No log	0.4615	6	2.5026	-0.0150	2.5026	1.5820
No log	0.6154	8	1.7223	0.0194	1.7223	1.3124
No log	0.7692	10	1.6980	-0.0996	1.6980	1.3031
No log	0.9231	12	0.9377	0.0134	0.9377	0.9683
No log	1.0769	14	1.0291	0.0651	1.0291	1.0145
No log	1.2308	16	1.7916	-0.0712	1.7916	1.3385
No log	1.3846	18	1.3110	-0.0712	1.3110	1.1450
No log	1.5385	20	0.7653	-0.0695	0.7653	0.8748
No log	1.6923	22	0.7318	-0.0551	0.7318	0.8555
No log	1.8462	24	0.8383	0.1107	0.8383	0.9156
No log	2.0	26	1.1859	-0.0457	1.1859	1.0890
No log	2.1538	28	1.3996	-0.0490	1.3996	1.1830
No log	2.3077	30	1.0437	-0.0411	1.0437	1.0216
No log	2.4615	32	0.8414	-0.0408	0.8414	0.9173
No log	2.6154	34	0.8846	0.0287	0.8846	0.9405
No log	2.7692	36	0.9781	0.0458	0.9781	0.9890
No log	2.9231	38	1.3263	-0.0468	1.3263	1.1516
No log	3.0769	40	1.2289	-0.0446	1.2289	1.1086
No log	3.2308	42	0.8090	-0.0331	0.8090	0.8994
No log	3.3846	44	0.7235	0.0460	0.7235	0.8506
No log	3.5385	46	0.8072	-0.1249	0.8072	0.8984
No log	3.6923	48	1.7579	0.0059	1.7579	1.3259
No log	3.8462	50	2.1972	-0.0474	2.1972	1.4823
No log	4.0	52	1.4783	-0.0098	1.4783	1.2158
No log	4.1538	54	0.8533	-0.1994	0.8533	0.9237
No log	4.3077	56	0.8381	-0.1527	0.8381	0.9155
No log	4.4615	58	1.0014	-0.0468	1.0014	1.0007
No log	4.6154	60	1.4288	0.0231	1.4288	1.1953
No log	4.7692	62	1.4641	-0.0387	1.4641	1.2100
No log	4.9231	64	0.9552	-0.0757	0.9552	0.9773
No log	5.0769	66	0.8319	-0.1916	0.8319	0.9121
No log	5.2308	68	0.9403	-0.0694	0.9403	0.9697
No log	5.3846	70	1.6270	-0.0399	1.6270	1.2756
No log	5.5385	72	1.8718	-0.0890	1.8718	1.3681
No log	5.6923	74	1.2522	0.0086	1.2522	1.1190
No log	5.8462	76	0.8574	-0.1116	0.8574	0.9259
No log	6.0	78	0.8172	-0.1468	0.8172	0.9040
No log	6.1538	80	0.8945	-0.1184	0.8945	0.9458
No log	6.3077	82	1.0373	-0.1214	1.0373	1.0185
No log	6.4615	84	0.9859	-0.0391	0.9859	0.9929
No log	6.6154	86	0.8213	-0.1088	0.8213	0.9063
No log	6.7692	88	0.8082	-0.1081	0.8082	0.8990
No log	6.9231	90	0.9698	-0.0837	0.9698	0.9848
No log	7.0769	92	1.0628	-0.0500	1.0628	1.0309
No log	7.2308	94	0.8615	-0.1521	0.8615	0.9282
No log	7.3846	96	0.8601	-0.1531	0.8601	0.9274
No log	7.5385	98	0.9974	-0.1111	0.9974	0.9987
No log	7.6923	100	1.1407	-0.0466	1.1407	1.0680
No log	7.8462	102	0.9338	-0.1093	0.9338	0.9663
No log	8.0	104	0.9811	-0.1501	0.9811	0.9905
No log	8.1538	106	1.0429	-0.1127	1.0429	1.0212
No log	8.3077	108	0.8581	-0.0669	0.8581	0.9264
No log	8.4615	110	0.8728	-0.0283	0.8728	0.9343
No log	8.6154	112	1.0084	-0.0097	1.0084	1.0042
No log	8.7692	114	1.0849	-0.0194	1.0849	1.0416
No log	8.9231	116	0.9280	-0.1140	0.9280	0.9633
No log	9.0769	118	0.9208	-0.1093	0.9208	0.9596
No log	9.2308	120	1.1414	-0.1566	1.1414	1.0683
No log	9.3846	122	1.2531	-0.0948	1.2531	1.1194
No log	9.5385	124	0.9506	-0.0809	0.9506	0.9750
No log	9.6923	126	0.8124	-0.0062	0.8124	0.9014
No log	9.8462	128	0.8165	0.0375	0.8165	0.9036
No log	10.0	130	0.8932	-0.0355	0.8932	0.9451
No log	10.1538	132	1.1095	-0.0966	1.1095	1.0533
No log	10.3077	134	1.1560	-0.1875	1.1560	1.0752
No log	10.4615	136	0.9407	0.0152	0.9407	0.9699
No log	10.6154	138	0.8572	-0.0118	0.8572	0.9258
No log	10.7692	140	0.9002	0.0183	0.9002	0.9488
No log	10.9231	142	0.9135	0.0095	0.9135	0.9557
No log	11.0769	144	0.8730	0.0183	0.8730	0.9344
No log	11.2308	146	1.0382	-0.0837	1.0382	1.0189
No log	11.3846	148	1.0968	-0.1172	1.0968	1.0473
No log	11.5385	150	0.9536	-0.1083	0.9536	0.9765
No log	11.6923	152	0.8766	-0.0407	0.8766	0.9363
No log	11.8462	154	0.8368	0.0030	0.8368	0.9148
No log	12.0	156	0.8861	-0.1191	0.8861	0.9413
No log	12.1538	158	1.1601	-0.0575	1.1601	1.0771
No log	12.3077	160	1.1210	-0.0563	1.1210	1.0588
No log	12.4615	162	1.0565	-0.0885	1.0565	1.0279
No log	12.6154	164	0.8834	-0.0295	0.8834	0.9399
No log	12.7692	166	0.8998	-0.1506	0.8998	0.9486
No log	12.9231	168	0.9040	-0.1083	0.9040	0.9508
No log	13.0769	170	0.8463	-0.1060	0.8463	0.9199
No log	13.2308	172	0.8216	-0.0578	0.8216	0.9064
No log	13.3846	174	0.9448	-0.0799	0.9448	0.9720
No log	13.5385	176	1.1158	-0.0563	1.1158	1.0563
No log	13.6923	178	0.9970	-0.0828	0.9970	0.9985
No log	13.8462	180	0.8560	-0.0488	0.8560	0.9252
No log	14.0	182	0.8539	-0.0678	0.8539	0.9241
No log	14.1538	184	0.8033	0.0099	0.8033	0.8963
No log	14.3077	186	0.8182	-0.1524	0.8182	0.9046
No log	14.4615	188	1.3882	-0.0925	1.3882	1.1782
No log	14.6154	190	1.9469	-0.0975	1.9469	1.3953
No log	14.7692	192	1.8749	-0.0996	1.8749	1.3693
No log	14.9231	194	1.3685	-0.0657	1.3685	1.1698
No log	15.0769	196	0.9800	-0.1219	0.9800	0.9900
No log	15.2308	198	0.9077	-0.0391	0.9077	0.9527
No log	15.3846	200	0.9017	0.0068	0.9017	0.9496
No log	15.5385	202	1.0049	-0.1582	1.0049	1.0025
No log	15.6923	204	1.1645	-0.0720	1.1645	1.0791
No log	15.8462	206	1.1983	-0.0720	1.1983	1.0947
No log	16.0	208	1.0770	-0.0925	1.0770	1.0378
No log	16.1538	210	0.9409	-0.0694	0.9409	0.9700
No log	16.3077	212	0.9115	-0.1093	0.9115	0.9547
No log	16.4615	214	0.9772	-0.1219	0.9772	0.9885
No log	16.6154	216	1.0775	-0.0964	1.0775	1.0380
No log	16.7692	218	1.0745	-0.0712	1.0745	1.0366
No log	16.9231	220	0.9405	-0.1232	0.9405	0.9698
No log	17.0769	222	0.8045	-0.0125	0.8045	0.8969
No log	17.2308	224	0.8079	-0.0532	0.8079	0.8989
No log	17.3846	226	0.8430	-0.0118	0.8430	0.9182
No log	17.5385	228	0.9672	-0.0799	0.9672	0.9835
No log	17.6923	230	1.1486	-0.0563	1.1486	1.0717
No log	17.8462	232	1.1064	-0.0526	1.1064	1.0519
No log	18.0	234	0.9548	-0.1564	0.9548	0.9771
No log	18.1538	236	0.8714	-0.0488	0.8714	0.9335
No log	18.3077	238	0.8686	-0.0595	0.8686	0.9320
No log	18.4615	240	0.9314	-0.1623	0.9314	0.9651
No log	18.6154	242	1.1783	-0.0597	1.1783	1.0855
No log	18.7692	244	1.3425	-0.0684	1.3425	1.1587
No log	18.9231	246	1.2567	-0.0974	1.2567	1.1210
No log	19.0769	248	1.0534	-0.0948	1.0534	1.0263
No log	19.2308	250	0.9350	-0.0316	0.9350	0.9669
No log	19.3846	252	0.9528	-0.1197	0.9528	0.9761
No log	19.5385	254	1.0130	-0.2392	1.0130	1.0065
No log	19.6923	256	1.0262	-0.2357	1.0262	1.0130
No log	19.8462	258	0.9113	-0.0295	0.9113	0.9546
No log	20.0	260	0.8840	-0.0767	0.8840	0.9402
No log	20.1538	262	0.9580	-0.0877	0.9580	0.9788
No log	20.3077	264	1.0931	0.0238	1.0931	1.0455
No log	20.4615	266	1.1222	0.0238	1.1222	1.0593
No log	20.6154	268	1.0848	0.0006	1.0848	1.0415
No log	20.7692	270	1.1386	0.0238	1.1386	1.0670
No log	20.9231	272	1.1945	0.0217	1.1945	1.0929
No log	21.0769	274	1.0998	0.0065	1.0998	1.0487
No log	21.2308	276	0.9846	-0.1601	0.9846	0.9923
No log	21.3846	278	0.9262	-0.1148	0.9262	0.9624
No log	21.5385	280	0.9050	-0.0573	0.9050	0.9513
No log	21.6923	282	0.9002	-0.0186	0.9002	0.9488
No log	21.8462	284	1.0121	-0.1582	1.0121	1.0060
No log	22.0	286	1.1711	0.0217	1.1711	1.0822
No log	22.1538	288	1.0644	-0.0031	1.0644	1.0317
No log	22.3077	290	0.8607	-0.0316	0.8607	0.9277
No log	22.4615	292	0.8158	0.0282	0.8158	0.9032
No log	22.6154	294	0.8157	0.0282	0.8157	0.9032
No log	22.7692	296	0.9120	-0.2010	0.9120	0.9550
No log	22.9231	298	1.1412	-0.0133	1.1412	1.0683
No log	23.0769	300	1.1341	-0.0720	1.1341	1.0649
No log	23.2308	302	0.9392	-0.1273	0.9392	0.9691
No log	23.3846	304	0.8113	-0.0179	0.8113	0.9007
No log	23.5385	306	0.8247	-0.0449	0.8247	0.9081
No log	23.6923	308	0.8143	-0.0029	0.8143	0.9024
No log	23.8462	310	0.8268	-0.0731	0.8268	0.9093
No log	24.0	312	0.9603	-0.0583	0.9603	0.9799
No log	24.1538	314	0.9703	-0.0285	0.9703	0.9850
No log	24.3077	316	0.8844	-0.1214	0.8844	0.9404
No log	24.4615	318	0.8628	-0.0818	0.8628	0.9289
No log	24.6154	320	0.8910	-0.1219	0.8910	0.9439
No log	24.7692	322	0.9210	-0.0513	0.9210	0.9597
No log	24.9231	324	0.9417	-0.0513	0.9417	0.9704
No log	25.0769	326	1.0097	0.0086	1.0097	1.0048
No log	25.2308	328	0.9766	-0.0486	0.9766	0.9882
No log	25.3846	330	0.9863	-0.0837	0.9863	0.9931
No log	25.5385	332	0.9707	-0.0818	0.9707	0.9852
No log	25.6923	334	0.9423	-0.0746	0.9423	0.9707
No log	25.8462	336	0.9074	-0.1077	0.9074	0.9526
No log	26.0	338	0.9457	-0.0746	0.9457	0.9725
No log	26.1538	340	1.0856	-0.0586	1.0856	1.0419
No log	26.3077	342	1.1406	-0.0964	1.1406	1.0680
No log	26.4615	344	1.0513	-0.0291	1.0513	1.0253
No log	26.6154	346	0.9989	-0.0586	0.9989	0.9994
No log	26.7692	348	0.9612	-0.1232	0.9612	0.9804
No log	26.9231	350	0.9914	-0.0586	0.9914	0.9957
No log	27.0769	352	1.1014	-0.0398	1.1014	1.0495
No log	27.2308	354	1.1473	-0.0712	1.1473	1.0711
No log	27.3846	356	1.1441	-0.1011	1.1441	1.0696
No log	27.5385	358	1.0282	-0.0345	1.0282	1.0140
No log	27.6923	360	0.8466	-0.0408	0.8466	0.9201
No log	27.8462	362	0.7808	-0.0152	0.7808	0.8836
No log	28.0	364	0.7751	0.0395	0.7751	0.8804
No log	28.1538	366	0.8282	0.0639	0.8282	0.9100
No log	28.3077	368	0.9119	-0.0076	0.9119	0.9549
No log	28.4615	370	1.0560	-0.0997	1.0560	1.0276
No log	28.6154	372	1.0813	-0.0997	1.0813	1.0398
No log	28.7692	374	0.9658	-0.0638	0.9658	0.9828
No log	28.9231	376	0.8747	0.0016	0.8747	0.9353
No log	29.0769	378	0.8629	-0.0316	0.8629	0.9290
No log	29.2308	380	0.9223	-0.0097	0.9223	0.9604
No log	29.3846	382	0.9257	0.0304	0.9257	0.9621
No log	29.5385	384	0.9541	0.0277	0.9541	0.9768
No log	29.6923	386	0.9793	0.0224	0.9793	0.9896
No log	29.8462	388	1.0346	-0.0885	1.0346	1.0171
No log	30.0	390	1.0168	-0.0885	1.0168	1.0084
No log	30.1538	392	0.9697	-0.1221	0.9697	0.9847
No log	30.3077	394	1.0188	-0.1566	1.0188	1.0093
No log	30.4615	396	1.0675	-0.0686	1.0675	1.0332
No log	30.6154	398	1.0833	-0.0997	1.0833	1.0408
No log	30.7692	400	1.0289	-0.0658	1.0289	1.0143
No log	30.9231	402	0.9451	-0.0076	0.9451	0.9722
No log	31.0769	404	0.8966	0.0123	0.8966	0.9469
No log	31.2308	406	0.8881	-0.0295	0.8881	0.9424
No log	31.3846	408	0.9618	-0.0456	0.9618	0.9807
No log	31.5385	410	1.1523	-0.0306	1.1523	1.0734
No log	31.6923	412	1.2334	-0.0398	1.2334	1.1106
No log	31.8462	414	1.1185	-0.0608	1.1185	1.0576
No log	32.0	416	0.9520	-0.0837	0.9520	0.9757
No log	32.1538	418	0.8926	-0.0355	0.8926	0.9448
No log	32.3077	420	0.8617	0.0152	0.8617	0.9283
No log	32.4615	422	0.9002	-0.0373	0.9002	0.9488
No log	32.6154	424	0.9341	-0.1593	0.9341	0.9665
No log	32.7692	426	0.9533	-0.1939	0.9533	0.9764
No log	32.9231	428	0.8762	0.0095	0.8762	0.9361
No log	33.0769	430	0.8155	-0.0704	0.8155	0.9031
No log	33.2308	432	0.8090	-0.0690	0.8090	0.8994
No log	33.3846	434	0.8626	0.0095	0.8626	0.9287
No log	33.5385	436	0.9689	-0.0513	0.9689	0.9843
No log	33.6923	438	1.0838	-0.0345	1.0838	1.0410
No log	33.8462	440	1.0560	-0.0385	1.0560	1.0276
No log	34.0	442	0.9632	-0.0943	0.9632	0.9814
No log	34.1538	444	0.8957	-0.0391	0.8957	0.9464
No log	34.3077	446	0.8562	-0.0252	0.8562	0.9253
No log	34.4615	448	0.8525	-0.0731	0.8525	0.9233
No log	34.6154	450	0.8395	-0.0718	0.8395	0.9162
No log	34.7692	452	0.8303	-0.0690	0.8303	0.9112
No log	34.9231	454	0.8468	-0.1194	0.8468	0.9202
No log	35.0769	456	0.8435	-0.0755	0.8435	0.9184
No log	35.2308	458	0.8652	-0.0355	0.8652	0.9302
No log	35.3846	460	0.8683	-0.0008	0.8683	0.9318
No log	35.5385	462	0.8375	-0.0755	0.8375	0.9151
No log	35.6923	464	0.8105	-0.1180	0.8105	0.9003
No log	35.8462	466	0.8177	-0.1585	0.8177	0.9043
No log	36.0	468	0.8217	-0.1585	0.8217	0.9065
No log	36.1538	470	0.8318	-0.0628	0.8318	0.9120
No log	36.3077	472	0.8445	-0.1585	0.8445	0.9190
No log	36.4615	474	0.8868	-0.0316	0.8868	0.9417
No log	36.6154	476	0.9566	-0.0500	0.9566	0.9781
No log	36.7692	478	0.9753	-0.0500	0.9753	0.9876
No log	36.9231	480	0.9276	-0.0500	0.9276	0.9631
No log	37.0769	482	0.8655	-0.0778	0.8655	0.9303
No log	37.2308	484	0.8676	0.0016	0.8676	0.9314
No log	37.3846	486	0.9197	-0.0486	0.9197	0.9590
No log	37.5385	488	0.9006	-0.0456	0.9006	0.9490
No log	37.6923	490	0.8846	-0.0441	0.8846	0.9405
No log	37.8462	492	0.8886	-0.0456	0.8886	0.9427
No log	38.0	494	0.9410	-0.0877	0.9410	0.9701
No log	38.1538	496	1.0052	0.0045	1.0052	1.0026
No log	38.3077	498	1.0049	-0.0245	1.0049	1.0025
0.2171	38.4615	500	0.9373	-0.0500	0.9373	0.9681
0.2171	38.6154	502	0.8725	0.0095	0.8725	0.9341
0.2171	38.7692	504	0.8244	-0.0718	0.8244	0.9080
0.2171	38.9231	506	0.8162	-0.0718	0.8162	0.9035
0.2171	39.0769	508	0.8462	0.0095	0.8462	0.9199
0.2171	39.2308	510	0.9128	-0.0157	0.9128	0.9554
0.2171	39.3846	512	1.0573	-0.0049	1.0573	1.0283
0.2171	39.5385	514	1.1767	-0.0712	1.1767	1.0848
0.2171	39.6923	516	1.1662	-0.0712	1.1662	1.0799
0.2171	39.8462	518	1.0441	0.0680	1.0441	1.0218
0.2171	40.0	520	1.0035	0.0086	1.0035	1.0018
0.2171	40.1538	522	1.0462	0.0319	1.0462	1.0229
0.2171	40.3077	524	1.0354	-0.0306	1.0354	1.0175
0.2171	40.4615	526	1.0271	-0.0306	1.0271	1.0135
0.2171	40.6154	528	0.9859	-0.0912	0.9859	0.9929
0.2171	40.7692	530	0.9037	-0.0031	0.9037	0.9506
0.2171	40.9231	532	0.8316	0.0152	0.8316	0.9119
0.2171	41.0769	534	0.8039	-0.0718	0.8039	0.8966
0.2171	41.2308	536	0.8098	0.0152	0.8098	0.8999
0.2171	41.3846	538	0.8320	0.0095	0.8320	0.9122
0.2171	41.5385	540	0.8792	-0.0031	0.8792	0.9377
0.2171	41.6923	542	0.9314	-0.0175	0.9314	0.9651
0.2171	41.8462	544	0.9654	-0.0228	0.9654	0.9826
0.2171	42.0	546	0.9541	0.0152	0.9541	0.9768
0.2171	42.1538	548	0.9713	0.0778	0.9713	0.9856
0.2171	42.3077	550	0.9869	0.0717	0.9869	0.9934
0.2171	42.4615	552	0.9615	0.0416	0.9615	0.9806
0.2171	42.6154	554	0.9082	0.0200	0.9082	0.9530
0.2171	42.7692	556	0.9051	-0.0138	0.9051	0.9514
0.2171	42.9231	558	0.9163	-0.0138	0.9163	0.9572
0.2171	43.0769	560	0.8640	-0.0391	0.8640	0.9295
0.2171	43.2308	562	0.8707	-0.0031	0.8707	0.9331
0.2171	43.3846	564	0.9253	0.0152	0.9253	0.9619
0.2171	43.5385	566	1.0561	-0.0666	1.0561	1.0277
0.2171	43.6923	568	1.1216	-0.0411	1.1216	1.0591
0.2171	43.8462	570	1.1056	-0.0666	1.1056	1.0515
0.2171	44.0	572	1.0719	-0.0666	1.0719	1.0353
0.2171	44.1538	574	1.0368	-0.0320	1.0368	1.0182
0.2171	44.3077	576	1.0419	-0.0320	1.0419	1.0208
0.2171	44.4615	578	0.9838	0.0045	0.9838	0.9919
0.2171	44.6154	580	0.8652	0.0095	0.8652	0.9302
0.2171	44.7692	582	0.8187	-0.0743	0.8187	0.9048
0.2171	44.9231	584	0.8022	-0.1184	0.8022	0.8956
0.2171	45.0769	586	0.7956	-0.1184	0.7956	0.8920
0.2171	45.2308	588	0.8100	-0.0743	0.8100	0.9000
0.2171	45.3846	590	0.8511	-0.0391	0.8511	0.9226
0.2171	45.5385	592	0.8765	-0.0408	0.8765	0.9362
0.2171	45.6923	594	0.9206	0.0200	0.9206	0.9595
0.2171	45.8462	596	0.9360	0.0486	0.9360	0.9675
0.2171	46.0	598	0.8914	-0.0441	0.8914	0.9442
0.2171	46.1538	600	0.8151	-0.0743	0.8151	0.9028
0.2171	46.3077	602	0.7925	-0.1187	0.7925	0.8902
0.2171	46.4615	604	0.8192	-0.0743	0.8192	0.9051
0.2171	46.6154	606	0.8679	-0.0799	0.8679	0.9316
0.2171	46.7692	608	0.8904	-0.0456	0.8904	0.9436
0.2171	46.9231	610	0.9296	-0.0194	0.9296	0.9641
0.2171	47.0769	612	0.9720	0.0045	0.9720	0.9859
0.2171	47.2308	614	0.9901	0.0045	0.9901	0.9950
0.2171	47.3846	616	0.9607	0.0443	0.9607	0.9801
0.2171	47.5385	618	0.9026	-0.0456	0.9026	0.9501
0.2171	47.6923	620	0.8452	-0.0355	0.8452	0.9193
0.2171	47.8462	622	0.8174	-0.1187	0.8174	0.9041
0.2171	48.0	624	0.7988	-0.0152	0.7988	0.8938
0.2171	48.1538	626	0.8044	-0.0152	0.8044	0.8969
0.2171	48.3077	628	0.8197	-0.1184	0.8197	0.9054
0.2171	48.4615	630	0.8921	0.0424	0.8921	0.9445
0.2171	48.6154	632	0.9899	0.0498	0.9899	0.9950
0.2171	48.7692	634	1.0908	-0.0012	1.0908	1.0444
0.2171	48.9231	636	1.1519	-0.0084	1.1519	1.0733
0.2171	49.0769	638	1.1755	-0.0704	1.1755	1.0842
0.2171	49.2308	640	1.1248	-0.0704	1.1248	1.0606
0.2171	49.3846	642	1.0116	-0.0385	1.0116	1.0058
0.2171	49.5385	644	0.8985	0.0556	0.8985	0.9479
0.2171	49.6923	646	0.8429	-0.0355	0.8429	0.9181
0.2171	49.8462	648	0.8208	0.0214	0.8208	0.9060
0.2171	50.0	650	0.8194	-0.0295	0.8194	0.9052
0.2171	50.1538	652	0.8531	-0.0373	0.8531	0.9237
0.2171	50.3077	654	0.9208	-0.0500	0.9208	0.9596
0.2171	50.4615	656	0.9956	0.0810	0.9956	0.9978
0.2171	50.6154	658	1.0454	0.0717	1.0454	1.0224
0.2171	50.7692	660	1.0106	0.0810	1.0106	1.0053
0.2171	50.9231	662	0.9646	0.0498	0.9646	0.9822
0.2171	51.0769	664	0.9789	0.0498	0.9789	0.9894
0.2171	51.2308	666	1.0042	0.0810	1.0042	1.0021
0.2171	51.3846	668	1.0213	0.0631	1.0213	1.0106
0.2171	51.5385	670	1.0788	-0.0348	1.0788	1.0387
0.2171	51.6923	672	1.0837	-0.0067	1.0837	1.0410
0.2171	51.8462	674	1.0565	0.0596	1.0565	1.0279
0.2171	52.0	676	0.9644	0.0152	0.9644	0.9820
0.2171	52.1538	678	0.8838	-0.0054	0.8838	0.9401
0.2171	52.3077	680	0.8337	0.0041	0.8337	0.9131
0.2171	52.4615	682	0.8151	-0.1187	0.8151	0.9028
0.2171	52.6154	684	0.8274	-0.1187	0.8274	0.9096
0.2171	52.7692	686	0.8553	0.0041	0.8553	0.9248
0.2171	52.9231	688	0.9048	-0.0054	0.9048	0.9512
0.2171	53.0769	690	1.0063	0.0470	1.0063	1.0031
0.2171	53.2308	692	1.0595	-0.0049	1.0595	1.0293
0.2171	53.3846	694	1.0725	-0.0398	1.0725	1.0356
0.2171	53.5385	696	1.0208	-0.0372	1.0208	1.0103
0.2171	53.6923	698	0.9478	-0.0211	0.9478	0.9736
0.2171	53.8462	700	0.8885	-0.0054	0.8885	0.9426
0.2171	54.0	702	0.8770	0.0016	0.8770	0.9365
0.2171	54.1538	704	0.8852	-0.0031	0.8852	0.9409
0.2171	54.3077	706	0.9034	0.0333	0.9034	0.9505
0.2171	54.4615	708	0.9374	-0.0500	0.9374	0.9682
0.2171	54.6154	710	0.9503	-0.0157	0.9503	0.9748
0.2171	54.7692	712	0.9688	-0.0175	0.9688	0.9843
0.2171	54.9231	714	0.9843	-0.0157	0.9843	0.9921
0.2171	55.0769	716	1.0296	0.0129	1.0296	1.0147
0.2171	55.2308	718	1.1444	-0.0012	1.1444	1.0698
0.2171	55.3846	720	1.2223	-0.0704	1.2223	1.1056
0.2171	55.5385	722	1.2165	-0.0704	1.2165	1.1030
0.2171	55.6923	724	1.1846	-0.0704	1.1846	1.0884
0.2171	55.8462	726	1.1133	-0.0695	1.1133	1.0551
0.2171	56.0	728	1.0323	-0.0648	1.0323	1.0160

Framework versions

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