Arabic_FineTuningAraBERT_AugV0_k15_task1_organization_fold0

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: 1.0989
• Qwk: 0.4615
• Mse: 1.0989
• Rmse: 1.0483

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0208	2	5.0111	-0.0516	5.0111	2.2385
No log	0.0417	4	2.5039	0.2075	2.5039	1.5824
No log	0.0625	6	1.6615	0.0742	1.6615	1.2890
No log	0.0833	8	1.8040	-0.0074	1.8040	1.3431
No log	0.1042	10	1.5857	0.0574	1.5857	1.2593
No log	0.125	12	1.8309	0.0704	1.8309	1.3531
No log	0.1458	14	1.8306	0.0227	1.8306	1.3530
No log	0.1667	16	1.4983	0.2164	1.4983	1.2241
No log	0.1875	18	1.4152	0.2388	1.4152	1.1896
No log	0.2083	20	1.3851	0.3240	1.3851	1.1769
No log	0.2292	22	1.5624	0.2145	1.5624	1.2500
No log	0.25	24	1.5292	0.2145	1.5292	1.2366
No log	0.2708	26	1.3015	0.2793	1.3015	1.1408
No log	0.2917	28	1.1896	0.3165	1.1896	1.0907
No log	0.3125	30	1.1911	0.3165	1.1911	1.0914
No log	0.3333	32	1.3386	0.2145	1.3386	1.1570
No log	0.3542	34	1.4859	0.1873	1.4859	1.2190
No log	0.375	36	1.4299	0.3017	1.4299	1.1958
No log	0.3958	38	1.2602	0.2793	1.2602	1.1226
No log	0.4167	40	1.3101	0.3883	1.3101	1.1446
No log	0.4375	42	1.2532	0.3883	1.2532	1.1195
No log	0.4583	44	1.1620	0.4838	1.1620	1.0779
No log	0.4792	46	1.2712	0.4803	1.2712	1.1275
No log	0.5	48	1.4463	0.4435	1.4463	1.2026
No log	0.5208	50	1.3867	0.4435	1.3867	1.1776
No log	0.5417	52	1.2745	0.4435	1.2745	1.1289
No log	0.5625	54	1.4426	0.4022	1.4426	1.2011
No log	0.5833	56	1.4540	0.3310	1.4540	1.2058
No log	0.6042	58	1.2591	0.4786	1.2591	1.1221
No log	0.625	60	1.0701	0.4337	1.0701	1.0345
No log	0.6458	62	1.1314	0.4299	1.1314	1.0637
No log	0.6667	64	1.2906	0.4299	1.2906	1.1361
No log	0.6875	66	1.2730	0.3913	1.2730	1.1283
No log	0.7083	68	1.2572	0.3913	1.2572	1.1212
No log	0.7292	70	1.0140	0.5714	1.0140	1.0070
No log	0.75	72	0.9563	0.5953	0.9563	0.9779
No log	0.7708	74	1.0252	0.5714	1.0252	1.0125
No log	0.7917	76	1.2299	0.4369	1.2299	1.1090
No log	0.8125	78	1.3371	0.3251	1.3371	1.1563
No log	0.8333	80	1.2092	0.4783	1.2092	1.0996
No log	0.8542	82	1.0556	0.4778	1.0556	1.0274
No log	0.875	84	1.0109	0.3274	1.0109	1.0054
No log	0.8958	86	1.0484	0.3274	1.0484	1.0239
No log	0.9167	88	1.1108	0.4778	1.1108	1.0540
No log	0.9375	90	1.1608	0.4783	1.1608	1.0774
No log	0.9583	92	1.0405	0.4778	1.0405	1.0201
No log	0.9792	94	0.9255	0.5043	0.9255	0.9620
No log	1.0	96	0.8825	0.5486	0.8825	0.9394
No log	1.0208	98	0.8752	0.6127	0.8752	0.9355
No log	1.0417	100	1.0990	0.4369	1.0990	1.0483
No log	1.0625	102	1.3340	0.4234	1.3340	1.1550
No log	1.0833	104	1.3012	0.4234	1.3012	1.1407
No log	1.1042	106	1.1920	0.4786	1.1920	1.0918
No log	1.125	108	1.1778	0.4778	1.1778	1.0853
No log	1.1458	110	0.9988	0.5011	0.9988	0.9994
No log	1.1667	112	0.9917	0.3322	0.9917	0.9958
No log	1.1875	114	1.0025	0.4071	1.0025	1.0013
No log	1.2083	116	1.0356	0.5243	1.0356	1.0177
No log	1.2292	118	1.3946	0.3576	1.3946	1.1809
No log	1.25	120	1.7730	0.2808	1.7730	1.3315
No log	1.2708	122	1.7387	0.2808	1.7387	1.3186
No log	1.2917	124	1.4956	0.4043	1.4956	1.2229
No log	1.3125	126	1.1878	0.4783	1.1878	1.0899
No log	1.3333	128	0.9960	0.4797	0.9960	0.9980
No log	1.3542	130	0.9976	0.4338	0.9976	0.9988
No log	1.375	132	0.9859	0.5070	0.9859	0.9929
No log	1.3958	134	0.9810	0.5028	0.9810	0.9905
No log	1.4167	136	1.1691	0.4778	1.1691	1.0812
No log	1.4375	138	1.5514	0.3226	1.5514	1.2456
No log	1.4583	140	1.7016	0.2839	1.7016	1.3045
No log	1.4792	142	1.5420	0.3770	1.5420	1.2418
No log	1.5	144	1.2268	0.4560	1.2268	1.1076
No log	1.5208	146	1.0441	0.4068	1.0441	1.0218
No log	1.5417	148	1.0305	0.3787	1.0305	1.0151
No log	1.5625	150	1.0482	0.2974	1.0482	1.0238
No log	1.5833	152	1.0396	0.4057	1.0396	1.0196
No log	1.6042	154	1.0535	0.4324	1.0535	1.0264
No log	1.625	156	1.0697	0.4324	1.0697	1.0343
No log	1.6458	158	1.1487	0.5011	1.1487	1.0718
No log	1.6667	160	1.1569	0.5010	1.1569	1.0756
No log	1.6875	162	1.0563	0.4812	1.0563	1.0278
No log	1.7083	164	0.9457	0.6175	0.9457	0.9725
No log	1.7292	166	0.9304	0.5736	0.9304	0.9646
No log	1.75	168	0.9727	0.5374	0.9727	0.9863
No log	1.7708	170	0.9927	0.5714	0.9927	0.9963
No log	1.7917	172	1.0570	0.5174	1.0570	1.0281
No log	1.8125	174	1.0381	0.5185	1.0381	1.0189
No log	1.8333	176	1.0146	0.5185	1.0146	1.0073
No log	1.8542	178	1.0287	0.5185	1.0287	1.0143
No log	1.875	180	1.1200	0.4991	1.1200	1.0583
No log	1.8958	182	1.0977	0.4606	1.0977	1.0477
No log	1.9167	184	1.1491	0.4234	1.1491	1.0719
No log	1.9375	186	1.1433	0.4425	1.1433	1.0692
No log	1.9583	188	1.1645	0.4615	1.1645	1.0791
No log	1.9792	190	1.0830	0.4615	1.0830	1.0407
No log	2.0	192	1.1033	0.4615	1.1033	1.0504
No log	2.0208	194	1.2807	0.4425	1.2807	1.1317
No log	2.0417	196	1.2563	0.4615	1.2563	1.1209
No log	2.0625	198	1.1470	0.4615	1.1470	1.0710
No log	2.0833	200	1.1048	0.4606	1.1048	1.0511
No log	2.1042	202	1.2477	0.4425	1.2477	1.1170
No log	2.125	204	1.2325	0.4234	1.2325	1.1102
No log	2.1458	206	1.2802	0.4043	1.2802	1.1314
No log	2.1667	208	1.4318	0.3478	1.4318	1.1966
No log	2.1875	210	1.3468	0.3478	1.3468	1.1605
No log	2.2083	212	1.1208	0.4783	1.1208	1.0587
No log	2.2292	214	0.9962	0.4778	0.9962	0.9981
No log	2.25	216	0.9792	0.4778	0.9792	0.9895
No log	2.2708	218	0.9914	0.4778	0.9914	0.9957
No log	2.2917	220	1.1545	0.4425	1.1545	1.0745
No log	2.3125	222	1.4664	0.3478	1.4664	1.2110
No log	2.3333	224	1.4951	0.3670	1.4951	1.2227
No log	2.3542	226	1.2366	0.4425	1.2366	1.1120
No log	2.375	228	0.9096	0.6316	0.9096	0.9538
No log	2.3958	230	0.8147	0.6077	0.8147	0.9026
No log	2.4167	232	0.8212	0.5453	0.8212	0.9062
No log	2.4375	234	0.9011	0.6316	0.9011	0.9493
No log	2.4583	236	1.0652	0.4790	1.0652	1.0321
No log	2.4792	238	1.1231	0.4793	1.1231	1.0598
No log	2.5	240	1.0865	0.4790	1.0865	1.0424
No log	2.5208	242	1.0430	0.4995	1.0430	1.0213
No log	2.5417	244	0.9359	0.5440	0.9359	0.9674
No log	2.5625	246	0.9129	0.6095	0.9129	0.9554
No log	2.5833	248	1.0189	0.4995	1.0189	1.0094
No log	2.6042	250	1.1890	0.4606	1.1890	1.0904
No log	2.625	252	1.2719	0.4425	1.2719	1.1278
No log	2.6458	254	1.1949	0.4408	1.1949	1.0931
No log	2.6667	256	0.9838	0.5200	0.9838	0.9918
No log	2.6875	258	0.8909	0.6316	0.8909	0.9439
No log	2.7083	260	0.9078	0.6095	0.9078	0.9528
No log	2.7292	262	0.9496	0.5200	0.9496	0.9745
No log	2.75	264	1.0364	0.4595	1.0364	1.0180
No log	2.7708	266	1.1696	0.4183	1.1696	1.0815
No log	2.7917	268	1.2358	0.4043	1.2358	1.1117
No log	2.8125	270	1.2069	0.4043	1.2069	1.0986
No log	2.8333	272	1.0513	0.4606	1.0513	1.0253
No log	2.8542	274	0.9069	0.5404	0.9069	0.9523
No log	2.875	276	0.8443	0.5927	0.8443	0.9189
No log	2.8958	278	0.8746	0.5927	0.8746	0.9352
No log	2.9167	280	0.9806	0.5	0.9806	0.9903
No log	2.9375	282	1.1094	0.4425	1.1094	1.0533
No log	2.9583	284	1.1744	0.4234	1.1744	1.0837
No log	2.9792	286	1.0750	0.4615	1.0750	1.0368
No log	3.0	288	0.9219	0.4803	0.9219	0.9602
No log	3.0208	290	0.7961	0.5714	0.7961	0.8922
No log	3.0417	292	0.7468	0.6174	0.7468	0.8642
No log	3.0625	294	0.7673	0.6111	0.7673	0.8760
No log	3.0833	296	0.8538	0.5197	0.8538	0.9240
No log	3.1042	298	0.9082	0.5366	0.9082	0.9530
No log	3.125	300	0.8979	0.5366	0.8979	0.9476
No log	3.1458	302	0.8369	0.5638	0.8369	0.9148
No log	3.1667	304	0.7982	0.6387	0.7982	0.8934
No log	3.1875	306	0.8417	0.5927	0.8417	0.9174
No log	3.2083	308	0.8970	0.5696	0.8970	0.9471
No log	3.2292	310	0.9259	0.5011	0.9259	0.9622
No log	3.25	312	0.9802	0.5011	0.9802	0.9900
No log	3.2708	314	0.9947	0.5011	0.9947	0.9974
No log	3.2917	316	1.0577	0.4571	1.0577	1.0284
No log	3.3125	318	1.1156	0.4991	1.1156	1.0562
No log	3.3333	320	1.0435	0.4991	1.0435	1.0215
No log	3.3542	322	0.9673	0.4991	0.9673	0.9835
No log	3.375	324	0.9140	0.5188	0.9140	0.9561
No log	3.3958	326	0.9133	0.5707	0.9133	0.9557
No log	3.4167	328	0.9636	0.5707	0.9636	0.9816
No log	3.4375	330	0.9599	0.5707	0.9599	0.9797
No log	3.4583	332	0.8751	0.5707	0.8751	0.9355
No log	3.4792	334	0.8596	0.5737	0.8596	0.9272
No log	3.5	336	0.9464	0.5707	0.9464	0.9728
No log	3.5208	338	0.9426	0.5200	0.9426	0.9709
No log	3.5417	340	0.8836	0.5804	0.8836	0.9400
No log	3.5625	342	0.8920	0.6257	0.8920	0.9445
No log	3.5833	344	0.8955	0.6414	0.8955	0.9463
No log	3.6042	346	0.8876	0.6111	0.8876	0.9421
No log	3.625	348	0.8672	0.6111	0.8672	0.9312
No log	3.6458	350	0.8695	0.5927	0.8695	0.9325
No log	3.6667	352	0.9635	0.5629	0.9635	0.9816
No log	3.6875	354	1.1220	0.4991	1.1220	1.0592
No log	3.7083	356	1.2044	0.4793	1.2044	1.0974
No log	3.7292	358	1.2104	0.4596	1.2104	1.1002
No log	3.75	360	1.1032	0.4991	1.1032	1.0503
No log	3.7708	362	0.9611	0.5417	0.9611	0.9803
No log	3.7917	364	0.8798	0.5243	0.8798	0.9380
No log	3.8125	366	0.8461	0.5705	0.8461	0.9198
No log	3.8333	368	0.8801	0.5804	0.8801	0.9382
No log	3.8542	370	1.0121	0.5188	1.0121	1.0060
No log	3.875	372	1.2039	0.4615	1.2039	1.0972
No log	3.8958	374	1.2183	0.4615	1.2183	1.1037
No log	3.9167	376	1.0951	0.4615	1.0951	1.0465
No log	3.9375	378	0.9026	0.5769	0.9026	0.9501
No log	3.9583	380	0.8309	0.5769	0.8309	0.9115
No log	3.9792	382	0.8029	0.5842	0.8029	0.8960
No log	4.0	384	0.8466	0.5804	0.8466	0.9201
No log	4.0208	386	0.9626	0.5188	0.9626	0.9811
No log	4.0417	388	1.0554	0.4991	1.0554	1.0273
No log	4.0625	390	1.1272	0.4615	1.1272	1.0617
No log	4.0833	392	1.1506	0.4615	1.1506	1.0727
No log	4.1042	394	1.0659	0.4995	1.0659	1.0324
No log	4.125	396	1.0227	0.4995	1.0227	1.0113
No log	4.1458	398	1.0101	0.4995	1.0101	1.0050
No log	4.1667	400	0.9637	0.4995	0.9637	0.9817
No log	4.1875	402	0.9527	0.5573	0.9527	0.9761
No log	4.2083	404	0.9139	0.5769	0.9139	0.9560
No log	4.2292	406	0.8003	0.6740	0.8003	0.8946
No log	4.25	408	0.7412	0.6678	0.7412	0.8609
No log	4.2708	410	0.7248	0.6678	0.7248	0.8513
No log	4.2917	412	0.7807	0.7071	0.7807	0.8836
No log	4.3125	414	0.9287	0.6610	0.9287	0.9637
No log	4.3333	416	1.0685	0.4811	1.0685	1.0337
No log	4.3542	418	1.0982	0.4615	1.0982	1.0479
No log	4.375	420	1.0344	0.4991	1.0344	1.0170
No log	4.3958	422	0.9399	0.4991	0.9399	0.9695
No log	4.4167	424	0.8103	0.5842	0.8103	0.9002
No log	4.4375	426	0.7691	0.6103	0.7691	0.8770
No log	4.4583	428	0.7655	0.6103	0.7655	0.8749
No log	4.4792	430	0.8035	0.5842	0.8035	0.8964
No log	4.5	432	0.9526	0.4991	0.9526	0.9760
No log	4.5208	434	1.2258	0.4811	1.2258	1.1071
No log	4.5417	436	1.3256	0.4811	1.3256	1.1513
No log	4.5625	438	1.2109	0.4811	1.2109	1.1004
No log	4.5833	440	0.9740	0.5573	0.9740	0.9869
No log	4.6042	442	0.8316	0.6407	0.8316	0.9119
No log	4.625	444	0.8013	0.6407	0.8013	0.8951
No log	4.6458	446	0.8673	0.5769	0.8673	0.9313
No log	4.6667	448	0.9619	0.5573	0.9619	0.9808
No log	4.6875	450	1.0333	0.4991	1.0333	1.0165
No log	4.7083	452	0.9943	0.4991	0.9943	0.9972
No log	4.7292	454	0.9299	0.4991	0.9299	0.9643
No log	4.75	456	0.8038	0.6115	0.8038	0.8965
No log	4.7708	458	0.7007	0.7614	0.7007	0.8371
No log	4.7917	460	0.6463	0.7025	0.6463	0.8039
No log	4.8125	462	0.6455	0.6836	0.6455	0.8034
No log	4.8333	464	0.6361	0.7427	0.6361	0.7975
No log	4.8542	466	0.6419	0.7106	0.6419	0.8012
No log	4.875	468	0.6826	0.6609	0.6826	0.8262
No log	4.8958	470	0.7265	0.6407	0.7265	0.8524
No log	4.9167	472	0.8315	0.5769	0.8315	0.9119
No log	4.9375	474	0.8935	0.4991	0.8935	0.9453
No log	4.9583	476	0.8544	0.4995	0.8544	0.9243
No log	4.9792	478	0.8075	0.5449	0.8075	0.8986
No log	5.0	480	0.7558	0.6103	0.7558	0.8694
No log	5.0208	482	0.7271	0.5679	0.7271	0.8527
No log	5.0417	484	0.7455	0.5679	0.7455	0.8634
No log	5.0625	486	0.7701	0.6469	0.7701	0.8775
No log	5.0833	488	0.8469	0.6349	0.8469	0.9203
No log	5.1042	490	0.9938	0.5524	0.9938	0.9969
No log	5.125	492	1.0994	0.4991	1.0994	1.0485
No log	5.1458	494	1.0719	0.4991	1.0719	1.0353
No log	5.1667	496	0.9594	0.4991	0.9594	0.9795
No log	5.1875	498	0.8423	0.5804	0.8423	0.9178
0.2972	5.2083	500	0.8009	0.5804	0.8009	0.8949
0.2972	5.2292	502	0.8438	0.5600	0.8438	0.9186
0.2972	5.25	504	0.9217	0.4995	0.9217	0.9600
0.2972	5.2708	506	0.9912	0.4995	0.9912	0.9956
0.2972	5.2917	508	1.0274	0.4995	1.0274	1.0136
0.2972	5.3125	510	1.0176	0.4995	1.0176	1.0088
0.2972	5.3333	512	0.9779	0.4995	0.9779	0.9889
0.2972	5.3542	514	0.9347	0.4995	0.9347	0.9668
0.2972	5.375	516	0.9007	0.4995	0.9007	0.9491
0.2972	5.3958	518	0.9173	0.4995	0.9173	0.9577
0.2972	5.4167	520	0.9843	0.4995	0.9843	0.9921
0.2972	5.4375	522	0.9998	0.4991	0.9998	0.9999
0.2972	5.4583	524	0.9732	0.4991	0.9732	0.9865
0.2972	5.4792	526	0.9344	0.4995	0.9344	0.9667
0.2972	5.5	528	0.8620	0.5200	0.8620	0.9285
0.2972	5.5208	530	0.8255	0.5200	0.8255	0.9086
0.2972	5.5417	532	0.8038	0.5804	0.8038	0.8965
0.2972	5.5625	534	0.8541	0.5200	0.8541	0.9242
0.2972	5.5833	536	0.9734	0.4991	0.9734	0.9866
0.2972	5.6042	538	1.1141	0.4991	1.1141	1.0555
0.2972	5.625	540	1.1215	0.4991	1.1215	1.0590
0.2972	5.6458	542	1.0278	0.4991	1.0278	1.0138
0.2972	5.6667	544	0.8716	0.5188	0.8716	0.9336
0.2972	5.6875	546	0.7947	0.6349	0.7947	0.8915
0.2972	5.7083	548	0.7615	0.6349	0.7615	0.8727
0.2972	5.7292	550	0.7357	0.6469	0.7357	0.8577
0.2972	5.75	552	0.7763	0.6407	0.7763	0.8811
0.2972	5.7708	554	0.8792	0.5188	0.8792	0.9377
0.2972	5.7917	556	0.9877	0.4991	0.9877	0.9938
0.2972	5.8125	558	1.0197	0.4991	1.0197	1.0098
0.2972	5.8333	560	0.9747	0.4991	0.9747	0.9873
0.2972	5.8542	562	0.8837	0.5188	0.8837	0.9400
0.2972	5.875	564	0.8250	0.6349	0.8250	0.9083
0.2972	5.8958	566	0.7898	0.6349	0.7898	0.8887
0.2972	5.9167	568	0.8524	0.5188	0.8524	0.9232
0.2972	5.9375	570	0.9862	0.4991	0.9862	0.9931
0.2972	5.9583	572	1.0283	0.4991	1.0283	1.0140
0.2972	5.9792	574	0.9928	0.4991	0.9928	0.9964
0.2972	6.0	576	0.8895	0.4991	0.8895	0.9431
0.2972	6.0208	578	0.8620	0.4991	0.8620	0.9284
0.2972	6.0417	580	0.8648	0.4991	0.8648	0.9299
0.2972	6.0625	582	0.8719	0.5188	0.8719	0.9338
0.2972	6.0833	584	0.8488	0.5188	0.8488	0.9213
0.2972	6.1042	586	0.8741	0.5188	0.8741	0.9349
0.2972	6.125	588	0.8740	0.5188	0.8740	0.9349
0.2972	6.1458	590	0.8643	0.5188	0.8643	0.9297
0.2972	6.1667	592	0.8649	0.4991	0.8649	0.9300
0.2972	6.1875	594	0.8477	0.4991	0.8477	0.9207
0.2972	6.2083	596	0.8294	0.5769	0.8294	0.9107
0.2972	6.2292	598	0.8183	0.5769	0.8183	0.9046
0.2972	6.25	600	0.7749	0.6407	0.7749	0.8803
0.2972	6.2708	602	0.7239	0.6812	0.7239	0.8508
0.2972	6.2917	604	0.7321	0.7148	0.7321	0.8556
0.2972	6.3125	606	0.8002	0.6552	0.8002	0.8946
0.2972	6.3333	608	0.8425	0.6115	0.8425	0.9179
0.2972	6.3542	610	0.8542	0.6115	0.8542	0.9242
0.2972	6.375	612	0.8067	0.6115	0.8067	0.8982
0.2972	6.3958	614	0.7570	0.6740	0.7570	0.8700
0.2972	6.4167	616	0.7698	0.6161	0.7698	0.8774
0.2972	6.4375	618	0.7995	0.6161	0.7995	0.8941
0.2972	6.4583	620	0.8470	0.4995	0.8470	0.9203
0.2972	6.4792	622	0.8893	0.4995	0.8893	0.9430
0.2972	6.5	624	0.9405	0.4991	0.9405	0.9698
0.2972	6.5208	626	0.9500	0.4991	0.9500	0.9747
0.2972	6.5417	628	0.9336	0.4991	0.9336	0.9663
0.2972	6.5625	630	0.9243	0.4991	0.9243	0.9614
0.2972	6.5833	632	0.9080	0.4991	0.9080	0.9529
0.2972	6.6042	634	0.9000	0.5556	0.9000	0.9487
0.2972	6.625	636	0.8422	0.6115	0.8422	0.9177
0.2972	6.6458	638	0.8069	0.6115	0.8069	0.8983
0.2972	6.6667	640	0.8438	0.6115	0.8438	0.9186
0.2972	6.6875	642	0.9067	0.6115	0.9067	0.9522
0.2972	6.7083	644	0.9061	0.6115	0.9061	0.9519
0.2972	6.7292	646	0.8970	0.5769	0.8970	0.9471
0.2972	6.75	648	0.9248	0.5769	0.9248	0.9617
0.2972	6.7708	650	0.9320	0.5188	0.9320	0.9654
0.2972	6.7917	652	0.9094	0.5769	0.9094	0.9536
0.2972	6.8125	654	0.8429	0.5769	0.8429	0.9181
0.2972	6.8333	656	0.7544	0.6806	0.7544	0.8686
0.2972	6.8542	658	0.7333	0.7305	0.7333	0.8563
0.2972	6.875	660	0.7721	0.6806	0.7721	0.8787
0.2972	6.8958	662	0.8574	0.5769	0.8574	0.9260
0.2972	6.9167	664	0.9150	0.4991	0.9150	0.9566
0.2972	6.9375	666	1.0344	0.4615	1.0344	1.0170
0.2972	6.9583	668	1.1155	0.4615	1.1155	1.0562
0.2972	6.9792	670	1.1260	0.4615	1.1260	1.0611
0.2972	7.0	672	1.1192	0.4615	1.1192	1.0579
0.2972	7.0208	674	1.0606	0.4615	1.0606	1.0298
0.2972	7.0417	676	0.9550	0.4991	0.9550	0.9772
0.2972	7.0625	678	0.8858	0.5769	0.8858	0.9412
0.2972	7.0833	680	0.8856	0.5769	0.8856	0.9411
0.2972	7.1042	682	0.9083	0.5573	0.9083	0.9530
0.2972	7.125	684	0.8834	0.5573	0.8834	0.9399
0.2972	7.1458	686	0.9083	0.5573	0.9083	0.9530
0.2972	7.1667	688	1.0004	0.4991	1.0004	1.0002
0.2972	7.1875	690	1.1434	0.4615	1.1434	1.0693
0.2972	7.2083	692	1.2531	0.4615	1.2531	1.1194
0.2972	7.2292	694	1.2710	0.4615	1.2710	1.1274
0.2972	7.25	696	1.2215	0.4615	1.2215	1.1052
0.2972	7.2708	698	1.1228	0.4991	1.1228	1.0596
0.2972	7.2917	700	1.0697	0.4991	1.0697	1.0343
0.2972	7.3125	702	1.0501	0.4991	1.0501	1.0247
0.2972	7.3333	704	1.0620	0.4991	1.0620	1.0305
0.2972	7.3542	706	1.0671	0.4991	1.0671	1.0330
0.2972	7.375	708	1.0666	0.4991	1.0666	1.0328
0.2972	7.3958	710	1.1109	0.4991	1.1109	1.0540
0.2972	7.4167	712	1.1469	0.4991	1.1469	1.0710
0.2972	7.4375	714	1.2249	0.4615	1.2249	1.1067
0.2972	7.4583	716	1.3033	0.4615	1.3033	1.1416
0.2972	7.4792	718	1.3220	0.4425	1.3220	1.1498
0.2972	7.5	720	1.3301	0.4615	1.3301	1.1533
0.2972	7.5208	722	1.3425	0.4615	1.3425	1.1587
0.2972	7.5417	724	1.3130	0.4615	1.3130	1.1459
0.2972	7.5625	726	1.2437	0.4615	1.2437	1.1152
0.2972	7.5833	728	1.1444	0.4991	1.1444	1.0698
0.2972	7.6042	730	1.0304	0.4995	1.0304	1.0151
0.2972	7.625	732	0.9893	0.4995	0.9893	0.9946
0.2972	7.6458	734	0.9871	0.4995	0.9871	0.9935
0.2972	7.6667	736	1.0058	0.4995	1.0058	1.0029
0.2972	7.6875	738	1.0736	0.4991	1.0736	1.0361
0.2972	7.7083	740	1.1386	0.4991	1.1386	1.0671
0.2972	7.7292	742	1.1732	0.4615	1.1732	1.0831
0.2972	7.75	744	1.1805	0.4615	1.1805	1.0865
0.2972	7.7708	746	1.1424	0.4615	1.1424	1.0689
0.2972	7.7917	748	1.0892	0.4991	1.0892	1.0436
0.2972	7.8125	750	1.0362	0.4991	1.0362	1.0179
0.2972	7.8333	752	1.0414	0.4991	1.0414	1.0205
0.2972	7.8542	754	1.0615	0.4991	1.0615	1.0303
0.2972	7.875	756	1.1009	0.4991	1.1009	1.0492
0.2972	7.8958	758	1.1258	0.4991	1.1258	1.0610
0.2972	7.9167	760	1.1622	0.4991	1.1622	1.0780
0.2972	7.9375	762	1.1851	0.4615	1.1851	1.0886
0.2972	7.9583	764	1.2242	0.4615	1.2242	1.1065
0.2972	7.9792	766	1.2563	0.4615	1.2563	1.1208
0.2972	8.0	768	1.2502	0.4615	1.2502	1.1181
0.2972	8.0208	770	1.2703	0.4615	1.2703	1.1271
0.2972	8.0417	772	1.2705	0.4615	1.2705	1.1272
0.2972	8.0625	774	1.2192	0.4615	1.2192	1.1042
0.2972	8.0833	776	1.1478	0.4615	1.1478	1.0713
0.2972	8.1042	778	1.0437	0.4615	1.0437	1.0216
0.2972	8.125	780	0.9219	0.5188	0.9219	0.9602
0.2972	8.1458	782	0.8449	0.5804	0.8449	0.9192
0.2972	8.1667	784	0.8228	0.6407	0.8228	0.9071
0.2972	8.1875	786	0.8271	0.5804	0.8271	0.9094
0.2972	8.2083	788	0.8645	0.5804	0.8645	0.9298
0.2972	8.2292	790	0.8899	0.5804	0.8899	0.9434
0.2972	8.25	792	0.9501	0.4991	0.9501	0.9747
0.2972	8.2708	794	0.9935	0.4615	0.9935	0.9967
0.2972	8.2917	796	1.0345	0.4615	1.0345	1.0171
0.2972	8.3125	798	1.0819	0.4615	1.0819	1.0402
0.2972	8.3333	800	1.0966	0.4615	1.0966	1.0472
0.2972	8.3542	802	1.1049	0.4615	1.1049	1.0512
0.2972	8.375	804	1.0897	0.4615	1.0897	1.0439
0.2972	8.3958	806	1.0786	0.4615	1.0786	1.0385
0.2972	8.4167	808	1.0570	0.4615	1.0570	1.0281
0.2972	8.4375	810	1.0313	0.4991	1.0313	1.0155
0.2972	8.4583	812	0.9792	0.4991	0.9792	0.9896
0.2972	8.4792	814	0.9214	0.4995	0.9214	0.9599
0.2972	8.5	816	0.8988	0.4995	0.8988	0.9480
0.2972	8.5208	818	0.8975	0.4995	0.8975	0.9473
0.2972	8.5417	820	0.9056	0.4995	0.9056	0.9516
0.2972	8.5625	822	0.9219	0.4995	0.9219	0.9601
0.2972	8.5833	824	0.9357	0.4991	0.9357	0.9673
0.2972	8.6042	826	0.9163	0.4995	0.9163	0.9573
0.2972	8.625	828	0.9185	0.4991	0.9185	0.9584
0.2972	8.6458	830	0.9663	0.4991	0.9663	0.9830
0.2972	8.6667	832	1.0243	0.4991	1.0243	1.0121
0.2972	8.6875	834	1.0768	0.4615	1.0768	1.0377
0.2972	8.7083	836	1.1494	0.4615	1.1494	1.0721
0.2972	8.7292	838	1.1918	0.4615	1.1918	1.0917
0.2972	8.75	840	1.2009	0.4615	1.2009	1.0958
0.2972	8.7708	842	1.1908	0.4615	1.1908	1.0912
0.2972	8.7917	844	1.1832	0.4615	1.1832	1.0877
0.2972	8.8125	846	1.1564	0.4615	1.1564	1.0754
0.2972	8.8333	848	1.1099	0.4615	1.1099	1.0535
0.2972	8.8542	850	1.0882	0.4615	1.0882	1.0432
0.2972	8.875	852	1.0633	0.4991	1.0633	1.0312
0.2972	8.8958	854	1.0434	0.4991	1.0434	1.0215
0.2972	8.9167	856	1.0444	0.4991	1.0444	1.0220
0.2972	8.9375	858	1.0524	0.4615	1.0524	1.0259
0.2972	8.9583	860	1.0767	0.4615	1.0767	1.0377
0.2972	8.9792	862	1.0948	0.4615	1.0948	1.0463
0.2972	9.0	864	1.1016	0.4615	1.1016	1.0496
0.2972	9.0208	866	1.1118	0.4615	1.1118	1.0544
0.2972	9.0417	868	1.1160	0.4615	1.1160	1.0564
0.2972	9.0625	870	1.1143	0.4615	1.1143	1.0556
0.2972	9.0833	872	1.1113	0.4615	1.1113	1.0542
0.2972	9.1042	874	1.1182	0.4615	1.1182	1.0574
0.2972	9.125	876	1.1378	0.4615	1.1378	1.0667
0.2972	9.1458	878	1.1537	0.4615	1.1537	1.0741
0.2972	9.1667	880	1.1474	0.4615	1.1474	1.0712
0.2972	9.1875	882	1.1288	0.4615	1.1288	1.0625
0.2972	9.2083	884	1.1002	0.4615	1.1002	1.0489
0.2972	9.2292	886	1.0857	0.4615	1.0857	1.0420
0.2972	9.25	888	1.0721	0.4615	1.0721	1.0354
0.2972	9.2708	890	1.0727	0.4615	1.0727	1.0357
0.2972	9.2917	892	1.0592	0.4615	1.0592	1.0292
0.2972	9.3125	894	1.0465	0.4615	1.0465	1.0230
0.2972	9.3333	896	1.0526	0.4615	1.0526	1.0259
0.2972	9.3542	898	1.0647	0.4615	1.0647	1.0319
0.2972	9.375	900	1.0747	0.4615	1.0747	1.0367
0.2972	9.3958	902	1.0674	0.4615	1.0674	1.0332
0.2972	9.4167	904	1.0530	0.4615	1.0530	1.0262
0.2972	9.4375	906	1.0514	0.4615	1.0514	1.0254
0.2972	9.4583	908	1.0474	0.4615	1.0474	1.0234
0.2972	9.4792	910	1.0328	0.4615	1.0328	1.0163
0.2972	9.5	912	1.0339	0.4615	1.0339	1.0168
0.2972	9.5208	914	1.0420	0.4615	1.0420	1.0208
0.2972	9.5417	916	1.0555	0.4615	1.0555	1.0274
0.2972	9.5625	918	1.0661	0.4615	1.0661	1.0325
0.2972	9.5833	920	1.0729	0.4615	1.0729	1.0358
0.2972	9.6042	922	1.0790	0.4615	1.0790	1.0387
0.2972	9.625	924	1.0767	0.4615	1.0767	1.0377
0.2972	9.6458	926	1.0739	0.4615	1.0739	1.0363
0.2972	9.6667	928	1.0748	0.4615	1.0748	1.0367
0.2972	9.6875	930	1.0802	0.4615	1.0802	1.0393
0.2972	9.7083	932	1.0822	0.4615	1.0822	1.0403
0.2972	9.7292	934	1.0848	0.4615	1.0848	1.0415
0.2972	9.75	936	1.0861	0.4615	1.0861	1.0422
0.2972	9.7708	938	1.0865	0.4615	1.0865	1.0424
0.2972	9.7917	940	1.0861	0.4615	1.0861	1.0422
0.2972	9.8125	942	1.0868	0.4615	1.0868	1.0425
0.2972	9.8333	944	1.0911	0.4615	1.0911	1.0445
0.2972	9.8542	946	1.0948	0.4615	1.0948	1.0463
0.2972	9.875	948	1.0960	0.4615	1.0960	1.0469
0.2972	9.8958	950	1.0956	0.4615	1.0956	1.0467
0.2972	9.9167	952	1.0966	0.4615	1.0966	1.0472
0.2972	9.9375	954	1.0989	0.4615	1.0989	1.0483
0.2972	9.9583	956	1.0994	0.4615	1.0994	1.0485
0.2972	9.9792	958	1.0990	0.4615	1.0990	1.0484
0.2972	10.0	960	1.0989	0.4615	1.0989	1.0483

Framework versions

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