ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k17_task1_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: 0.7868
• Qwk: 0.6430
• Mse: 0.7868
• Rmse: 0.8870

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	0.0190	2	5.4537	-0.0417	5.4537	2.3353
No log	0.0381	4	3.6815	0.0148	3.6815	1.9187
No log	0.0571	6	2.8673	-0.0883	2.8673	1.6933
No log	0.0762	8	2.5990	-0.0522	2.5990	1.6121
No log	0.0952	10	2.1476	0.0442	2.1476	1.4655
No log	0.1143	12	1.4157	0.1727	1.4157	1.1898
No log	0.1333	14	1.2980	0.2047	1.2980	1.1393
No log	0.1524	16	1.5883	0.1583	1.5883	1.2603
No log	0.1714	18	2.1800	0.1823	2.1800	1.4765
No log	0.1905	20	2.2640	0.1843	2.2640	1.5046
No log	0.2095	22	1.7685	0.2607	1.7685	1.3299
No log	0.2286	24	1.2301	0.3181	1.2301	1.1091
No log	0.2476	26	1.0628	0.4030	1.0628	1.0309
No log	0.2667	28	1.0477	0.4008	1.0477	1.0236
No log	0.2857	30	1.1362	0.2926	1.1362	1.0659
No log	0.3048	32	1.3775	0.1798	1.3775	1.1737
No log	0.3238	34	1.7748	0.2041	1.7748	1.3322
No log	0.3429	36	2.0691	0.2126	2.0691	1.4384
No log	0.3619	38	2.4572	0.2076	2.4572	1.5675
No log	0.3810	40	2.3871	0.2258	2.3871	1.5450
No log	0.4	42	1.7581	0.2312	1.7581	1.3259
No log	0.4190	44	1.1639	0.3735	1.1639	1.0788
No log	0.4381	46	0.9841	0.4406	0.9841	0.9920
No log	0.4571	48	0.9975	0.4439	0.9975	0.9988
No log	0.4762	50	1.1342	0.3850	1.1342	1.0650
No log	0.4952	52	1.4720	0.2949	1.4720	1.2133
No log	0.5143	54	2.0817	0.1956	2.0817	1.4428
No log	0.5333	56	2.7534	0.2142	2.7534	1.6593
No log	0.5524	58	2.7922	0.2237	2.7922	1.6710
No log	0.5714	60	2.4893	0.1822	2.4893	1.5777
No log	0.5905	62	2.1963	0.1491	2.1963	1.4820
No log	0.6095	64	1.9489	0.1803	1.9489	1.3960
No log	0.6286	66	1.7013	0.2304	1.7013	1.3043
No log	0.6476	68	1.5405	0.2690	1.5405	1.2412
No log	0.6667	70	1.4412	0.3151	1.4412	1.2005
No log	0.6857	72	1.4022	0.2871	1.4022	1.1841
No log	0.7048	74	1.3585	0.3100	1.3585	1.1655
No log	0.7238	76	1.3138	0.3439	1.3138	1.1462
No log	0.7429	78	1.2020	0.3905	1.2020	1.0964
No log	0.7619	80	1.2047	0.4058	1.2047	1.0976
No log	0.7810	82	1.3120	0.4103	1.3120	1.1454
No log	0.8	84	1.4448	0.3210	1.4448	1.2020
No log	0.8190	86	1.2798	0.3916	1.2798	1.1313
No log	0.8381	88	1.1464	0.3844	1.1464	1.0707
No log	0.8571	90	1.1085	0.4110	1.1085	1.0528
No log	0.8762	92	1.0401	0.3971	1.0401	1.0199
No log	0.8952	94	1.0257	0.4366	1.0257	1.0128
No log	0.9143	96	1.0364	0.4408	1.0364	1.0181
No log	0.9333	98	1.0355	0.4249	1.0355	1.0176
No log	0.9524	100	0.9975	0.4580	0.9975	0.9988
No log	0.9714	102	1.0193	0.4438	1.0193	1.0096
No log	0.9905	104	1.1603	0.4420	1.1603	1.0772
No log	1.0095	106	1.4598	0.3437	1.4598	1.2082
No log	1.0286	108	1.3470	0.4354	1.3470	1.1606
No log	1.0476	110	1.1158	0.4453	1.1158	1.0563
No log	1.0667	112	0.9457	0.5210	0.9457	0.9725
No log	1.0857	114	0.8179	0.6127	0.8179	0.9044
No log	1.1048	116	0.7752	0.6092	0.7752	0.8805
No log	1.1238	118	0.7898	0.6403	0.7898	0.8887
No log	1.1429	120	0.7923	0.6310	0.7923	0.8901
No log	1.1619	122	0.7718	0.6663	0.7718	0.8785
No log	1.1810	124	0.9060	0.5656	0.9060	0.9518
No log	1.2	126	1.2515	0.4950	1.2515	1.1187
No log	1.2190	128	1.4343	0.4416	1.4343	1.1976
No log	1.2381	130	1.4366	0.4063	1.4366	1.1986
No log	1.2571	132	1.2944	0.4693	1.2944	1.1377
No log	1.2762	134	1.1138	0.5259	1.1138	1.0554
No log	1.2952	136	1.0993	0.5203	1.0993	1.0485
No log	1.3143	138	1.2534	0.4889	1.2534	1.1196
No log	1.3333	140	1.3565	0.4206	1.3565	1.1647
No log	1.3524	142	1.4193	0.3950	1.4193	1.1913
No log	1.3714	144	1.5219	0.3534	1.5219	1.2337
No log	1.3905	146	1.3799	0.3891	1.3799	1.1747
No log	1.4095	148	1.3189	0.4076	1.3189	1.1484
No log	1.4286	150	1.1549	0.4365	1.1549	1.0747
No log	1.4476	152	1.1143	0.4132	1.1143	1.0556
No log	1.4667	154	1.0763	0.4506	1.0763	1.0374
No log	1.4857	156	1.1057	0.4227	1.1057	1.0515
No log	1.5048	158	0.9718	0.5148	0.9718	0.9858
No log	1.5238	160	0.9017	0.4909	0.9017	0.9496
No log	1.5429	162	0.8943	0.5228	0.8943	0.9456
No log	1.5619	164	0.8866	0.5181	0.8866	0.9416
No log	1.5810	166	0.8610	0.5624	0.8610	0.9279
No log	1.6	168	0.8418	0.5831	0.8418	0.9175
No log	1.6190	170	0.8580	0.5973	0.8580	0.9263
No log	1.6381	172	0.9112	0.5686	0.9112	0.9545
No log	1.6571	174	0.9306	0.5548	0.9306	0.9647
No log	1.6762	176	0.9072	0.5574	0.9072	0.9524
No log	1.6952	178	0.9137	0.5891	0.9137	0.9559
No log	1.7143	180	0.8707	0.6119	0.8707	0.9331
No log	1.7333	182	0.8744	0.6087	0.8744	0.9351
No log	1.7524	184	0.9230	0.5886	0.9230	0.9607
No log	1.7714	186	0.9546	0.5662	0.9546	0.9770
No log	1.7905	188	0.9978	0.5727	0.9978	0.9989
No log	1.8095	190	0.9951	0.5882	0.9951	0.9975
No log	1.8286	192	0.9681	0.5724	0.9681	0.9839
No log	1.8476	194	0.9499	0.5683	0.9499	0.9746
No log	1.8667	196	0.8192	0.6079	0.8192	0.9051
No log	1.8857	198	0.8111	0.6080	0.8111	0.9006
No log	1.9048	200	0.8052	0.6283	0.8052	0.8974
No log	1.9238	202	0.7790	0.6430	0.7790	0.8826
No log	1.9429	204	0.7771	0.6557	0.7771	0.8815
No log	1.9619	206	0.7893	0.6331	0.7893	0.8884
No log	1.9810	208	0.8441	0.6003	0.8441	0.9187
No log	2.0	210	0.8945	0.5602	0.8945	0.9458
No log	2.0190	212	0.9091	0.5602	0.9091	0.9535
No log	2.0381	214	0.9132	0.6164	0.9132	0.9556
No log	2.0571	216	1.0799	0.4703	1.0799	1.0392
No log	2.0762	218	1.2237	0.4307	1.2237	1.1062
No log	2.0952	220	1.0580	0.5476	1.0580	1.0286
No log	2.1143	222	0.8198	0.5579	0.8198	0.9054
No log	2.1333	224	0.7340	0.6846	0.7340	0.8568
No log	2.1524	226	0.7997	0.6495	0.7997	0.8942
No log	2.1714	228	0.8571	0.6207	0.8571	0.9258
No log	2.1905	230	0.8830	0.6052	0.8830	0.9397
No log	2.2095	232	0.9160	0.6039	0.9160	0.9571
No log	2.2286	234	0.8744	0.6286	0.8744	0.9351
No log	2.2476	236	0.8352	0.6556	0.8352	0.9139
No log	2.2667	238	0.8192	0.6577	0.8192	0.9051
No log	2.2857	240	0.8113	0.6677	0.8113	0.9007
No log	2.3048	242	0.8168	0.6586	0.8168	0.9037
No log	2.3238	244	0.8278	0.6591	0.8278	0.9098
No log	2.3429	246	0.8240	0.6479	0.8240	0.9077
No log	2.3619	248	0.7901	0.6402	0.7901	0.8889
No log	2.3810	250	0.7729	0.6405	0.7729	0.8792
No log	2.4	252	0.7654	0.6554	0.7654	0.8749
No log	2.4190	254	0.7624	0.6593	0.7624	0.8731
No log	2.4381	256	0.7428	0.6591	0.7428	0.8619
No log	2.4571	258	0.7294	0.6448	0.7294	0.8541
No log	2.4762	260	0.7366	0.6313	0.7366	0.8583
No log	2.4952	262	0.7517	0.6129	0.7517	0.8670
No log	2.5143	264	0.7356	0.6359	0.7356	0.8577
No log	2.5333	266	0.7162	0.6768	0.7162	0.8463
No log	2.5524	268	0.7385	0.6907	0.7385	0.8593
No log	2.5714	270	0.7751	0.6581	0.7751	0.8804
No log	2.5905	272	0.8062	0.6163	0.8062	0.8979
No log	2.6095	274	0.7959	0.6305	0.7959	0.8921
No log	2.6286	276	0.7862	0.6498	0.7862	0.8867
No log	2.6476	278	0.7593	0.6799	0.7593	0.8714
No log	2.6667	280	0.7476	0.6638	0.7476	0.8646
No log	2.6857	282	0.7403	0.6699	0.7403	0.8604
No log	2.7048	284	0.7483	0.6658	0.7483	0.8650
No log	2.7238	286	0.7515	0.6668	0.7515	0.8669
No log	2.7429	288	0.7534	0.6408	0.7534	0.8680
No log	2.7619	290	0.7914	0.6322	0.7914	0.8896
No log	2.7810	292	0.9015	0.5803	0.9015	0.9495
No log	2.8	294	0.9385	0.5638	0.9385	0.9688
No log	2.8190	296	0.8799	0.5489	0.8799	0.9380
No log	2.8381	298	0.8192	0.6336	0.8192	0.9051
No log	2.8571	300	0.8059	0.6250	0.8059	0.8977
No log	2.8762	302	0.7797	0.6406	0.7797	0.8830
No log	2.8952	304	0.7662	0.6676	0.7662	0.8753
No log	2.9143	306	0.7530	0.6673	0.7530	0.8678
No log	2.9333	308	0.7402	0.6676	0.7402	0.8604
No log	2.9524	310	0.7407	0.6287	0.7407	0.8607
No log	2.9714	312	0.7443	0.6196	0.7443	0.8627
No log	2.9905	314	0.7401	0.6652	0.7401	0.8603
No log	3.0095	316	0.7278	0.6642	0.7278	0.8531
No log	3.0286	318	0.7134	0.6462	0.7134	0.8446
No log	3.0476	320	0.7384	0.6545	0.7384	0.8593
No log	3.0667	322	0.7328	0.6721	0.7328	0.8560
No log	3.0857	324	0.7132	0.6630	0.7132	0.8445
No log	3.1048	326	0.7016	0.6568	0.7016	0.8376
No log	3.1238	328	0.7248	0.6663	0.7248	0.8513
No log	3.1429	330	0.7524	0.6916	0.7524	0.8674
No log	3.1619	332	0.7380	0.7017	0.7380	0.8591
No log	3.1810	334	0.7448	0.6674	0.7448	0.8630
No log	3.2	336	0.7234	0.6966	0.7234	0.8505
No log	3.2190	338	0.7323	0.7146	0.7323	0.8558
No log	3.2381	340	0.7562	0.6656	0.7562	0.8696
No log	3.2571	342	0.7558	0.6421	0.7558	0.8694
No log	3.2762	344	0.7552	0.6521	0.7552	0.8690
No log	3.2952	346	0.7514	0.6668	0.7514	0.8668
No log	3.3143	348	0.7464	0.6529	0.7464	0.8639
No log	3.3333	350	0.7364	0.6609	0.7364	0.8582
No log	3.3524	352	0.7321	0.6439	0.7321	0.8556
No log	3.3714	354	0.7399	0.6022	0.7399	0.8602
No log	3.3905	356	0.7285	0.6099	0.7285	0.8535
No log	3.4095	358	0.7091	0.6439	0.7091	0.8421
No log	3.4286	360	0.7192	0.6817	0.7192	0.8481
No log	3.4476	362	0.7706	0.6269	0.7706	0.8779
No log	3.4667	364	0.7999	0.6329	0.7999	0.8944
No log	3.4857	366	0.7750	0.6508	0.7750	0.8803
No log	3.5048	368	0.7135	0.6479	0.7135	0.8447
No log	3.5238	370	0.6992	0.6819	0.6992	0.8362
No log	3.5429	372	0.6843	0.6663	0.6843	0.8272
No log	3.5619	374	0.6847	0.6786	0.6847	0.8275
No log	3.5810	376	0.7021	0.6663	0.7021	0.8379
No log	3.6	378	0.7650	0.6469	0.7650	0.8746
No log	3.6190	380	0.9114	0.5698	0.9114	0.9547
No log	3.6381	382	0.9846	0.5446	0.9846	0.9923
No log	3.6571	384	0.9502	0.5600	0.9502	0.9748
No log	3.6762	386	0.8196	0.6337	0.8196	0.9053
No log	3.6952	388	0.7566	0.6651	0.7566	0.8698
No log	3.7143	390	0.7209	0.6545	0.7209	0.8491
No log	3.7333	392	0.7323	0.6461	0.7323	0.8557
No log	3.7524	394	0.7535	0.6266	0.7535	0.8681
No log	3.7714	396	0.7495	0.6336	0.7495	0.8657
No log	3.7905	398	0.7575	0.6716	0.7575	0.8703
No log	3.8095	400	0.8111	0.6438	0.8111	0.9006
No log	3.8286	402	0.8389	0.6296	0.8389	0.9159
No log	3.8476	404	0.8351	0.6341	0.8351	0.9138
No log	3.8667	406	0.8107	0.6591	0.8107	0.9004
No log	3.8857	408	0.7819	0.6584	0.7819	0.8842
No log	3.9048	410	0.7620	0.6576	0.7620	0.8729
No log	3.9238	412	0.7680	0.6445	0.7680	0.8763
No log	3.9429	414	0.7619	0.6321	0.7619	0.8729
No log	3.9619	416	0.7637	0.6393	0.7637	0.8739
No log	3.9810	418	0.8049	0.6412	0.8049	0.8971
No log	4.0	420	0.8827	0.6151	0.8827	0.9395
No log	4.0190	422	0.8827	0.6300	0.8827	0.9395
No log	4.0381	424	0.8496	0.6369	0.8496	0.9217
No log	4.0571	426	0.8032	0.6541	0.8032	0.8962
No log	4.0762	428	0.7501	0.6578	0.7501	0.8661
No log	4.0952	430	0.7310	0.6634	0.7310	0.8550
No log	4.1143	432	0.7387	0.6588	0.7387	0.8595
No log	4.1333	434	0.7716	0.6706	0.7716	0.8784
No log	4.1524	436	0.7864	0.6617	0.7864	0.8868
No log	4.1714	438	0.7781	0.6776	0.7781	0.8821
No log	4.1905	440	0.7931	0.6507	0.7931	0.8906
No log	4.2095	442	0.8065	0.6384	0.8065	0.8981
No log	4.2286	444	0.8746	0.6217	0.8746	0.9352
No log	4.2476	446	0.9623	0.5991	0.9623	0.9810
No log	4.2667	448	0.9681	0.5774	0.9681	0.9839
No log	4.2857	450	0.8526	0.6217	0.8526	0.9233
No log	4.3048	452	0.7643	0.6596	0.7643	0.8742
No log	4.3238	454	0.7242	0.6712	0.7242	0.8510
No log	4.3429	456	0.7434	0.6575	0.7434	0.8622
No log	4.3619	458	0.7495	0.6788	0.7495	0.8658
No log	4.3810	460	0.7492	0.6836	0.7492	0.8655
No log	4.4	462	0.7517	0.6671	0.7517	0.8670
No log	4.4190	464	0.7720	0.6603	0.7720	0.8787
No log	4.4381	466	0.7662	0.6781	0.7662	0.8753
No log	4.4571	468	0.8115	0.6204	0.8115	0.9008
No log	4.4762	470	0.9000	0.6073	0.9000	0.9487
No log	4.4952	472	0.9535	0.5849	0.9535	0.9765
No log	4.5143	474	0.9768	0.5849	0.9768	0.9883
No log	4.5333	476	0.9419	0.5880	0.9419	0.9705
No log	4.5524	478	0.8776	0.6240	0.8776	0.9368
No log	4.5714	480	0.8411	0.6286	0.8411	0.9171
No log	4.5905	482	0.8189	0.6248	0.8189	0.9049
No log	4.6095	484	0.7970	0.6103	0.7970	0.8928
No log	4.6286	486	0.7636	0.6453	0.7636	0.8738
No log	4.6476	488	0.7551	0.6723	0.7551	0.8690
No log	4.6667	490	0.7570	0.6668	0.7570	0.8701
No log	4.6857	492	0.7661	0.6415	0.7661	0.8752
No log	4.7048	494	0.7723	0.6369	0.7723	0.8788
No log	4.7238	496	0.7650	0.6472	0.7650	0.8747
No log	4.7429	498	0.7634	0.6342	0.7634	0.8737
0.4564	4.7619	500	0.7651	0.6342	0.7651	0.8747
0.4564	4.7810	502	0.7690	0.6356	0.7690	0.8769
0.4564	4.8	504	0.7779	0.6348	0.7779	0.8820
0.4564	4.8190	506	0.7726	0.6272	0.7726	0.8790
0.4564	4.8381	508	0.7672	0.6197	0.7672	0.8759
0.4564	4.8571	510	0.7626	0.6527	0.7626	0.8733
0.4564	4.8762	512	0.7604	0.6459	0.7604	0.8720
0.4564	4.8952	514	0.7567	0.6459	0.7567	0.8699
0.4564	4.9143	516	0.7556	0.6432	0.7556	0.8692
0.4564	4.9333	518	0.7851	0.6679	0.7851	0.8861
0.4564	4.9524	520	0.8483	0.6187	0.8483	0.9211
0.4564	4.9714	522	0.8935	0.6029	0.8935	0.9452
0.4564	4.9905	524	0.8875	0.6274	0.8875	0.9421
0.4564	5.0095	526	0.8555	0.6363	0.8555	0.9249
0.4564	5.0286	528	0.8502	0.6279	0.8502	0.9221
0.4564	5.0476	530	0.8686	0.6245	0.8686	0.9320
0.4564	5.0667	532	0.9065	0.6113	0.9065	0.9521
0.4564	5.0857	534	0.9367	0.5935	0.9367	0.9679
0.4564	5.1048	536	0.9541	0.5937	0.9541	0.9768
0.4564	5.1238	538	0.9665	0.5969	0.9665	0.9831
0.4564	5.1429	540	0.9417	0.6062	0.9417	0.9704
0.4564	5.1619	542	0.8842	0.6271	0.8842	0.9403
0.4564	5.1810	544	0.8729	0.6363	0.8729	0.9343
0.4564	5.2	546	0.8572	0.6392	0.8572	0.9258
0.4564	5.2190	548	0.8730	0.6456	0.8730	0.9343
0.4564	5.2381	550	0.8691	0.6456	0.8691	0.9323
0.4564	5.2571	552	0.8420	0.6357	0.8420	0.9176
0.4564	5.2762	554	0.8192	0.6365	0.8192	0.9051
0.4564	5.2952	556	0.7963	0.6314	0.7963	0.8924
0.4564	5.3143	558	0.7868	0.6373	0.7868	0.8870
0.4564	5.3333	560	0.8067	0.6394	0.8067	0.8982
0.4564	5.3524	562	0.8193	0.6220	0.8193	0.9052
0.4564	5.3714	564	0.8098	0.6234	0.8098	0.8999
0.4564	5.3905	566	0.8440	0.6334	0.8440	0.9187
0.4564	5.4095	568	0.8392	0.6421	0.8392	0.9161
0.4564	5.4286	570	0.8233	0.6218	0.8233	0.9074
0.4564	5.4476	572	0.8154	0.6195	0.8154	0.9030
0.4564	5.4667	574	0.8318	0.6329	0.8318	0.9120
0.4564	5.4857	576	0.8438	0.6379	0.8438	0.9186
0.4564	5.5048	578	0.8309	0.6322	0.8309	0.9116
0.4564	5.5238	580	0.8109	0.6248	0.8109	0.9005
0.4564	5.5429	582	0.7921	0.6286	0.7921	0.8900
0.4564	5.5619	584	0.7858	0.6316	0.7858	0.8864
0.4564	5.5810	586	0.7981	0.6293	0.7981	0.8934
0.4564	5.6	588	0.8134	0.6372	0.8134	0.9019
0.4564	5.6190	590	0.8634	0.6225	0.8634	0.9292
0.4564	5.6381	592	0.8948	0.6233	0.8948	0.9459
0.4564	5.6571	594	0.9072	0.6258	0.9072	0.9524
0.4564	5.6762	596	0.8837	0.6403	0.8837	0.9400
0.4564	5.6952	598	0.8735	0.6341	0.8735	0.9346
0.4564	5.7143	600	0.8358	0.6446	0.8358	0.9142
0.4564	5.7333	602	0.8220	0.6647	0.8220	0.9066
0.4564	5.7524	604	0.8341	0.6461	0.8341	0.9133
0.4564	5.7714	606	0.8856	0.6452	0.8856	0.9411
0.4564	5.7905	608	0.9747	0.6119	0.9747	0.9873
0.4564	5.8095	610	1.0074	0.5791	1.0074	1.0037
0.4564	5.8286	612	0.9701	0.6189	0.9701	0.9849
0.4564	5.8476	614	0.9101	0.6513	0.9101	0.9540
0.4564	5.8667	616	0.8471	0.6391	0.8471	0.9204
0.4564	5.8857	618	0.7953	0.6425	0.7953	0.8918
0.4564	5.9048	620	0.7611	0.6445	0.7611	0.8724
0.4564	5.9238	622	0.7568	0.6276	0.7568	0.8699
0.4564	5.9429	624	0.7572	0.6499	0.7572	0.8702
0.4564	5.9619	626	0.7662	0.6445	0.7662	0.8753
0.4564	5.9810	628	0.8092	0.6511	0.8092	0.8996
0.4564	6.0	630	0.8830	0.6107	0.8830	0.9397
0.4564	6.0190	632	0.9455	0.6297	0.9455	0.9724
0.4564	6.0381	634	0.9555	0.6304	0.9555	0.9775
0.4564	6.0571	636	0.9503	0.6257	0.9503	0.9749
0.4564	6.0762	638	0.9232	0.6129	0.9232	0.9608
0.4564	6.0952	640	0.9185	0.5966	0.9185	0.9584
0.4564	6.1143	642	0.9183	0.5966	0.9183	0.9583
0.4564	6.1333	644	0.9143	0.5966	0.9143	0.9562
0.4564	6.1524	646	0.8815	0.6107	0.8815	0.9389
0.4564	6.1714	648	0.8265	0.6555	0.8265	0.9091
0.4564	6.1905	650	0.8032	0.6578	0.8032	0.8962
0.4564	6.2095	652	0.7992	0.6578	0.7992	0.8940
0.4564	6.2286	654	0.7839	0.6514	0.7839	0.8854
0.4564	6.2476	656	0.7827	0.6417	0.7827	0.8847
0.4564	6.2667	658	0.7854	0.6474	0.7854	0.8862
0.4564	6.2857	660	0.7865	0.6436	0.7865	0.8868
0.4564	6.3048	662	0.7759	0.6510	0.7759	0.8809
0.4564	6.3238	664	0.7802	0.6490	0.7802	0.8833
0.4564	6.3429	666	0.8008	0.6495	0.8008	0.8949
0.4564	6.3619	668	0.8138	0.6436	0.8138	0.9021
0.4564	6.3810	670	0.8413	0.6378	0.8413	0.9172
0.4564	6.4	672	0.8757	0.6500	0.8757	0.9358
0.4564	6.4190	674	0.8737	0.6449	0.8737	0.9347
0.4564	6.4381	676	0.8610	0.6449	0.8610	0.9279
0.4564	6.4571	678	0.8265	0.6459	0.8265	0.9091
0.4564	6.4762	680	0.7988	0.6587	0.7988	0.8937
0.4564	6.4952	682	0.7808	0.6604	0.7808	0.8836
0.4564	6.5143	684	0.7669	0.6701	0.7669	0.8757
0.4564	6.5333	686	0.7564	0.6661	0.7564	0.8697
0.4564	6.5524	688	0.7635	0.6368	0.7635	0.8738
0.4564	6.5714	690	0.7792	0.6360	0.7792	0.8827
0.4564	6.5905	692	0.8071	0.6400	0.8071	0.8984
0.4564	6.6095	694	0.8386	0.6312	0.8386	0.9157
0.4564	6.6286	696	0.8409	0.6185	0.8409	0.9170
0.4564	6.6476	698	0.8325	0.6277	0.8325	0.9124
0.4564	6.6667	700	0.8116	0.6378	0.8116	0.9009
0.4564	6.6857	702	0.7716	0.6571	0.7716	0.8784
0.4564	6.7048	704	0.7606	0.6485	0.7606	0.8721
0.4564	6.7238	706	0.7598	0.6485	0.7598	0.8717
0.4564	6.7429	708	0.7578	0.6567	0.7578	0.8705
0.4564	6.7619	710	0.7597	0.6567	0.7597	0.8716
0.4564	6.7810	712	0.7514	0.6530	0.7514	0.8668
0.4564	6.8	714	0.7533	0.6521	0.7533	0.8679
0.4564	6.8190	716	0.7624	0.6366	0.7624	0.8731
0.4564	6.8381	718	0.7777	0.6358	0.7777	0.8819
0.4564	6.8571	720	0.7966	0.6406	0.7966	0.8925
0.4564	6.8762	722	0.8045	0.6307	0.8045	0.8969
0.4564	6.8952	724	0.8054	0.6451	0.8054	0.8975
0.4564	6.9143	726	0.8002	0.6451	0.8002	0.8946
0.4564	6.9333	728	0.7856	0.6415	0.7856	0.8864
0.4564	6.9524	730	0.7770	0.6314	0.7770	0.8815
0.4564	6.9714	732	0.7691	0.6461	0.7691	0.8770
0.4564	6.9905	734	0.7650	0.6454	0.7650	0.8746
0.4564	7.0095	736	0.7596	0.6497	0.7596	0.8716
0.4564	7.0286	738	0.7613	0.6461	0.7613	0.8725
0.4564	7.0476	740	0.7640	0.6461	0.7640	0.8741
0.4564	7.0667	742	0.7779	0.6262	0.7779	0.8820
0.4564	7.0857	744	0.7801	0.6262	0.7801	0.8832
0.4564	7.1048	746	0.7766	0.6262	0.7766	0.8813
0.4564	7.1238	748	0.7635	0.6462	0.7635	0.8738
0.4564	7.1429	750	0.7531	0.6469	0.7531	0.8678
0.4564	7.1619	752	0.7442	0.6646	0.7442	0.8627
0.4564	7.1810	754	0.7442	0.6601	0.7442	0.8627
0.4564	7.2	756	0.7476	0.6601	0.7476	0.8646
0.4564	7.2190	758	0.7542	0.6567	0.7542	0.8685
0.4564	7.2381	760	0.7761	0.6415	0.7761	0.8810
0.4564	7.2571	762	0.8086	0.6378	0.8086	0.8992
0.4564	7.2762	764	0.8507	0.6378	0.8507	0.9223
0.4564	7.2952	766	0.8710	0.6355	0.8710	0.9333
0.4564	7.3143	768	0.8739	0.6355	0.8739	0.9348
0.4564	7.3333	770	0.8616	0.6378	0.8616	0.9282
0.4564	7.3524	772	0.8414	0.6313	0.8414	0.9173
0.4564	7.3714	774	0.8197	0.6328	0.8197	0.9053
0.4564	7.3905	776	0.7893	0.6415	0.7893	0.8884
0.4564	7.4095	778	0.7538	0.6567	0.7538	0.8682
0.4564	7.4286	780	0.7339	0.6546	0.7339	0.8567
0.4564	7.4476	782	0.7305	0.6501	0.7305	0.8547
0.4564	7.4667	784	0.7279	0.6518	0.7279	0.8532
0.4564	7.4857	786	0.7338	0.6501	0.7338	0.8566
0.4564	7.5048	788	0.7464	0.6469	0.7464	0.8639
0.4564	7.5238	790	0.7618	0.6321	0.7618	0.8728
0.4564	7.5429	792	0.7958	0.6451	0.7958	0.8921
0.4564	7.5619	794	0.8195	0.6515	0.8195	0.9053
0.4564	7.5810	796	0.8259	0.6479	0.8259	0.9088
0.4564	7.6	798	0.8379	0.6371	0.8379	0.9154
0.4564	7.6190	800	0.8497	0.6215	0.8497	0.9218
0.4564	7.6381	802	0.8608	0.6221	0.8608	0.9278
0.4564	7.6571	804	0.8536	0.6215	0.8536	0.9239
0.4564	7.6762	806	0.8475	0.6341	0.8475	0.9206
0.4564	7.6952	808	0.8438	0.6487	0.8438	0.9186
0.4564	7.7143	810	0.8349	0.6523	0.8349	0.9137
0.4564	7.7333	812	0.8095	0.6459	0.8095	0.8997
0.4564	7.7524	814	0.7969	0.6459	0.7969	0.8927
0.4564	7.7714	816	0.7819	0.6459	0.7819	0.8843
0.4564	7.7905	818	0.7696	0.6438	0.7696	0.8773
0.4564	7.8095	820	0.7585	0.6474	0.7585	0.8709
0.4564	7.8286	822	0.7486	0.6632	0.7486	0.8652
0.4564	7.8476	824	0.7394	0.6529	0.7394	0.8599
0.4564	7.8667	826	0.7333	0.6668	0.7333	0.8563
0.4564	7.8857	828	0.7327	0.6668	0.7327	0.8560
0.4564	7.9048	830	0.7350	0.6631	0.7350	0.8573
0.4564	7.9238	832	0.7449	0.6706	0.7449	0.8631
0.4564	7.9429	834	0.7612	0.6558	0.7612	0.8725
0.4564	7.9619	836	0.7798	0.6438	0.7798	0.8830
0.4564	7.9810	838	0.7965	0.6438	0.7965	0.8924
0.4564	8.0	840	0.8218	0.6566	0.8218	0.9065
0.4564	8.0190	842	0.8450	0.6507	0.8450	0.9192
0.4564	8.0381	844	0.8697	0.6392	0.8697	0.9326
0.4564	8.0571	846	0.8925	0.6151	0.8925	0.9447
0.4564	8.0762	848	0.9105	0.6094	0.9105	0.9542
0.4564	8.0952	850	0.9295	0.6094	0.9295	0.9641
0.4564	8.1143	852	0.9513	0.5673	0.9513	0.9753
0.4564	8.1333	854	0.9614	0.5717	0.9614	0.9805
0.4564	8.1524	856	0.9640	0.5717	0.9640	0.9818
0.4564	8.1714	858	0.9614	0.5871	0.9614	0.9805
0.4564	8.1905	860	0.9539	0.5795	0.9539	0.9767
0.4564	8.2095	862	0.9431	0.5896	0.9431	0.9711
0.4564	8.2286	864	0.9323	0.5911	0.9323	0.9656
0.4564	8.2476	866	0.9202	0.5923	0.9202	0.9593
0.4564	8.2667	868	0.9014	0.6017	0.9014	0.9494
0.4564	8.2857	870	0.8758	0.6113	0.8758	0.9359
0.4564	8.3048	872	0.8485	0.6126	0.8485	0.9211
0.4564	8.3238	874	0.8271	0.6378	0.8271	0.9095
0.4564	8.3429	876	0.8232	0.6341	0.8232	0.9073
0.4564	8.3619	878	0.8331	0.6237	0.8331	0.9127
0.4564	8.3810	880	0.8494	0.6089	0.8494	0.9216
0.4564	8.4	882	0.8694	0.6113	0.8694	0.9324
0.4564	8.4190	884	0.8981	0.6118	0.8981	0.9477
0.4564	8.4381	886	0.9193	0.6159	0.9193	0.9588
0.4564	8.4571	888	0.9243	0.6159	0.9243	0.9614
0.4564	8.4762	890	0.9318	0.6140	0.9318	0.9653
0.4564	8.4952	892	0.9269	0.6140	0.9269	0.9628
0.4564	8.5143	894	0.9173	0.6154	0.9173	0.9577
0.4564	8.5333	896	0.9082	0.6249	0.9082	0.9530
0.4564	8.5524	898	0.9122	0.6249	0.9122	0.9551
0.4564	8.5714	900	0.9188	0.6249	0.9188	0.9585
0.4564	8.5905	902	0.9150	0.6249	0.9150	0.9565
0.4564	8.6095	904	0.9109	0.6181	0.9109	0.9544
0.4564	8.6286	906	0.9005	0.6113	0.9005	0.9490
0.4564	8.6476	908	0.8801	0.6113	0.8801	0.9381
0.4564	8.6667	910	0.8601	0.6121	0.8601	0.9274
0.4564	8.6857	912	0.8324	0.6500	0.8324	0.9123
0.4564	8.7048	914	0.8049	0.6350	0.8049	0.8971
0.4564	8.7238	916	0.7841	0.6446	0.7841	0.8855
0.4564	8.7429	918	0.7687	0.6446	0.7687	0.8768
0.4564	8.7619	920	0.7569	0.6555	0.7569	0.8700
0.4564	8.7810	922	0.7495	0.6601	0.7495	0.8658
0.4564	8.8	924	0.7448	0.6563	0.7448	0.8630
0.4564	8.8190	926	0.7472	0.6563	0.7472	0.8644
0.4564	8.8381	928	0.7534	0.6629	0.7534	0.8680
0.4564	8.8571	930	0.7647	0.6469	0.7647	0.8745
0.4564	8.8762	932	0.7834	0.6438	0.7834	0.8851
0.4564	8.8952	934	0.8034	0.6430	0.8034	0.8963
0.4564	8.9143	936	0.8238	0.6495	0.8238	0.9077
0.4564	8.9333	938	0.8351	0.6400	0.8351	0.9139
0.4564	8.9524	940	0.8350	0.6400	0.8350	0.9138
0.4564	8.9714	942	0.8291	0.6400	0.8291	0.9106
0.4564	8.9905	944	0.8229	0.6495	0.8229	0.9071
0.4564	9.0095	946	0.8164	0.6495	0.8164	0.9036
0.4564	9.0286	948	0.8110	0.6495	0.8110	0.9006
0.4564	9.0476	950	0.8095	0.6495	0.8095	0.8997
0.4564	9.0667	952	0.8062	0.6538	0.8062	0.8979
0.4564	9.0857	954	0.8004	0.6438	0.8004	0.8947
0.4564	9.1048	956	0.7984	0.6438	0.7984	0.8935
0.4564	9.1238	958	0.7994	0.6438	0.7994	0.8941
0.4564	9.1429	960	0.8023	0.6474	0.8023	0.8957
0.4564	9.1619	962	0.8041	0.6474	0.8041	0.8967
0.4564	9.1810	964	0.8064	0.6538	0.8064	0.8980
0.4564	9.2	966	0.8073	0.6495	0.8073	0.8985
0.4564	9.2190	968	0.8090	0.6495	0.8090	0.8995
0.4564	9.2381	970	0.8117	0.6495	0.8117	0.9009
0.4564	9.2571	972	0.8105	0.6495	0.8105	0.9003
0.4564	9.2762	974	0.8066	0.6495	0.8066	0.8981
0.4564	9.2952	976	0.8000	0.6430	0.8000	0.8944
0.4564	9.3143	978	0.7956	0.6430	0.7956	0.8920
0.4564	9.3333	980	0.7949	0.6430	0.7949	0.8916
0.4564	9.3524	982	0.7963	0.6430	0.7963	0.8923
0.4564	9.3714	984	0.7963	0.6430	0.7963	0.8924
0.4564	9.3905	986	0.7956	0.6430	0.7956	0.8919
0.4564	9.4095	988	0.7966	0.6495	0.7966	0.8925
0.4564	9.4286	990	0.7976	0.6495	0.7976	0.8931
0.4564	9.4476	992	0.7970	0.6495	0.7970	0.8927
0.4564	9.4667	994	0.7968	0.6495	0.7968	0.8927
0.4564	9.4857	996	0.7991	0.6495	0.7991	0.8939
0.4564	9.5048	998	0.7976	0.6495	0.7976	0.8931
0.0747	9.5238	1000	0.7941	0.6430	0.7941	0.8911
0.0747	9.5429	1002	0.7903	0.6430	0.7903	0.8890
0.0747	9.5619	1004	0.7876	0.6430	0.7876	0.8874
0.0747	9.5810	1006	0.7837	0.6365	0.7837	0.8853
0.0747	9.6	1008	0.7812	0.6365	0.7812	0.8839
0.0747	9.6190	1010	0.7777	0.6365	0.7777	0.8819
0.0747	9.6381	1012	0.7735	0.6365	0.7735	0.8795
0.0747	9.6571	1014	0.7711	0.6365	0.7711	0.8781
0.0747	9.6762	1016	0.7711	0.6365	0.7711	0.8781
0.0747	9.6952	1018	0.7721	0.6365	0.7721	0.8787
0.0747	9.7143	1020	0.7728	0.6365	0.7728	0.8791
0.0747	9.7333	1022	0.7744	0.6365	0.7744	0.8800
0.0747	9.7524	1024	0.7751	0.6365	0.7751	0.8804
0.0747	9.7714	1026	0.7762	0.6365	0.7762	0.8810
0.0747	9.7905	1028	0.7772	0.6365	0.7772	0.8816
0.0747	9.8095	1030	0.7793	0.6365	0.7793	0.8828
0.0747	9.8286	1032	0.7813	0.6430	0.7813	0.8839
0.0747	9.8476	1034	0.7822	0.6430	0.7822	0.8844
0.0747	9.8667	1036	0.7823	0.6430	0.7823	0.8845
0.0747	9.8857	1038	0.7830	0.6430	0.7830	0.8849
0.0747	9.9048	1040	0.7841	0.6430	0.7841	0.8855
0.0747	9.9238	1042	0.7852	0.6430	0.7852	0.8861
0.0747	9.9429	1044	0.7859	0.6430	0.7859	0.8865
0.0747	9.9619	1046	0.7865	0.6430	0.7865	0.8868
0.0747	9.9810	1048	0.7867	0.6430	0.7867	0.8869
0.0747	10.0	1050	0.7868	0.6430	0.7868	0.8870

Framework versions

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