ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k3_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: 0.7981
• Qwk: 0.6950
• Mse: 0.7981
• Rmse: 0.8933

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	0.125	2	6.6218	0.0185	6.6218	2.5733
No log	0.25	4	4.2881	0.0513	4.2881	2.0708
No log	0.375	6	2.8861	0.0988	2.8861	1.6988
No log	0.5	8	2.2552	0.1000	2.2552	1.5017
No log	0.625	10	2.0405	0.1500	2.0405	1.4285
No log	0.75	12	1.7465	0.1154	1.7465	1.3216
No log	0.875	14	1.6665	0.1165	1.6665	1.2909
No log	1.0	16	1.6320	0.1165	1.6320	1.2775
No log	1.125	18	1.7473	0.3248	1.7473	1.3218
No log	1.25	20	1.7764	0.4132	1.7764	1.3328
No log	1.375	22	1.6376	0.3967	1.6376	1.2797
No log	1.5	24	1.5313	0.3770	1.5313	1.2375
No log	1.625	26	1.4681	0.3770	1.4681	1.2116
No log	1.75	28	1.3130	0.2655	1.3130	1.1459
No log	1.875	30	1.3463	0.1698	1.3463	1.1603
No log	2.0	32	1.3790	0.2523	1.3790	1.1743
No log	2.125	34	1.5276	0.4962	1.5276	1.2360
No log	2.25	36	1.6326	0.4286	1.6326	1.2777
No log	2.375	38	1.9038	0.2581	1.9038	1.3798
No log	2.5	40	1.9391	0.2034	1.9391	1.3925
No log	2.625	42	1.5830	0.2430	1.5830	1.2582
No log	2.75	44	1.3183	0.2243	1.3183	1.1482
No log	2.875	46	1.2244	0.2883	1.2244	1.1065
No log	3.0	48	1.2410	0.4228	1.2410	1.1140
No log	3.125	50	1.4609	0.4526	1.4609	1.2087
No log	3.25	52	1.4661	0.3881	1.4661	1.2108
No log	3.375	54	1.1324	0.5	1.1324	1.0641
No log	3.5	56	1.4686	0.4715	1.4686	1.2119
No log	3.625	58	1.6861	0.2881	1.6861	1.2985
No log	3.75	60	1.5288	0.3590	1.5288	1.2365
No log	3.875	62	1.4762	0.2712	1.4762	1.2150
No log	4.0	64	1.6311	0.3664	1.6311	1.2772
No log	4.125	66	1.1990	0.4706	1.1990	1.0950
No log	4.25	68	1.3089	0.3860	1.3089	1.1441
No log	4.375	70	1.3366	0.4370	1.3366	1.1561
No log	4.5	72	1.0706	0.6154	1.0706	1.0347
No log	4.625	74	0.9898	0.6466	0.9898	0.9949
No log	4.75	76	1.1304	0.5734	1.1304	1.0632
No log	4.875	78	0.9388	0.6857	0.9388	0.9689
No log	5.0	80	0.8981	0.6423	0.8981	0.9477
No log	5.125	82	1.0215	0.5970	1.0215	1.0107
No log	5.25	84	0.9115	0.6119	0.9115	0.9547
No log	5.375	86	1.0193	0.5714	1.0193	1.0096
No log	5.5	88	1.0909	0.5672	1.0909	1.0444
No log	5.625	90	0.9384	0.6418	0.9384	0.9687
No log	5.75	92	0.9259	0.6269	0.9259	0.9622
No log	5.875	94	1.6643	0.3235	1.6643	1.2901
No log	6.0	96	2.0276	0.1618	2.0276	1.4240
No log	6.125	98	1.9122	0.2286	1.9122	1.3828
No log	6.25	100	1.3310	0.4964	1.3310	1.1537
No log	6.375	102	0.9024	0.6324	0.9024	0.9500
No log	6.5	104	0.9102	0.6331	0.9102	0.9540
No log	6.625	106	0.8906	0.6571	0.8906	0.9437
No log	6.75	108	0.8719	0.6423	0.8719	0.9338
No log	6.875	110	1.2125	0.5	1.2125	1.1011
No log	7.0	112	1.3358	0.4776	1.3358	1.1558
No log	7.125	114	1.1646	0.5909	1.1646	1.0792
No log	7.25	116	0.9459	0.6471	0.9459	0.9726
No log	7.375	118	0.8582	0.6617	0.8582	0.9264
No log	7.5	120	0.8257	0.6765	0.8257	0.9087
No log	7.625	122	0.9151	0.6525	0.9151	0.9566
No log	7.75	124	1.1362	0.5775	1.1362	1.0659
No log	7.875	126	1.3123	0.5270	1.3123	1.1456
No log	8.0	128	1.3077	0.5430	1.3077	1.1435
No log	8.125	130	1.3013	0.4823	1.3013	1.1408
No log	8.25	132	1.0595	0.5211	1.0595	1.0293
No log	8.375	134	0.9568	0.6197	0.9568	0.9782
No log	8.5	136	0.8304	0.7172	0.8304	0.9113
No log	8.625	138	0.8843	0.6620	0.8843	0.9404
No log	8.75	140	0.9531	0.6331	0.9531	0.9763
No log	8.875	142	0.9369	0.6522	0.9369	0.9680
No log	9.0	144	0.8949	0.6522	0.8949	0.9460
No log	9.125	146	0.9984	0.6331	0.9984	0.9992
No log	9.25	148	1.1130	0.5429	1.1130	1.0550
No log	9.375	150	1.1985	0.5103	1.1985	1.0947
No log	9.5	152	1.0185	0.6434	1.0185	1.0092
No log	9.625	154	0.9876	0.6620	0.9876	0.9938
No log	9.75	156	1.1733	0.5694	1.1733	1.0832
No log	9.875	158	1.3492	0.5035	1.3492	1.1616
No log	10.0	160	1.3154	0.5352	1.3154	1.1469
No log	10.125	162	1.2291	0.5379	1.2291	1.1086
No log	10.25	164	1.1684	0.5972	1.1684	1.0809
No log	10.375	166	1.0398	0.6438	1.0398	1.0197
No log	10.5	168	0.9223	0.72	0.9223	0.9604
No log	10.625	170	0.9110	0.6968	0.9110	0.9545
No log	10.75	172	1.0147	0.6038	1.0147	1.0073
No log	10.875	174	1.2186	0.5576	1.2186	1.1039
No log	11.0	176	1.1786	0.5749	1.1786	1.0856
No log	11.125	178	0.9847	0.6857	0.9847	0.9923
No log	11.25	180	0.7158	0.7602	0.7158	0.8460
No log	11.375	182	0.6544	0.8052	0.6544	0.8090
No log	11.5	184	0.6961	0.7432	0.6961	0.8344
No log	11.625	186	0.7321	0.7397	0.7321	0.8557
No log	11.75	188	1.0005	0.5882	1.0005	1.0003
No log	11.875	190	1.1431	0.5897	1.1431	1.0691
No log	12.0	192	1.0583	0.6242	1.0583	1.0287
No log	12.125	194	0.9169	0.6483	0.9169	0.9575
No log	12.25	196	0.8527	0.6714	0.8527	0.9234
No log	12.375	198	0.9452	0.6667	0.9452	0.9722
No log	12.5	200	0.9464	0.6621	0.9464	0.9728
No log	12.625	202	0.9938	0.6452	0.9938	0.9969
No log	12.75	204	0.8979	0.6405	0.8979	0.9476
No log	12.875	206	1.0110	0.6582	1.0110	1.0055
No log	13.0	208	1.1275	0.6203	1.1275	1.0618
No log	13.125	210	1.3316	0.5521	1.3316	1.1539
No log	13.25	212	1.2318	0.5417	1.2318	1.1099
No log	13.375	214	0.9391	0.6324	0.9391	0.9691
No log	13.5	216	0.9016	0.6917	0.9016	0.9495
No log	13.625	218	0.9041	0.6767	0.9041	0.9509
No log	13.75	220	0.9543	0.6715	0.9543	0.9769
No log	13.875	222	1.0318	0.6277	1.0318	1.0158
No log	14.0	224	1.0973	0.6176	1.0973	1.0475
No log	14.125	226	1.1424	0.6015	1.1424	1.0689
No log	14.25	228	1.1022	0.6119	1.1022	1.0499
No log	14.375	230	1.1223	0.5821	1.1223	1.0594
No log	14.5	232	1.1217	0.5985	1.1217	1.0591
No log	14.625	234	1.0658	0.6087	1.0658	1.0324
No log	14.75	236	0.9316	0.6522	0.9316	0.9652
No log	14.875	238	0.9900	0.6483	0.9900	0.9950
No log	15.0	240	0.9908	0.6486	0.9908	0.9954
No log	15.125	242	0.9095	0.6486	0.9095	0.9537
No log	15.25	244	0.8720	0.6713	0.8720	0.9338
No log	15.375	246	0.9268	0.6667	0.9268	0.9627
No log	15.5	248	0.8823	0.6897	0.8823	0.9393
No log	15.625	250	0.8156	0.7	0.8156	0.9031
No log	15.75	252	0.7912	0.7338	0.7912	0.8895
No log	15.875	254	0.7912	0.6901	0.7912	0.8895
No log	16.0	256	0.7529	0.7133	0.7529	0.8677
No log	16.125	258	0.7520	0.6993	0.7520	0.8672
No log	16.25	260	0.6960	0.7133	0.6960	0.8342
No log	16.375	262	0.7184	0.7347	0.7184	0.8476
No log	16.5	264	0.8509	0.6803	0.8509	0.9225
No log	16.625	266	0.8086	0.6901	0.8086	0.8992
No log	16.75	268	0.7721	0.7059	0.7721	0.8787
No log	16.875	270	0.7836	0.6716	0.7836	0.8852
No log	17.0	272	0.8064	0.6716	0.8064	0.8980
No log	17.125	274	0.9293	0.6715	0.9293	0.9640
No log	17.25	276	1.0307	0.6345	1.0307	1.0152
No log	17.375	278	0.9786	0.6667	0.9786	0.9893
No log	17.5	280	0.9216	0.6906	0.9216	0.9600
No log	17.625	282	0.8642	0.7059	0.8642	0.9296
No log	17.75	284	0.8254	0.7092	0.8254	0.9085
No log	17.875	286	0.9238	0.6714	0.9238	0.9611
No log	18.0	288	0.9344	0.6667	0.9344	0.9667
No log	18.125	290	0.8126	0.6944	0.8126	0.9014
No log	18.25	292	0.7458	0.7273	0.7458	0.8636
No log	18.375	294	0.7497	0.7222	0.7497	0.8658
No log	18.5	296	0.8000	0.7042	0.8000	0.8944
No log	18.625	298	0.7759	0.7143	0.7759	0.8809
No log	18.75	300	0.7953	0.72	0.7953	0.8918
No log	18.875	302	0.9460	0.6667	0.9460	0.9726
No log	19.0	304	1.2547	0.6514	1.2547	1.1201
No log	19.125	306	1.3134	0.6057	1.3134	1.1460
No log	19.25	308	1.0641	0.6463	1.0641	1.0315
No log	19.375	310	0.8054	0.6849	0.8054	0.8975
No log	19.5	312	0.7700	0.7083	0.7700	0.8775
No log	19.625	314	0.8348	0.7042	0.8348	0.9136
No log	19.75	316	0.9266	0.6715	0.9266	0.9626
No log	19.875	318	0.9030	0.6519	0.9030	0.9503
No log	20.0	320	0.8035	0.6861	0.8035	0.8964
No log	20.125	322	0.7145	0.7111	0.7145	0.8453
No log	20.25	324	0.6758	0.7206	0.6758	0.8221
No log	20.375	326	0.6685	0.7660	0.6685	0.8176
No log	20.5	328	0.7065	0.6901	0.7065	0.8405
No log	20.625	330	0.6872	0.7222	0.6872	0.8290
No log	20.75	332	0.6154	0.7838	0.6154	0.7845
No log	20.875	334	0.6098	0.8	0.6098	0.7809
No log	21.0	336	0.6543	0.7465	0.6543	0.8089
No log	21.125	338	0.7025	0.7619	0.7025	0.8382
No log	21.25	340	0.7668	0.7092	0.7668	0.8757
No log	21.375	342	0.8825	0.6853	0.8825	0.9394
No log	21.5	344	1.0013	0.6111	1.0013	1.0007
No log	21.625	346	0.9977	0.6286	0.9977	0.9988
No log	21.75	348	0.8945	0.6861	0.8945	0.9458
No log	21.875	350	0.8240	0.6957	0.8240	0.9077
No log	22.0	352	0.7335	0.7465	0.7335	0.8564
No log	22.125	354	0.7303	0.7448	0.7303	0.8545
No log	22.25	356	0.7892	0.7324	0.7892	0.8884
No log	22.375	358	0.8764	0.6619	0.8764	0.9362
No log	22.5	360	0.9948	0.6131	0.9948	0.9974
No log	22.625	362	1.0168	0.5926	1.0168	1.0084
No log	22.75	364	0.9460	0.6462	0.9460	0.9726
No log	22.875	366	0.9231	0.6615	0.9231	0.9608
No log	23.0	368	0.8425	0.6818	0.8425	0.9179
No log	23.125	370	0.7895	0.6917	0.7895	0.8886
No log	23.25	372	0.8072	0.6861	0.8072	0.8984
No log	23.375	374	0.8657	0.6620	0.8657	0.9304
No log	23.5	376	0.9287	0.6369	0.9287	0.9637
No log	23.625	378	0.8959	0.6809	0.8959	0.9465
No log	23.75	380	0.9135	0.6569	0.9135	0.9558
No log	23.875	382	0.8806	0.6615	0.8806	0.9384
No log	24.0	384	0.8802	0.6718	0.8802	0.9382
No log	24.125	386	0.9160	0.6412	0.9160	0.9571
No log	24.25	388	1.0072	0.6241	1.0072	1.0036
No log	24.375	390	1.0375	0.6351	1.0375	1.0186
No log	24.5	392	0.9405	0.6345	0.9405	0.9698
No log	24.625	394	0.8054	0.6667	0.8054	0.8975
No log	24.75	396	0.7878	0.7206	0.7878	0.8876
No log	24.875	398	0.8399	0.6515	0.8399	0.9165
No log	25.0	400	0.9581	0.6269	0.9581	0.9788
No log	25.125	402	0.9785	0.6515	0.9785	0.9892
No log	25.25	404	0.9163	0.6412	0.9163	0.9572
No log	25.375	406	0.8582	0.625	0.8582	0.9264
No log	25.5	408	0.8137	0.6769	0.8137	0.9020
No log	25.625	410	0.7904	0.6818	0.7904	0.8891
No log	25.75	412	0.7957	0.6617	0.7957	0.8920
No log	25.875	414	0.7869	0.7034	0.7869	0.8871
No log	26.0	416	0.7645	0.6974	0.7645	0.8743
No log	26.125	418	0.7830	0.7	0.7830	0.8849
No log	26.25	420	0.8186	0.6912	0.8186	0.9048
No log	26.375	422	0.8980	0.6619	0.8980	0.9477
No log	26.5	424	1.0548	0.6144	1.0548	1.0270
No log	26.625	426	1.1012	0.6164	1.1012	1.0494
No log	26.75	428	1.0471	0.6222	1.0471	1.0233
No log	26.875	430	0.9219	0.6519	0.9219	0.9602
No log	27.0	432	0.8337	0.6818	0.8337	0.9131
No log	27.125	434	0.8314	0.7015	0.8314	0.9118
No log	27.25	436	0.8102	0.7153	0.8102	0.9001
No log	27.375	438	0.8345	0.6861	0.8345	0.9135
No log	27.5	440	0.9128	0.6806	0.9128	0.9554
No log	27.625	442	0.9339	0.6620	0.9339	0.9664
No log	27.75	444	0.8640	0.6906	0.8640	0.9295
No log	27.875	446	0.8457	0.6763	0.8457	0.9196
No log	28.0	448	0.9091	0.6519	0.9091	0.9535
No log	28.125	450	1.0147	0.6569	1.0147	1.0073
No log	28.25	452	1.0785	0.6466	1.0785	1.0385
No log	28.375	454	1.0979	0.6308	1.0979	1.0478
No log	28.5	456	1.0312	0.6154	1.0312	1.0155
No log	28.625	458	0.9519	0.6462	0.9519	0.9757
No log	28.75	460	0.8488	0.6716	0.8488	0.9213
No log	28.875	462	0.7350	0.7338	0.7350	0.8573
No log	29.0	464	0.7069	0.7660	0.7069	0.8408
No log	29.125	466	0.7422	0.7092	0.7422	0.8615
No log	29.25	468	0.8498	0.6797	0.8498	0.9218
No log	29.375	470	0.8932	0.6835	0.8932	0.9451
No log	29.5	472	0.8168	0.6800	0.8168	0.9038
No log	29.625	474	0.7736	0.7092	0.7736	0.8795
No log	29.75	476	0.7557	0.7101	0.7557	0.8693
No log	29.875	478	0.7980	0.6963	0.7980	0.8933
No log	30.0	480	0.8235	0.6866	0.8235	0.9075
No log	30.125	482	0.8652	0.6767	0.8652	0.9301
No log	30.25	484	0.9335	0.6618	0.9335	0.9662
No log	30.375	486	0.8997	0.6519	0.8997	0.9485
No log	30.5	488	0.8009	0.7007	0.8009	0.8949
No log	30.625	490	0.7389	0.7101	0.7389	0.8596
No log	30.75	492	0.7417	0.7092	0.7417	0.8612
No log	30.875	494	0.7547	0.7092	0.7547	0.8687
No log	31.0	496	0.8141	0.7	0.8141	0.9023
No log	31.125	498	0.9248	0.6714	0.9248	0.9617
0.4275	31.25	500	0.9849	0.6621	0.9849	0.9924
0.4275	31.375	502	0.9739	0.6569	0.9739	0.9869
0.4275	31.5	504	0.8887	0.6866	0.8887	0.9427
0.4275	31.625	506	0.8508	0.7153	0.8508	0.9224
0.4275	31.75	508	0.8502	0.6957	0.8502	0.9221
0.4275	31.875	510	0.9359	0.6438	0.9359	0.9674
0.4275	32.0	512	0.9866	0.6144	0.9866	0.9933
0.4275	32.125	514	0.9503	0.6143	0.9503	0.9748
0.4275	32.25	516	0.8842	0.6765	0.8842	0.9403
0.4275	32.375	518	0.8519	0.6963	0.8519	0.9230
0.4275	32.5	520	0.8963	0.6765	0.8963	0.9467
0.4275	32.625	522	0.9708	0.6667	0.9708	0.9853
0.4275	32.75	524	1.0199	0.5821	1.0199	1.0099
0.4275	32.875	526	1.0005	0.6154	1.0005	1.0002
0.4275	33.0	528	0.9189	0.6718	0.9189	0.9586
0.4275	33.125	530	0.8284	0.6565	0.8284	0.9102
0.4275	33.25	532	0.7507	0.6963	0.7507	0.8664
0.4275	33.375	534	0.7132	0.7101	0.7132	0.8445
0.4275	33.5	536	0.7369	0.7297	0.7369	0.8584
0.4275	33.625	538	0.7842	0.7089	0.7842	0.8856
0.4275	33.75	540	0.7704	0.7468	0.7704	0.8777
0.4275	33.875	542	0.7303	0.7237	0.7303	0.8546
0.4275	34.0	544	0.7135	0.7092	0.7135	0.8447
0.4275	34.125	546	0.7783	0.7101	0.7783	0.8822
0.4275	34.25	548	0.8822	0.6861	0.8822	0.9393
0.4275	34.375	550	0.9704	0.6370	0.9704	0.9851
0.4275	34.5	552	0.9710	0.6412	0.9710	0.9854
0.4275	34.625	554	0.9759	0.6412	0.9759	0.9879
0.4275	34.75	556	0.9268	0.6667	0.9268	0.9627
0.4275	34.875	558	0.9046	0.6767	0.9046	0.9511
0.4275	35.0	560	0.8506	0.6718	0.8506	0.9223
0.4275	35.125	562	0.8100	0.6866	0.8100	0.9000
0.4275	35.25	564	0.8192	0.7246	0.8192	0.9051
0.4275	35.375	566	0.9099	0.6486	0.9099	0.9539
0.4275	35.5	568	1.0126	0.6708	1.0126	1.0063
0.4275	35.625	570	1.1188	0.6463	1.1188	1.0577
0.4275	35.75	572	1.0776	0.6543	1.0776	1.0381
0.4275	35.875	574	0.9930	0.6197	0.9930	0.9965
0.4275	36.0	576	0.9070	0.6963	0.9070	0.9524
0.4275	36.125	578	0.8094	0.7101	0.8094	0.8997
0.4275	36.25	580	0.7760	0.6963	0.7760	0.8809
0.4275	36.375	582	0.7952	0.6963	0.7952	0.8917
0.4275	36.5	584	0.8039	0.6963	0.8039	0.8966
0.4275	36.625	586	0.8204	0.6957	0.8204	0.9058
0.4275	36.75	588	0.8401	0.6573	0.8401	0.9166
0.4275	36.875	590	0.8730	0.6573	0.8730	0.9344
0.4275	37.0	592	0.9176	0.6573	0.9176	0.9579
0.4275	37.125	594	0.9012	0.6906	0.9012	0.9493
0.4275	37.25	596	0.8648	0.6617	0.8648	0.9299
0.4275	37.375	598	0.8709	0.6617	0.8709	0.9332
0.4275	37.5	600	0.8583	0.6617	0.8583	0.9264
0.4275	37.625	602	0.8633	0.6815	0.8633	0.9291
0.4275	37.75	604	0.8532	0.6950	0.8532	0.9237
0.4275	37.875	606	0.8230	0.7034	0.8230	0.9072
0.4275	38.0	608	0.8543	0.6711	0.8543	0.9243
0.4275	38.125	610	0.9032	0.6443	0.9032	0.9504
0.4275	38.25	612	0.8739	0.6853	0.8739	0.9348
0.4275	38.375	614	0.9143	0.6434	0.9143	0.9562
0.4275	38.5	616	0.9737	0.6452	0.9737	0.9868
0.4275	38.625	618	0.9956	0.6447	0.9956	0.9978
0.4275	38.75	620	0.9032	0.6667	0.9032	0.9504
0.4275	38.875	622	0.8316	0.6866	0.8316	0.9119
0.4275	39.0	624	0.8164	0.6866	0.8164	0.9035
0.4275	39.125	626	0.8253	0.6866	0.8253	0.9085
0.4275	39.25	628	0.8329	0.6866	0.8329	0.9126
0.4275	39.375	630	0.8050	0.6866	0.8050	0.8972
0.4275	39.5	632	0.7768	0.6917	0.7768	0.8814
0.4275	39.625	634	0.7952	0.6853	0.7952	0.8917
0.4275	39.75	636	0.8156	0.6887	0.8156	0.9031
0.4275	39.875	638	0.8767	0.6711	0.8767	0.9363
0.4275	40.0	640	0.8370	0.6883	0.8370	0.9149
0.4275	40.125	642	0.7445	0.7007	0.7445	0.8628
0.4275	40.25	644	0.6971	0.7626	0.6971	0.8349
0.4275	40.375	646	0.7096	0.7259	0.7096	0.8424
0.4275	40.5	648	0.7348	0.7391	0.7348	0.8572
0.4275	40.625	650	0.7487	0.7299	0.7487	0.8653
0.4275	40.75	652	0.7782	0.7222	0.7782	0.8822
0.4275	40.875	654	0.8077	0.6892	0.8077	0.8987
0.4275	41.0	656	0.9035	0.6707	0.9035	0.9505
0.4275	41.125	658	0.9419	0.6667	0.9419	0.9705
0.4275	41.25	660	0.9516	0.6667	0.9516	0.9755
0.4275	41.375	662	0.8837	0.6541	0.8837	0.9401
0.4275	41.5	664	0.7914	0.7246	0.7914	0.8896
0.4275	41.625	666	0.7981	0.7111	0.7981	0.8934
0.4275	41.75	668	0.8379	0.6769	0.8379	0.9154
0.4275	41.875	670	0.8802	0.6615	0.8802	0.9382
0.4275	42.0	672	0.9226	0.6462	0.9226	0.9605
0.4275	42.125	674	0.9240	0.6462	0.9240	0.9613
0.4275	42.25	676	0.8675	0.6615	0.8675	0.9314
0.4275	42.375	678	0.8608	0.6667	0.8608	0.9278
0.4275	42.5	680	0.8663	0.6815	0.8663	0.9307
0.4275	42.625	682	0.9197	0.625	0.9197	0.9590
0.4275	42.75	684	0.9388	0.6447	0.9388	0.9689
0.4275	42.875	686	0.9556	0.6452	0.9556	0.9775
0.4275	43.0	688	0.8893	0.6575	0.8893	0.9430
0.4275	43.125	690	0.8131	0.6761	0.8131	0.9017
0.4275	43.25	692	0.7508	0.7338	0.7508	0.8665
0.4275	43.375	694	0.7471	0.7183	0.7471	0.8644
0.4275	43.5	696	0.7970	0.6759	0.7970	0.8927
0.4275	43.625	698	0.8376	0.6759	0.8376	0.9152
0.4275	43.75	700	0.9199	0.6286	0.9199	0.9591
0.4275	43.875	702	0.9788	0.6043	0.9788	0.9893
0.4275	44.0	704	0.9871	0.6074	0.9871	0.9935
0.4275	44.125	706	0.9582	0.6324	0.9582	0.9789
0.4275	44.25	708	0.8964	0.6866	0.8964	0.9468
0.4275	44.375	710	0.8298	0.6963	0.8298	0.9109
0.4275	44.5	712	0.7668	0.6950	0.7668	0.8757
0.4275	44.625	714	0.7624	0.6944	0.7624	0.8732
0.4275	44.75	716	0.8128	0.7081	0.8128	0.9015
0.4275	44.875	718	0.9299	0.6905	0.9299	0.9643
0.4275	45.0	720	1.0019	0.6826	1.0019	1.0010
0.4275	45.125	722	1.0052	0.65	1.0052	1.0026
0.4275	45.25	724	0.9375	0.6522	0.9375	0.9683
0.4275	45.375	726	0.8629	0.6818	0.8629	0.9289
0.4275	45.5	728	0.8191	0.6716	0.8191	0.9051
0.4275	45.625	730	0.8123	0.6716	0.8123	0.9013
0.4275	45.75	732	0.8406	0.6818	0.8406	0.9169
0.4275	45.875	734	0.8960	0.6763	0.8960	0.9466
0.4275	46.0	736	0.9497	0.6351	0.9497	0.9745
0.4275	46.125	738	0.9401	0.6358	0.9401	0.9696
0.4275	46.25	740	0.8927	0.6763	0.8927	0.9448
0.4275	46.375	742	0.8620	0.6963	0.8620	0.9285
0.4275	46.5	744	0.8033	0.6716	0.8033	0.8963
0.4275	46.625	746	0.7983	0.6565	0.7983	0.8935
0.4275	46.75	748	0.8260	0.6565	0.8260	0.9089
0.4275	46.875	750	0.8551	0.6963	0.8551	0.9247
0.4275	47.0	752	0.8989	0.6963	0.8989	0.9481
0.4275	47.125	754	0.8978	0.6806	0.8978	0.9475
0.4275	47.25	756	0.8450	0.6809	0.8450	0.9192
0.4275	47.375	758	0.7593	0.6963	0.7593	0.8714
0.4275	47.5	760	0.7161	0.6912	0.7161	0.8462
0.4275	47.625	762	0.7117	0.6912	0.7117	0.8436
0.4275	47.75	764	0.7214	0.6963	0.7214	0.8494
0.4275	47.875	766	0.7980	0.7059	0.7980	0.8933
0.4275	48.0	768	0.9130	0.6434	0.9130	0.9555
0.4275	48.125	770	0.9627	0.6286	0.9627	0.9812
0.4275	48.25	772	0.9264	0.6383	0.9264	0.9625
0.4275	48.375	774	0.8570	0.6957	0.8570	0.9258
0.4275	48.5	776	0.8287	0.6957	0.8287	0.9103
0.4275	48.625	778	0.8054	0.7092	0.8054	0.8974
0.4275	48.75	780	0.7954	0.7092	0.7954	0.8918
0.4275	48.875	782	0.7691	0.7194	0.7691	0.8770
0.4275	49.0	784	0.7881	0.7059	0.7881	0.8878
0.4275	49.125	786	0.8257	0.7007	0.8257	0.9087
0.4275	49.25	788	0.8199	0.6963	0.8199	0.9055
0.4275	49.375	790	0.8062	0.6963	0.8062	0.8979
0.4275	49.5	792	0.8260	0.6866	0.8260	0.9088
0.4275	49.625	794	0.8582	0.6866	0.8582	0.9264
0.4275	49.75	796	0.8413	0.6866	0.8413	0.9172
0.4275	49.875	798	0.8347	0.6866	0.8347	0.9136
0.4275	50.0	800	0.8783	0.6761	0.8783	0.9372
0.4275	50.125	802	0.9469	0.6533	0.9469	0.9731
0.4275	50.25	804	0.9434	0.6533	0.9434	0.9713
0.4275	50.375	806	0.8849	0.6866	0.8849	0.9407
0.4275	50.5	808	0.8469	0.6963	0.8469	0.9203
0.4275	50.625	810	0.8256	0.7101	0.8256	0.9086
0.4275	50.75	812	0.8213	0.7101	0.8213	0.9063
0.4275	50.875	814	0.8170	0.7101	0.8170	0.9039
0.4275	51.0	816	0.8337	0.7101	0.8337	0.9131
0.4275	51.125	818	0.8555	0.6857	0.8555	0.9249
0.4275	51.25	820	0.8647	0.6857	0.8647	0.9299
0.4275	51.375	822	0.8370	0.7007	0.8370	0.9149
0.4275	51.5	824	0.8399	0.7007	0.8399	0.9165
0.4275	51.625	826	0.8487	0.7007	0.8487	0.9213
0.4275	51.75	828	0.8409	0.7007	0.8409	0.9170
0.4275	51.875	830	0.8301	0.7007	0.8301	0.9111
0.4275	52.0	832	0.8554	0.7007	0.8554	0.9249
0.4275	52.125	834	0.9080	0.6759	0.9080	0.9529
0.4275	52.25	836	0.9403	0.6525	0.9403	0.9697
0.4275	52.375	838	0.9183	0.6619	0.9183	0.9583
0.4275	52.5	840	0.8676	0.6866	0.8676	0.9315
0.4275	52.625	842	0.8464	0.6866	0.8464	0.9200
0.4275	52.75	844	0.8081	0.6861	0.8081	0.8989
0.4275	52.875	846	0.7810	0.6861	0.7810	0.8838
0.4275	53.0	848	0.7724	0.6861	0.7724	0.8788
0.4275	53.125	850	0.7774	0.7034	0.7774	0.8817
0.4275	53.25	852	0.7803	0.7261	0.7803	0.8833
0.4275	53.375	854	0.7826	0.7485	0.7826	0.8846
0.4275	53.5	856	0.7626	0.7485	0.7626	0.8733
0.4275	53.625	858	0.7249	0.7143	0.7249	0.8514
0.4275	53.75	860	0.7063	0.6950	0.7063	0.8404
0.4275	53.875	862	0.6879	0.7101	0.6879	0.8294
0.4275	54.0	864	0.6807	0.7338	0.6807	0.8250
0.4275	54.125	866	0.6732	0.7101	0.6732	0.8205
0.4275	54.25	868	0.6908	0.7338	0.6908	0.8311
0.4275	54.375	870	0.7417	0.7042	0.7417	0.8612
0.4275	54.5	872	0.7900	0.7027	0.7900	0.8888
0.4275	54.625	874	0.8525	0.6792	0.8525	0.9233
0.4275	54.75	876	0.8565	0.6792	0.8565	0.9255
0.4275	54.875	878	0.8514	0.6792	0.8514	0.9227
0.4275	55.0	880	0.8311	0.6623	0.8311	0.9117
0.4275	55.125	882	0.8137	0.6761	0.8137	0.9021
0.4275	55.25	884	0.7828	0.6950	0.7828	0.8848
0.4275	55.375	886	0.7650	0.6950	0.7650	0.8746
0.4275	55.5	888	0.7697	0.6950	0.7697	0.8773
0.4275	55.625	890	0.7560	0.6950	0.7560	0.8695
0.4275	55.75	892	0.7369	0.7183	0.7369	0.8584
0.4275	55.875	894	0.7425	0.7183	0.7425	0.8617
0.4275	56.0	896	0.7423	0.7183	0.7423	0.8615
0.4275	56.125	898	0.7786	0.6950	0.7786	0.8824
0.4275	56.25	900	0.8550	0.6883	0.8550	0.9247
0.4275	56.375	902	0.9083	0.6883	0.9083	0.9530
0.4275	56.5	904	0.9551	0.6447	0.9551	0.9773
0.4275	56.625	906	0.9575	0.6345	0.9575	0.9785
0.4275	56.75	908	0.9447	0.6620	0.9447	0.9720
0.4275	56.875	910	0.9115	0.6715	0.9115	0.9547
0.4275	57.0	912	0.8502	0.6857	0.8502	0.9221
0.4275	57.125	914	0.8070	0.6950	0.8070	0.8983
0.4275	57.25	916	0.7583	0.6950	0.7583	0.8708
0.4275	57.375	918	0.7430	0.7101	0.7430	0.8620
0.4275	57.5	920	0.7604	0.7101	0.7604	0.8720
0.4275	57.625	922	0.7929	0.7101	0.7929	0.8904
0.4275	57.75	924	0.8547	0.6857	0.8547	0.9245
0.4275	57.875	926	0.9331	0.6713	0.9331	0.9660
0.4275	58.0	928	0.9824	0.6667	0.9824	0.9912
0.4275	58.125	930	0.9691	0.6667	0.9691	0.9844
0.4275	58.25	932	0.9264	0.6759	0.9264	0.9625
0.4275	58.375	934	0.8694	0.6667	0.8694	0.9324
0.4275	58.5	936	0.8386	0.7007	0.8386	0.9158
0.4275	58.625	938	0.8028	0.7101	0.8028	0.8960
0.4275	58.75	940	0.7729	0.6963	0.7729	0.8791
0.4275	58.875	942	0.7657	0.7015	0.7657	0.8751
0.4275	59.0	944	0.7547	0.7015	0.7547	0.8687
0.4275	59.125	946	0.7511	0.7015	0.7511	0.8667
0.4275	59.25	948	0.7629	0.7206	0.7629	0.8734
0.4275	59.375	950	0.7886	0.7101	0.7886	0.8881
0.4275	59.5	952	0.8291	0.7194	0.8291	0.9106
0.4275	59.625	954	0.8516	0.7101	0.8516	0.9228
0.4275	59.75	956	0.8922	0.6573	0.8922	0.9446
0.4275	59.875	958	0.8897	0.6573	0.8897	0.9433
0.4275	60.0	960	0.8739	0.6950	0.8739	0.9348
0.4275	60.125	962	0.8632	0.7007	0.8632	0.9291
0.4275	60.25	964	0.8425	0.7007	0.8425	0.9179
0.4275	60.375	966	0.8382	0.6866	0.8382	0.9155
0.4275	60.5	968	0.8175	0.7101	0.8175	0.9041
0.4275	60.625	970	0.8097	0.7101	0.8097	0.8999
0.4275	60.75	972	0.8129	0.7101	0.8129	0.9016
0.4275	60.875	974	0.8119	0.7007	0.8119	0.9011
0.4275	61.0	976	0.8204	0.6857	0.8204	0.9058
0.4275	61.125	978	0.8561	0.6857	0.8561	0.9253
0.4275	61.25	980	0.8964	0.6522	0.8964	0.9468
0.4275	61.375	982	0.9059	0.6525	0.9059	0.9518
0.4275	61.5	984	0.9008	0.6525	0.9008	0.9491
0.4275	61.625	986	0.8635	0.6715	0.8635	0.9293
0.4275	61.75	988	0.7979	0.6857	0.7979	0.8932
0.4275	61.875	990	0.7548	0.7338	0.7548	0.8688
0.4275	62.0	992	0.7461	0.7338	0.7461	0.8638
0.4275	62.125	994	0.7519	0.7183	0.7519	0.8671
0.4275	62.25	996	0.7551	0.7183	0.7551	0.8689
0.4275	62.375	998	0.7744	0.6950	0.7744	0.8800
0.056	62.5	1000	0.8026	0.6950	0.8026	0.8959
0.056	62.625	1002	0.8330	0.6667	0.8330	0.9127
0.056	62.75	1004	0.8547	0.6667	0.8547	0.9245
0.056	62.875	1006	0.8561	0.6667	0.8561	0.9253
0.056	63.0	1008	0.8423	0.6667	0.8423	0.9178
0.056	63.125	1010	0.7981	0.6950	0.7981	0.8933

Framework versions

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