ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k17_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: 0.4549
• Qwk: 0.5307
• Mse: 0.4549
• Rmse: 0.6745

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	0.0235	2	3.0050	0.0147	3.0050	1.7335
No log	0.0471	4	1.4762	0.0255	1.4762	1.2150
No log	0.0706	6	0.8684	0.1588	0.8684	0.9319
No log	0.0941	8	0.5915	-0.0159	0.5915	0.7691
No log	0.1176	10	0.5962	0.0569	0.5962	0.7721
No log	0.1412	12	0.7456	0.1238	0.7456	0.8635
No log	0.1647	14	1.7216	0.0289	1.7216	1.3121
No log	0.1882	16	0.7939	0.1416	0.7939	0.8910
No log	0.2118	18	0.5553	0.0569	0.5553	0.7452
No log	0.2353	20	0.5895	0.0	0.5895	0.7678
No log	0.2588	22	0.6627	0.0769	0.6627	0.8141
No log	0.2824	24	0.5641	0.0569	0.5641	0.7510
No log	0.3059	26	0.9036	0.0431	0.9036	0.9506
No log	0.3294	28	1.4783	0.0	1.4783	1.2159
No log	0.3529	30	1.2968	0.0	1.2968	1.1388
No log	0.3765	32	0.9589	0.0	0.9589	0.9793
No log	0.4	34	0.7388	0.1919	0.7388	0.8595
No log	0.4235	36	0.6525	0.0569	0.6525	0.8078
No log	0.4471	38	0.6293	0.3580	0.6293	0.7933
No log	0.4706	40	0.8132	0.1667	0.8132	0.9018
No log	0.4941	42	0.6855	0.3237	0.6855	0.8280
No log	0.5176	44	0.5657	0.3684	0.5657	0.7521
No log	0.5412	46	0.5211	0.0476	0.5211	0.7219
No log	0.5647	48	0.5364	0.1206	0.5364	0.7324
No log	0.5882	50	0.7309	0.2453	0.7309	0.8550
No log	0.6118	52	1.3235	0.1141	1.3235	1.1504
No log	0.6353	54	0.7263	0.2709	0.7263	0.8522
No log	0.6588	56	0.6699	0.1325	0.6699	0.8185
No log	0.6824	58	0.6007	0.2370	0.6007	0.7751
No log	0.7059	60	0.9387	0.1822	0.9387	0.9688
No log	0.7294	62	0.8431	0.2287	0.8431	0.9182
No log	0.7529	64	0.5972	0.3520	0.5972	0.7728
No log	0.7765	66	0.6420	0.2432	0.6420	0.8013
No log	0.8	68	0.6242	0.3043	0.6242	0.7901
No log	0.8235	70	0.6384	0.3191	0.6384	0.7990
No log	0.8471	72	0.7627	0.2000	0.7627	0.8733
No log	0.8706	74	0.7247	0.2000	0.7247	0.8513
No log	0.8941	76	0.7962	0.2692	0.7962	0.8923
No log	0.9176	78	0.7903	0.3091	0.7903	0.8890
No log	0.9412	80	0.7516	0.2696	0.7516	0.8670
No log	0.9647	82	0.7657	0.2217	0.7657	0.8750
No log	0.9882	84	1.3451	0.0993	1.3451	1.1598
No log	1.0118	86	1.6056	0.0413	1.6056	1.2671
No log	1.0353	88	1.0651	0.2165	1.0651	1.0321
No log	1.0588	90	0.6891	0.2549	0.6891	0.8301
No log	1.0824	92	0.6416	0.2577	0.6416	0.8010
No log	1.1059	94	1.1754	0.1549	1.1754	1.0841
No log	1.1294	96	1.0718	0.1212	1.0718	1.0353
No log	1.1529	98	0.6036	0.1910	0.6036	0.7769
No log	1.1765	100	0.6235	0.1823	0.6235	0.7896
No log	1.2	102	0.7742	0.2941	0.7742	0.8799
No log	1.2235	104	1.1657	0.1541	1.1657	1.0797
No log	1.2471	106	0.8766	0.2389	0.8766	0.9362
No log	1.2706	108	0.6155	0.2251	0.6155	0.7845
No log	1.2941	110	0.6821	0.2621	0.6821	0.8259
No log	1.3176	112	0.8867	0.2922	0.8867	0.9416
No log	1.3412	114	0.7438	0.2919	0.7438	0.8624
No log	1.3647	116	0.8921	0.2459	0.8921	0.9445
No log	1.3882	118	0.7572	0.1933	0.7572	0.8702
No log	1.4118	120	0.9912	0.3410	0.9912	0.9956
No log	1.4353	122	0.9451	0.2711	0.9451	0.9722
No log	1.4588	124	0.9764	0.2775	0.9764	0.9881
No log	1.4824	126	0.8721	0.2621	0.8721	0.9339
No log	1.5059	128	0.7405	0.0980	0.7405	0.8605
No log	1.5294	130	0.7372	0.2563	0.7372	0.8586
No log	1.5529	132	0.7195	0.2917	0.7195	0.8482
No log	1.5765	134	0.7827	0.2850	0.7827	0.8847
No log	1.6	136	0.8131	0.2850	0.8131	0.9017
No log	1.6235	138	1.1331	0.1781	1.1331	1.0645
No log	1.6471	140	1.8377	0.0949	1.8377	1.3556
No log	1.6706	142	1.0677	0.2000	1.0677	1.0333
No log	1.6941	144	0.7047	0.2239	0.7047	0.8394
No log	1.7176	146	0.7183	0.2077	0.7183	0.8475
No log	1.7412	148	0.6667	0.2527	0.6667	0.8165
No log	1.7647	150	1.3964	0.0891	1.3964	1.1817
No log	1.7882	152	1.2294	0.1079	1.2294	1.1088
No log	1.8118	154	0.5939	0.3333	0.5939	0.7706
No log	1.8353	156	0.6135	0.2083	0.6135	0.7832
No log	1.8588	158	0.6033	0.2558	0.6033	0.7767
No log	1.8824	160	1.1695	0.1079	1.1695	1.0814
No log	1.9059	162	1.1556	0.1014	1.1556	1.0750
No log	1.9294	164	0.6159	0.4105	0.6159	0.7848
No log	1.9529	166	0.8433	0.2432	0.8433	0.9183
No log	1.9765	168	0.7936	0.2797	0.7936	0.8908
No log	2.0	170	0.6895	0.3704	0.6895	0.8304
No log	2.0235	172	1.3753	0.1911	1.3753	1.1727
No log	2.0471	174	1.2038	0.2201	1.2038	1.0972
No log	2.0706	176	0.7066	0.3973	0.7066	0.8406
No log	2.0941	178	0.7056	0.3973	0.7056	0.8400
No log	2.1176	180	0.8881	0.2070	0.8881	0.9424
No log	2.1412	182	0.6386	0.3488	0.6386	0.7991
No log	2.1647	184	0.6324	0.2621	0.6324	0.7952
No log	2.1882	186	0.6690	0.3035	0.6690	0.8179
No log	2.2118	188	0.6028	0.2174	0.6028	0.7764
No log	2.2353	190	0.6143	0.2444	0.6143	0.7838
No log	2.2588	192	0.6014	0.3224	0.6014	0.7755
No log	2.2824	194	0.6457	0.2994	0.6457	0.8035
No log	2.3059	196	0.7480	0.2830	0.7480	0.8649
No log	2.3294	198	0.6306	0.2432	0.6306	0.7941
No log	2.3529	200	0.6454	0.2762	0.6454	0.8034
No log	2.3765	202	0.6429	0.3860	0.6429	0.8018
No log	2.4	204	0.9570	0.2527	0.9570	0.9783
No log	2.4235	206	1.0994	0.2453	1.0994	1.0485
No log	2.4471	208	0.8355	0.2340	0.8355	0.9141
No log	2.4706	210	0.6532	0.3271	0.6532	0.8082
No log	2.4941	212	0.6363	0.4	0.6363	0.7977
No log	2.5176	214	0.8287	0.2069	0.8287	0.9103
No log	2.5412	216	0.8175	0.2069	0.8175	0.9041
No log	2.5647	218	0.8070	0.1786	0.8070	0.8983
No log	2.5882	220	0.6536	0.2475	0.6536	0.8085
No log	2.6118	222	0.5843	0.3898	0.5843	0.7644
No log	2.6353	224	0.7049	0.2727	0.7049	0.8396
No log	2.6588	226	0.7490	0.2727	0.7490	0.8655
No log	2.6824	228	0.6147	0.4098	0.6147	0.7840
No log	2.7059	230	0.9212	0.2062	0.9212	0.9598
No log	2.7294	232	0.8596	0.2066	0.8596	0.9271
No log	2.7529	234	0.6350	0.5025	0.6350	0.7969
No log	2.7765	236	0.9204	0.2066	0.9204	0.9593
No log	2.8	238	0.8770	0.1795	0.8770	0.9365
No log	2.8235	240	0.6049	0.4098	0.6049	0.7777
No log	2.8471	242	0.6089	0.3061	0.6089	0.7803
No log	2.8706	244	0.6108	0.3412	0.6108	0.7815
No log	2.8941	246	0.6448	0.2593	0.6448	0.8030
No log	2.9176	248	0.5832	0.3953	0.5832	0.7637
No log	2.9412	250	0.5961	0.3684	0.5961	0.7721
No log	2.9647	252	0.6839	0.2000	0.6839	0.8270
No log	2.9882	254	0.6284	0.2965	0.6284	0.7927
No log	3.0118	256	0.5629	0.4924	0.5629	0.7503
No log	3.0353	258	0.5454	0.4709	0.5454	0.7385
No log	3.0588	260	0.5803	0.3548	0.5803	0.7618
No log	3.0824	262	0.7623	0.1560	0.7623	0.8731
No log	3.1059	264	0.7255	0.1238	0.7255	0.8517
No log	3.1294	266	0.5013	0.3865	0.5013	0.7080
No log	3.1529	268	0.5711	0.3191	0.5711	0.7557
No log	3.1765	270	0.5615	0.2865	0.5615	0.7493
No log	3.2	272	0.5088	0.2749	0.5088	0.7133
No log	3.2235	274	0.5751	0.2766	0.5751	0.7584
No log	3.2471	276	0.5623	0.3149	0.5623	0.7499
No log	3.2706	278	0.6821	0.2453	0.6821	0.8259
No log	3.2941	280	0.9163	0.1938	0.9163	0.9572
No log	3.3176	282	0.7175	0.2442	0.7175	0.8471
No log	3.3412	284	0.5302	0.4157	0.5302	0.7281
No log	3.3647	286	0.5677	0.3161	0.5677	0.7534
No log	3.3882	288	0.5119	0.4157	0.5119	0.7154
No log	3.4118	290	0.6281	0.3016	0.6281	0.7925
No log	3.4353	292	0.6078	0.3073	0.6078	0.7796
No log	3.4588	294	0.5277	0.3631	0.5277	0.7264
No log	3.4824	296	0.5054	0.4884	0.5054	0.7109
No log	3.5059	298	0.5132	0.4033	0.5132	0.7164
No log	3.5294	300	0.5630	0.3149	0.5630	0.7504
No log	3.5529	302	0.5163	0.3913	0.5163	0.7185
No log	3.5765	304	0.5136	0.4217	0.5136	0.7166
No log	3.6	306	0.5332	0.35	0.5332	0.7302
No log	3.6235	308	0.5333	0.35	0.5333	0.7303
No log	3.6471	310	0.5309	0.3258	0.5309	0.7287
No log	3.6706	312	0.5871	0.2471	0.5871	0.7662
No log	3.6941	314	0.5534	0.2575	0.5534	0.7439
No log	3.7176	316	0.5217	0.2883	0.5217	0.7223
No log	3.7412	318	0.5220	0.2883	0.5220	0.7225
No log	3.7647	320	0.5266	0.2558	0.5266	0.7257
No log	3.7882	322	0.5399	0.3778	0.5399	0.7347
No log	3.8118	324	0.6519	0.2709	0.6519	0.8074
No log	3.8353	326	0.8813	0.2374	0.8813	0.9388
No log	3.8588	328	0.7330	0.2632	0.7330	0.8562
No log	3.8824	330	0.5778	0.4819	0.5778	0.7601
No log	3.9059	332	0.5830	0.3623	0.5830	0.7635
No log	3.9294	334	0.5489	0.4583	0.5489	0.7409
No log	3.9529	336	0.5882	0.3575	0.5882	0.7670
No log	3.9765	338	0.6529	0.3200	0.6529	0.8080
No log	4.0	340	0.5613	0.4709	0.5613	0.7492
No log	4.0235	342	0.5420	0.4667	0.5420	0.7362
No log	4.0471	344	0.5936	0.4171	0.5936	0.7705
No log	4.0706	346	0.5896	0.3803	0.5896	0.7678
No log	4.0941	348	0.6515	0.3514	0.6515	0.8071
No log	4.1176	350	0.6451	0.3333	0.6451	0.8032
No log	4.1412	352	0.6016	0.4393	0.6016	0.7756
No log	4.1647	354	0.5917	0.4393	0.5917	0.7692
No log	4.1882	356	0.6834	0.3982	0.6834	0.8267
No log	4.2118	358	0.6858	0.3761	0.6858	0.8281
No log	4.2353	360	0.6240	0.3744	0.6240	0.7900
No log	4.2588	362	0.5351	0.4824	0.5351	0.7315
No log	4.2824	364	0.5595	0.3089	0.5595	0.7480
No log	4.3059	366	0.5399	0.3882	0.5399	0.7348
No log	4.3294	368	0.5868	0.3990	0.5868	0.7660
No log	4.3529	370	0.7030	0.1845	0.7030	0.8385
No log	4.3765	372	0.6525	0.2850	0.6525	0.8078
No log	4.4	374	0.5470	0.3371	0.5470	0.7396
No log	4.4235	376	0.5086	0.4667	0.5086	0.7132
No log	4.4471	378	0.5091	0.4286	0.5091	0.7135
No log	4.4706	380	0.5253	0.4152	0.5253	0.7248
No log	4.4941	382	0.5736	0.3371	0.5736	0.7574
No log	4.5176	384	0.5260	0.4762	0.5260	0.7252
No log	4.5412	386	0.4952	0.4783	0.4952	0.7037
No log	4.5647	388	0.5013	0.5080	0.5013	0.7080
No log	4.5882	390	0.4747	0.5111	0.4747	0.6890
No log	4.6118	392	0.5164	0.3882	0.5164	0.7186
No log	4.6353	394	0.4856	0.5862	0.4856	0.6969
No log	4.6588	396	0.4678	0.5556	0.4678	0.6840
No log	4.6824	398	0.4698	0.5556	0.4698	0.6854
No log	4.7059	400	0.4981	0.5754	0.4981	0.7058
No log	4.7294	402	0.5116	0.5217	0.5116	0.7153
No log	4.7529	404	0.5480	0.3927	0.5480	0.7403
No log	4.7765	406	0.5739	0.24	0.5739	0.7576
No log	4.8	408	0.5233	0.4583	0.5233	0.7234
No log	4.8235	410	0.4838	0.5556	0.4838	0.6956
No log	4.8471	412	0.5427	0.4286	0.5427	0.7367
No log	4.8706	414	0.5322	0.4518	0.5322	0.7295
No log	4.8941	416	0.4753	0.5307	0.4753	0.6894
No log	4.9176	418	0.4953	0.2766	0.4953	0.7037
No log	4.9412	420	0.5332	0.2967	0.5332	0.7302
No log	4.9647	422	0.4824	0.35	0.4824	0.6946
No log	4.9882	424	0.4663	0.3548	0.4663	0.6829
No log	5.0118	426	0.4661	0.4556	0.4661	0.6827
No log	5.0353	428	0.5227	0.4475	0.5227	0.7230
No log	5.0588	430	0.5020	0.4419	0.5020	0.7085
No log	5.0824	432	0.4638	0.3789	0.4638	0.6810
No log	5.1059	434	0.4793	0.4762	0.4793	0.6923
No log	5.1294	436	0.4726	0.4839	0.4726	0.6875
No log	5.1529	438	0.5045	0.5417	0.5045	0.7102
No log	5.1765	440	0.4969	0.5417	0.4969	0.7049
No log	5.2	442	0.4902	0.4162	0.4902	0.7001
No log	5.2235	444	0.6060	0.2646	0.6060	0.7784
No log	5.2471	446	0.5930	0.3303	0.5930	0.7701
No log	5.2706	448	0.4822	0.4350	0.4822	0.6944
No log	5.2941	450	0.5192	0.3641	0.5192	0.7206
No log	5.3176	452	0.5476	0.3575	0.5476	0.7400
No log	5.3412	454	0.4784	0.5368	0.4784	0.6916
No log	5.3647	456	0.5005	0.4682	0.5005	0.7074
No log	5.3882	458	0.5387	0.2994	0.5387	0.7340
No log	5.4118	460	0.4768	0.5088	0.4768	0.6905
No log	5.4353	462	0.4927	0.4667	0.4927	0.7020
No log	5.4588	464	0.5436	0.3333	0.5436	0.7373
No log	5.4824	466	0.4845	0.4667	0.4845	0.6961
No log	5.5059	468	0.4677	0.5862	0.4677	0.6839
No log	5.5294	470	0.4845	0.4762	0.4845	0.6960
No log	5.5529	472	0.4539	0.5862	0.4539	0.6737
No log	5.5765	474	0.4521	0.4220	0.4521	0.6724
No log	5.6	476	0.4465	0.5556	0.4465	0.6682
No log	5.6235	478	0.4450	0.5706	0.4450	0.6670
No log	5.6471	480	0.4457	0.5556	0.4457	0.6676
No log	5.6706	482	0.4601	0.4762	0.4601	0.6783
No log	5.6941	484	0.4441	0.5556	0.4441	0.6664
No log	5.7176	486	0.4797	0.4607	0.4797	0.6926
No log	5.7412	488	0.5123	0.3684	0.5123	0.7157
No log	5.7647	490	0.4775	0.4725	0.4775	0.6910
No log	5.7882	492	0.4565	0.5706	0.4565	0.6756
No log	5.8118	494	0.5149	0.5464	0.5149	0.7176
No log	5.8353	496	0.5226	0.5464	0.5226	0.7229
No log	5.8588	498	0.4789	0.5892	0.4789	0.6920
0.4287	5.8824	500	0.4659	0.5556	0.4659	0.6826
0.4287	5.9059	502	0.4640	0.6129	0.4640	0.6812
0.4287	5.9294	504	0.4598	0.5745	0.4598	0.6781
0.4287	5.9529	506	0.4592	0.5745	0.4592	0.6777
0.4287	5.9765	508	0.4543	0.5847	0.4543	0.6740
0.4287	6.0	510	0.4592	0.4725	0.4592	0.6776
0.4287	6.0235	512	0.4664	0.4860	0.4664	0.6829
0.4287	6.0471	514	0.4664	0.5745	0.4664	0.6829
0.4287	6.0706	516	0.4801	0.5979	0.4801	0.6929
0.4287	6.0941	518	0.4846	0.5833	0.4846	0.6961
0.4287	6.1176	520	0.4809	0.5745	0.4809	0.6935
0.4287	6.1412	522	0.4838	0.5459	0.4838	0.6956
0.4287	6.1647	524	0.4860	0.5833	0.4860	0.6972
0.4287	6.1882	526	0.4930	0.5368	0.4930	0.7021
0.4287	6.2118	528	0.4819	0.5979	0.4819	0.6942
0.4287	6.2353	530	0.4798	0.5556	0.4798	0.6927
0.4287	6.2588	532	0.4901	0.4860	0.4901	0.7001
0.4287	6.2824	534	0.5272	0.3953	0.5272	0.7261
0.4287	6.3059	536	0.5071	0.4353	0.5071	0.7121
0.4287	6.3294	538	0.4741	0.5556	0.4741	0.6885
0.4287	6.3529	540	0.5105	0.4286	0.5105	0.7145
0.4287	6.3765	542	0.5209	0.4475	0.5209	0.7218
0.4287	6.4	544	0.4791	0.5307	0.4791	0.6922
0.4287	6.4235	546	0.4812	0.5088	0.4812	0.6937
0.4287	6.4471	548	0.5672	0.3369	0.5672	0.7532
0.4287	6.4706	550	0.5970	0.2593	0.5970	0.7727
0.4287	6.4941	552	0.5343	0.3778	0.5343	0.7309
0.4287	6.5176	554	0.4781	0.5706	0.4781	0.6914
0.4287	6.5412	556	0.5119	0.4227	0.5119	0.7155
0.4287	6.5647	558	0.5336	0.4112	0.5336	0.7305
0.4287	6.5882	560	0.4976	0.4725	0.4976	0.7054
0.4287	6.6118	562	0.4753	0.4802	0.4753	0.6894
0.4287	6.6353	564	0.5016	0.4682	0.5016	0.7082
0.4287	6.6588	566	0.5192	0.4012	0.5192	0.7205
0.4287	6.6824	568	0.5059	0.4682	0.5059	0.7113
0.4287	6.7059	570	0.4873	0.4725	0.4873	0.6981
0.4287	6.7294	572	0.4765	0.4802	0.4765	0.6903
0.4287	6.7529	574	0.4807	0.5847	0.4807	0.6934
0.4287	6.7765	576	0.4835	0.5847	0.4835	0.6954
0.4287	6.8	578	0.4783	0.5111	0.4783	0.6916
0.4287	6.8235	580	0.4765	0.4802	0.4765	0.6903
0.4287	6.8471	582	0.4744	0.4802	0.4744	0.6888
0.4287	6.8706	584	0.4641	0.4802	0.4641	0.6813
0.4287	6.8941	586	0.4617	0.5111	0.4617	0.6795
0.4287	6.9176	588	0.4574	0.4802	0.4574	0.6763
0.4287	6.9412	590	0.4547	0.4802	0.4547	0.6743
0.4287	6.9647	592	0.4522	0.5111	0.4522	0.6724
0.4287	6.9882	594	0.4565	0.4943	0.4565	0.6756
0.4287	7.0118	596	0.4758	0.4545	0.4758	0.6898
0.4287	7.0353	598	0.4835	0.4545	0.4835	0.6953
0.4287	7.0588	600	0.4958	0.4682	0.4958	0.7041
0.4287	7.0824	602	0.5379	0.3446	0.5379	0.7334
0.4287	7.1059	604	0.5520	0.3369	0.5520	0.7430
0.4287	7.1294	606	0.5529	0.3369	0.5529	0.7435
0.4287	7.1529	608	0.5089	0.4682	0.5089	0.7134
0.4287	7.1765	610	0.4767	0.5459	0.4767	0.6904
0.4287	7.2	612	0.4725	0.5459	0.4725	0.6874
0.4287	7.2235	614	0.4726	0.5459	0.4726	0.6874
0.4287	7.2471	616	0.4680	0.5459	0.4680	0.6841
0.4287	7.2706	618	0.4645	0.5699	0.4645	0.6816
0.4287	7.2941	620	0.4657	0.5556	0.4657	0.6824
0.4287	7.3176	622	0.4583	0.5410	0.4583	0.6770
0.4287	7.3412	624	0.4539	0.5706	0.4539	0.6737
0.4287	7.3647	626	0.4628	0.4682	0.4628	0.6803
0.4287	7.3882	628	0.4779	0.3882	0.4779	0.6913
0.4287	7.4118	630	0.4634	0.4682	0.4634	0.6808
0.4287	7.4353	632	0.4452	0.5706	0.4452	0.6673
0.4287	7.4588	634	0.4443	0.5847	0.4443	0.6665
0.4287	7.4824	636	0.4447	0.6	0.4447	0.6669
0.4287	7.5059	638	0.4468	0.6	0.4468	0.6685
0.4287	7.5294	640	0.4579	0.5307	0.4579	0.6767
0.4287	7.5529	642	0.4607	0.5307	0.4607	0.6787
0.4287	7.5765	644	0.4594	0.5307	0.4594	0.6778
0.4287	7.6	646	0.4692	0.4545	0.4692	0.6850
0.4287	7.6235	648	0.4690	0.4682	0.4690	0.6848
0.4287	7.6471	650	0.4570	0.5088	0.4570	0.6760
0.4287	7.6706	652	0.4434	0.4943	0.4434	0.6658
0.4287	7.6941	654	0.4377	0.5847	0.4377	0.6616
0.4287	7.7176	656	0.4379	0.5847	0.4379	0.6618
0.4287	7.7412	658	0.4367	0.5847	0.4367	0.6608
0.4287	7.7647	660	0.4385	0.6	0.4385	0.6622
0.4287	7.7882	662	0.4491	0.5706	0.4491	0.6701
0.4287	7.8118	664	0.4525	0.5706	0.4525	0.6727
0.4287	7.8353	666	0.4501	0.5604	0.4501	0.6709
0.4287	7.8588	668	0.4394	0.6	0.4394	0.6629
0.4287	7.8824	670	0.4345	0.6	0.4345	0.6591
0.4287	7.9059	672	0.4449	0.5604	0.4449	0.6670
0.4287	7.9294	674	0.4579	0.5307	0.4579	0.6767
0.4287	7.9529	676	0.4896	0.4824	0.4896	0.6997
0.4287	7.9765	678	0.5179	0.4222	0.5179	0.7196
0.4287	8.0	680	0.5083	0.4222	0.5083	0.7129
0.4287	8.0235	682	0.4749	0.4682	0.4749	0.6891
0.4287	8.0471	684	0.4395	0.5307	0.4395	0.6630
0.4287	8.0706	686	0.4323	0.5706	0.4323	0.6575
0.4287	8.0941	688	0.4290	0.6	0.4290	0.6550
0.4287	8.1176	690	0.4313	0.6	0.4313	0.6567
0.4287	8.1412	692	0.4394	0.5604	0.4394	0.6629
0.4287	8.1647	694	0.4389	0.5892	0.4389	0.6625
0.4287	8.1882	696	0.4430	0.5892	0.4430	0.6656
0.4287	8.2118	698	0.4536	0.5307	0.4536	0.6735
0.4287	8.2353	700	0.4821	0.4682	0.4821	0.6943
0.4287	8.2588	702	0.4987	0.4682	0.4987	0.7062
0.4287	8.2824	704	0.4871	0.4682	0.4871	0.6979
0.4287	8.3059	706	0.4597	0.5307	0.4597	0.6780
0.4287	8.3294	708	0.4534	0.5459	0.4534	0.6734
0.4287	8.3529	710	0.4522	0.5604	0.4522	0.6725
0.4287	8.3765	712	0.4481	0.5604	0.4481	0.6694
0.4287	8.4	714	0.4459	0.5604	0.4459	0.6677
0.4287	8.4235	716	0.4436	0.5604	0.4436	0.6660
0.4287	8.4471	718	0.4381	0.5604	0.4381	0.6619
0.4287	8.4706	720	0.4356	0.5604	0.4356	0.6600
0.4287	8.4941	722	0.4343	0.5604	0.4343	0.6590
0.4287	8.5176	724	0.4328	0.5847	0.4328	0.6579
0.4287	8.5412	726	0.4329	0.5847	0.4329	0.6579
0.4287	8.5647	728	0.4344	0.4860	0.4344	0.6591
0.4287	8.5882	730	0.4388	0.4860	0.4388	0.6625
0.4287	8.6118	732	0.4404	0.4860	0.4404	0.6636
0.4287	8.6353	734	0.4398	0.4860	0.4398	0.6632
0.4287	8.6588	736	0.4431	0.4860	0.4431	0.6657
0.4287	8.6824	738	0.4423	0.4725	0.4423	0.6650
0.4287	8.7059	740	0.4382	0.5745	0.4382	0.6620
0.4287	8.7294	742	0.4370	0.5847	0.4370	0.6611
0.4287	8.7529	744	0.4382	0.5847	0.4382	0.6619
0.4287	8.7765	746	0.4425	0.5745	0.4425	0.6652
0.4287	8.8	748	0.4542	0.4860	0.4542	0.6740
0.4287	8.8235	750	0.4700	0.4860	0.4700	0.6856
0.4287	8.8471	752	0.4756	0.4682	0.4756	0.6897
0.4287	8.8706	754	0.4771	0.4545	0.4771	0.6907
0.4287	8.8941	756	0.4700	0.4860	0.4700	0.6856
0.4287	8.9176	758	0.4582	0.5604	0.4582	0.6769
0.4287	8.9412	760	0.4534	0.5459	0.4534	0.6734
0.4287	8.9647	762	0.4506	0.5745	0.4506	0.6713
0.4287	8.9882	764	0.4503	0.5745	0.4503	0.6710
0.4287	9.0118	766	0.4500	0.5745	0.4500	0.6708
0.4287	9.0353	768	0.4534	0.5604	0.4534	0.6733
0.4287	9.0588	770	0.4630	0.5604	0.4630	0.6804
0.4287	9.0824	772	0.4695	0.5307	0.4695	0.6852
0.4287	9.1059	774	0.4727	0.4682	0.4727	0.6876
0.4287	9.1294	776	0.4734	0.4682	0.4734	0.6880
0.4287	9.1529	778	0.4657	0.4545	0.4657	0.6824
0.4287	9.1765	780	0.4525	0.5604	0.4525	0.6727
0.4287	9.2	782	0.4477	0.5604	0.4477	0.6691
0.4287	9.2235	784	0.4454	0.5604	0.4454	0.6674
0.4287	9.2471	786	0.4426	0.5604	0.4426	0.6653
0.4287	9.2706	788	0.4409	0.5604	0.4409	0.6640
0.4287	9.2941	790	0.4406	0.5604	0.4406	0.6638
0.4287	9.3176	792	0.4426	0.5604	0.4426	0.6653
0.4287	9.3412	794	0.4444	0.5604	0.4444	0.6666
0.4287	9.3647	796	0.4452	0.5604	0.4452	0.6673
0.4287	9.3882	798	0.4444	0.5604	0.4444	0.6667
0.4287	9.4118	800	0.4435	0.5604	0.4435	0.6660
0.4287	9.4353	802	0.4428	0.5556	0.4428	0.6654
0.4287	9.4588	804	0.4420	0.5556	0.4420	0.6648
0.4287	9.4824	806	0.4425	0.5556	0.4425	0.6652
0.4287	9.5059	808	0.4433	0.5556	0.4433	0.6658
0.4287	9.5294	810	0.4438	0.5556	0.4438	0.6662
0.4287	9.5529	812	0.4450	0.5556	0.4450	0.6671
0.4287	9.5765	814	0.4468	0.5556	0.4468	0.6684
0.4287	9.6	816	0.4486	0.5459	0.4486	0.6698
0.4287	9.6235	818	0.4507	0.5307	0.4507	0.6713
0.4287	9.6471	820	0.4544	0.5307	0.4544	0.6741
0.4287	9.6706	822	0.4581	0.5307	0.4581	0.6769
0.4287	9.6941	824	0.4608	0.4545	0.4608	0.6788
0.4287	9.7176	826	0.4625	0.4545	0.4625	0.6800
0.4287	9.7412	828	0.4615	0.5307	0.4615	0.6793
0.4287	9.7647	830	0.4607	0.5307	0.4607	0.6787
0.4287	9.7882	832	0.4598	0.5307	0.4598	0.6781
0.4287	9.8118	834	0.4590	0.5307	0.4590	0.6775
0.4287	9.8353	836	0.4585	0.5307	0.4585	0.6771
0.4287	9.8588	838	0.4578	0.5307	0.4578	0.6766
0.4287	9.8824	840	0.4570	0.5307	0.4570	0.6760
0.4287	9.9059	842	0.4561	0.5307	0.4561	0.6754
0.4287	9.9294	844	0.4555	0.5307	0.4555	0.6749
0.4287	9.9529	846	0.4553	0.5307	0.4553	0.6747
0.4287	9.9765	848	0.4550	0.5307	0.4550	0.6746
0.4287	10.0	850	0.4549	0.5307	0.4549	0.6745

Framework versions

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