ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k14_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: 0.5601
• Qwk: 0.1529
• Mse: 0.5601
• Rmse: 0.7484

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	0.0244	2	3.3096	-0.0350	3.3096	1.8192
No log	0.0488	4	1.7367	-0.0070	1.7367	1.3178
No log	0.0732	6	1.3959	0.0255	1.3959	1.1815
No log	0.0976	8	1.3850	0.0247	1.3850	1.1769
No log	0.1220	10	0.7494	0.2083	0.7494	0.8657
No log	0.1463	12	0.7032	-0.0133	0.7032	0.8386
No log	0.1707	14	0.7607	0.1590	0.7607	0.8722
No log	0.1951	16	0.7535	0.0538	0.7535	0.8681
No log	0.2195	18	0.8111	0.0333	0.8111	0.9006
No log	0.2439	20	0.8240	0.0288	0.8240	0.9077
No log	0.2683	22	0.8210	0.0526	0.8210	0.9061
No log	0.2927	24	0.8672	0.1852	0.8672	0.9312
No log	0.3171	26	0.6879	0.1828	0.6879	0.8294
No log	0.3415	28	0.6596	-0.0732	0.6596	0.8121
No log	0.3659	30	0.8914	-0.1905	0.8914	0.9442
No log	0.3902	32	1.1119	-0.1142	1.1119	1.0545
No log	0.4146	34	1.2923	-0.0763	1.2923	1.1368
No log	0.4390	36	1.4379	0.0	1.4379	1.1991
No log	0.4634	38	1.4880	0.0	1.4880	1.2198
No log	0.4878	40	1.3641	0.0	1.3641	1.1679
No log	0.5122	42	1.2024	0.0	1.2024	1.0965
No log	0.5366	44	1.1531	0.0	1.1531	1.0738
No log	0.5610	46	1.5222	0.0596	1.5222	1.2338
No log	0.5854	48	1.5710	0.0499	1.5710	1.2534
No log	0.6098	50	1.3367	-0.0725	1.3367	1.1562
No log	0.6341	52	0.8373	0.2487	0.8373	0.9150
No log	0.6585	54	0.8506	0.2340	0.8506	0.9223
No log	0.6829	56	1.5637	0.0284	1.5637	1.2505
No log	0.7073	58	2.7756	-0.0070	2.7756	1.6660
No log	0.7317	60	2.2541	0.0389	2.2541	1.5014
No log	0.7561	62	0.9006	0.0852	0.9006	0.9490
No log	0.7805	64	0.6370	0.0933	0.6370	0.7981
No log	0.8049	66	0.5888	0.0303	0.5888	0.7673
No log	0.8293	68	0.7759	0.1556	0.7759	0.8808
No log	0.8537	70	1.8900	0.0324	1.8900	1.3748
No log	0.8780	72	1.8566	0.0497	1.8566	1.3626
No log	0.9024	74	1.5515	0.0307	1.5515	1.2456
No log	0.9268	76	0.9943	0.0798	0.9943	0.9972
No log	0.9512	78	0.9793	0.0175	0.9793	0.9896
No log	0.9756	80	0.8576	0.0222	0.8576	0.9261
No log	1.0	82	0.5467	0.1515	0.5467	0.7394
No log	1.0244	84	0.5450	0.0476	0.5450	0.7383
No log	1.0488	86	0.5637	0.0725	0.5637	0.7508
No log	1.0732	88	0.7948	0.1416	0.7948	0.8915
No log	1.0976	90	0.8048	0.1228	0.8048	0.8971
No log	1.1220	92	1.0180	0.1000	1.0180	1.0090
No log	1.1463	94	0.9654	0.1000	0.9654	0.9826
No log	1.1707	96	0.8268	0.1351	0.8268	0.9093
No log	1.1951	98	0.7816	0.1050	0.7816	0.8841
No log	1.2195	100	0.8276	0.0991	0.8276	0.9097
No log	1.2439	102	0.6310	0.1475	0.6310	0.7943
No log	1.2683	104	0.6650	0.1000	0.6650	0.8155
No log	1.2927	106	0.6168	0.0145	0.6168	0.7854
No log	1.3171	108	0.6417	0.1475	0.6417	0.8011
No log	1.3415	110	0.7702	0.2077	0.7702	0.8776
No log	1.3659	112	0.8045	0.2077	0.8045	0.8970
No log	1.3902	114	0.5635	0.2471	0.5635	0.7507
No log	1.4146	116	1.1109	0.1467	1.1109	1.0540
No log	1.4390	118	1.3039	-0.0933	1.3039	1.1419
No log	1.4634	120	1.0178	0.1429	1.0178	1.0089
No log	1.4878	122	0.6943	0.3394	0.6943	0.8332
No log	1.5122	124	1.8934	0.1274	1.8934	1.3760
No log	1.5366	126	1.9167	0.0835	1.9167	1.3844
No log	1.5610	128	1.0177	0.2072	1.0177	1.0088
No log	1.5854	130	0.5248	0.3661	0.5248	0.7244
No log	1.6098	132	0.7331	0.1619	0.7331	0.8562
No log	1.6341	134	0.6363	0.1515	0.6363	0.7977
No log	1.6585	136	0.5291	0.2099	0.5291	0.7274
No log	1.6829	138	0.6366	0.3439	0.6366	0.7979
No log	1.7073	140	0.9492	0.1111	0.9492	0.9743
No log	1.7317	142	0.9884	0.1111	0.9884	0.9942
No log	1.7561	144	0.6560	0.2323	0.6560	0.8099
No log	1.7805	146	0.5128	0.35	0.5128	0.7161
No log	1.8049	148	0.5406	0.3455	0.5406	0.7352
No log	1.8293	150	0.6087	0.2273	0.6087	0.7802
No log	1.8537	152	0.5487	0.3609	0.5487	0.7408
No log	1.8780	154	0.5443	0.2195	0.5443	0.7378
No log	1.9024	156	0.5764	0.2609	0.5764	0.7592
No log	1.9268	158	0.5629	0.3023	0.5629	0.7502
No log	1.9512	160	0.6008	0.3073	0.6008	0.7751
No log	1.9756	162	0.5853	0.3073	0.5853	0.7650
No log	2.0	164	0.5246	0.2883	0.5246	0.7243
No log	2.0244	166	0.5430	0.4491	0.5430	0.7369
No log	2.0488	168	0.6208	0.3973	0.6208	0.7879
No log	2.0732	170	0.6233	0.4118	0.6233	0.7895
No log	2.0976	172	0.7665	0.1429	0.7665	0.8755
No log	2.1220	174	1.0969	0.1688	1.0969	1.0473
No log	2.1463	176	0.9323	0.1880	0.9323	0.9656
No log	2.1707	178	0.6565	0.3016	0.6565	0.8103
No log	2.1951	180	0.7457	0.2161	0.7457	0.8635
No log	2.2195	182	0.6426	0.2360	0.6426	0.8016
No log	2.2439	184	0.8047	0.1090	0.8047	0.8971
No log	2.2683	186	0.8576	0.2000	0.8576	0.9260
No log	2.2927	188	0.6393	0.1392	0.6393	0.7996
No log	2.3171	190	0.6749	0.2626	0.6749	0.8216
No log	2.3415	192	0.6124	0.2000	0.6124	0.7826
No log	2.3659	194	0.7244	0.1770	0.7244	0.8511
No log	2.3902	196	0.7652	0.1525	0.7652	0.8748
No log	2.4146	198	0.6151	0.2727	0.6151	0.7843
No log	2.4390	200	0.6065	0.3089	0.6065	0.7788
No log	2.4634	202	0.7739	0.2208	0.7739	0.8797
No log	2.4878	204	0.8589	0.1686	0.8589	0.9268
No log	2.5122	206	0.6275	0.3524	0.6275	0.7922
No log	2.5366	208	0.5689	0.3641	0.5689	0.7543
No log	2.5610	210	0.5634	0.3913	0.5634	0.7506
No log	2.5854	212	0.6731	0.3480	0.6731	0.8205
No log	2.6098	214	0.8061	0.2000	0.8061	0.8979
No log	2.6341	216	0.5990	0.3524	0.5990	0.7740
No log	2.6585	218	0.6645	0.2475	0.6645	0.8152
No log	2.6829	220	0.7371	0.24	0.7371	0.8586
No log	2.7073	222	0.5537	0.2941	0.5537	0.7441
No log	2.7317	224	0.5733	0.4098	0.5733	0.7572
No log	2.7561	226	0.5597	0.3089	0.5597	0.7481
No log	2.7805	228	0.6393	0.2637	0.6393	0.7996
No log	2.8049	230	0.5971	0.2893	0.5971	0.7727
No log	2.8293	232	0.6284	0.2676	0.6284	0.7927
No log	2.8537	234	0.6531	0.2793	0.6531	0.8081
No log	2.8780	236	0.5865	0.4802	0.5865	0.7658
No log	2.9024	238	0.7246	0.2143	0.7246	0.8512
No log	2.9268	240	0.6688	0.2523	0.6688	0.8178
No log	2.9512	242	0.6332	0.3171	0.6332	0.7957
No log	2.9756	244	0.7786	0.2143	0.7786	0.8824
No log	3.0	246	0.9425	0.1877	0.9425	0.9708
No log	3.0244	248	0.8129	0.2134	0.8129	0.9016
No log	3.0488	250	0.6485	0.3303	0.6485	0.8053
No log	3.0732	252	0.6583	0.2727	0.6583	0.8113
No log	3.0976	254	0.6241	0.3761	0.6241	0.7900
No log	3.1220	256	0.6825	0.3305	0.6825	0.8261
No log	3.1463	258	0.6481	0.3333	0.6481	0.8050
No log	3.1707	260	0.5474	0.3200	0.5474	0.7399
No log	3.1951	262	0.5196	0.3730	0.5196	0.7208
No log	3.2195	264	0.5185	0.3953	0.5185	0.7201
No log	3.2439	266	0.4989	0.4023	0.4989	0.7063
No log	3.2683	268	0.5439	0.3297	0.5439	0.7375
No log	3.2927	270	0.5888	0.3744	0.5888	0.7673
No log	3.3171	272	0.5651	0.375	0.5651	0.7517
No log	3.3415	274	0.5365	0.3661	0.5365	0.7325
No log	3.3659	276	0.6069	0.3398	0.6069	0.7791
No log	3.3902	278	0.5773	0.3508	0.5773	0.7598
No log	3.4146	280	0.4968	0.2096	0.4968	0.7048
No log	3.4390	282	0.5017	0.2201	0.5017	0.7083
No log	3.4634	284	0.5380	0.1169	0.5380	0.7335
No log	3.4878	286	0.5511	0.1195	0.5511	0.7423
No log	3.5122	288	0.5748	0.1282	0.5748	0.7582
No log	3.5366	290	0.5066	0.1592	0.5066	0.7117
No log	3.5610	292	0.5143	0.1688	0.5143	0.7171
No log	3.5854	294	0.5210	0.2432	0.5210	0.7218
No log	3.6098	296	0.5554	0.2102	0.5554	0.7453
No log	3.6341	298	0.5470	0.2105	0.5470	0.7396
No log	3.6585	300	0.6918	0.2637	0.6918	0.8318
No log	3.6829	302	0.7049	0.1923	0.7049	0.8396
No log	3.7073	304	0.5491	0.2105	0.5491	0.7410
No log	3.7317	306	0.5365	0.2593	0.5365	0.7325
No log	3.7561	308	0.5659	0.2350	0.5659	0.7523
No log	3.7805	310	0.6225	0.2563	0.6225	0.7890
No log	3.8049	312	0.6117	0.2593	0.6117	0.7821
No log	3.8293	314	0.6003	0.1698	0.6003	0.7748
No log	3.8537	316	0.5753	0.1667	0.5753	0.7585
No log	3.8780	318	0.5830	0.1667	0.5830	0.7635
No log	3.9024	320	0.5811	0.0933	0.5811	0.7623
No log	3.9268	322	0.6024	0.1605	0.6024	0.7762
No log	3.9512	324	0.6584	0.1364	0.6584	0.8114
No log	3.9756	326	0.6409	0.1086	0.6409	0.8006
No log	4.0	328	0.7012	0.1269	0.7012	0.8374
No log	4.0244	330	0.6905	0.1832	0.6905	0.8309
No log	4.0488	332	0.7005	0.2893	0.7005	0.8370
No log	4.0732	334	0.6881	0.2088	0.6881	0.8295
No log	4.0976	336	0.7224	0.1841	0.7224	0.8499
No log	4.1220	338	0.8591	0.2510	0.8591	0.9269
No log	4.1463	340	0.7316	0.12	0.7316	0.8553
No log	4.1707	342	0.6240	0.1445	0.6240	0.7900
No log	4.1951	344	0.6351	0.2593	0.6351	0.7969
No log	4.2195	346	0.5832	0.2090	0.5832	0.7637
No log	4.2439	348	0.6040	0.1515	0.6040	0.7772
No log	4.2683	350	0.5923	0.1111	0.5923	0.7696
No log	4.2927	352	0.5547	0.1902	0.5547	0.7448
No log	4.3171	354	0.5493	0.2102	0.5493	0.7412
No log	4.3415	356	0.5513	0.1707	0.5513	0.7425
No log	4.3659	358	0.5578	0.3591	0.5578	0.7468
No log	4.3902	360	0.5767	0.3073	0.5767	0.7594
No log	4.4146	362	0.6871	0.2766	0.6871	0.8289
No log	4.4390	364	0.6431	0.2432	0.6431	0.8019
No log	4.4634	366	0.5686	0.0210	0.5686	0.7540
No log	4.4878	368	0.6493	0.1345	0.6493	0.8058
No log	4.5122	370	0.6505	0.1345	0.6505	0.8065
No log	4.5366	372	0.5499	0.0986	0.5499	0.7416
No log	4.5610	374	0.6094	0.2994	0.6094	0.7807
No log	4.5854	376	0.7177	0.2593	0.7177	0.8472
No log	4.6098	378	0.7007	0.2593	0.7007	0.8371
No log	4.6341	380	0.5531	0.1905	0.5531	0.7437
No log	4.6585	382	0.5784	0.1688	0.5784	0.7606
No log	4.6829	384	0.5956	0.2189	0.5956	0.7718
No log	4.7073	386	0.5489	0.2195	0.5489	0.7409
No log	4.7317	388	0.6433	0.3161	0.6433	0.8020
No log	4.7561	390	0.7136	0.2577	0.7136	0.8447
No log	4.7805	392	0.7281	0.2780	0.7281	0.8533
No log	4.8049	394	0.6277	0.2432	0.6277	0.7923
No log	4.8293	396	0.5395	0.3182	0.5395	0.7345
No log	4.8537	398	0.5759	0.2542	0.5759	0.7589
No log	4.8780	400	0.6007	0.2609	0.6007	0.7750
No log	4.9024	402	0.5445	0.3810	0.5445	0.7379
No log	4.9268	404	0.5393	0.3136	0.5393	0.7344
No log	4.9512	406	0.5417	0.2485	0.5417	0.7360
No log	4.9756	408	0.5511	0.2542	0.5511	0.7423
No log	5.0	410	0.5458	0.2542	0.5458	0.7388
No log	5.0244	412	0.5542	0.3882	0.5542	0.7444
No log	5.0488	414	0.6417	0.2577	0.6417	0.8011
No log	5.0732	416	0.5934	0.2593	0.5934	0.7703
No log	5.0976	418	0.5326	0.2485	0.5326	0.7298
No log	5.1220	420	0.6065	0.3369	0.6065	0.7788
No log	5.1463	422	0.6124	0.3369	0.6124	0.7825
No log	5.1707	424	0.5374	0.2281	0.5374	0.7331
No log	5.1951	426	0.5583	0.4033	0.5583	0.7472
No log	5.2195	428	0.5659	0.3617	0.5659	0.7523
No log	5.2439	430	0.5479	0.2994	0.5479	0.7402
No log	5.2683	432	0.5650	0.2432	0.5650	0.7517
No log	5.2927	434	0.5948	0.3548	0.5948	0.7712
No log	5.3171	436	0.5816	0.3191	0.5816	0.7627
No log	5.3415	438	0.5878	0.3508	0.5878	0.7667
No log	5.3659	440	0.5878	0.3191	0.5878	0.7667
No log	5.3902	442	0.5805	0.2265	0.5805	0.7619
No log	5.4146	444	0.6002	0.3035	0.6002	0.7747
No log	5.4390	446	0.5842	0.3402	0.5842	0.7643
No log	5.4634	448	0.5715	0.2444	0.5715	0.7560
No log	5.4878	450	0.6203	0.3369	0.6203	0.7876
No log	5.5122	452	0.5932	0.3478	0.5932	0.7702
No log	5.5366	454	0.5414	0.25	0.5414	0.7358
No log	5.5610	456	0.5405	0.1373	0.5405	0.7352
No log	5.5854	458	0.5398	0.1373	0.5398	0.7347
No log	5.6098	460	0.5462	0.2109	0.5462	0.7391
No log	5.6341	462	0.5291	0.2970	0.5291	0.7274
No log	5.6585	464	0.5542	0.3371	0.5542	0.7445
No log	5.6829	466	0.5629	0.3371	0.5629	0.7503
No log	5.7073	468	0.5330	0.2749	0.5330	0.7301
No log	5.7317	470	0.5640	0.2542	0.5640	0.7510
No log	5.7561	472	0.5877	0.3333	0.5877	0.7666
No log	5.7805	474	0.5397	0.2663	0.5397	0.7346
No log	5.8049	476	0.5473	0.3149	0.5473	0.7398
No log	5.8293	478	0.6088	0.2842	0.6088	0.7802
No log	5.8537	480	0.5812	0.3478	0.5812	0.7624
No log	5.8780	482	0.5581	0.3149	0.5581	0.7471
No log	5.9024	484	0.5470	0.2914	0.5470	0.7396
No log	5.9268	486	0.5497	0.3023	0.5497	0.7414
No log	5.9512	488	0.5498	0.2281	0.5498	0.7415
No log	5.9756	490	0.5552	0.1392	0.5552	0.7451
No log	6.0	492	0.5678	0.1500	0.5678	0.7535
No log	6.0244	494	0.5630	0.1795	0.5630	0.7503
No log	6.0488	496	0.5707	0.2809	0.5707	0.7554
No log	6.0732	498	0.5984	0.3149	0.5984	0.7735
0.4437	6.0976	500	0.5700	0.3023	0.5700	0.7550
0.4437	6.1220	502	0.5618	0.1698	0.5618	0.7496
0.4437	6.1463	504	0.5807	0.2102	0.5807	0.7620
0.4437	6.1707	506	0.5865	0.2102	0.5865	0.7658
0.4437	6.1951	508	0.5659	0.2883	0.5659	0.7522
0.4437	6.2195	510	0.6253	0.3182	0.6253	0.7907
0.4437	6.2439	512	0.7008	0.1414	0.7008	0.8371
0.4437	6.2683	514	0.6485	0.1915	0.6485	0.8053
0.4437	6.2927	516	0.5669	0.3023	0.5669	0.7529
0.4437	6.3171	518	0.5627	0.1373	0.5627	0.7502
0.4437	6.3415	520	0.5605	0.2000	0.5605	0.7487
0.4437	6.3659	522	0.5583	0.3253	0.5583	0.7472
0.4437	6.3902	524	0.5802	0.2832	0.5802	0.7617
0.4437	6.4146	526	0.6622	0.2542	0.6622	0.8138
0.4437	6.4390	528	0.6947	0.1913	0.6947	0.8335
0.4437	6.4634	530	0.6793	0.1915	0.6793	0.8242
0.4437	6.4878	532	0.6169	0.2273	0.6169	0.7854
0.4437	6.5122	534	0.5688	0.3684	0.5688	0.7542
0.4437	6.5366	536	0.5705	0.3371	0.5705	0.7553
0.4437	6.5610	538	0.5747	0.1445	0.5747	0.7581
0.4437	6.5854	540	0.5604	0.3684	0.5604	0.7486
0.4437	6.6098	542	0.5722	0.3333	0.5722	0.7564
0.4437	6.6341	544	0.6077	0.2626	0.6077	0.7795
0.4437	6.6585	546	0.6065	0.2609	0.6065	0.7788
0.4437	6.6829	548	0.5773	0.2809	0.5773	0.7598
0.4437	6.7073	550	0.5856	0.2809	0.5856	0.7653
0.4437	6.7317	552	0.6106	0.3149	0.6106	0.7814
0.4437	6.7561	554	0.5803	0.3224	0.5803	0.7618
0.4437	6.7805	556	0.5764	0.0452	0.5764	0.7592
0.4437	6.8049	558	0.5782	0.1030	0.5782	0.7604
0.4437	6.8293	560	0.5636	0.2096	0.5636	0.7507
0.4437	6.8537	562	0.5611	0.3446	0.5611	0.7491
0.4437	6.8780	564	0.5936	0.3149	0.5936	0.7704
0.4437	6.9024	566	0.6112	0.3263	0.6112	0.7818
0.4437	6.9268	568	0.5972	0.3369	0.5972	0.7728
0.4437	6.9512	570	0.5645	0.3149	0.5645	0.7513
0.4437	6.9756	572	0.5376	0.3563	0.5376	0.7332
0.4437	7.0	574	0.5329	0.2195	0.5329	0.7300
0.4437	7.0244	576	0.5305	0.1899	0.5305	0.7283
0.4437	7.0488	578	0.5230	0.2096	0.5230	0.7232
0.4437	7.0732	580	0.5421	0.3073	0.5421	0.7363
0.4437	7.0976	582	0.6176	0.2787	0.6176	0.7859
0.4437	7.1220	584	0.6203	0.2787	0.6203	0.7876
0.4437	7.1463	586	0.5686	0.2889	0.5686	0.7540
0.4437	7.1707	588	0.5412	0.3103	0.5412	0.7356
0.4437	7.1951	590	0.5245	0.3103	0.5245	0.7242
0.4437	7.2195	592	0.5076	0.3103	0.5076	0.7124
0.4437	7.2439	594	0.4998	0.2099	0.4998	0.7070
0.4437	7.2683	596	0.4979	0.2911	0.4979	0.7056
0.4437	7.2927	598	0.5058	0.2099	0.5058	0.7112
0.4437	7.3171	600	0.5384	0.3103	0.5384	0.7337
0.4437	7.3415	602	0.5382	0.3103	0.5382	0.7336
0.4437	7.3659	604	0.5137	0.2558	0.5137	0.7168
0.4437	7.3902	606	0.5130	0.2704	0.5130	0.7163
0.4437	7.4146	608	0.5140	0.2970	0.5140	0.7169
0.4437	7.4390	610	0.5182	0.2542	0.5182	0.7198
0.4437	7.4634	612	0.5211	0.2749	0.5211	0.7219
0.4437	7.4878	614	0.5318	0.3073	0.5318	0.7292
0.4437	7.5122	616	0.5544	0.2432	0.5544	0.7446
0.4437	7.5366	618	0.5528	0.2766	0.5528	0.7435
0.4437	7.5610	620	0.5498	0.2670	0.5498	0.7415
0.4437	7.5854	622	0.5395	0.2865	0.5395	0.7345
0.4437	7.6098	624	0.5391	0.3862	0.5391	0.7343
0.4437	7.6341	626	0.5430	0.3862	0.5430	0.7369
0.4437	7.6585	628	0.5522	0.3575	0.5522	0.7431
0.4437	7.6829	630	0.5905	0.2821	0.5905	0.7684
0.4437	7.7073	632	0.6442	0.2340	0.6442	0.8026
0.4437	7.7317	634	0.6379	0.2865	0.6379	0.7987
0.4437	7.7561	636	0.5806	0.2821	0.5806	0.7619
0.4437	7.7805	638	0.5536	0.3591	0.5536	0.7440
0.4437	7.8049	640	0.5566	0.2289	0.5566	0.7461
0.4437	7.8293	642	0.5560	0.2289	0.5560	0.7457
0.4437	7.8537	644	0.5488	0.2000	0.5488	0.7408
0.4437	7.8780	646	0.5493	0.3103	0.5493	0.7411
0.4437	7.9024	648	0.5500	0.3103	0.5500	0.7416
0.4437	7.9268	650	0.5466	0.2093	0.5466	0.7393
0.4437	7.9512	652	0.5553	0.2000	0.5553	0.7452
0.4437	7.9756	654	0.5658	0.2000	0.5658	0.7522
0.4437	8.0	656	0.5578	0.2000	0.5578	0.7469
0.4437	8.0244	658	0.5534	0.1515	0.5534	0.7439
0.4437	8.0488	660	0.5813	0.3182	0.5813	0.7624
0.4437	8.0732	662	0.6151	0.2444	0.6151	0.7843
0.4437	8.0976	664	0.6072	0.2865	0.6072	0.7793
0.4437	8.1220	666	0.5786	0.3182	0.5786	0.7606
0.4437	8.1463	668	0.5587	0.1617	0.5587	0.7474
0.4437	8.1707	670	0.5710	0.2000	0.5710	0.7556
0.4437	8.1951	672	0.6047	0.1325	0.6047	0.7776
0.4437	8.2195	674	0.6152	0.2707	0.6152	0.7844
0.4437	8.2439	676	0.5948	0.1707	0.5948	0.7713
0.4437	8.2683	678	0.5667	0.2000	0.5667	0.7528
0.4437	8.2927	680	0.5630	0.1529	0.5630	0.7503
0.4437	8.3171	682	0.5684	0.2865	0.5684	0.7539
0.4437	8.3415	684	0.5762	0.3118	0.5762	0.7591
0.4437	8.3659	686	0.5741	0.3118	0.5741	0.7577
0.4437	8.3902	688	0.5675	0.2000	0.5675	0.7533
0.4437	8.4146	690	0.5638	0.2093	0.5638	0.7509
0.4437	8.4390	692	0.5718	0.2393	0.5718	0.7562
0.4437	8.4634	694	0.5718	0.2393	0.5718	0.7562
0.4437	8.4878	696	0.5676	0.1617	0.5676	0.7534
0.4437	8.5122	698	0.5725	0.1364	0.5725	0.7567
0.4437	8.5366	700	0.5815	0.2787	0.5815	0.7626
0.4437	8.5610	702	0.5853	0.2787	0.5853	0.7650
0.4437	8.5854	704	0.5841	0.2787	0.5841	0.7642
0.4437	8.6098	706	0.5811	0.2000	0.5811	0.7623
0.4437	8.6341	708	0.5801	0.2000	0.5801	0.7616
0.4437	8.6585	710	0.5746	0.1445	0.5746	0.7580
0.4437	8.6829	712	0.5795	0.1807	0.5795	0.7612
0.4437	8.7073	714	0.5971	0.2093	0.5971	0.7727
0.4437	8.7317	716	0.6026	0.1716	0.6026	0.7763
0.4437	8.7561	718	0.5998	0.1716	0.5998	0.7744
0.4437	8.7805	720	0.5840	0.2611	0.5840	0.7642
0.4437	8.8049	722	0.5765	0.1716	0.5765	0.7593
0.4437	8.8293	724	0.5734	0.1138	0.5734	0.7572
0.4437	8.8537	726	0.5713	0.1138	0.5713	0.7558
0.4437	8.8780	728	0.5696	0.1364	0.5696	0.7547
0.4437	8.9024	730	0.5693	0.1364	0.5693	0.7545
0.4437	8.9268	732	0.5679	0.1364	0.5679	0.7536
0.4437	8.9512	734	0.5664	0.1285	0.5664	0.7526
0.4437	8.9756	736	0.5647	0.1285	0.5647	0.7514
0.4437	9.0	738	0.5662	0.1163	0.5662	0.7525
0.4437	9.0244	740	0.5690	0.1163	0.5690	0.7543
0.4437	9.0488	742	0.5678	0.1163	0.5678	0.7535
0.4437	9.0732	744	0.5650	0.1163	0.5650	0.7516
0.4437	9.0976	746	0.5626	0.1364	0.5626	0.7501
0.4437	9.1220	748	0.5631	0.0983	0.5631	0.7504
0.4437	9.1463	750	0.5638	0.0983	0.5638	0.7509
0.4437	9.1707	752	0.5647	0.1138	0.5647	0.7515
0.4437	9.1951	754	0.5668	0.1304	0.5668	0.7529
0.4437	9.2195	756	0.5664	0.1304	0.5664	0.7526
0.4437	9.2439	758	0.5651	0.0983	0.5651	0.7517
0.4437	9.2683	760	0.5655	0.0983	0.5655	0.7520
0.4437	9.2927	762	0.5664	0.1364	0.5664	0.7526
0.4437	9.3171	764	0.5663	0.1364	0.5663	0.7525
0.4437	9.3415	766	0.5672	0.1285	0.5672	0.7531
0.4437	9.3659	768	0.5720	0.1243	0.5720	0.7563
0.4437	9.3902	770	0.5801	0.2000	0.5801	0.7616
0.4437	9.4146	772	0.5827	0.3478	0.5827	0.7634
0.4437	9.4390	774	0.5788	0.2000	0.5788	0.7608
0.4437	9.4634	776	0.5710	0.2093	0.5710	0.7556
0.4437	9.4878	778	0.5657	0.1264	0.5657	0.7521
0.4437	9.5122	780	0.5632	0.1285	0.5632	0.7505
0.4437	9.5366	782	0.5629	0.1364	0.5629	0.7502
0.4437	9.5610	784	0.5638	0.1529	0.5638	0.7509
0.4437	9.5854	786	0.5653	0.1220	0.5653	0.7519
0.4437	9.6098	788	0.5658	0.1220	0.5658	0.7522
0.4437	9.6341	790	0.5658	0.1220	0.5658	0.7522
0.4437	9.6585	792	0.5656	0.1220	0.5656	0.7521
0.4437	9.6829	794	0.5651	0.1220	0.5651	0.7518
0.4437	9.7073	796	0.5644	0.1617	0.5644	0.7512
0.4437	9.7317	798	0.5635	0.1617	0.5635	0.7507
0.4437	9.7561	800	0.5628	0.1529	0.5628	0.7502
0.4437	9.7805	802	0.5620	0.1445	0.5620	0.7496
0.4437	9.8049	804	0.5615	0.1445	0.5615	0.7493
0.4437	9.8293	806	0.5610	0.1445	0.5610	0.7490
0.4437	9.8537	808	0.5606	0.1445	0.5606	0.7487
0.4437	9.8780	810	0.5603	0.1445	0.5603	0.7486
0.4437	9.9024	812	0.5602	0.1445	0.5602	0.7485
0.4437	9.9268	814	0.5602	0.1445	0.5602	0.7485
0.4437	9.9512	816	0.5602	0.1529	0.5602	0.7485
0.4437	9.9756	818	0.5601	0.1529	0.5601	0.7484
0.4437	10.0	820	0.5601	0.1529	0.5601	0.7484

Framework versions

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