ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task7_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: 0.6497
• Qwk: 0.3545
• Mse: 0.6497
• Rmse: 0.8060

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	0.0282	2	2.7710	-0.0702	2.7710	1.6646
No log	0.0563	4	1.3876	0.0503	1.3876	1.1780
No log	0.0845	6	0.8817	0.0101	0.8817	0.9390
No log	0.1127	8	0.7742	0.1686	0.7742	0.8799
No log	0.1408	10	0.7927	0.2096	0.7927	0.8903
No log	0.1690	12	0.9382	0.2886	0.9382	0.9686
No log	0.1972	14	0.7763	0.0930	0.7763	0.8811
No log	0.2254	16	0.7906	0.1228	0.7906	0.8892
No log	0.2535	18	0.7851	0.1184	0.7851	0.8861
No log	0.2817	20	0.8132	0.2243	0.8132	0.9018
No log	0.3099	22	0.8020	0.1550	0.8020	0.8955
No log	0.3380	24	0.8045	0.1903	0.8045	0.8969
No log	0.3662	26	0.8203	0.2063	0.8203	0.9057
No log	0.3944	28	0.9245	0.1692	0.9245	0.9615
No log	0.4225	30	0.9320	0.1734	0.9320	0.9654
No log	0.4507	32	0.7528	0.1550	0.7528	0.8676
No log	0.4789	34	0.7395	0.0410	0.7395	0.8599
No log	0.5070	36	0.7298	0.1184	0.7298	0.8543
No log	0.5352	38	0.7239	0.1790	0.7239	0.8508
No log	0.5634	40	0.7600	0.1700	0.7600	0.8718
No log	0.5915	42	0.7695	0.1700	0.7695	0.8772
No log	0.6197	44	0.8332	0.2673	0.8332	0.9128
No log	0.6479	46	0.8445	0.1661	0.8445	0.9189
No log	0.6761	48	0.8337	0.1925	0.8337	0.9131
No log	0.7042	50	0.7242	0.2345	0.7242	0.8510
No log	0.7324	52	0.9515	0.1452	0.9515	0.9755
No log	0.7606	54	1.1017	0.0302	1.1017	1.0496
No log	0.7887	56	1.0255	0.0149	1.0255	1.0127
No log	0.8169	58	1.1042	-0.1146	1.1042	1.0508
No log	0.8451	60	1.2677	-0.1401	1.2677	1.1259
No log	0.8732	62	1.1146	-0.0242	1.1146	1.0557
No log	0.9014	64	0.9974	0.1214	0.9974	0.9987
No log	0.9296	66	0.9255	0.1368	0.9255	0.9620
No log	0.9577	68	1.0235	0.1737	1.0235	1.0117
No log	0.9859	70	1.0129	0.1747	1.0129	1.0064
No log	1.0141	72	1.0053	0.2211	1.0053	1.0027
No log	1.0423	74	0.9166	0.0418	0.9166	0.9574
No log	1.0704	76	0.9683	0.0353	0.9683	0.9840
No log	1.0986	78	0.9580	0.0138	0.9580	0.9788
No log	1.1268	80	1.1025	0.2002	1.1025	1.0500
No log	1.1549	82	1.0367	0.2156	1.0367	1.0182
No log	1.1831	84	1.0162	0.2342	1.0162	1.0081
No log	1.2113	86	0.9653	0.2696	0.9653	0.9825
No log	1.2394	88	0.8752	0.0434	0.8752	0.9355
No log	1.2676	90	0.8817	0.0818	0.8817	0.9390
No log	1.2958	92	0.8107	0.3078	0.8107	0.9004
No log	1.3239	94	0.9180	0.2416	0.9180	0.9581
No log	1.3521	96	0.8966	0.2934	0.8966	0.9469
No log	1.3803	98	0.7821	0.2077	0.7821	0.8844
No log	1.4085	100	0.7469	0.2847	0.7469	0.8642
No log	1.4366	102	0.7325	0.2780	0.7325	0.8558
No log	1.4648	104	0.7746	0.2204	0.7746	0.8801
No log	1.4930	106	0.9374	0.3019	0.9374	0.9682
No log	1.5211	108	1.0469	0.2687	1.0469	1.0232
No log	1.5493	110	0.9814	0.2730	0.9814	0.9907
No log	1.5775	112	0.7952	0.2839	0.7952	0.8918
No log	1.6056	114	0.7218	0.2815	0.7218	0.8496
No log	1.6338	116	0.7617	0.1494	0.7617	0.8728
No log	1.6620	118	0.7454	0.3331	0.7454	0.8634
No log	1.6901	120	0.7072	0.3434	0.7072	0.8409
No log	1.7183	122	0.7899	0.3914	0.7899	0.8887
No log	1.7465	124	0.8843	0.3760	0.8843	0.9404
No log	1.7746	126	0.8109	0.3586	0.8109	0.9005
No log	1.8028	128	0.6954	0.4206	0.6954	0.8339
No log	1.8310	130	0.6686	0.3675	0.6686	0.8177
No log	1.8592	132	0.7110	0.2784	0.7110	0.8432
No log	1.8873	134	0.8791	0.3256	0.8791	0.9376
No log	1.9155	136	1.0133	0.3269	1.0133	1.0066
No log	1.9437	138	0.9498	0.2934	0.9498	0.9746
No log	1.9718	140	0.8633	0.2670	0.8633	0.9291
No log	2.0	142	0.7629	0.2414	0.7629	0.8735
No log	2.0282	144	0.7642	0.2605	0.7642	0.8742
No log	2.0563	146	0.7557	0.2605	0.7557	0.8693
No log	2.0845	148	0.7452	0.2605	0.7452	0.8633
No log	2.1127	150	0.7035	0.2746	0.7035	0.8387
No log	2.1408	152	0.7053	0.2741	0.7053	0.8398
No log	2.1690	154	0.7109	0.2833	0.7109	0.8432
No log	2.1972	156	0.6679	0.3435	0.6679	0.8173
No log	2.2254	158	0.6644	0.3380	0.6644	0.8151
No log	2.2535	160	0.6834	0.2621	0.6834	0.8267
No log	2.2817	162	0.6763	0.3293	0.6763	0.8224
No log	2.3099	164	0.7091	0.3079	0.7091	0.8421
No log	2.3380	166	0.6835	0.3628	0.6835	0.8267
No log	2.3662	168	0.7126	0.2204	0.7126	0.8441
No log	2.3944	170	0.7068	0.2475	0.7068	0.8407
No log	2.4225	172	0.7199	0.3482	0.7199	0.8484
No log	2.4507	174	0.7919	0.3544	0.7919	0.8899
No log	2.4789	176	1.0263	0.2872	1.0263	1.0131
No log	2.5070	178	1.1614	0.3155	1.1614	1.0777
No log	2.5352	180	1.0287	0.2881	1.0287	1.0143
No log	2.5634	182	0.8000	0.3866	0.8000	0.8944
No log	2.5915	184	0.7677	0.2740	0.7677	0.8762
No log	2.6197	186	0.7841	0.2685	0.7841	0.8855
No log	2.6479	188	0.7688	0.2798	0.7688	0.8768
No log	2.6761	190	0.8213	0.2968	0.8213	0.9063
No log	2.7042	192	0.8178	0.2968	0.8178	0.9043
No log	2.7324	194	0.7970	0.3842	0.7970	0.8928
No log	2.7606	196	0.7911	0.3842	0.7911	0.8894
No log	2.7887	198	0.7890	0.3910	0.7890	0.8883
No log	2.8169	200	0.7900	0.3793	0.7900	0.8888
No log	2.8451	202	0.7835	0.3594	0.7835	0.8852
No log	2.8732	204	0.8154	0.3092	0.8154	0.9030
No log	2.9014	206	0.7710	0.2926	0.7710	0.8781
No log	2.9296	208	0.7597	0.2926	0.7597	0.8716
No log	2.9577	210	0.7266	0.3525	0.7266	0.8524
No log	2.9859	212	0.6901	0.3578	0.6901	0.8308
No log	3.0141	214	0.6784	0.3724	0.6784	0.8237
No log	3.0423	216	0.6650	0.3680	0.6650	0.8155
No log	3.0704	218	0.6512	0.4256	0.6512	0.8070
No log	3.0986	220	0.6402	0.4236	0.6402	0.8001
No log	3.1268	222	0.6438	0.3927	0.6438	0.8024
No log	3.1549	224	0.6700	0.4655	0.6700	0.8185
No log	3.1831	226	0.7553	0.4279	0.7553	0.8691
No log	3.2113	228	0.8655	0.3279	0.8655	0.9303
No log	3.2394	230	0.8423	0.3067	0.8423	0.9178
No log	3.2676	232	0.7285	0.4708	0.7285	0.8535
No log	3.2958	234	0.6401	0.5044	0.6401	0.8001
No log	3.3239	236	0.6580	0.4210	0.6580	0.8112
No log	3.3521	238	0.7383	0.4289	0.7383	0.8592
No log	3.3803	240	0.7028	0.4289	0.7028	0.8383
No log	3.4085	242	0.6103	0.4423	0.6103	0.7812
No log	3.4366	244	0.6643	0.3746	0.6643	0.8151
No log	3.4648	246	0.6751	0.3746	0.6751	0.8217
No log	3.4930	248	0.6659	0.3746	0.6659	0.8161
No log	3.5211	250	0.6373	0.3931	0.6373	0.7983
No log	3.5493	252	0.6631	0.4007	0.6631	0.8143
No log	3.5775	254	0.6318	0.4125	0.6318	0.7949
No log	3.6056	256	0.6515	0.3688	0.6515	0.8071
No log	3.6338	258	0.7186	0.3480	0.7186	0.8477
No log	3.6620	260	0.7903	0.3623	0.7903	0.8890
No log	3.6901	262	0.7127	0.3243	0.7127	0.8442
No log	3.7183	264	0.6129	0.3945	0.6129	0.7828
No log	3.7465	266	0.6850	0.4375	0.6850	0.8276
No log	3.7746	268	0.7710	0.3417	0.7710	0.8781
No log	3.8028	270	0.7881	0.3193	0.7881	0.8877
No log	3.8310	272	0.6599	0.4694	0.6599	0.8123
No log	3.8592	274	0.6238	0.3816	0.6238	0.7898
No log	3.8873	276	0.6388	0.3793	0.6388	0.7992
No log	3.9155	278	0.6121	0.4697	0.6121	0.7824
No log	3.9437	280	0.6709	0.4969	0.6709	0.8191
No log	3.9718	282	0.6595	0.4969	0.6595	0.8121
No log	4.0	284	0.6147	0.4458	0.6147	0.7840
No log	4.0282	286	0.7334	0.3824	0.7334	0.8564
No log	4.0563	288	0.7478	0.3760	0.7478	0.8647
No log	4.0845	290	0.6439	0.3867	0.6439	0.8025
No log	4.1127	292	0.6045	0.4300	0.6045	0.7775
No log	4.1408	294	0.6248	0.4020	0.6248	0.7905
No log	4.1690	296	0.6565	0.3737	0.6565	0.8103
No log	4.1972	298	0.7083	0.3544	0.7083	0.8416
No log	4.2254	300	0.6989	0.3609	0.6989	0.8360
No log	4.2535	302	0.6870	0.3609	0.6870	0.8289
No log	4.2817	304	0.6540	0.4302	0.6540	0.8087
No log	4.3099	306	0.6362	0.4342	0.6362	0.7976
No log	4.3380	308	0.6364	0.4342	0.6364	0.7977
No log	4.3662	310	0.6854	0.4212	0.6854	0.8279
No log	4.3944	312	0.7857	0.3760	0.7857	0.8864
No log	4.4225	314	0.7420	0.3604	0.7420	0.8614
No log	4.4507	316	0.6222	0.3665	0.6222	0.7888
No log	4.4789	318	0.6003	0.4990	0.6003	0.7748
No log	4.5070	320	0.6117	0.4028	0.6117	0.7821
No log	4.5352	322	0.6066	0.4486	0.6066	0.7789
No log	4.5634	324	0.6004	0.5227	0.6004	0.7749
No log	4.5915	326	0.6121	0.4908	0.6121	0.7824
No log	4.6197	328	0.6128	0.5153	0.6128	0.7828
No log	4.6479	330	0.6054	0.4653	0.6054	0.7781
No log	4.6761	332	0.6002	0.4990	0.6002	0.7747
No log	4.7042	334	0.6021	0.4634	0.6021	0.7760
No log	4.7324	336	0.6023	0.4809	0.6023	0.7760
No log	4.7606	338	0.6058	0.4295	0.6058	0.7783
No log	4.7887	340	0.6066	0.4149	0.6066	0.7788
No log	4.8169	342	0.6084	0.4189	0.6084	0.7800
No log	4.8451	344	0.5900	0.4874	0.5900	0.7681
No log	4.8732	346	0.6174	0.4493	0.6174	0.7857
No log	4.9014	348	0.5984	0.5159	0.5984	0.7736
No log	4.9296	350	0.5946	0.4762	0.5946	0.7711
No log	4.9577	352	0.6070	0.4876	0.6070	0.7791
No log	4.9859	354	0.6091	0.4444	0.6091	0.7805
No log	5.0141	356	0.6208	0.3937	0.6208	0.7879
No log	5.0423	358	0.6672	0.3688	0.6672	0.8168
No log	5.0704	360	0.6496	0.3688	0.6496	0.8060
No log	5.0986	362	0.6059	0.4278	0.6059	0.7784
No log	5.1268	364	0.6073	0.4874	0.6073	0.7793
No log	5.1549	366	0.6090	0.4328	0.6090	0.7804
No log	5.1831	368	0.6374	0.4901	0.6374	0.7983
No log	5.2113	370	0.6352	0.4692	0.6352	0.7970
No log	5.2394	372	0.6223	0.4958	0.6223	0.7889
No log	5.2676	374	0.6399	0.4478	0.6399	0.7999
No log	5.2958	376	0.6640	0.4336	0.6640	0.8149
No log	5.3239	378	0.6883	0.4315	0.6883	0.8297
No log	5.3521	380	0.6367	0.4314	0.6367	0.7979
No log	5.3803	382	0.6050	0.4820	0.6050	0.7778
No log	5.4085	384	0.6261	0.5009	0.6261	0.7912
No log	5.4366	386	0.6165	0.5079	0.6165	0.7852
No log	5.4648	388	0.6211	0.3945	0.6211	0.7881
No log	5.4930	390	0.6903	0.3127	0.6903	0.8309
No log	5.5211	392	0.7719	0.4051	0.7719	0.8786
No log	5.5493	394	0.7523	0.4051	0.7523	0.8673
No log	5.5775	396	0.6627	0.3615	0.6627	0.8140
No log	5.6056	398	0.6212	0.4229	0.6212	0.7882
No log	5.6338	400	0.6187	0.4114	0.6187	0.7866
No log	5.6620	402	0.6306	0.4455	0.6306	0.7941
No log	5.6901	404	0.6313	0.4576	0.6313	0.7945
No log	5.7183	406	0.6271	0.4576	0.6271	0.7919
No log	5.7465	408	0.6067	0.4229	0.6067	0.7789
No log	5.7746	410	0.5962	0.4229	0.5962	0.7722
No log	5.8028	412	0.5908	0.4742	0.5908	0.7686
No log	5.8310	414	0.5964	0.4678	0.5964	0.7723
No log	5.8592	416	0.5975	0.4904	0.5975	0.7730
No log	5.8873	418	0.6317	0.4726	0.6317	0.7948
No log	5.9155	420	0.7342	0.4093	0.7342	0.8568
No log	5.9437	422	0.7642	0.3781	0.7642	0.8742
No log	5.9718	424	0.6595	0.4582	0.6595	0.8121
No log	6.0	426	0.6318	0.4257	0.6318	0.7949
No log	6.0282	428	0.6219	0.4569	0.6219	0.7886
No log	6.0563	430	0.6134	0.4569	0.6134	0.7832
No log	6.0845	432	0.6150	0.3728	0.6150	0.7842
No log	6.1127	434	0.6027	0.4338	0.6027	0.7763
No log	6.1408	436	0.5993	0.4613	0.5993	0.7741
No log	6.1690	438	0.5951	0.4809	0.5951	0.7714
No log	6.1972	440	0.5959	0.4809	0.5959	0.7719
No log	6.2254	442	0.5941	0.4742	0.5941	0.7708
No log	6.2535	444	0.5893	0.4615	0.5893	0.7676
No log	6.2817	446	0.5956	0.4575	0.5956	0.7717
No log	6.3099	448	0.5832	0.4635	0.5832	0.7637
No log	6.3380	450	0.5757	0.4742	0.5757	0.7588
No log	6.3662	452	0.5889	0.4613	0.5889	0.7674
No log	6.3944	454	0.6067	0.4013	0.6067	0.7789
No log	6.4225	456	0.5996	0.4475	0.5996	0.7743
No log	6.4507	458	0.5969	0.4788	0.5969	0.7726
No log	6.4789	460	0.6008	0.4722	0.6008	0.7751
No log	6.5070	462	0.6041	0.4722	0.6041	0.7773
No log	6.5352	464	0.6277	0.4201	0.6277	0.7923
No log	6.5634	466	0.6437	0.4201	0.6437	0.8023
No log	6.5915	468	0.6349	0.4201	0.6349	0.7968
No log	6.6197	470	0.5888	0.4701	0.5888	0.7673
No log	6.6479	472	0.5805	0.5479	0.5805	0.7619
No log	6.6761	474	0.5768	0.5406	0.5768	0.7595
No log	6.7042	476	0.5612	0.4776	0.5612	0.7491
No log	6.7324	478	0.5781	0.4681	0.5781	0.7603
No log	6.7606	480	0.6028	0.4555	0.6028	0.7764
No log	6.7887	482	0.5900	0.4660	0.5900	0.7681
No log	6.8169	484	0.6010	0.4966	0.6010	0.7752
No log	6.8451	486	0.6256	0.4587	0.6256	0.7909
No log	6.8732	488	0.5933	0.4624	0.5933	0.7703
No log	6.9014	490	0.5663	0.4923	0.5663	0.7525
No log	6.9296	492	0.5656	0.4858	0.5656	0.7520
No log	6.9577	494	0.5707	0.4575	0.5707	0.7555
No log	6.9859	496	0.6299	0.3723	0.6299	0.7937
No log	7.0141	498	0.7001	0.3869	0.7001	0.8367
0.3403	7.0423	500	0.7450	0.3799	0.7450	0.8631
0.3403	7.0704	502	0.7138	0.3699	0.7138	0.8449
0.3403	7.0986	504	0.6651	0.3471	0.6651	0.8155
0.3403	7.1268	506	0.6554	0.3471	0.6554	0.8095
0.3403	7.1549	508	0.6289	0.3471	0.6289	0.7930
0.3403	7.1831	510	0.6121	0.4459	0.6121	0.7823
0.3403	7.2113	512	0.6116	0.4660	0.6116	0.7821
0.3403	7.2394	514	0.6274	0.4413	0.6274	0.7921
0.3403	7.2676	516	0.6593	0.3985	0.6593	0.8119
0.3403	7.2958	518	0.6379	0.3985	0.6379	0.7987
0.3403	7.3239	520	0.5893	0.5232	0.5893	0.7677
0.3403	7.3521	522	0.5740	0.4991	0.5740	0.7576
0.3403	7.3803	524	0.6056	0.4548	0.6056	0.7782
0.3403	7.4085	526	0.6047	0.4782	0.6047	0.7776
0.3403	7.4366	528	0.5903	0.4595	0.5903	0.7683
0.3403	7.4648	530	0.5909	0.4380	0.5909	0.7687
0.3403	7.4930	532	0.5862	0.4194	0.5862	0.7656
0.3403	7.5211	534	0.5809	0.4171	0.5809	0.7621
0.3403	7.5493	536	0.5816	0.4482	0.5816	0.7627
0.3403	7.5775	538	0.5819	0.4257	0.5819	0.7628
0.3403	7.6056	540	0.5637	0.4201	0.5637	0.7508
0.3403	7.6338	542	0.5592	0.5397	0.5592	0.7478
0.3403	7.6620	544	0.5997	0.4997	0.5997	0.7744
0.3403	7.6901	546	0.6295	0.5161	0.6295	0.7934
0.3403	7.7183	548	0.5899	0.5483	0.5899	0.7680
0.3403	7.7465	550	0.5535	0.4638	0.5535	0.7440
0.3403	7.7746	552	0.5479	0.4543	0.5479	0.7402
0.3403	7.8028	554	0.5485	0.4562	0.5485	0.7406
0.3403	7.8310	556	0.5652	0.5554	0.5652	0.7518
0.3403	7.8592	558	0.5861	0.5554	0.5861	0.7656
0.3403	7.8873	560	0.5816	0.5335	0.5816	0.7626
0.3403	7.9155	562	0.5726	0.4963	0.5726	0.7567
0.3403	7.9437	564	0.5586	0.4904	0.5586	0.7474
0.3403	7.9718	566	0.5681	0.5177	0.5681	0.7537
0.3403	8.0	568	0.5671	0.5042	0.5671	0.7531
0.3403	8.0282	570	0.5727	0.5574	0.5727	0.7567
0.3403	8.0563	572	0.6342	0.4451	0.6342	0.7964
0.3403	8.0845	574	0.6731	0.3640	0.6731	0.8204
0.3403	8.1127	576	0.6276	0.4204	0.6276	0.7922
0.3403	8.1408	578	0.5686	0.5424	0.5686	0.7541
0.3403	8.1690	580	0.5937	0.3891	0.5937	0.7705
0.3403	8.1972	582	0.6725	0.4666	0.6725	0.8201
0.3403	8.2254	584	0.6368	0.4808	0.6368	0.7980
0.3403	8.2535	586	0.5515	0.4375	0.5515	0.7426
0.3403	8.2817	588	0.5636	0.5195	0.5636	0.7507
0.3403	8.3099	590	0.6076	0.4713	0.6076	0.7795
0.3403	8.3380	592	0.6106	0.4949	0.6106	0.7814
0.3403	8.3662	594	0.5730	0.5195	0.5730	0.7570
0.3403	8.3944	596	0.5674	0.4194	0.5674	0.7532
0.3403	8.4225	598	0.5981	0.4186	0.5981	0.7734
0.3403	8.4507	600	0.6102	0.3793	0.6102	0.7812
0.3403	8.4789	602	0.6062	0.3793	0.6062	0.7786
0.3403	8.5070	604	0.5855	0.4809	0.5855	0.7652
0.3403	8.5352	606	0.5922	0.4406	0.5922	0.7696
0.3403	8.5634	608	0.5972	0.4215	0.5972	0.7728
0.3403	8.5915	610	0.5889	0.4527	0.5889	0.7674
0.3403	8.6197	612	0.6017	0.3945	0.6017	0.7757
0.3403	8.6479	614	0.6402	0.3572	0.6402	0.8001
0.3403	8.6761	616	0.6373	0.3572	0.6373	0.7983
0.3403	8.7042	618	0.6044	0.4314	0.6044	0.7775
0.3403	8.7324	620	0.5993	0.4857	0.5993	0.7741
0.3403	8.7606	622	0.5989	0.5114	0.5989	0.7739
0.3403	8.7887	624	0.5993	0.4857	0.5993	0.7741
0.3403	8.8169	626	0.5965	0.5114	0.5965	0.7723
0.3403	8.8451	628	0.5946	0.4857	0.5946	0.7711
0.3403	8.8732	630	0.5978	0.4504	0.5978	0.7731
0.3403	8.9014	632	0.6022	0.4857	0.6022	0.7760
0.3403	8.9296	634	0.6118	0.5042	0.6118	0.7822
0.3403	8.9577	636	0.6206	0.4591	0.6206	0.7878
0.3403	8.9859	638	0.6305	0.4027	0.6305	0.7940
0.3403	9.0141	640	0.6363	0.3970	0.6363	0.7977
0.3403	9.0423	642	0.6400	0.3651	0.6400	0.8000
0.3403	9.0704	644	0.6396	0.3915	0.6396	0.7997
0.3403	9.0986	646	0.6571	0.3919	0.6571	0.8106
0.3403	9.1268	648	0.6796	0.3099	0.6796	0.8244
0.3403	9.1549	650	0.6742	0.3127	0.6742	0.8211
0.3403	9.1831	652	0.6598	0.3990	0.6598	0.8123
0.3403	9.2113	654	0.6447	0.3837	0.6447	0.8029
0.3403	9.2394	656	0.6468	0.4904	0.6468	0.8043
0.3403	9.2676	658	0.6467	0.3861	0.6467	0.8042
0.3403	9.2958	660	0.6950	0.3798	0.6950	0.8337
0.3403	9.3239	662	0.8055	0.3522	0.8055	0.8975
0.3403	9.3521	664	0.8379	0.4021	0.8379	0.9154
0.3403	9.3803	666	0.7489	0.4114	0.7489	0.8654
0.3403	9.4085	668	0.6439	0.4147	0.6439	0.8024
0.3403	9.4366	670	0.6279	0.4659	0.6279	0.7924
0.3403	9.4648	672	0.6570	0.4536	0.6570	0.8105
0.3403	9.4930	674	0.6791	0.4355	0.6791	0.8241
0.3403	9.5211	676	0.6537	0.4770	0.6537	0.8085
0.3403	9.5493	678	0.6182	0.4581	0.6182	0.7862
0.3403	9.5775	680	0.6035	0.4910	0.6035	0.7768
0.3403	9.6056	682	0.5883	0.5125	0.5883	0.7670
0.3403	9.6338	684	0.5841	0.4617	0.5841	0.7643
0.3403	9.6620	686	0.5696	0.4617	0.5696	0.7547
0.3403	9.6901	688	0.5505	0.5446	0.5505	0.7420
0.3403	9.7183	690	0.5723	0.5127	0.5723	0.7565
0.3403	9.7465	692	0.5859	0.5512	0.5859	0.7655
0.3403	9.7746	694	0.5634	0.5110	0.5634	0.7506
0.3403	9.8028	696	0.5485	0.5269	0.5485	0.7406
0.3403	9.8310	698	0.6111	0.5050	0.6111	0.7817
0.3403	9.8592	700	0.7250	0.4286	0.7250	0.8515
0.3403	9.8873	702	0.7447	0.4222	0.7447	0.8630
0.3403	9.9155	704	0.6705	0.4916	0.6705	0.8189
0.3403	9.9437	706	0.5698	0.5159	0.5698	0.7548
0.3403	9.9718	708	0.5578	0.5672	0.5578	0.7468
0.3403	10.0	710	0.5564	0.5831	0.5564	0.7459
0.3403	10.0282	712	0.5652	0.5549	0.5652	0.7518
0.3403	10.0563	714	0.5781	0.5323	0.5781	0.7604
0.3403	10.0845	716	0.5697	0.5640	0.5697	0.7548
0.3403	10.1127	718	0.5712	0.5549	0.5712	0.7558
0.3403	10.1408	720	0.5951	0.5067	0.5951	0.7714
0.3403	10.1690	722	0.5849	0.5323	0.5849	0.7648
0.3403	10.1972	724	0.5718	0.5681	0.5718	0.7562
0.3403	10.2254	726	0.5661	0.5457	0.5661	0.7524
0.3403	10.2535	728	0.5685	0.5457	0.5685	0.7540
0.3403	10.2817	730	0.5777	0.5457	0.5777	0.7601
0.3403	10.3099	732	0.5884	0.4441	0.5884	0.7670
0.3403	10.3380	734	0.5854	0.4526	0.5854	0.7651
0.3403	10.3662	736	0.5866	0.4526	0.5866	0.7659
0.3403	10.3944	738	0.5852	0.4949	0.5852	0.7650
0.3403	10.4225	740	0.5886	0.5305	0.5886	0.7672
0.3403	10.4507	742	0.5859	0.5305	0.5859	0.7654
0.3403	10.4789	744	0.5842	0.4878	0.5842	0.7643
0.3403	10.5070	746	0.5885	0.3961	0.5885	0.7671
0.3403	10.5352	748	0.5791	0.4878	0.5791	0.7610
0.3403	10.5634	750	0.5880	0.5649	0.5880	0.7668
0.3403	10.5915	752	0.6062	0.4821	0.6062	0.7786
0.3403	10.6197	754	0.5946	0.4698	0.5946	0.7711
0.3403	10.6479	756	0.5780	0.5010	0.5780	0.7603
0.3403	10.6761	758	0.5770	0.4817	0.5770	0.7596
0.3403	10.7042	760	0.5759	0.4425	0.5759	0.7589
0.3403	10.7324	762	0.5829	0.3728	0.5829	0.7635
0.3403	10.7606	764	0.5919	0.4001	0.5919	0.7694
0.3403	10.7887	766	0.5926	0.3945	0.5926	0.7698
0.3403	10.8169	768	0.5899	0.4504	0.5899	0.7681
0.3403	10.8451	770	0.5958	0.4229	0.5958	0.7719
0.3403	10.8732	772	0.6031	0.4229	0.6031	0.7766
0.3403	10.9014	774	0.6340	0.4100	0.6340	0.7963
0.3403	10.9296	776	0.6724	0.3503	0.6724	0.8200
0.3403	10.9577	778	0.6613	0.3817	0.6613	0.8132
0.3403	10.9859	780	0.6156	0.4504	0.6156	0.7846
0.3403	11.0141	782	0.6101	0.4795	0.6101	0.7811
0.3403	11.0423	784	0.6330	0.4694	0.6330	0.7956
0.3403	11.0704	786	0.6521	0.4161	0.6521	0.8075
0.3403	11.0986	788	0.6432	0.4161	0.6432	0.8020
0.3403	11.1268	790	0.6050	0.5189	0.6050	0.7778
0.3403	11.1549	792	0.5958	0.4276	0.5958	0.7719
0.3403	11.1831	794	0.6101	0.3728	0.6101	0.7811
0.3403	11.2113	796	0.6148	0.3416	0.6148	0.7841
0.3403	11.2394	798	0.6317	0.3416	0.6317	0.7948
0.3403	11.2676	800	0.6441	0.3341	0.6441	0.8025
0.3403	11.2958	802	0.6497	0.3545	0.6497	0.8060

Framework versions

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