ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_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: 0.6264
• Qwk: 0.3914
• Mse: 0.6264
• Rmse: 0.7915

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	0.08	2	2.6517	-0.0593	2.6517	1.6284
No log	0.16	4	1.3752	0.0526	1.3752	1.1727
No log	0.24	6	0.9465	0.0535	0.9465	0.9729
No log	0.32	8	0.9008	-0.0517	0.9008	0.9491
No log	0.4	10	1.0189	0.1686	1.0189	1.0094
No log	0.48	12	1.0543	-0.0861	1.0543	1.0268
No log	0.56	14	1.0252	0.0816	1.0252	1.0125
No log	0.64	16	1.0463	0.0741	1.0463	1.0229
No log	0.72	18	0.9428	0.2046	0.9428	0.9710
No log	0.8	20	0.8345	0.1455	0.8345	0.9135
No log	0.88	22	0.9278	0.1300	0.9278	0.9632
No log	0.96	24	0.8594	0.0609	0.8594	0.9270
No log	1.04	26	0.7306	0.1228	0.7306	0.8547
No log	1.12	28	0.7593	0.1598	0.7593	0.8714
No log	1.2	30	0.8047	0.3099	0.8047	0.8971
No log	1.28	32	0.7864	0.1313	0.7864	0.8868
No log	1.3600	34	0.7809	0.0428	0.7809	0.8837
No log	1.44	36	0.8971	0.0481	0.8971	0.9471
No log	1.52	38	1.0718	0.0006	1.0718	1.0353
No log	1.6	40	1.0427	0.1262	1.0427	1.0211
No log	1.6800	42	0.7774	0.1942	0.7774	0.8817
No log	1.76	44	0.7701	0.2685	0.7701	0.8776
No log	1.8400	46	0.7554	0.1903	0.7554	0.8691
No log	1.92	48	0.8812	0.1960	0.8812	0.9387
No log	2.0	50	0.9890	0.0476	0.9890	0.9945
No log	2.08	52	0.9550	0.0679	0.9550	0.9773
No log	2.16	54	0.9554	0.2923	0.9554	0.9774
No log	2.24	56	1.0069	0.3395	1.0069	1.0035
No log	2.32	58	0.9868	0.3228	0.9868	0.9934
No log	2.4	60	0.9137	0.1103	0.9137	0.9559
No log	2.48	62	0.9753	0.0423	0.9753	0.9876
No log	2.56	64	0.9529	0.0905	0.9529	0.9762
No log	2.64	66	0.8360	0.0428	0.8360	0.9143
No log	2.7200	68	0.7721	0.0428	0.7721	0.8787
No log	2.8	70	0.7330	-0.0054	0.7330	0.8562
No log	2.88	72	0.7357	0.3755	0.7357	0.8578
No log	2.96	74	0.7675	0.3167	0.7675	0.8761
No log	3.04	76	0.7555	0.2950	0.7555	0.8692
No log	3.12	78	0.7589	0.0966	0.7589	0.8711
No log	3.2	80	0.7369	0.2537	0.7369	0.8584
No log	3.2800	82	0.7623	0.0771	0.7623	0.8731
No log	3.36	84	0.8102	0.0833	0.8102	0.9001
No log	3.44	86	0.7585	0.1179	0.7585	0.8709
No log	3.52	88	0.7197	0.2787	0.7197	0.8483
No log	3.6	90	0.7653	0.4067	0.7653	0.8748
No log	3.68	92	0.7921	0.4541	0.7921	0.8900
No log	3.76	94	0.7423	0.3817	0.7423	0.8616
No log	3.84	96	0.7939	0.3813	0.7939	0.8910
No log	3.92	98	0.8222	0.2900	0.8222	0.9068
No log	4.0	100	0.9137	0.3180	0.9137	0.9559
No log	4.08	102	0.7590	0.2998	0.7590	0.8712
No log	4.16	104	0.6592	0.3070	0.6592	0.8119
No log	4.24	106	0.6651	0.3312	0.6651	0.8156
No log	4.32	108	0.6574	0.2345	0.6574	0.8108
No log	4.4	110	0.6885	0.2540	0.6885	0.8297
No log	4.48	112	0.6949	0.2540	0.6949	0.8336
No log	4.5600	114	0.6724	0.3238	0.6724	0.8200
No log	4.64	116	0.7525	0.4387	0.7525	0.8675
No log	4.72	118	0.8306	0.4462	0.8306	0.9114
No log	4.8	120	0.8087	0.3776	0.8087	0.8993
No log	4.88	122	0.7593	0.1498	0.7593	0.8714
No log	4.96	124	0.8642	0.1977	0.8642	0.9296
No log	5.04	126	0.8542	0.1977	0.8542	0.9243
No log	5.12	128	0.7117	0.1136	0.7117	0.8436
No log	5.2	130	0.6784	0.3369	0.6784	0.8237
No log	5.28	132	0.6731	0.3919	0.6731	0.8204
No log	5.36	134	0.6586	0.3274	0.6586	0.8116
No log	5.44	136	0.6847	0.3498	0.6847	0.8274
No log	5.52	138	0.7317	0.4134	0.7317	0.8554
No log	5.6	140	0.7518	0.3274	0.7518	0.8671
No log	5.68	142	0.7781	0.3866	0.7781	0.8821
No log	5.76	144	0.7896	0.4275	0.7896	0.8886
No log	5.84	146	0.7112	0.4329	0.7112	0.8433
No log	5.92	148	0.6732	0.3712	0.6732	0.8205
No log	6.0	150	0.6281	0.3312	0.6281	0.7925
No log	6.08	152	0.6092	0.3341	0.6092	0.7805
No log	6.16	154	0.6026	0.3341	0.6026	0.7763
No log	6.24	156	0.6041	0.3341	0.6041	0.7773
No log	6.32	158	0.6147	0.4067	0.6147	0.7841
No log	6.4	160	0.6278	0.4314	0.6278	0.7924
No log	6.48	162	0.6722	0.4239	0.6722	0.8199
No log	6.5600	164	0.6911	0.3746	0.6911	0.8313
No log	6.64	166	0.7593	0.4619	0.7593	0.8713
No log	6.72	168	0.7616	0.3948	0.7616	0.8727
No log	6.8	170	0.8109	0.4212	0.8109	0.9005
No log	6.88	172	0.8532	0.4085	0.8532	0.9237
No log	6.96	174	0.8980	0.4096	0.8980	0.9476
No log	7.04	176	0.7832	0.3913	0.7832	0.8850
No log	7.12	178	0.6950	0.4052	0.6950	0.8337
No log	7.2	180	0.6536	0.3868	0.6536	0.8085
No log	7.28	182	0.6381	0.3594	0.6381	0.7988
No log	7.36	184	0.6447	0.3594	0.6447	0.8029
No log	7.44	186	0.6746	0.4167	0.6746	0.8213
No log	7.52	188	0.7574	0.4247	0.7574	0.8703
No log	7.6	190	0.7035	0.3711	0.7035	0.8387
No log	7.68	192	0.6736	0.4568	0.6736	0.8208
No log	7.76	194	0.6963	0.3652	0.6963	0.8345
No log	7.84	196	0.7078	0.4763	0.7078	0.8413
No log	7.92	198	0.7190	0.4747	0.7190	0.8480
No log	8.0	200	0.6532	0.4515	0.6532	0.8082
No log	8.08	202	0.7020	0.4568	0.7020	0.8378
No log	8.16	204	0.8111	0.4204	0.8111	0.9006
No log	8.24	206	0.7408	0.3849	0.7408	0.8607
No log	8.32	208	0.6241	0.5087	0.6241	0.7900
No log	8.4	210	0.6128	0.4244	0.6128	0.7828
No log	8.48	212	0.6266	0.4168	0.6266	0.7916
No log	8.56	214	0.6479	0.3569	0.6479	0.8049
No log	8.64	216	0.6678	0.3700	0.6678	0.8172
No log	8.72	218	0.6446	0.3910	0.6446	0.8029
No log	8.8	220	0.6551	0.4478	0.6551	0.8094
No log	8.88	222	0.6769	0.3724	0.6769	0.8227
No log	8.96	224	0.8375	0.4180	0.8375	0.9151
No log	9.04	226	0.8819	0.4180	0.8819	0.9391
No log	9.12	228	0.7474	0.3458	0.7474	0.8645
No log	9.2	230	0.7500	0.2796	0.7500	0.8660
No log	9.28	232	0.8144	0.3251	0.8144	0.9025
No log	9.36	234	0.7181	0.3163	0.7181	0.8474
No log	9.44	236	0.7371	0.3590	0.7371	0.8585
No log	9.52	238	0.9041	0.4064	0.9041	0.9508
No log	9.6	240	0.9203	0.4064	0.9203	0.9593
No log	9.68	242	0.8428	0.4203	0.8428	0.9181
No log	9.76	244	0.7498	0.3486	0.7498	0.8659
No log	9.84	246	0.7281	0.3818	0.7281	0.8533
No log	9.92	248	0.7120	0.4176	0.7120	0.8438
No log	10.0	250	0.6932	0.3723	0.6932	0.8326
No log	10.08	252	0.7236	0.4430	0.7236	0.8506
No log	10.16	254	0.8191	0.4482	0.8191	0.9051
No log	10.24	256	0.8540	0.3892	0.8540	0.9241
No log	10.32	258	0.8116	0.4203	0.8116	0.9009
No log	10.4	260	0.7726	0.4512	0.7726	0.8790
No log	10.48	262	0.7887	0.4438	0.7887	0.8881
No log	10.56	264	0.7840	0.4334	0.7840	0.8854
No log	10.64	266	0.8276	0.4180	0.8276	0.9097
No log	10.72	268	0.8853	0.4081	0.8853	0.9409
No log	10.8	270	0.7938	0.4937	0.7938	0.8910
No log	10.88	272	0.7355	0.4904	0.7355	0.8576
No log	10.96	274	0.6344	0.4596	0.6344	0.7965
No log	11.04	276	0.6096	0.3187	0.6096	0.7808
No log	11.12	278	0.5986	0.3885	0.5986	0.7737
No log	11.2	280	0.5836	0.5024	0.5836	0.7639
No log	11.28	282	0.6616	0.4542	0.6616	0.8134
No log	11.36	284	0.6812	0.4272	0.6812	0.8254
No log	11.44	286	0.6640	0.4522	0.6640	0.8148
No log	11.52	288	0.6069	0.5076	0.6069	0.7790
No log	11.6	290	0.6207	0.5076	0.6207	0.7878
No log	11.68	292	0.6703	0.4582	0.6703	0.8187
No log	11.76	294	0.7905	0.4587	0.7905	0.8891
No log	11.84	296	0.8997	0.4632	0.8997	0.9485
No log	11.92	298	0.7745	0.4898	0.7745	0.8801
No log	12.0	300	0.6647	0.4201	0.6647	0.8153
No log	12.08	302	0.6747	0.3472	0.6747	0.8214
No log	12.16	304	0.6951	0.3433	0.6951	0.8337
No log	12.24	306	0.7238	0.4073	0.7238	0.8508
No log	12.32	308	0.8623	0.4385	0.8623	0.9286
No log	12.4	310	0.8783	0.4085	0.8783	0.9372
No log	12.48	312	0.7440	0.4430	0.7440	0.8626
No log	12.56	314	0.7251	0.4270	0.7251	0.8515
No log	12.64	316	0.7204	0.4190	0.7204	0.8488
No log	12.72	318	0.7243	0.4294	0.7243	0.8511
No log	12.8	320	0.6844	0.3839	0.6844	0.8273
No log	12.88	322	0.6980	0.3906	0.6980	0.8355
No log	12.96	324	0.7068	0.3953	0.7068	0.8407
No log	13.04	326	0.7693	0.4574	0.7693	0.8771
No log	13.12	328	0.7526	0.4666	0.7526	0.8675
No log	13.2	330	0.6515	0.4067	0.6515	0.8072
No log	13.28	332	0.6299	0.4067	0.6299	0.7936
No log	13.36	334	0.6669	0.4270	0.6669	0.8166
No log	13.44	336	0.7224	0.3963	0.7224	0.8500
No log	13.52	338	0.7601	0.4295	0.7601	0.8718
No log	13.6	340	0.7650	0.4738	0.7650	0.8747
No log	13.68	342	0.7814	0.4479	0.7814	0.8840
No log	13.76	344	0.8105	0.4413	0.8105	0.9003
No log	13.84	346	0.7502	0.4625	0.7502	0.8661
No log	13.92	348	0.6675	0.4260	0.6675	0.8170
No log	14.0	350	0.6459	0.4437	0.6459	0.8037
No log	14.08	352	0.6764	0.4076	0.6764	0.8224
No log	14.16	354	0.7505	0.4014	0.7505	0.8663
No log	14.24	356	0.7482	0.4014	0.7482	0.8650
No log	14.32	358	0.6777	0.3918	0.6777	0.8232
No log	14.4	360	0.6095	0.4707	0.6095	0.7807
No log	14.48	362	0.5984	0.4027	0.5984	0.7736
No log	14.56	364	0.6079	0.4419	0.6079	0.7797
No log	14.64	366	0.6613	0.4451	0.6613	0.8132
No log	14.72	368	0.8413	0.4161	0.8413	0.9172
No log	14.8	370	1.0287	0.4091	1.0287	1.0143
No log	14.88	372	0.9907	0.4091	0.9907	0.9953
No log	14.96	374	0.8083	0.3731	0.8083	0.8990
No log	15.04	376	0.7457	0.4175	0.7457	0.8635
No log	15.12	378	0.7515	0.4175	0.7515	0.8669
No log	15.2	380	0.6638	0.4330	0.6638	0.8147
No log	15.28	382	0.6376	0.4855	0.6376	0.7985
No log	15.36	384	0.7430	0.4877	0.7430	0.8620
No log	15.44	386	0.7676	0.4877	0.7676	0.8761
No log	15.52	388	0.6837	0.4303	0.6837	0.8269
No log	15.6	390	0.6369	0.4681	0.6369	0.7980
No log	15.68	392	0.6014	0.4555	0.6014	0.7755
No log	15.76	394	0.6155	0.4091	0.6155	0.7846
No log	15.84	396	0.7065	0.4759	0.7065	0.8405
No log	15.92	398	0.7882	0.4153	0.7882	0.8878
No log	16.0	400	0.7767	0.4385	0.7767	0.8813
No log	16.08	402	0.7738	0.4385	0.7738	0.8797
No log	16.16	404	0.6606	0.3887	0.6606	0.8128
No log	16.24	406	0.6566	0.3554	0.6566	0.8103
No log	16.32	408	0.7369	0.4920	0.7369	0.8584
No log	16.4	410	0.9500	0.4230	0.9500	0.9747
No log	16.48	412	0.8998	0.4393	0.8998	0.9486
No log	16.56	414	0.7639	0.3824	0.7639	0.8740
No log	16.64	416	0.6139	0.4768	0.6139	0.7835
No log	16.72	418	0.5991	0.4217	0.5991	0.7740
No log	16.8	420	0.6003	0.4194	0.6003	0.7748
No log	16.88	422	0.6669	0.4562	0.6669	0.8166
No log	16.96	424	0.8667	0.5103	0.8667	0.9310
No log	17.04	426	0.9470	0.4775	0.9470	0.9731
No log	17.12	428	0.8719	0.4978	0.8719	0.9338
No log	17.2	430	0.7589	0.4648	0.7589	0.8711
No log	17.28	432	0.6630	0.4763	0.6630	0.8142
No log	17.36	434	0.6446	0.4681	0.6446	0.8028
No log	17.44	436	0.6575	0.4125	0.6575	0.8109
No log	17.52	438	0.6894	0.4294	0.6894	0.8303
No log	17.6	440	0.7564	0.4197	0.7564	0.8697
No log	17.68	442	0.8199	0.3913	0.8199	0.9055
No log	17.76	444	0.7653	0.4587	0.7653	0.8748
No log	17.84	446	0.6536	0.4451	0.6536	0.8085
No log	17.92	448	0.6216	0.4036	0.6216	0.7884
No log	18.0	450	0.6275	0.3669	0.6275	0.7921
No log	18.08	452	0.6291	0.4190	0.6291	0.7932
No log	18.16	454	0.6454	0.4337	0.6454	0.8034
No log	18.24	456	0.7181	0.4430	0.7181	0.8474
No log	18.32	458	0.7998	0.4251	0.7998	0.8943
No log	18.4	460	0.8121	0.4646	0.8121	0.9012
No log	18.48	462	0.7746	0.4665	0.7746	0.8801
No log	18.56	464	0.7250	0.4112	0.7250	0.8514
No log	18.64	466	0.6644	0.3665	0.6644	0.8151
No log	18.72	468	0.6409	0.4419	0.6409	0.8006
No log	18.8	470	0.6628	0.3937	0.6628	0.8141
No log	18.88	472	0.7309	0.4795	0.7309	0.8550
No log	18.96	474	0.7681	0.4587	0.7681	0.8764
No log	19.04	476	0.7416	0.4444	0.7416	0.8611
No log	19.12	478	0.7093	0.3918	0.7093	0.8422
No log	19.2	480	0.6660	0.3662	0.6660	0.8161
No log	19.28	482	0.6695	0.4218	0.6695	0.8182
No log	19.36	484	0.6688	0.4795	0.6688	0.8178
No log	19.44	486	0.6676	0.4504	0.6676	0.8171
No log	19.52	488	0.6755	0.4582	0.6755	0.8219
No log	19.6	490	0.6593	0.4582	0.6593	0.8120
No log	19.68	492	0.6666	0.4801	0.6666	0.8165
No log	19.76	494	0.6969	0.4933	0.6969	0.8348
No log	19.84	496	0.7807	0.4723	0.7807	0.8836
No log	19.92	498	0.7810	0.5131	0.7810	0.8837
0.3011	20.0	500	0.7121	0.4167	0.7121	0.8439
0.3011	20.08	502	0.6541	0.4076	0.6541	0.8088
0.3011	20.16	504	0.6366	0.4502	0.6366	0.7979
0.3011	20.24	506	0.6472	0.4502	0.6472	0.8045
0.3011	20.32	508	0.6711	0.4513	0.6711	0.8192
0.3011	20.4	510	0.7030	0.4430	0.7030	0.8384
0.3011	20.48	512	0.7095	0.4393	0.7095	0.8423
0.3011	20.56	514	0.7526	0.4486	0.7526	0.8675
0.3011	20.64	516	0.7430	0.4369	0.7430	0.8620
0.3011	20.72	518	0.6814	0.4721	0.6814	0.8255
0.3011	20.8	520	0.6524	0.4337	0.6524	0.8077
0.3011	20.88	522	0.6520	0.4555	0.6520	0.8074
0.3011	20.96	524	0.7157	0.4044	0.7157	0.8460
0.3011	21.04	526	0.7672	0.4085	0.7672	0.8759
0.3011	21.12	528	0.7221	0.3699	0.7221	0.8498
0.3011	21.2	530	0.6550	0.4247	0.6550	0.8093
0.3011	21.28	532	0.6026	0.4816	0.6026	0.7763
0.3011	21.36	534	0.5974	0.4816	0.5974	0.7729
0.3011	21.44	536	0.6108	0.4639	0.6108	0.7815
0.3011	21.52	538	0.6498	0.4845	0.6498	0.8061
0.3011	21.6	540	0.7428	0.5008	0.7428	0.8619
0.3011	21.68	542	0.8005	0.5008	0.8005	0.8947
0.3011	21.76	544	0.7697	0.4877	0.7697	0.8773
0.3011	21.84	546	0.6995	0.4606	0.6995	0.8364
0.3011	21.92	548	0.7245	0.4606	0.7245	0.8512
0.3011	22.0	550	0.7754	0.4606	0.7754	0.8806
0.3011	22.08	552	0.7921	0.4457	0.7921	0.8900
0.3011	22.16	554	0.8135	0.4457	0.8135	0.9020
0.3011	22.24	556	0.7589	0.4369	0.7589	0.8711
0.3011	22.32	558	0.6975	0.4997	0.6975	0.8352
0.3011	22.4	560	0.6698	0.4997	0.6698	0.8184
0.3011	22.48	562	0.6445	0.4925	0.6445	0.8028
0.3011	22.56	564	0.6230	0.4524	0.6230	0.7893
0.3011	22.64	566	0.6356	0.4684	0.6356	0.7972
0.3011	22.72	568	0.6746	0.4911	0.6746	0.8213
0.3011	22.8	570	0.7261	0.5045	0.7261	0.8521
0.3011	22.88	572	0.7388	0.5042	0.7388	0.8596
0.3011	22.96	574	0.6605	0.5275	0.6605	0.8127
0.3011	23.04	576	0.5854	0.4534	0.5854	0.7651
0.3011	23.12	578	0.5766	0.5123	0.5766	0.7594
0.3011	23.2	580	0.5813	0.5123	0.5813	0.7624
0.3011	23.28	582	0.6229	0.4997	0.6229	0.7893
0.3011	23.36	584	0.6980	0.5275	0.6980	0.8355
0.3011	23.44	586	0.7157	0.5107	0.7157	0.8460
0.3011	23.52	588	0.6512	0.4997	0.6512	0.8070
0.3011	23.6	590	0.6084	0.5177	0.6084	0.7800
0.3011	23.68	592	0.6172	0.5177	0.6172	0.7856
0.3011	23.76	594	0.6592	0.4911	0.6592	0.8119
0.3011	23.84	596	0.6873	0.4911	0.6873	0.8291
0.3011	23.92	598	0.6633	0.4684	0.6633	0.8144
0.3011	24.0	600	0.6339	0.4684	0.6339	0.7962
0.3011	24.08	602	0.6325	0.4315	0.6325	0.7953
0.3011	24.16	604	0.6621	0.4684	0.6621	0.8137
0.3011	24.24	606	0.6575	0.4684	0.6575	0.8109
0.3011	24.32	608	0.6613	0.4684	0.6613	0.8132
0.3011	24.4	610	0.6300	0.4451	0.6300	0.7937
0.3011	24.48	612	0.5876	0.5053	0.5876	0.7666
0.3011	24.56	614	0.5912	0.5053	0.5912	0.7689
0.3011	24.64	616	0.6031	0.4808	0.6031	0.7766
0.3011	24.72	618	0.6002	0.5053	0.6002	0.7747
0.3011	24.8	620	0.5748	0.5306	0.5748	0.7582
0.3011	24.88	622	0.5760	0.5306	0.5760	0.7589
0.3011	24.96	624	0.6104	0.5177	0.6104	0.7813
0.3011	25.04	626	0.7308	0.4949	0.7308	0.8549
0.3011	25.12	628	0.7838	0.4382	0.7838	0.8853
0.3011	25.2	630	0.7316	0.4738	0.7316	0.8553
0.3011	25.28	632	0.6453	0.5177	0.6453	0.8033
0.3011	25.36	634	0.5988	0.5177	0.5988	0.7738
0.3011	25.44	636	0.5836	0.5177	0.5836	0.7639
0.3011	25.52	638	0.5916	0.4964	0.5916	0.7691
0.3011	25.6	640	0.6169	0.5053	0.6169	0.7854
0.3011	25.68	642	0.6432	0.5053	0.6432	0.8020
0.3011	25.76	644	0.7127	0.4236	0.7127	0.8442
0.3011	25.84	646	0.7691	0.4684	0.7691	0.8770
0.3011	25.92	648	0.7410	0.4334	0.7410	0.8608
0.3011	26.0	650	0.6706	0.4945	0.6706	0.8189
0.3011	26.08	652	0.6419	0.4067	0.6419	0.8012
0.3011	26.16	654	0.6484	0.4705	0.6484	0.8053
0.3011	26.24	656	0.6773	0.4945	0.6773	0.8230
0.3011	26.32	658	0.7503	0.4014	0.7503	0.8662
0.3011	26.4	660	0.8735	0.4315	0.8735	0.9346
0.3011	26.48	662	0.8983	0.4315	0.8983	0.9478
0.3011	26.56	664	0.8480	0.4400	0.8480	0.9209
0.3011	26.64	666	0.7458	0.4556	0.7458	0.8636
0.3011	26.72	668	0.6514	0.4828	0.6514	0.8071
0.3011	26.8	670	0.6318	0.4495	0.6318	0.7949
0.3011	26.88	672	0.6335	0.4782	0.6335	0.7960
0.3011	26.96	674	0.6663	0.4504	0.6663	0.8163
0.3011	27.04	676	0.6826	0.4764	0.6826	0.8262
0.3011	27.12	678	0.6973	0.4684	0.6973	0.8350
0.3011	27.2	680	0.6703	0.4513	0.6703	0.8187
0.3011	27.28	682	0.6404	0.4663	0.6404	0.8002
0.3011	27.36	684	0.6445	0.4247	0.6445	0.8028
0.3011	27.44	686	0.6730	0.4167	0.6730	0.8204
0.3011	27.52	688	0.7063	0.4457	0.7063	0.8404
0.3011	27.6	690	0.6986	0.4684	0.6986	0.8358
0.3011	27.68	692	0.7094	0.4684	0.7094	0.8423
0.3011	27.76	694	0.6424	0.4464	0.6424	0.8015
0.3011	27.84	696	0.6165	0.4704	0.6165	0.7852
0.3011	27.92	698	0.5886	0.4147	0.5886	0.7672
0.3011	28.0	700	0.6101	0.4067	0.6101	0.7811
0.3011	28.08	702	0.6454	0.4788	0.6454	0.8034
0.3011	28.16	704	0.6847	0.4704	0.6847	0.8275
0.3011	28.24	706	0.7245	0.3699	0.7245	0.8512
0.3011	28.32	708	0.7420	0.3699	0.7420	0.8614
0.3011	28.4	710	0.7101	0.4389	0.7101	0.8427
0.3011	28.48	712	0.6819	0.4484	0.6819	0.8258
0.3011	28.56	714	0.6542	0.4473	0.6542	0.8088
0.3011	28.64	716	0.6616	0.4473	0.6616	0.8134
0.3011	28.72	718	0.6510	0.4473	0.6510	0.8068
0.3011	28.8	720	0.6439	0.4555	0.6439	0.8025
0.3011	28.88	722	0.6502	0.4684	0.6502	0.8064
0.3011	28.96	724	0.6756	0.3918	0.6756	0.8219
0.3011	29.04	726	0.6639	0.4330	0.6639	0.8148
0.3011	29.12	728	0.6892	0.4167	0.6892	0.8302
0.3011	29.2	730	0.7646	0.4089	0.7646	0.8744
0.3011	29.28	732	0.7901	0.4587	0.7901	0.8889
0.3011	29.36	734	0.7376	0.4350	0.7376	0.8589
0.3011	29.44	736	0.6655	0.4081	0.6655	0.8158
0.3011	29.52	738	0.6249	0.4808	0.6249	0.7905
0.3011	29.6	740	0.6173	0.4576	0.6173	0.7857
0.3011	29.68	742	0.6091	0.4660	0.6091	0.7805
0.3011	29.76	744	0.6172	0.4576	0.6172	0.7856
0.3011	29.84	746	0.6201	0.4576	0.6201	0.7875
0.3011	29.92	748	0.6643	0.3888	0.6643	0.8151
0.3011	30.0	750	0.6930	0.4702	0.6930	0.8325
0.3011	30.08	752	0.6990	0.4702	0.6990	0.8360
0.3011	30.16	754	0.6457	0.4135	0.6457	0.8035
0.3011	30.24	756	0.6028	0.4356	0.6028	0.7764
0.3011	30.32	758	0.5981	0.4681	0.5981	0.7734
0.3011	30.4	760	0.6105	0.4179	0.6105	0.7814
0.3011	30.48	762	0.6493	0.4451	0.6493	0.8058
0.3011	30.56	764	0.7536	0.4197	0.7536	0.8681
0.3011	30.64	766	0.8173	0.4424	0.8173	0.9040
0.3011	30.72	768	0.8084	0.4424	0.8084	0.8991
0.3011	30.8	770	0.8019	0.4349	0.8019	0.8955
0.3011	30.88	772	0.7800	0.4424	0.7800	0.8832
0.3011	30.96	774	0.8005	0.4424	0.8005	0.8947
0.3011	31.04	776	0.8452	0.3913	0.8452	0.9193
0.3011	31.12	778	0.8477	0.3740	0.8477	0.9207
0.3011	31.2	780	0.7867	0.4550	0.7867	0.8870
0.3011	31.28	782	0.7308	0.4408	0.7308	0.8549
0.3011	31.36	784	0.7293	0.4272	0.7293	0.8540
0.3011	31.44	786	0.7527	0.4424	0.7527	0.8676
0.3011	31.52	788	0.7985	0.4424	0.7985	0.8936
0.3011	31.6	790	0.7985	0.4223	0.7985	0.8936
0.3011	31.68	792	0.7550	0.4457	0.7550	0.8689
0.3011	31.76	794	0.6736	0.4854	0.6736	0.8207
0.3011	31.84	796	0.5970	0.4601	0.5970	0.7727
0.3011	31.92	798	0.5804	0.4562	0.5804	0.7619
0.3011	32.0	800	0.5778	0.4801	0.5778	0.7601
0.3011	32.08	802	0.5820	0.4801	0.5820	0.7629
0.3011	32.16	804	0.5963	0.4486	0.5963	0.7722
0.3011	32.24	806	0.6694	0.4782	0.6694	0.8181
0.3011	32.32	808	0.7189	0.4898	0.7189	0.8479
0.3011	32.4	810	0.7726	0.4512	0.7726	0.8790
0.3011	32.48	812	0.7636	0.4424	0.7636	0.8738
0.3011	32.56	814	0.6918	0.4409	0.6918	0.8318
0.3011	32.64	816	0.6223	0.4270	0.6223	0.7889
0.3011	32.72	818	0.6002	0.4291	0.6002	0.7747
0.3011	32.8	820	0.5967	0.4569	0.5967	0.7725
0.3011	32.88	822	0.6010	0.4013	0.6010	0.7753
0.3011	32.96	824	0.6274	0.4788	0.6274	0.7921
0.3011	33.04	826	0.6669	0.4911	0.6669	0.8167
0.3011	33.12	828	0.7006	0.4582	0.7006	0.8370
0.3011	33.2	830	0.6930	0.4664	0.6930	0.8325
0.3011	33.28	832	0.6830	0.4911	0.6830	0.8265
0.3011	33.36	834	0.6619	0.5149	0.6619	0.8136
0.3011	33.44	836	0.6493	0.5149	0.6493	0.8058
0.3011	33.52	838	0.6162	0.4356	0.6162	0.7850
0.3011	33.6	840	0.6063	0.4301	0.6063	0.7786
0.3011	33.68	842	0.6192	0.4413	0.6192	0.7869
0.3011	33.76	844	0.6670	0.4911	0.6670	0.8167
0.3011	33.84	846	0.7602	0.5026	0.7602	0.8719
0.3011	33.92	848	0.8699	0.5032	0.8699	0.9327
0.3011	34.0	850	0.8548	0.4852	0.8548	0.9246
0.3011	34.08	852	0.7955	0.4597	0.7955	0.8919
0.3011	34.16	854	0.7142	0.4745	0.7142	0.8451
0.3011	34.24	856	0.6385	0.4684	0.6385	0.7991
0.3011	34.32	858	0.6019	0.4013	0.6019	0.7758
0.3011	34.4	860	0.6040	0.4222	0.6040	0.7772
0.3011	34.48	862	0.6113	0.4168	0.6113	0.7818
0.3011	34.56	864	0.6205	0.4168	0.6205	0.7877
0.3011	34.64	866	0.6329	0.4147	0.6329	0.7955
0.3011	34.72	868	0.6393	0.4322	0.6393	0.7996
0.3011	34.8	870	0.6478	0.4336	0.6478	0.8049
0.3011	34.88	872	0.6404	0.4413	0.6404	0.8002
0.3011	34.96	874	0.6408	0.4157	0.6408	0.8005
0.3011	35.04	876	0.6513	0.4157	0.6513	0.8071
0.3011	35.12	878	0.6430	0.4157	0.6430	0.8019
0.3011	35.2	880	0.6294	0.4157	0.6294	0.7934
0.3011	35.28	882	0.6264	0.3914	0.6264	0.7915

Framework versions

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