ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k14_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: 0.8429
• Qwk: 0.5855
• Mse: 0.8429
• Rmse: 0.9181

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	0.0227	2	5.3490	-0.0558	5.3490	2.3128
No log	0.0455	4	3.3647	0.0377	3.3647	1.8343
No log	0.0682	6	3.0748	-0.0390	3.0748	1.7535
No log	0.0909	8	2.7229	-0.0911	2.7229	1.6501
No log	0.1136	10	1.8212	0.0306	1.8212	1.3495
No log	0.1364	12	1.6693	0.0518	1.6693	1.2920
No log	0.1591	14	1.6198	0.0331	1.6198	1.2727
No log	0.1818	16	1.3786	0.1063	1.3786	1.1741
No log	0.2045	18	1.3382	0.1686	1.3382	1.1568
No log	0.2273	20	1.6306	0.0339	1.6306	1.2769
No log	0.25	22	1.9945	0.0323	1.9945	1.4123
No log	0.2727	24	2.0301	0.0950	2.0301	1.4248
No log	0.2955	26	1.9271	0.0741	1.9271	1.3882
No log	0.3182	28	1.9947	0.1494	1.9947	1.4123
No log	0.3409	30	1.9236	0.1507	1.9236	1.3869
No log	0.3636	32	1.7300	0.1055	1.7300	1.3153
No log	0.3864	34	1.5218	0.1202	1.5218	1.2336
No log	0.4091	36	1.4265	0.1380	1.4265	1.1944
No log	0.4318	38	1.3516	0.1344	1.3516	1.1626
No log	0.4545	40	1.3813	0.1505	1.3813	1.1753
No log	0.4773	42	1.3899	0.1687	1.3899	1.1789
No log	0.5	44	1.4658	0.1646	1.4658	1.2107
No log	0.5227	46	1.4194	0.1646	1.4194	1.1914
No log	0.5455	48	1.4911	0.1434	1.4911	1.2211
No log	0.5682	50	1.5361	0.1602	1.5361	1.2394
No log	0.5909	52	1.5427	0.1212	1.5427	1.2420
No log	0.6136	54	1.4824	0.1474	1.4824	1.2175
No log	0.6364	56	1.3233	0.2217	1.3233	1.1503
No log	0.6591	58	1.1757	0.3647	1.1757	1.0843
No log	0.6818	60	1.0991	0.4008	1.0991	1.0484
No log	0.7045	62	1.2582	0.4146	1.2582	1.1217
No log	0.7273	64	1.3722	0.3928	1.3722	1.1714
No log	0.75	66	1.4696	0.3575	1.4696	1.2123
No log	0.7727	68	1.7737	0.3087	1.7737	1.3318
No log	0.7955	70	1.7612	0.2977	1.7612	1.3271
No log	0.8182	72	1.6032	0.3092	1.6032	1.2662
No log	0.8409	74	1.2334	0.3736	1.2334	1.1106
No log	0.8636	76	0.9149	0.4912	0.9149	0.9565
No log	0.8864	78	0.8518	0.5093	0.8518	0.9229
No log	0.9091	80	0.8657	0.4980	0.8657	0.9304
No log	0.9318	82	0.9931	0.4501	0.9931	0.9965
No log	0.9545	84	1.2677	0.3501	1.2677	1.1259
No log	0.9773	86	1.3564	0.3485	1.3564	1.1647
No log	1.0	88	1.2550	0.3468	1.2550	1.1203
No log	1.0227	90	1.1234	0.3547	1.1234	1.0599
No log	1.0455	92	1.0306	0.4787	1.0306	1.0152
No log	1.0682	94	0.9733	0.5020	0.9733	0.9865
No log	1.0909	96	0.9634	0.4805	0.9634	0.9815
No log	1.1136	98	0.9319	0.5437	0.9319	0.9654
No log	1.1364	100	0.8912	0.5341	0.8912	0.9441
No log	1.1591	102	0.7748	0.6124	0.7748	0.8802
No log	1.1818	104	0.7571	0.6117	0.7571	0.8701
No log	1.2045	106	0.7243	0.6448	0.7243	0.8511
No log	1.2273	108	0.7508	0.6396	0.7508	0.8665
No log	1.25	110	0.7692	0.6380	0.7692	0.8771
No log	1.2727	112	0.8163	0.6226	0.8163	0.9035
No log	1.2955	114	0.8010	0.6504	0.8010	0.8950
No log	1.3182	116	0.9234	0.5272	0.9234	0.9609
No log	1.3409	118	0.9446	0.5006	0.9446	0.9719
No log	1.3636	120	0.8559	0.5434	0.8559	0.9252
No log	1.3864	122	0.7797	0.6561	0.7797	0.8830
No log	1.4091	124	0.7738	0.6426	0.7738	0.8797
No log	1.4318	126	0.8801	0.5040	0.8801	0.9381
No log	1.4545	128	0.9400	0.4588	0.9400	0.9695
No log	1.4773	130	0.9120	0.5240	0.9120	0.9550
No log	1.5	132	0.9781	0.5193	0.9781	0.9890
No log	1.5227	134	1.0521	0.5047	1.0521	1.0257
No log	1.5455	136	1.0245	0.5038	1.0245	1.0122
No log	1.5682	138	1.0085	0.5055	1.0085	1.0042
No log	1.5909	140	0.9524	0.4857	0.9524	0.9759
No log	1.6136	142	0.8927	0.4602	0.8927	0.9448
No log	1.6364	144	0.8421	0.5755	0.8421	0.9177
No log	1.6591	146	0.8646	0.5521	0.8646	0.9298
No log	1.6818	148	0.9441	0.4908	0.9441	0.9716
No log	1.7045	150	1.0735	0.4050	1.0735	1.0361
No log	1.7273	152	1.1674	0.4117	1.1674	1.0805
No log	1.75	154	1.0499	0.4228	1.0499	1.0247
No log	1.7727	156	0.9961	0.5117	0.9961	0.9980
No log	1.7955	158	0.9469	0.5705	0.9469	0.9731
No log	1.8182	160	0.9150	0.5931	0.9150	0.9566
No log	1.8409	162	0.9123	0.5854	0.9123	0.9551
No log	1.8636	164	0.9224	0.6013	0.9224	0.9604
No log	1.8864	166	0.9125	0.6092	0.9125	0.9553
No log	1.9091	168	0.8615	0.6130	0.8615	0.9282
No log	1.9318	170	0.8208	0.6761	0.8208	0.9060
No log	1.9545	172	0.8279	0.6859	0.8279	0.9099
No log	1.9773	174	0.8355	0.6467	0.8355	0.9140
No log	2.0	176	0.8344	0.6626	0.8344	0.9134
No log	2.0227	178	0.8528	0.6084	0.8528	0.9235
No log	2.0455	180	0.8779	0.5850	0.8779	0.9370
No log	2.0682	182	0.9089	0.5540	0.9089	0.9534
No log	2.0909	184	0.9244	0.6034	0.9244	0.9615
No log	2.1136	186	0.9206	0.5623	0.9206	0.9595
No log	2.1364	188	0.8940	0.6014	0.8940	0.9455
No log	2.1591	190	0.8336	0.6528	0.8336	0.9130
No log	2.1818	192	0.8470	0.5902	0.8470	0.9204
No log	2.2045	194	0.8415	0.5902	0.8415	0.9173
No log	2.2273	196	0.8191	0.6417	0.8191	0.9051
No log	2.25	198	0.7806	0.6673	0.7806	0.8835
No log	2.2727	200	0.7790	0.6545	0.7790	0.8826
No log	2.2955	202	0.8361	0.5997	0.8361	0.9144
No log	2.3182	204	0.8199	0.6020	0.8199	0.9055
No log	2.3409	206	0.8332	0.5707	0.8332	0.9128
No log	2.3636	208	0.8332	0.5779	0.8332	0.9128
No log	2.3864	210	0.7935	0.6298	0.7935	0.8908
No log	2.4091	212	0.7827	0.6222	0.7827	0.8847
No log	2.4318	214	0.8025	0.5887	0.8025	0.8958
No log	2.4545	216	0.8632	0.5574	0.8632	0.9291
No log	2.4773	218	0.9495	0.5492	0.9495	0.9744
No log	2.5	220	0.9502	0.5837	0.9502	0.9748
No log	2.5227	222	0.8187	0.6224	0.8187	0.9048
No log	2.5455	224	0.7673	0.6386	0.7673	0.8759
No log	2.5682	226	0.8094	0.6288	0.8094	0.8997
No log	2.5909	228	0.8222	0.6328	0.8222	0.9067
No log	2.6136	230	0.8201	0.6272	0.8201	0.9056
No log	2.6364	232	0.9148	0.6156	0.9148	0.9565
No log	2.6591	234	0.9762	0.5715	0.9762	0.9880
No log	2.6818	236	0.9258	0.5424	0.9258	0.9622
No log	2.7045	238	0.8677	0.5599	0.8677	0.9315
No log	2.7273	240	0.8569	0.6053	0.8569	0.9257
No log	2.75	242	0.8847	0.6028	0.8847	0.9406
No log	2.7727	244	0.8689	0.5893	0.8689	0.9322
No log	2.7955	246	0.8324	0.5908	0.8324	0.9124
No log	2.8182	248	0.8371	0.5889	0.8371	0.9149
No log	2.8409	250	0.9214	0.5205	0.9214	0.9599
No log	2.8636	252	1.0487	0.5607	1.0487	1.0241
No log	2.8864	254	1.1339	0.5440	1.1339	1.0648
No log	2.9091	256	1.0747	0.5547	1.0747	1.0367
No log	2.9318	258	0.9656	0.5521	0.9656	0.9826
No log	2.9545	260	0.9127	0.5494	0.9127	0.9554
No log	2.9773	262	0.8701	0.5704	0.8701	0.9328
No log	3.0	264	0.8570	0.5271	0.8570	0.9258
No log	3.0227	266	0.8699	0.5343	0.8699	0.9327
No log	3.0455	268	0.9099	0.5532	0.9099	0.9539
No log	3.0682	270	0.9781	0.5568	0.9781	0.9890
No log	3.0909	272	1.0299	0.5765	1.0299	1.0148
No log	3.1136	274	0.9600	0.5607	0.9600	0.9798
No log	3.1364	276	0.8494	0.5453	0.8494	0.9216
No log	3.1591	278	0.7874	0.5882	0.7874	0.8873
No log	3.1818	280	0.7949	0.5949	0.7949	0.8916
No log	3.2045	282	0.8750	0.5847	0.8750	0.9354
No log	3.2273	284	0.9808	0.6018	0.9808	0.9904
No log	3.25	286	0.9217	0.5823	0.9217	0.9600
No log	3.2727	288	0.8084	0.5893	0.8084	0.8991
No log	3.2955	290	0.7727	0.5894	0.7727	0.8790
No log	3.3182	292	0.7706	0.5904	0.7706	0.8778
No log	3.3409	294	0.7691	0.5935	0.7691	0.8770
No log	3.3636	296	0.7999	0.5753	0.7999	0.8944
No log	3.3864	298	0.8449	0.5365	0.8449	0.9192
No log	3.4091	300	0.8257	0.5556	0.8257	0.9087
No log	3.4318	302	0.7759	0.5607	0.7759	0.8809
No log	3.4545	304	0.7411	0.5906	0.7411	0.8608
No log	3.4773	306	0.7348	0.5946	0.7348	0.8572
No log	3.5	308	0.7354	0.6072	0.7354	0.8576
No log	3.5227	310	0.7593	0.6022	0.7593	0.8714
No log	3.5455	312	0.7859	0.5919	0.7859	0.8865
No log	3.5682	314	0.8208	0.6195	0.8208	0.9060
No log	3.5909	316	0.8696	0.6556	0.8696	0.9325
No log	3.6136	318	0.8919	0.6396	0.8919	0.9444
No log	3.6364	320	0.8929	0.6368	0.8929	0.9449
No log	3.6591	322	0.8151	0.6348	0.8151	0.9028
No log	3.6818	324	0.7653	0.6343	0.7653	0.8748
No log	3.7045	326	0.7700	0.6270	0.7700	0.8775
No log	3.7273	328	0.7750	0.6069	0.7750	0.8804
No log	3.75	330	0.7438	0.6087	0.7438	0.8624
No log	3.7727	332	0.7373	0.6024	0.7373	0.8586
No log	3.7955	334	0.7536	0.5963	0.7536	0.8681
No log	3.8182	336	0.7562	0.5883	0.7562	0.8696
No log	3.8409	338	0.7647	0.5977	0.7647	0.8745
No log	3.8636	340	0.7834	0.6039	0.7834	0.8851
No log	3.8864	342	0.8190	0.6316	0.8190	0.9050
No log	3.9091	344	0.8879	0.6230	0.8879	0.9423
No log	3.9318	346	0.9013	0.6247	0.9013	0.9494
No log	3.9545	348	0.9038	0.6266	0.9038	0.9507
No log	3.9773	350	0.9395	0.5920	0.9395	0.9693
No log	4.0	352	0.9352	0.5333	0.9352	0.9671
No log	4.0227	354	0.8797	0.5524	0.8797	0.9379
No log	4.0455	356	0.8672	0.5527	0.8672	0.9312
No log	4.0682	358	0.8654	0.5507	0.8654	0.9303
No log	4.0909	360	0.8693	0.5345	0.8693	0.9323
No log	4.1136	362	0.8652	0.5633	0.8652	0.9302
No log	4.1364	364	0.8463	0.5788	0.8463	0.9199
No log	4.1591	366	0.8254	0.6007	0.8254	0.9085
No log	4.1818	368	0.8381	0.5976	0.8381	0.9155
No log	4.2045	370	0.8500	0.6135	0.8500	0.9220
No log	4.2273	372	0.8195	0.6185	0.8195	0.9053
No log	4.25	374	0.7750	0.5898	0.7750	0.8803
No log	4.2727	376	0.7754	0.5891	0.7754	0.8806
No log	4.2955	378	0.7843	0.5789	0.7843	0.8856
No log	4.3182	380	0.7901	0.5789	0.7901	0.8889
No log	4.3409	382	0.7907	0.5706	0.7907	0.8892
No log	4.3636	384	0.7706	0.5668	0.7706	0.8779
No log	4.3864	386	0.7878	0.5828	0.7878	0.8876
No log	4.4091	388	0.8079	0.6061	0.8079	0.8988
No log	4.4318	390	0.8240	0.6061	0.8240	0.9077
No log	4.4545	392	0.7922	0.5986	0.7922	0.8900
No log	4.4773	394	0.7625	0.6138	0.7625	0.8732
No log	4.5	396	0.7759	0.6327	0.7759	0.8808
No log	4.5227	398	0.8264	0.6254	0.8264	0.9091
No log	4.5455	400	0.9013	0.6112	0.9013	0.9493
No log	4.5682	402	0.9969	0.5820	0.9969	0.9985
No log	4.5909	404	1.0017	0.5464	1.0017	1.0009
No log	4.6136	406	0.9145	0.5850	0.9145	0.9563
No log	4.6364	408	0.8532	0.5989	0.8532	0.9237
No log	4.6591	410	0.8481	0.5952	0.8481	0.9209
No log	4.6818	412	0.8722	0.5781	0.8722	0.9339
No log	4.7045	414	0.9085	0.5788	0.9085	0.9531
No log	4.7273	416	0.9709	0.5864	0.9709	0.9853
No log	4.75	418	0.9881	0.5892	0.9881	0.9940
No log	4.7727	420	1.0214	0.5899	1.0214	1.0107
No log	4.7955	422	1.0608	0.5507	1.0608	1.0300
No log	4.8182	424	1.0820	0.5450	1.0820	1.0402
No log	4.8409	426	1.0083	0.5765	1.0083	1.0042
No log	4.8636	428	0.9129	0.6067	0.9129	0.9555
No log	4.8864	430	0.8184	0.5878	0.8184	0.9046
No log	4.9091	432	0.7680	0.5810	0.7680	0.8763
No log	4.9318	434	0.7605	0.5918	0.7605	0.8720
No log	4.9545	436	0.7627	0.5782	0.7627	0.8733
No log	4.9773	438	0.7763	0.5707	0.7763	0.8811
No log	5.0	440	0.7793	0.5719	0.7793	0.8828
No log	5.0227	442	0.7733	0.5599	0.7733	0.8794
No log	5.0455	444	0.7739	0.5960	0.7739	0.8797
No log	5.0682	446	0.7711	0.5960	0.7711	0.8781
No log	5.0909	448	0.7635	0.5799	0.7635	0.8738
No log	5.1136	450	0.7611	0.5796	0.7611	0.8724
No log	5.1364	452	0.7513	0.5704	0.7513	0.8668
No log	5.1591	454	0.7456	0.5858	0.7456	0.8635
No log	5.1818	456	0.7744	0.5736	0.7744	0.8800
No log	5.2045	458	0.8393	0.5760	0.8393	0.9161
No log	5.2273	460	0.8511	0.5655	0.8511	0.9225
No log	5.25	462	0.8170	0.5929	0.8170	0.9039
No log	5.2727	464	0.7895	0.5858	0.7895	0.8885
No log	5.2955	466	0.7679	0.5723	0.7679	0.8763
No log	5.3182	468	0.7676	0.5626	0.7676	0.8761
No log	5.3409	470	0.7702	0.5517	0.7702	0.8776
No log	5.3636	472	0.7998	0.6062	0.7998	0.8943
No log	5.3864	474	0.8072	0.6303	0.8072	0.8984
No log	5.4091	476	0.8149	0.6226	0.8149	0.9027
No log	5.4318	478	0.8101	0.6068	0.8101	0.9000
No log	5.4545	480	0.7918	0.5833	0.7918	0.8898
No log	5.4773	482	0.7810	0.6016	0.7810	0.8837
No log	5.5	484	0.7797	0.5855	0.7797	0.8830
No log	5.5227	486	0.7854	0.5984	0.7854	0.8863
No log	5.5455	488	0.7932	0.6077	0.7932	0.8906
No log	5.5682	490	0.7940	0.6165	0.7940	0.8911
No log	5.5909	492	0.7812	0.6072	0.7812	0.8839
No log	5.6136	494	0.7886	0.6133	0.7886	0.8880
No log	5.6364	496	0.8081	0.6246	0.8081	0.8989
No log	5.6591	498	0.8125	0.6246	0.8125	0.9014
0.4243	5.6818	500	0.7945	0.6246	0.7945	0.8914
0.4243	5.7045	502	0.7790	0.6178	0.7790	0.8826
0.4243	5.7273	504	0.7719	0.6118	0.7719	0.8786
0.4243	5.75	506	0.7595	0.6061	0.7595	0.8715
0.4243	5.7727	508	0.7688	0.5798	0.7688	0.8768
0.4243	5.7955	510	0.7932	0.5847	0.7932	0.8906
0.4243	5.8182	512	0.8209	0.5724	0.8209	0.9060
0.4243	5.8409	514	0.8495	0.6075	0.8495	0.9217
0.4243	5.8636	516	0.8626	0.6044	0.8626	0.9287
0.4243	5.8864	518	0.8431	0.6013	0.8431	0.9182
0.4243	5.9091	520	0.7967	0.6050	0.7967	0.8926
0.4243	5.9318	522	0.7600	0.5680	0.7600	0.8718
0.4243	5.9545	524	0.7482	0.5595	0.7482	0.8650
0.4243	5.9773	526	0.7447	0.5649	0.7447	0.8630
0.4243	6.0	528	0.7587	0.5972	0.7587	0.8710
0.4243	6.0227	530	0.7800	0.6184	0.7800	0.8832
0.4243	6.0455	532	0.7987	0.6184	0.7987	0.8937
0.4243	6.0682	534	0.8039	0.6109	0.8039	0.8966
0.4243	6.0909	536	0.8150	0.6020	0.8150	0.9028
0.4243	6.1136	538	0.7892	0.5677	0.7892	0.8884
0.4243	6.1364	540	0.7663	0.5428	0.7663	0.8754
0.4243	6.1591	542	0.7484	0.5699	0.7484	0.8651
0.4243	6.1818	544	0.7485	0.5781	0.7485	0.8652
0.4243	6.2045	546	0.7559	0.5800	0.7559	0.8694
0.4243	6.2273	548	0.7529	0.5844	0.7529	0.8677
0.4243	6.25	550	0.7541	0.5741	0.7541	0.8684
0.4243	6.2727	552	0.7700	0.5776	0.7700	0.8775
0.4243	6.2955	554	0.7909	0.5988	0.7909	0.8893
0.4243	6.3182	556	0.7916	0.6026	0.7916	0.8897
0.4243	6.3409	558	0.7927	0.6181	0.7927	0.8903
0.4243	6.3636	560	0.7844	0.5841	0.7844	0.8857
0.4243	6.3864	562	0.7642	0.5865	0.7642	0.8742
0.4243	6.4091	564	0.7586	0.5883	0.7586	0.8710
0.4243	6.4318	566	0.7760	0.5831	0.7760	0.8809
0.4243	6.4545	568	0.8067	0.5977	0.8067	0.8982
0.4243	6.4773	570	0.8468	0.5817	0.8468	0.9202
0.4243	6.5	572	0.9096	0.5589	0.9096	0.9537
0.4243	6.5227	574	0.9367	0.5824	0.9367	0.9678
0.4243	6.5455	576	0.9166	0.5949	0.9166	0.9574
0.4243	6.5682	578	0.8527	0.6009	0.8527	0.9234
0.4243	6.5909	580	0.7932	0.6126	0.7932	0.8906
0.4243	6.6136	582	0.7552	0.5936	0.7552	0.8690
0.4243	6.6364	584	0.7509	0.5657	0.7509	0.8665
0.4243	6.6591	586	0.7626	0.6114	0.7626	0.8733
0.4243	6.6818	588	0.7951	0.6136	0.7951	0.8917
0.4243	6.7045	590	0.8322	0.6021	0.8322	0.9122
0.4243	6.7273	592	0.8721	0.5832	0.8721	0.9339
0.4243	6.75	594	0.9063	0.5962	0.9063	0.9520
0.4243	6.7727	596	0.9052	0.5822	0.9052	0.9514
0.4243	6.7955	598	0.8691	0.5698	0.8691	0.9323
0.4243	6.8182	600	0.8150	0.5862	0.8150	0.9028
0.4243	6.8409	602	0.7727	0.5744	0.7727	0.8790
0.4243	6.8636	604	0.7507	0.5681	0.7507	0.8665
0.4243	6.8864	606	0.7425	0.5732	0.7425	0.8617
0.4243	6.9091	608	0.7429	0.5668	0.7429	0.8619
0.4243	6.9318	610	0.7378	0.5722	0.7378	0.8589
0.4243	6.9545	612	0.7520	0.5698	0.7520	0.8672
0.4243	6.9773	614	0.7689	0.6135	0.7689	0.8769
0.4243	7.0	616	0.7776	0.6125	0.7776	0.8818
0.4243	7.0227	618	0.7952	0.6028	0.7952	0.8917
0.4243	7.0455	620	0.7984	0.6091	0.7984	0.8935
0.4243	7.0682	622	0.7826	0.6171	0.7826	0.8846
0.4243	7.0909	624	0.7715	0.6257	0.7715	0.8783
0.4243	7.1136	626	0.7739	0.6283	0.7739	0.8797
0.4243	7.1364	628	0.8043	0.6338	0.8043	0.8968
0.4243	7.1591	630	0.8461	0.6430	0.8461	0.9198
0.4243	7.1818	632	0.8513	0.6498	0.8513	0.9226
0.4243	7.2045	634	0.8233	0.6444	0.8233	0.9073
0.4243	7.2273	636	0.8110	0.6489	0.8110	0.9005
0.4243	7.25	638	0.7895	0.6414	0.7895	0.8886
0.4243	7.2727	640	0.7687	0.6513	0.7687	0.8767
0.4243	7.2955	642	0.7467	0.6598	0.7467	0.8641
0.4243	7.3182	644	0.7315	0.6530	0.7315	0.8553
0.4243	7.3409	646	0.7314	0.6468	0.7314	0.8552
0.4243	7.3636	648	0.7430	0.6468	0.7430	0.8620
0.4243	7.3864	650	0.7801	0.6471	0.7801	0.8832
0.4243	7.4091	652	0.8371	0.6444	0.8371	0.9149
0.4243	7.4318	654	0.8929	0.6207	0.8929	0.9449
0.4243	7.4545	656	0.9030	0.6207	0.9030	0.9503
0.4243	7.4773	658	0.8800	0.6137	0.8800	0.9381
0.4243	7.5	660	0.8543	0.6276	0.8543	0.9243
0.4243	7.5227	662	0.8249	0.6299	0.8249	0.9083
0.4243	7.5455	664	0.8101	0.6282	0.8101	0.9001
0.4243	7.5682	666	0.8135	0.6234	0.8135	0.9020
0.4243	7.5909	668	0.8248	0.6186	0.8248	0.9082
0.4243	7.6136	670	0.8226	0.6186	0.8226	0.9070
0.4243	7.6364	672	0.8463	0.6104	0.8463	0.9200
0.4243	7.6591	674	0.8469	0.6104	0.8469	0.9203
0.4243	7.6818	676	0.8269	0.6059	0.8269	0.9093
0.4243	7.7045	678	0.8234	0.6059	0.8234	0.9074
0.4243	7.7273	680	0.8111	0.6006	0.8111	0.9006
0.4243	7.75	682	0.8053	0.6213	0.8053	0.8974
0.4243	7.7727	684	0.8003	0.6263	0.8003	0.8946
0.4243	7.7955	686	0.7967	0.6263	0.7967	0.8926
0.4243	7.8182	688	0.7919	0.6263	0.7919	0.8899
0.4243	7.8409	690	0.8011	0.6142	0.8011	0.8950
0.4243	7.8636	692	0.8076	0.6142	0.8076	0.8987
0.4243	7.8864	694	0.8271	0.6225	0.8271	0.9095
0.4243	7.9091	696	0.8340	0.6336	0.8340	0.9132
0.4243	7.9318	698	0.8333	0.6264	0.8333	0.9129
0.4243	7.9545	700	0.8306	0.6264	0.8306	0.9114
0.4243	7.9773	702	0.8144	0.6305	0.8144	0.9024
0.4243	8.0	704	0.8037	0.6096	0.8037	0.8965
0.4243	8.0227	706	0.7985	0.6347	0.7985	0.8936
0.4243	8.0455	708	0.7985	0.6271	0.7985	0.8936
0.4243	8.0682	710	0.7974	0.6347	0.7974	0.8930
0.4243	8.0909	712	0.7933	0.6254	0.7933	0.8906
0.4243	8.1136	714	0.7975	0.6279	0.7975	0.8930
0.4243	8.1364	716	0.8014	0.6371	0.8014	0.8952
0.4243	8.1591	718	0.8212	0.6147	0.8212	0.9062
0.4243	8.1818	720	0.8361	0.6222	0.8361	0.9144
0.4243	8.2045	722	0.8488	0.6423	0.8488	0.9213
0.4243	8.2273	724	0.8652	0.6225	0.8652	0.9301
0.4243	8.25	726	0.8622	0.6225	0.8622	0.9285
0.4243	8.2727	728	0.8443	0.6207	0.8443	0.9189
0.4243	8.2955	730	0.8108	0.6296	0.8108	0.9005
0.4243	8.3182	732	0.7741	0.6193	0.7741	0.8798
0.4243	8.3409	734	0.7526	0.6213	0.7526	0.8675
0.4243	8.3636	736	0.7469	0.6187	0.7469	0.8643
0.4243	8.3864	738	0.7478	0.6125	0.7478	0.8647
0.4243	8.4091	740	0.7543	0.6109	0.7543	0.8685
0.4243	8.4318	742	0.7626	0.6280	0.7626	0.8733
0.4243	8.4545	744	0.7815	0.6347	0.7815	0.8840
0.4243	8.4773	746	0.8052	0.6338	0.8052	0.8973
0.4243	8.5	748	0.8179	0.6411	0.8179	0.9044
0.4243	8.5227	750	0.8327	0.6231	0.8327	0.9125
0.4243	8.5455	752	0.8407	0.6201	0.8407	0.9169
0.4243	8.5682	754	0.8513	0.6046	0.8513	0.9226
0.4243	8.5909	756	0.8691	0.6125	0.8691	0.9323
0.4243	8.6136	758	0.8774	0.6196	0.8774	0.9367
0.4243	8.6364	760	0.8984	0.6233	0.8984	0.9478
0.4243	8.6591	762	0.9071	0.6233	0.9071	0.9524
0.4243	8.6818	764	0.9015	0.6233	0.9015	0.9495
0.4243	8.7045	766	0.8803	0.6196	0.8803	0.9382
0.4243	8.7273	768	0.8634	0.6219	0.8634	0.9292
0.4243	8.75	770	0.8443	0.6289	0.8443	0.9189
0.4243	8.7727	772	0.8380	0.6476	0.8380	0.9154
0.4243	8.7955	774	0.8276	0.6493	0.8276	0.9097
0.4243	8.8182	776	0.8322	0.6476	0.8322	0.9122
0.4243	8.8409	778	0.8406	0.6544	0.8406	0.9169
0.4243	8.8636	780	0.8351	0.6544	0.8351	0.9138
0.4243	8.8864	782	0.8267	0.6607	0.8267	0.9092
0.4243	8.9091	784	0.8274	0.6607	0.8274	0.9096
0.4243	8.9318	786	0.8290	0.6476	0.8290	0.9105
0.4243	8.9545	788	0.8339	0.6446	0.8339	0.9132
0.4243	8.9773	790	0.8449	0.6320	0.8449	0.9192
0.4243	9.0	792	0.8680	0.6158	0.8680	0.9316
0.4243	9.0227	794	0.8876	0.6196	0.8876	0.9421
0.4243	9.0455	796	0.8960	0.6196	0.8960	0.9466
0.4243	9.0682	798	0.9075	0.6233	0.9075	0.9526
0.4243	9.0909	800	0.9084	0.6233	0.9084	0.9531
0.4243	9.1136	802	0.9115	0.6233	0.9115	0.9547
0.4243	9.1364	804	0.9122	0.6163	0.9122	0.9551
0.4243	9.1591	806	0.9145	0.6058	0.9145	0.9563
0.4243	9.1818	808	0.9220	0.6058	0.9220	0.9602
0.4243	9.2045	810	0.9185	0.6058	0.9185	0.9584
0.4243	9.2273	812	0.9091	0.6058	0.9091	0.9534
0.4243	9.25	814	0.8922	0.6159	0.8922	0.9446
0.4243	9.2727	816	0.8776	0.6134	0.8776	0.9368
0.4243	9.2955	818	0.8573	0.5995	0.8573	0.9259
0.4243	9.3182	820	0.8352	0.6009	0.8352	0.9139
0.4243	9.3409	822	0.8204	0.5998	0.8204	0.9058
0.4243	9.3636	824	0.8091	0.6050	0.8091	0.8995
0.4243	9.3864	826	0.8039	0.6050	0.8039	0.8966
0.4243	9.4091	828	0.8052	0.6050	0.8052	0.8973
0.4243	9.4318	830	0.8097	0.6050	0.8097	0.8998
0.4243	9.4545	832	0.8168	0.5908	0.8168	0.9038
0.4243	9.4773	834	0.8237	0.5908	0.8237	0.9076
0.4243	9.5	836	0.8278	0.5908	0.8278	0.9098
0.4243	9.5227	838	0.8310	0.5801	0.8310	0.9116
0.4243	9.5455	840	0.8381	0.5776	0.8381	0.9155
0.4243	9.5682	842	0.8488	0.6009	0.8488	0.9213
0.4243	9.5909	844	0.8619	0.5995	0.8619	0.9284
0.4243	9.6136	846	0.8694	0.6035	0.8694	0.9324
0.4243	9.6364	848	0.8780	0.6100	0.8780	0.9370
0.4243	9.6591	850	0.8812	0.6100	0.8812	0.9387
0.4243	9.6818	852	0.8795	0.6100	0.8795	0.9378
0.4243	9.7045	854	0.8758	0.6149	0.8758	0.9358
0.4243	9.7273	856	0.8694	0.6109	0.8694	0.9324
0.4243	9.75	858	0.8636	0.6035	0.8636	0.9293
0.4243	9.7727	860	0.8585	0.5995	0.8585	0.9266
0.4243	9.7955	862	0.8538	0.6009	0.8538	0.9240
0.4243	9.8182	864	0.8511	0.6009	0.8511	0.9225
0.4243	9.8409	866	0.8497	0.6009	0.8497	0.9218
0.4243	9.8636	868	0.8478	0.5933	0.8478	0.9208
0.4243	9.8864	870	0.8459	0.5855	0.8459	0.9197
0.4243	9.9091	872	0.8452	0.5855	0.8452	0.9193
0.4243	9.9318	874	0.8441	0.5855	0.8441	0.9188
0.4243	9.9545	876	0.8432	0.5855	0.8432	0.9182
0.4243	9.9773	878	0.8430	0.5855	0.8430	0.9181
0.4243	10.0	880	0.8429	0.5855	0.8429	0.9181

Framework versions

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