ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k18_task5_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: 0.9658
• Qwk: 0.6518
• Mse: 0.9658
• Rmse: 0.9828

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	0.0282	2	2.1265	0.0255	2.1265	1.4583
No log	0.0563	4	1.5109	0.1391	1.5109	1.2292
No log	0.0845	6	1.4871	0.1983	1.4871	1.2195
No log	0.1127	8	1.8106	0.2798	1.8106	1.3456
No log	0.1408	10	1.9600	0.2726	1.9600	1.4000
No log	0.1690	12	2.0345	0.2221	2.0345	1.4264
No log	0.1972	14	1.8877	0.2766	1.8877	1.3739
No log	0.2254	16	1.7224	0.2563	1.7224	1.3124
No log	0.2535	18	1.4975	0.2129	1.4975	1.2237
No log	0.2817	20	1.4836	0.2389	1.4836	1.2180
No log	0.3099	22	1.4795	0.2937	1.4795	1.2163
No log	0.3380	24	1.4330	0.3014	1.4330	1.1971
No log	0.3662	26	1.4738	0.3255	1.4738	1.2140
No log	0.3944	28	1.3643	0.3542	1.3643	1.1680
No log	0.4225	30	1.1943	0.3993	1.1943	1.0928
No log	0.4507	32	1.1380	0.4256	1.1380	1.0668
No log	0.4789	34	1.1184	0.4406	1.1184	1.0575
No log	0.5070	36	1.1574	0.4395	1.1574	1.0758
No log	0.5352	38	1.1131	0.5158	1.1131	1.0551
No log	0.5634	40	1.1205	0.5517	1.1205	1.0585
No log	0.5915	42	1.0812	0.5688	1.0812	1.0398
No log	0.6197	44	1.0192	0.5507	1.0192	1.0096
No log	0.6479	46	1.0295	0.5757	1.0295	1.0147
No log	0.6761	48	1.0519	0.5936	1.0519	1.0256
No log	0.7042	50	1.0685	0.5786	1.0685	1.0337
No log	0.7324	52	1.1395	0.5394	1.1395	1.0675
No log	0.7606	54	1.0275	0.5475	1.0275	1.0136
No log	0.7887	56	1.2482	0.5182	1.2482	1.1172
No log	0.8169	58	1.8034	0.4741	1.8034	1.3429
No log	0.8451	60	1.5313	0.4848	1.5313	1.2375
No log	0.8732	62	1.1083	0.4991	1.1083	1.0528
No log	0.9014	64	1.0196	0.5222	1.0196	1.0098
No log	0.9296	66	1.1208	0.5497	1.1208	1.0587
No log	0.9577	68	1.5701	0.5163	1.5701	1.2530
No log	0.9859	70	1.7511	0.4675	1.7511	1.3233
No log	1.0141	72	1.4980	0.4999	1.4980	1.2239
No log	1.0423	74	1.0847	0.5829	1.0847	1.0415
No log	1.0704	76	1.0221	0.5681	1.0221	1.0110
No log	1.0986	78	1.0142	0.5907	1.0142	1.0071
No log	1.1268	80	1.4114	0.5399	1.4114	1.1880
No log	1.1549	82	1.7710	0.5168	1.7710	1.3308
No log	1.1831	84	1.4576	0.5330	1.4576	1.2073
No log	1.2113	86	1.0449	0.5751	1.0449	1.0222
No log	1.2394	88	0.9922	0.5846	0.9922	0.9961
No log	1.2676	90	1.0970	0.5986	1.0970	1.0474
No log	1.2958	92	1.0562	0.6193	1.0562	1.0277
No log	1.3239	94	1.2206	0.5724	1.2206	1.1048
No log	1.3521	96	1.3103	0.5624	1.3103	1.1447
No log	1.3803	98	1.3127	0.5434	1.3127	1.1457
No log	1.4085	100	1.1830	0.5864	1.1830	1.0877
No log	1.4366	102	0.8435	0.6743	0.8435	0.9184
No log	1.4648	104	0.8061	0.6682	0.8061	0.8978
No log	1.4930	106	1.0643	0.6433	1.0643	1.0316
No log	1.5211	108	1.3409	0.5834	1.3409	1.1580
No log	1.5493	110	1.1648	0.6150	1.1648	1.0792
No log	1.5775	112	0.8942	0.6322	0.8942	0.9456
No log	1.6056	114	0.9728	0.6149	0.9728	0.9863
No log	1.6338	116	1.2584	0.6139	1.2584	1.1218
No log	1.6620	118	1.2384	0.6126	1.2384	1.1128
No log	1.6901	120	0.9864	0.6345	0.9864	0.9932
No log	1.7183	122	0.9183	0.6334	0.9183	0.9583
No log	1.7465	124	0.9238	0.6070	0.9238	0.9612
No log	1.7746	126	0.8333	0.6541	0.8333	0.9128
No log	1.8028	128	0.8350	0.6696	0.8350	0.9138
No log	1.8310	130	0.9937	0.5979	0.9937	0.9968
No log	1.8592	132	1.0834	0.6043	1.0834	1.0409
No log	1.8873	134	1.3425	0.5632	1.3425	1.1587
No log	1.9155	136	1.2567	0.5922	1.2567	1.1210
No log	1.9437	138	0.8902	0.6710	0.8902	0.9435
No log	1.9718	140	0.7844	0.6836	0.7844	0.8857
No log	2.0	142	0.8283	0.6780	0.8283	0.9101
No log	2.0282	144	0.9656	0.6726	0.9656	0.9827
No log	2.0563	146	1.0782	0.6607	1.0782	1.0384
No log	2.0845	148	1.2763	0.6150	1.2763	1.1297
No log	2.1127	150	1.4801	0.5837	1.4801	1.2166
No log	2.1408	152	1.3913	0.6211	1.3913	1.1795
No log	2.1690	154	1.2191	0.6791	1.2191	1.1041
No log	2.1972	156	1.0160	0.6905	1.0160	1.0080
No log	2.2254	158	0.9672	0.6987	0.9672	0.9835
No log	2.2535	160	1.1716	0.6426	1.1716	1.0824
No log	2.2817	162	1.1812	0.6288	1.1812	1.0868
No log	2.3099	164	1.0094	0.6535	1.0094	1.0047
No log	2.3380	166	0.8064	0.7052	0.8064	0.8980
No log	2.3662	168	0.6785	0.7492	0.6785	0.8237
No log	2.3944	170	0.6119	0.7474	0.6119	0.7822
No log	2.4225	172	0.6290	0.7514	0.6290	0.7931
No log	2.4507	174	0.6994	0.7679	0.6994	0.8363
No log	2.4789	176	0.7374	0.7508	0.7374	0.8587
No log	2.5070	178	0.7811	0.7380	0.7811	0.8838
No log	2.5352	180	0.6648	0.7583	0.6648	0.8153
No log	2.5634	182	0.6103	0.7264	0.6103	0.7812
No log	2.5915	184	0.6086	0.7631	0.6086	0.7801
No log	2.6197	186	0.6274	0.7665	0.6274	0.7921
No log	2.6479	188	0.7558	0.7267	0.7558	0.8694
No log	2.6761	190	0.8207	0.7305	0.8207	0.9059
No log	2.7042	192	0.8325	0.7228	0.8325	0.9124
No log	2.7324	194	0.8023	0.7354	0.8023	0.8957
No log	2.7606	196	0.9057	0.7092	0.9057	0.9517
No log	2.7887	198	0.9394	0.7162	0.9394	0.9692
No log	2.8169	200	1.1330	0.6362	1.1330	1.0644
No log	2.8451	202	1.0972	0.6356	1.0972	1.0475
No log	2.8732	204	0.8571	0.6917	0.8571	0.9258
No log	2.9014	206	0.7311	0.7197	0.7311	0.8550
No log	2.9296	208	0.7662	0.7164	0.7662	0.8753
No log	2.9577	210	0.8396	0.7166	0.8396	0.9163
No log	2.9859	212	0.8976	0.7160	0.8976	0.9474
No log	3.0141	214	0.8923	0.7108	0.8923	0.9446
No log	3.0423	216	0.7556	0.7364	0.7556	0.8693
No log	3.0704	218	0.7140	0.7424	0.7140	0.8450
No log	3.0986	220	0.8213	0.7411	0.8213	0.9063
No log	3.1268	222	1.0635	0.6593	1.0635	1.0313
No log	3.1549	224	1.1598	0.6160	1.1598	1.0769
No log	3.1831	226	0.9929	0.6421	0.9929	0.9964
No log	3.2113	228	0.9712	0.6718	0.9712	0.9855
No log	3.2394	230	0.9264	0.6695	0.9264	0.9625
No log	3.2676	232	0.9915	0.6315	0.9915	0.9957
No log	3.2958	234	1.1333	0.6256	1.1333	1.0646
No log	3.3239	236	1.3338	0.5955	1.3338	1.1549
No log	3.3521	238	1.1485	0.6268	1.1485	1.0717
No log	3.3803	240	0.8550	0.6589	0.8550	0.9246
No log	3.4085	242	0.7590	0.6641	0.7590	0.8712
No log	3.4366	244	0.8871	0.6570	0.8871	0.9419
No log	3.4648	246	1.3395	0.5990	1.3395	1.1574
No log	3.4930	248	1.5807	0.5544	1.5807	1.2573
No log	3.5211	250	1.3778	0.5832	1.3778	1.1738
No log	3.5493	252	0.9731	0.6026	0.9731	0.9865
No log	3.5775	254	0.7551	0.6900	0.7551	0.8690
No log	3.6056	256	0.7186	0.7270	0.7186	0.8477
No log	3.6338	258	0.7943	0.6549	0.7943	0.8912
No log	3.6620	260	0.9468	0.6142	0.9468	0.9730
No log	3.6901	262	1.0130	0.6187	1.0130	1.0065
No log	3.7183	264	0.9479	0.6334	0.9479	0.9736
No log	3.7465	266	0.8660	0.6399	0.8660	0.9306
No log	3.7746	268	0.8388	0.6842	0.8388	0.9159
No log	3.8028	270	0.7498	0.6862	0.7498	0.8659
No log	3.8310	272	0.7514	0.6927	0.7514	0.8668
No log	3.8592	274	0.9151	0.6918	0.9151	0.9566
No log	3.8873	276	1.0699	0.6429	1.0699	1.0343
No log	3.9155	278	1.0641	0.6524	1.0641	1.0315
No log	3.9437	280	0.8635	0.6882	0.8635	0.9292
No log	3.9718	282	0.7035	0.7130	0.7035	0.8388
No log	4.0	284	0.7185	0.6852	0.7185	0.8476
No log	4.0282	286	0.8400	0.6888	0.8400	0.9165
No log	4.0563	288	1.0775	0.6486	1.0775	1.0380
No log	4.0845	290	1.0903	0.6530	1.0903	1.0442
No log	4.1127	292	1.0242	0.6559	1.0242	1.0120
No log	4.1408	294	1.0212	0.6416	1.0212	1.0105
No log	4.1690	296	0.9269	0.6562	0.9269	0.9628
No log	4.1972	298	0.8684	0.6583	0.8684	0.9319
No log	4.2254	300	0.9614	0.6609	0.9614	0.9805
No log	4.2535	302	1.0431	0.6338	1.0431	1.0213
No log	4.2817	304	1.1542	0.5999	1.1542	1.0744
No log	4.3099	306	1.0459	0.5926	1.0459	1.0227
No log	4.3380	308	0.9142	0.6080	0.9142	0.9561
No log	4.3662	310	0.7796	0.6326	0.7796	0.8829
No log	4.3944	312	0.7284	0.6665	0.7284	0.8535
No log	4.4225	314	0.7867	0.6608	0.7867	0.8870
No log	4.4507	316	0.9540	0.6880	0.9540	0.9767
No log	4.4789	318	1.1258	0.6454	1.1258	1.0610
No log	4.5070	320	1.0779	0.6560	1.0779	1.0382
No log	4.5352	322	0.9524	0.6959	0.9524	0.9759
No log	4.5634	324	0.7900	0.7169	0.7900	0.8888
No log	4.5915	326	0.7687	0.7192	0.7687	0.8768
No log	4.6197	328	0.8885	0.6925	0.8885	0.9426
No log	4.6479	330	0.9443	0.6801	0.9443	0.9717
No log	4.6761	332	1.0024	0.6486	1.0024	1.0012
No log	4.7042	334	0.8682	0.6795	0.8682	0.9318
No log	4.7324	336	0.7207	0.7103	0.7207	0.8489
No log	4.7606	338	0.6993	0.7130	0.6993	0.8363
No log	4.7887	340	0.7417	0.7108	0.7417	0.8612
No log	4.8169	342	0.8440	0.7295	0.8440	0.9187
No log	4.8451	344	0.9318	0.7005	0.9318	0.9653
No log	4.8732	346	0.9367	0.6998	0.9367	0.9678
No log	4.9014	348	0.8743	0.6967	0.8743	0.9350
No log	4.9296	350	0.8710	0.6962	0.8710	0.9333
No log	4.9577	352	0.8672	0.6720	0.8672	0.9313
No log	4.9859	354	0.8713	0.6704	0.8713	0.9334
No log	5.0141	356	0.9169	0.6521	0.9169	0.9575
No log	5.0423	358	1.0512	0.6094	1.0512	1.0253
No log	5.0704	360	1.0720	0.5935	1.0720	1.0354
No log	5.0986	362	0.9747	0.6245	0.9747	0.9873
No log	5.1268	364	0.8195	0.6603	0.8195	0.9053
No log	5.1549	366	0.7246	0.6988	0.7246	0.8513
No log	5.1831	368	0.7557	0.6829	0.7557	0.8693
No log	5.2113	370	0.9329	0.6820	0.9329	0.9659
No log	5.2394	372	1.0504	0.6296	1.0504	1.0249
No log	5.2676	374	0.9972	0.6644	0.9972	0.9986
No log	5.2958	376	0.8343	0.6806	0.8343	0.9134
No log	5.3239	378	0.7709	0.6839	0.7709	0.8780
No log	5.3521	380	0.8207	0.6687	0.8207	0.9059
No log	5.3803	382	0.9402	0.6321	0.9402	0.9696
No log	5.4085	384	1.0151	0.6183	1.0151	1.0075
No log	5.4366	386	1.0289	0.6099	1.0289	1.0144
No log	5.4648	388	1.0164	0.6099	1.0164	1.0082
No log	5.4930	390	0.9436	0.6207	0.9436	0.9714
No log	5.5211	392	0.8748	0.6284	0.8748	0.9353
No log	5.5493	394	0.8229	0.6358	0.8229	0.9072
No log	5.5775	396	0.7898	0.6686	0.7898	0.8887
No log	5.6056	398	0.8331	0.6259	0.8331	0.9127
No log	5.6338	400	1.0035	0.6441	1.0035	1.0017
No log	5.6620	402	1.2278	0.5959	1.2278	1.1081
No log	5.6901	404	1.2986	0.5923	1.2986	1.1396
No log	5.7183	406	1.2117	0.5916	1.2117	1.1008
No log	5.7465	408	1.0514	0.6324	1.0514	1.0254
No log	5.7746	410	0.9191	0.6664	0.9191	0.9587
No log	5.8028	412	0.8497	0.6785	0.8497	0.9218
No log	5.8310	414	0.8686	0.6842	0.8686	0.9320
No log	5.8592	416	0.9902	0.6404	0.9902	0.9951
No log	5.8873	418	1.1027	0.6387	1.1027	1.0501
No log	5.9155	420	1.2919	0.5927	1.2919	1.1366
No log	5.9437	422	1.4122	0.6056	1.4122	1.1884
No log	5.9718	424	1.3818	0.6018	1.3818	1.1755
No log	6.0	426	1.2214	0.5933	1.2214	1.1052
No log	6.0282	428	1.0503	0.6538	1.0503	1.0248
No log	6.0563	430	0.9163	0.6836	0.9163	0.9572
No log	6.0845	432	0.9147	0.6817	0.9147	0.9564
No log	6.1127	434	0.9936	0.6721	0.9936	0.9968
No log	6.1408	436	1.0081	0.6634	1.0081	1.0040
No log	6.1690	438	1.0073	0.6571	1.0073	1.0036
No log	6.1972	440	0.9549	0.6560	0.9549	0.9772
No log	6.2254	442	0.9789	0.6385	0.9789	0.9894
No log	6.2535	444	1.0680	0.6198	1.0680	1.0335
No log	6.2817	446	1.0760	0.6212	1.0760	1.0373
No log	6.3099	448	1.0046	0.6358	1.0046	1.0023
No log	6.3380	450	0.9820	0.6385	0.9820	0.9910
No log	6.3662	452	0.9211	0.6441	0.9211	0.9597
No log	6.3944	454	0.8590	0.6493	0.8590	0.9268
No log	6.4225	456	0.8432	0.6501	0.8432	0.9183
No log	6.4507	458	0.9032	0.6695	0.9032	0.9504
No log	6.4789	460	0.9323	0.6773	0.9323	0.9655
No log	6.5070	462	0.8878	0.6718	0.8878	0.9423
No log	6.5352	464	0.8039	0.6727	0.8039	0.8966
No log	6.5634	466	0.7894	0.6653	0.7894	0.8885
No log	6.5915	468	0.7783	0.6570	0.7783	0.8822
No log	6.6197	470	0.7654	0.6857	0.7654	0.8749
No log	6.6479	472	0.8145	0.6562	0.8145	0.9025
No log	6.6761	474	0.9139	0.6547	0.9139	0.9560
No log	6.7042	476	1.0047	0.6588	1.0047	1.0023
No log	6.7324	478	0.9884	0.6588	0.9884	0.9942
No log	6.7606	480	0.9215	0.6594	0.9215	0.9600
No log	6.7887	482	0.8665	0.6441	0.8665	0.9308
No log	6.8169	484	0.8536	0.6456	0.8536	0.9239
No log	6.8451	486	0.8312	0.6585	0.8312	0.9117
No log	6.8732	488	0.8052	0.6626	0.8052	0.8973
No log	6.9014	490	0.8253	0.6602	0.8253	0.9085
No log	6.9296	492	0.8605	0.6564	0.8605	0.9276
No log	6.9577	494	0.9575	0.6588	0.9575	0.9785
No log	6.9859	496	0.9942	0.6480	0.9942	0.9971
No log	7.0141	498	0.9571	0.6588	0.9571	0.9783
0.3286	7.0423	500	0.8949	0.6743	0.8949	0.9460
0.3286	7.0704	502	0.8343	0.6578	0.8343	0.9134
0.3286	7.0986	504	0.8247	0.6578	0.8247	0.9081
0.3286	7.1268	506	0.8107	0.6644	0.8107	0.9004
0.3286	7.1549	508	0.7869	0.6842	0.7869	0.8871
0.3286	7.1831	510	0.7966	0.6710	0.7966	0.8925
0.3286	7.2113	512	0.8634	0.6662	0.8634	0.9292
0.3286	7.2394	514	0.9067	0.6657	0.9067	0.9522
0.3286	7.2676	516	0.9263	0.6657	0.9263	0.9624
0.3286	7.2958	518	0.9090	0.6657	0.9090	0.9534
0.3286	7.3239	520	0.8558	0.6574	0.8558	0.9251
0.3286	7.3521	522	0.8309	0.6670	0.8309	0.9115
0.3286	7.3803	524	0.8197	0.6670	0.8197	0.9054
0.3286	7.4085	526	0.8697	0.6773	0.8697	0.9326
0.3286	7.4366	528	0.9541	0.6734	0.9541	0.9768
0.3286	7.4648	530	1.0196	0.6517	1.0196	1.0097
0.3286	7.4930	532	1.0276	0.6517	1.0276	1.0137
0.3286	7.5211	534	0.9704	0.6741	0.9704	0.9851
0.3286	7.5493	536	0.9070	0.6882	0.9070	0.9524
0.3286	7.5775	538	0.8613	0.6938	0.8613	0.9280
0.3286	7.6056	540	0.8290	0.6749	0.8290	0.9105
0.3286	7.6338	542	0.8297	0.6749	0.8297	0.9109
0.3286	7.6620	544	0.8269	0.6749	0.8269	0.9094
0.3286	7.6901	546	0.8549	0.6787	0.8549	0.9246
0.3286	7.7183	548	0.8813	0.6882	0.8813	0.9388
0.3286	7.7465	550	0.8899	0.6994	0.8899	0.9433
0.3286	7.7746	552	0.9364	0.6897	0.9364	0.9677
0.3286	7.8028	554	0.9944	0.6740	0.9944	0.9972
0.3286	7.8310	556	0.9968	0.6680	0.9968	0.9984
0.3286	7.8592	558	0.9514	0.6773	0.9514	0.9754
0.3286	7.8873	560	0.9139	0.6858	0.9139	0.9560
0.3286	7.9155	562	0.8889	0.6704	0.8889	0.9428
0.3286	7.9437	564	0.8574	0.6639	0.8574	0.9260
0.3286	7.9718	566	0.8705	0.6704	0.8705	0.9330
0.3286	8.0	568	0.9039	0.6704	0.9039	0.9507
0.3286	8.0282	570	0.9158	0.6858	0.9158	0.9570
0.3286	8.0563	572	0.9000	0.6858	0.9000	0.9487
0.3286	8.0845	574	0.8959	0.6843	0.8959	0.9465
0.3286	8.1127	576	0.9158	0.6849	0.9158	0.9570
0.3286	8.1408	578	0.9524	0.6748	0.9524	0.9759
0.3286	8.1690	580	0.9753	0.6779	0.9753	0.9876
0.3286	8.1972	582	0.9938	0.6718	0.9938	0.9969
0.3286	8.2254	584	1.0199	0.6613	1.0199	1.0099
0.3286	8.2535	586	0.9934	0.6673	0.9934	0.9967
0.3286	8.2817	588	0.9591	0.6773	0.9591	0.9793
0.3286	8.3099	590	0.9093	0.6843	0.9093	0.9536
0.3286	8.3380	592	0.8752	0.6860	0.8752	0.9355
0.3286	8.3662	594	0.8552	0.6783	0.8552	0.9248
0.3286	8.3944	596	0.8419	0.6670	0.8419	0.9176
0.3286	8.4225	598	0.8587	0.6782	0.8587	0.9267
0.3286	8.4507	600	0.8805	0.6860	0.8805	0.9383
0.3286	8.4789	602	0.9254	0.6750	0.9254	0.9620
0.3286	8.5070	604	0.9997	0.6518	0.9997	0.9998
0.3286	8.5352	606	1.0405	0.6446	1.0405	1.0200
0.3286	8.5634	608	1.0469	0.6446	1.0469	1.0232
0.3286	8.5915	610	1.0210	0.6528	1.0210	1.0104
0.3286	8.6197	612	0.9925	0.6528	0.9925	0.9962
0.3286	8.6479	614	0.9352	0.6603	0.9352	0.9671
0.3286	8.6761	616	0.8946	0.6535	0.8946	0.9458
0.3286	8.7042	618	0.8702	0.6420	0.8702	0.9328
0.3286	8.7324	620	0.8653	0.6533	0.8653	0.9302
0.3286	8.7606	622	0.8735	0.6615	0.8735	0.9346
0.3286	8.7887	624	0.8804	0.6615	0.8804	0.9383
0.3286	8.8169	626	0.8850	0.6750	0.8850	0.9408
0.3286	8.8451	628	0.8758	0.6805	0.8758	0.9359
0.3286	8.8732	630	0.8836	0.6843	0.8836	0.9400
0.3286	8.9014	632	0.9044	0.6625	0.9044	0.9510
0.3286	8.9296	634	0.9259	0.6650	0.9259	0.9622
0.3286	8.9577	636	0.9712	0.6612	0.9712	0.9855
0.3286	8.9859	638	1.0059	0.6528	1.0059	1.0030
0.3286	9.0141	640	1.0276	0.6528	1.0276	1.0137
0.3286	9.0423	642	1.0296	0.6490	1.0296	1.0147
0.3286	9.0704	644	1.0185	0.6490	1.0185	1.0092
0.3286	9.0986	646	1.0189	0.6480	1.0189	1.0094
0.3286	9.1268	648	1.0049	0.6480	1.0049	1.0024
0.3286	9.1549	650	0.9832	0.6480	0.9832	0.9916
0.3286	9.1831	652	0.9845	0.6480	0.9845	0.9922
0.3286	9.2113	654	1.0053	0.6480	1.0053	1.0027
0.3286	9.2394	656	1.0194	0.6396	1.0194	1.0097
0.3286	9.2676	658	1.0209	0.6396	1.0209	1.0104
0.3286	9.2958	660	1.0061	0.6480	1.0061	1.0030
0.3286	9.3239	662	0.9904	0.6480	0.9904	0.9952
0.3286	9.3521	664	0.9821	0.6480	0.9821	0.9910
0.3286	9.3803	666	0.9801	0.6518	0.9801	0.9900
0.3286	9.4085	668	0.9745	0.6518	0.9745	0.9872
0.3286	9.4366	670	0.9588	0.6518	0.9588	0.9792
0.3286	9.4648	672	0.9441	0.6603	0.9441	0.9716
0.3286	9.4930	674	0.9390	0.6618	0.9390	0.9690
0.3286	9.5211	676	0.9402	0.6618	0.9402	0.9697
0.3286	9.5493	678	0.9334	0.6618	0.9334	0.9661
0.3286	9.5775	680	0.9293	0.6618	0.9293	0.9640
0.3286	9.6056	682	0.9317	0.6618	0.9317	0.9653
0.3286	9.6338	684	0.9339	0.6618	0.9339	0.9664
0.3286	9.6620	686	0.9450	0.6618	0.9450	0.9721
0.3286	9.6901	688	0.9580	0.6518	0.9580	0.9788
0.3286	9.7183	690	0.9670	0.6518	0.9670	0.9834
0.3286	9.7465	692	0.9713	0.6518	0.9713	0.9855
0.3286	9.7746	694	0.9760	0.6518	0.9760	0.9879
0.3286	9.8028	696	0.9773	0.6518	0.9773	0.9886
0.3286	9.8310	698	0.9756	0.6518	0.9756	0.9877
0.3286	9.8592	700	0.9727	0.6518	0.9727	0.9863
0.3286	9.8873	702	0.9704	0.6518	0.9704	0.9851
0.3286	9.9155	704	0.9669	0.6518	0.9669	0.9833
0.3286	9.9437	706	0.9659	0.6518	0.9659	0.9828
0.3286	9.9718	708	0.9660	0.6518	0.9660	0.9828
0.3286	10.0	710	0.9658	0.6518	0.9658	0.9828

Framework versions

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