ArabicNewSplits6_WithDuplicationsForScore5_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: 0.7391
• Qwk: 0.7125
• Mse: 0.7391
• Rmse: 0.8597

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	0.0253	2	5.0693	-0.0267	5.0693	2.2515
No log	0.0506	4	3.2280	0.0811	3.2280	1.7967
No log	0.0759	6	1.9322	0.1254	1.9322	1.3900
No log	0.1013	8	1.3039	0.1986	1.3039	1.1419
No log	0.1266	10	1.2209	0.2244	1.2209	1.1050
No log	0.1519	12	1.3097	0.1218	1.3097	1.1444
No log	0.1772	14	1.4666	0.0622	1.4666	1.2110
No log	0.2025	16	1.4473	0.1135	1.4473	1.2030
No log	0.2278	18	1.7221	0.0087	1.7221	1.3123
No log	0.2532	20	2.2918	0.0348	2.2918	1.5139
No log	0.2785	22	1.5516	0.0793	1.5516	1.2456
No log	0.3038	24	1.1014	0.3399	1.1014	1.0495
No log	0.3291	26	1.0560	0.3397	1.0560	1.0276
No log	0.3544	28	1.0005	0.4083	1.0005	1.0002
No log	0.3797	30	0.9739	0.4248	0.9739	0.9868
No log	0.4051	32	0.9846	0.3730	0.9846	0.9923
No log	0.4304	34	1.2665	0.2815	1.2665	1.1254
No log	0.4557	36	1.6176	0.2746	1.6176	1.2718
No log	0.4810	38	1.3516	0.3335	1.3516	1.1626
No log	0.5063	40	0.8922	0.4806	0.8922	0.9445
No log	0.5316	42	0.9413	0.5361	0.9413	0.9702
No log	0.5570	44	1.0338	0.5100	1.0338	1.0168
No log	0.5823	46	0.8493	0.5655	0.8493	0.9216
No log	0.6076	48	1.0630	0.5439	1.0630	1.0310
No log	0.6329	50	1.8555	0.3558	1.8555	1.3622
No log	0.6582	52	1.7343	0.3894	1.7343	1.3169
No log	0.6835	54	1.0116	0.5563	1.0116	1.0058
No log	0.7089	56	0.8057	0.5823	0.8057	0.8976
No log	0.7342	58	0.7624	0.6413	0.7624	0.8732
No log	0.7595	60	0.9054	0.5324	0.9054	0.9515
No log	0.7848	62	1.4071	0.4085	1.4071	1.1862
No log	0.8101	64	1.4029	0.3784	1.4029	1.1844
No log	0.8354	66	0.9935	0.4372	0.9935	0.9967
No log	0.8608	68	0.7064	0.6004	0.7064	0.8405
No log	0.8861	70	1.0547	0.5114	1.0547	1.0270
No log	0.9114	72	1.4066	0.4614	1.4066	1.1860
No log	0.9367	74	1.2054	0.5246	1.2054	1.0979
No log	0.9620	76	0.8156	0.5908	0.8156	0.9031
No log	0.9873	78	0.7015	0.6195	0.7015	0.8376
No log	1.0127	80	0.9819	0.4933	0.9819	0.9909
No log	1.0380	82	1.1100	0.5237	1.1100	1.0536
No log	1.0633	84	0.9152	0.5704	0.9152	0.9567
No log	1.0886	86	0.7125	0.6450	0.7125	0.8441
No log	1.1139	88	0.7637	0.6873	0.7637	0.8739
No log	1.1392	90	0.8105	0.6666	0.8105	0.9003
No log	1.1646	92	0.7115	0.6766	0.7115	0.8435
No log	1.1899	94	0.7106	0.7134	0.7106	0.8430
No log	1.2152	96	0.7983	0.6734	0.7983	0.8935
No log	1.2405	98	0.8760	0.6676	0.8760	0.9359
No log	1.2658	100	0.9956	0.6454	0.9956	0.9978
No log	1.2911	102	0.9282	0.6648	0.9282	0.9634
No log	1.3165	104	0.9771	0.6751	0.9771	0.9885
No log	1.3418	106	1.1182	0.6370	1.1182	1.0575
No log	1.3671	108	1.1779	0.6209	1.1779	1.0853
No log	1.3924	110	1.1137	0.6311	1.1137	1.0553
No log	1.4177	112	0.9037	0.7017	0.9037	0.9506
No log	1.4430	114	0.8023	0.6854	0.8023	0.8957
No log	1.4684	116	0.7680	0.7078	0.7680	0.8763
No log	1.4937	118	0.7812	0.6620	0.7812	0.8839
No log	1.5190	120	0.7803	0.6428	0.7803	0.8833
No log	1.5443	122	0.7306	0.6684	0.7306	0.8548
No log	1.5696	124	0.7310	0.6580	0.7310	0.8550
No log	1.5949	126	0.9852	0.6475	0.9852	0.9926
No log	1.6203	128	1.5842	0.5288	1.5842	1.2587
No log	1.6456	130	1.9049	0.4866	1.9049	1.3802
No log	1.6709	132	1.7597	0.4781	1.7597	1.3265
No log	1.6962	134	1.5945	0.5065	1.5945	1.2627
No log	1.7215	136	1.3644	0.5285	1.3644	1.1681
No log	1.7468	138	1.1678	0.5913	1.1678	1.0806
No log	1.7722	140	1.0179	0.5947	1.0179	1.0089
No log	1.7975	142	0.8372	0.6747	0.8372	0.9150
No log	1.8228	144	0.9471	0.6734	0.9471	0.9732
No log	1.8481	146	1.1603	0.6500	1.1603	1.0771
No log	1.8734	148	1.1231	0.6323	1.1231	1.0598
No log	1.8987	150	1.0138	0.6605	1.0138	1.0069
No log	1.9241	152	0.7942	0.6835	0.7942	0.8912
No log	1.9494	154	0.7621	0.6744	0.7621	0.8730
No log	1.9747	156	0.8235	0.6781	0.8235	0.9074
No log	2.0	158	0.8925	0.6592	0.8925	0.9447
No log	2.0253	160	0.9082	0.6725	0.9082	0.9530
No log	2.0506	162	1.0423	0.6774	1.0423	1.0209
No log	2.0759	164	1.0969	0.6398	1.0969	1.0473
No log	2.1013	166	1.3105	0.5996	1.3105	1.1448
No log	2.1266	168	1.3761	0.5867	1.3761	1.1731
No log	2.1519	170	1.3540	0.5519	1.3540	1.1636
No log	2.1772	172	1.1183	0.5583	1.1183	1.0575
No log	2.2025	174	0.9875	0.6018	0.9875	0.9937
No log	2.2278	176	1.0471	0.5956	1.0471	1.0233
No log	2.2532	178	1.1092	0.5914	1.1092	1.0532
No log	2.2785	180	0.9349	0.6293	0.9349	0.9669
No log	2.3038	182	0.8610	0.6847	0.8610	0.9279
No log	2.3291	184	0.7580	0.6822	0.7580	0.8706
No log	2.3544	186	0.6652	0.7265	0.6652	0.8156
No log	2.3797	188	0.6609	0.7311	0.6609	0.8130
No log	2.4051	190	0.7158	0.7098	0.7158	0.8461
No log	2.4304	192	0.8319	0.6823	0.8319	0.9121
No log	2.4557	194	0.8222	0.6910	0.8222	0.9068
No log	2.4810	196	0.8020	0.7014	0.8020	0.8956
No log	2.5063	198	0.8924	0.6793	0.8924	0.9447
No log	2.5316	200	1.0741	0.6379	1.0741	1.0364
No log	2.5570	202	1.1267	0.6086	1.1267	1.0615
No log	2.5823	204	1.0335	0.6018	1.0335	1.0166
No log	2.6076	206	0.8828	0.6639	0.8828	0.9396
No log	2.6329	208	0.8159	0.7049	0.8159	0.9033
No log	2.6582	210	0.8091	0.7085	0.8091	0.8995
No log	2.6835	212	0.9486	0.6713	0.9486	0.9740
No log	2.7089	214	1.1857	0.6199	1.1857	1.0889
No log	2.7342	216	1.1347	0.6240	1.1347	1.0652
No log	2.7595	218	0.9570	0.6164	0.9570	0.9782
No log	2.7848	220	0.9233	0.6002	0.9233	0.9609
No log	2.8101	222	0.8664	0.6085	0.8664	0.9308
No log	2.8354	224	0.7995	0.6674	0.7995	0.8941
No log	2.8608	226	0.8642	0.6701	0.8642	0.9296
No log	2.8861	228	0.7998	0.6910	0.7998	0.8943
No log	2.9114	230	0.6648	0.7347	0.6648	0.8154
No log	2.9367	232	0.6492	0.7254	0.6492	0.8057
No log	2.9620	234	0.7683	0.6922	0.7683	0.8765
No log	2.9873	236	1.0109	0.6701	1.0109	1.0055
No log	3.0127	238	1.1176	0.6510	1.1176	1.0572
No log	3.0380	240	0.9354	0.6977	0.9354	0.9672
No log	3.0633	242	0.8541	0.7137	0.8541	0.9242
No log	3.0886	244	0.7364	0.7331	0.7364	0.8581
No log	3.1139	246	0.6667	0.7462	0.6667	0.8165
No log	3.1392	248	0.6942	0.7280	0.6942	0.8332
No log	3.1646	250	0.8095	0.7245	0.8095	0.8997
No log	3.1899	252	0.9737	0.6533	0.9737	0.9867
No log	3.2152	254	1.0683	0.6607	1.0683	1.0336
No log	3.2405	256	1.0477	0.6849	1.0477	1.0236
No log	3.2658	258	1.0856	0.6684	1.0856	1.0419
No log	3.2911	260	1.0959	0.6729	1.0959	1.0468
No log	3.3165	262	1.2631	0.6265	1.2631	1.1239
No log	3.3418	264	1.2013	0.6614	1.2013	1.0960
No log	3.3671	266	1.1138	0.6659	1.1138	1.0554
No log	3.3924	268	1.0272	0.6568	1.0272	1.0135
No log	3.4177	270	0.9234	0.6371	0.9234	0.9610
No log	3.4430	272	0.7638	0.6774	0.7638	0.8740
No log	3.4684	274	0.6554	0.7242	0.6554	0.8096
No log	3.4937	276	0.6216	0.7335	0.6216	0.7884
No log	3.5190	278	0.6627	0.7404	0.6627	0.8141
No log	3.5443	280	0.7530	0.7495	0.7530	0.8678
No log	3.5696	282	0.7860	0.7295	0.7860	0.8866
No log	3.5949	284	0.6694	0.7823	0.6694	0.8182
No log	3.6203	286	0.5958	0.7673	0.5958	0.7719
No log	3.6456	288	0.5998	0.7344	0.5998	0.7744
No log	3.6709	290	0.6348	0.7557	0.6348	0.7968
No log	3.6962	292	0.7797	0.7427	0.7797	0.8830
No log	3.7215	294	0.9061	0.6801	0.9061	0.9519
No log	3.7468	296	0.8553	0.6938	0.8553	0.9248
No log	3.7722	298	0.7845	0.7170	0.7845	0.8857
No log	3.7975	300	0.7237	0.7229	0.7237	0.8507
No log	3.8228	302	0.7363	0.7127	0.7363	0.8581
No log	3.8481	304	0.8540	0.6573	0.8540	0.9241
No log	3.8734	306	0.8954	0.6517	0.8954	0.9462
No log	3.8987	308	0.8163	0.6589	0.8163	0.9035
No log	3.9241	310	0.7111	0.7243	0.7111	0.8433
No log	3.9494	312	0.6454	0.7528	0.6454	0.8034
No log	3.9747	314	0.6584	0.7477	0.6584	0.8114
No log	4.0	316	0.7646	0.6963	0.7646	0.8744
No log	4.0253	318	0.8118	0.6483	0.8118	0.9010
No log	4.0506	320	0.8358	0.6427	0.8358	0.9142
No log	4.0759	322	0.7289	0.6957	0.7289	0.8538
No log	4.1013	324	0.6097	0.7384	0.6097	0.7808
No log	4.1266	326	0.5806	0.7564	0.5806	0.7620
No log	4.1519	328	0.5956	0.7562	0.5956	0.7718
No log	4.1772	330	0.6936	0.7475	0.6936	0.8328
No log	4.2025	332	0.8951	0.6468	0.8951	0.9461
No log	4.2278	334	0.9979	0.6043	0.9979	0.9989
No log	4.2532	336	0.9813	0.6054	0.9813	0.9906
No log	4.2785	338	0.9244	0.6070	0.9244	0.9615
No log	4.3038	340	0.8395	0.6351	0.8395	0.9163
No log	4.3291	342	0.8215	0.6581	0.8215	0.9064
No log	4.3544	344	0.7429	0.7025	0.7429	0.8619
No log	4.3797	346	0.6969	0.7275	0.6969	0.8348
No log	4.4051	348	0.7003	0.7275	0.7003	0.8369
No log	4.4304	350	0.7349	0.7097	0.7349	0.8572
No log	4.4557	352	0.7504	0.7387	0.7504	0.8663
No log	4.4810	354	0.8382	0.7123	0.8382	0.9156
No log	4.5063	356	0.8619	0.7156	0.8619	0.9284
No log	4.5316	358	0.8068	0.7244	0.8068	0.8982
No log	4.5570	360	0.7320	0.7560	0.7320	0.8556
No log	4.5823	362	0.6505	0.7509	0.6505	0.8065
No log	4.6076	364	0.6498	0.7570	0.6498	0.8061
No log	4.6329	366	0.6924	0.7575	0.6924	0.8321
No log	4.6582	368	0.7666	0.7618	0.7666	0.8755
No log	4.6835	370	0.8287	0.7034	0.8287	0.9103
No log	4.7089	372	0.9050	0.6801	0.9050	0.9513
No log	4.7342	374	1.0181	0.6423	1.0181	1.0090
No log	4.7595	376	1.0573	0.6310	1.0573	1.0283
No log	4.7848	378	0.9647	0.6463	0.9647	0.9822
No log	4.8101	380	0.8744	0.6407	0.8744	0.9351
No log	4.8354	382	0.7850	0.7223	0.7850	0.8860
No log	4.8608	384	0.7213	0.7334	0.7213	0.8493
No log	4.8861	386	0.7181	0.7272	0.7181	0.8474
No log	4.9114	388	0.7559	0.6875	0.7559	0.8694
No log	4.9367	390	0.8661	0.6476	0.8661	0.9306
No log	4.9620	392	1.0033	0.6190	1.0033	1.0016
No log	4.9873	394	1.0386	0.6301	1.0386	1.0191
No log	5.0127	396	0.9218	0.6656	0.9218	0.9601
No log	5.0380	398	0.7454	0.7590	0.7454	0.8634
No log	5.0633	400	0.6413	0.7710	0.6413	0.8008
No log	5.0886	402	0.6495	0.7758	0.6495	0.8059
No log	5.1139	404	0.7377	0.7065	0.7377	0.8589
No log	5.1392	406	0.8556	0.6882	0.8556	0.9250
No log	5.1646	408	0.8733	0.6575	0.8733	0.9345
No log	5.1899	410	0.8323	0.6891	0.8323	0.9123
No log	5.2152	412	0.8228	0.6914	0.8228	0.9071
No log	5.2405	414	0.8275	0.6823	0.8275	0.9097
No log	5.2658	416	0.7624	0.7063	0.7624	0.8731
No log	5.2911	418	0.7073	0.7590	0.7073	0.8410
No log	5.3165	420	0.6402	0.7805	0.6402	0.8001
No log	5.3418	422	0.6429	0.7805	0.6429	0.8018
No log	5.3671	424	0.7138	0.7492	0.7138	0.8449
No log	5.3924	426	0.7902	0.6851	0.7902	0.8889
No log	5.4177	428	0.8206	0.6703	0.8206	0.9059
No log	5.4430	430	0.7724	0.6955	0.7724	0.8789
No log	5.4684	432	0.7320	0.7529	0.7320	0.8556
No log	5.4937	434	0.7141	0.7529	0.7141	0.8451
No log	5.5190	436	0.7221	0.7529	0.7221	0.8497
No log	5.5443	438	0.7462	0.7435	0.7462	0.8638
No log	5.5696	440	0.7334	0.7459	0.7334	0.8564
No log	5.5949	442	0.7305	0.7459	0.7305	0.8547
No log	5.6203	444	0.7357	0.7552	0.7357	0.8577
No log	5.6456	446	0.7479	0.7552	0.7479	0.8648
No log	5.6709	448	0.7477	0.7489	0.7477	0.8647
No log	5.6962	450	0.7730	0.7469	0.7730	0.8792
No log	5.7215	452	0.7650	0.7245	0.7650	0.8746
No log	5.7468	454	0.6969	0.7600	0.6969	0.8348
No log	5.7722	456	0.6833	0.7587	0.6833	0.8266
No log	5.7975	458	0.6808	0.7451	0.6808	0.8251
No log	5.8228	460	0.6928	0.7562	0.6928	0.8323
No log	5.8481	462	0.7336	0.7415	0.7336	0.8565
No log	5.8734	464	0.7919	0.6916	0.7919	0.8899
No log	5.8987	466	0.8425	0.6857	0.8425	0.9179
No log	5.9241	468	0.8221	0.6881	0.8221	0.9067
No log	5.9494	470	0.7419	0.7191	0.7419	0.8613
No log	5.9747	472	0.7302	0.7128	0.7302	0.8545
No log	6.0	474	0.7423	0.6969	0.7423	0.8616
No log	6.0253	476	0.7189	0.7169	0.7189	0.8479
No log	6.0506	478	0.6619	0.7406	0.6619	0.8136
No log	6.0759	480	0.6402	0.7607	0.6402	0.8001
No log	6.1013	482	0.6290	0.7719	0.6290	0.7931
No log	6.1266	484	0.6484	0.7555	0.6484	0.8052
No log	6.1519	486	0.6451	0.7647	0.6451	0.8032
No log	6.1772	488	0.6464	0.7647	0.6464	0.8040
No log	6.2025	490	0.6476	0.7569	0.6476	0.8047
No log	6.2278	492	0.6749	0.7257	0.6749	0.8215
No log	6.2532	494	0.6830	0.7179	0.6830	0.8264
No log	6.2785	496	0.7211	0.7084	0.7211	0.8492
No log	6.3038	498	0.7043	0.7103	0.7043	0.8392
0.4435	6.3291	500	0.6371	0.7433	0.6371	0.7982
0.4435	6.3544	502	0.5904	0.7737	0.5904	0.7683
0.4435	6.3797	504	0.5829	0.7886	0.5829	0.7635
0.4435	6.4051	506	0.5962	0.7778	0.5962	0.7722
0.4435	6.4304	508	0.6568	0.7643	0.6568	0.8104
0.4435	6.4557	510	0.7386	0.7218	0.7386	0.8594
0.4435	6.4810	512	0.8506	0.6887	0.8506	0.9223
0.4435	6.5063	514	0.9636	0.6719	0.9636	0.9816
0.4435	6.5316	516	1.0349	0.6350	1.0349	1.0173
0.4435	6.5570	518	0.9857	0.6262	0.9857	0.9928
0.4435	6.5823	520	0.8526	0.6781	0.8526	0.9233
0.4435	6.6076	522	0.7182	0.7025	0.7182	0.8475
0.4435	6.6329	524	0.6430	0.7643	0.6430	0.8019
0.4435	6.6582	526	0.6294	0.7872	0.6294	0.7934
0.4435	6.6835	528	0.6799	0.7464	0.6799	0.8246
0.4435	6.7089	530	0.7695	0.7066	0.7695	0.8772
0.4435	6.7342	532	0.8121	0.7123	0.8121	0.9011
0.4435	6.7595	534	0.8773	0.6925	0.8773	0.9367
0.4435	6.7848	536	0.9121	0.6925	0.9121	0.9550
0.4435	6.8101	538	0.8906	0.6925	0.8906	0.9437
0.4435	6.8354	540	0.8698	0.6920	0.8698	0.9326
0.4435	6.8608	542	0.8384	0.7043	0.8384	0.9157
0.4435	6.8861	544	0.7727	0.7224	0.7727	0.8790
0.4435	6.9114	546	0.7644	0.7224	0.7644	0.8743
0.4435	6.9367	548	0.7942	0.7224	0.7942	0.8912
0.4435	6.9620	550	0.7795	0.7224	0.7795	0.8829
0.4435	6.9873	552	0.7814	0.7164	0.7814	0.8839
0.4435	7.0127	554	0.7726	0.7278	0.7726	0.8790
0.4435	7.0380	556	0.7338	0.7376	0.7338	0.8566
0.4435	7.0633	558	0.7203	0.7381	0.7203	0.8487
0.4435	7.0886	560	0.7795	0.7278	0.7795	0.8829
0.4435	7.1139	562	0.8613	0.6724	0.8613	0.9281
0.4435	7.1392	564	0.9081	0.6538	0.9081	0.9530
0.4435	7.1646	566	0.8681	0.6662	0.8681	0.9317
0.4435	7.1899	568	0.7772	0.7243	0.7772	0.8816
0.4435	7.2152	570	0.7531	0.7263	0.7531	0.8678
0.4435	7.2405	572	0.7824	0.7202	0.7824	0.8846
0.4435	7.2658	574	0.8790	0.6443	0.8790	0.9376
0.4435	7.2911	576	0.9618	0.6151	0.9618	0.9807
0.4435	7.3165	578	1.0007	0.6040	1.0007	1.0004
0.4435	7.3418	580	0.9949	0.5952	0.9949	0.9974
0.4435	7.3671	582	0.9064	0.6410	0.9064	0.9520
0.4435	7.3924	584	0.8016	0.6809	0.8016	0.8953
0.4435	7.4177	586	0.7227	0.7219	0.7227	0.8501
0.4435	7.4430	588	0.6549	0.7287	0.6549	0.8092
0.4435	7.4684	590	0.6398	0.7293	0.6398	0.7998
0.4435	7.4937	592	0.6566	0.7348	0.6566	0.8103
0.4435	7.5190	594	0.7083	0.7435	0.7083	0.8416
0.4435	7.5443	596	0.7652	0.7224	0.7652	0.8748
0.4435	7.5696	598	0.7766	0.7264	0.7766	0.8812
0.4435	7.5949	600	0.7452	0.7264	0.7452	0.8633
0.4435	7.6203	602	0.7138	0.7328	0.7138	0.8448
0.4435	7.6456	604	0.7088	0.7328	0.7088	0.8419
0.4435	7.6709	606	0.6939	0.7288	0.6939	0.8330
0.4435	7.6962	608	0.6691	0.7348	0.6691	0.8180
0.4435	7.7215	610	0.6698	0.7193	0.6698	0.8184
0.4435	7.7468	612	0.7064	0.7021	0.7064	0.8405
0.4435	7.7722	614	0.7451	0.6914	0.7451	0.8632
0.4435	7.7975	616	0.7741	0.6873	0.7741	0.8798
0.4435	7.8228	618	0.8055	0.6873	0.8055	0.8975
0.4435	7.8481	620	0.8345	0.6685	0.8345	0.9135
0.4435	7.8734	622	0.8561	0.6590	0.8561	0.9253
0.4435	7.8987	624	0.8723	0.6575	0.8723	0.9339
0.4435	7.9241	626	0.8402	0.6781	0.8402	0.9166
0.4435	7.9494	628	0.8053	0.6982	0.8053	0.8974
0.4435	7.9747	630	0.7412	0.7376	0.7412	0.8609
0.4435	8.0	632	0.7062	0.7287	0.7062	0.8404
0.4435	8.0253	634	0.6772	0.7328	0.6772	0.8229
0.4435	8.0506	636	0.6722	0.7424	0.6722	0.8199
0.4435	8.0759	638	0.6904	0.7378	0.6904	0.8309
0.4435	8.1013	640	0.7361	0.7166	0.7361	0.8580
0.4435	8.1266	642	0.8253	0.6613	0.8253	0.9085
0.4435	8.1519	644	0.9165	0.6384	0.9165	0.9573
0.4435	8.1772	646	0.9432	0.6311	0.9432	0.9712
0.4435	8.2025	648	0.9278	0.6311	0.9278	0.9632
0.4435	8.2278	650	0.8932	0.6392	0.8932	0.9451
0.4435	8.2532	652	0.8441	0.6563	0.8441	0.9188
0.4435	8.2785	654	0.7878	0.6879	0.7878	0.8876
0.4435	8.3038	656	0.7361	0.7021	0.7361	0.8580
0.4435	8.3291	658	0.7027	0.7103	0.7027	0.8383
0.4435	8.3544	660	0.6951	0.7197	0.6951	0.8338
0.4435	8.3797	662	0.7132	0.7103	0.7132	0.8445
0.4435	8.4051	664	0.7519	0.7021	0.7519	0.8671
0.4435	8.4304	666	0.8001	0.6862	0.8001	0.8945
0.4435	8.4557	668	0.8252	0.6529	0.8252	0.9084
0.4435	8.4810	670	0.8141	0.6694	0.8141	0.9023
0.4435	8.5063	672	0.7923	0.6879	0.7923	0.8901
0.4435	8.5316	674	0.7724	0.6943	0.7724	0.8789
0.4435	8.5570	676	0.7703	0.6943	0.7703	0.8777
0.4435	8.5823	678	0.7768	0.6943	0.7768	0.8813
0.4435	8.6076	680	0.7985	0.6857	0.7985	0.8936
0.4435	8.6329	682	0.8300	0.6678	0.8300	0.9110
0.4435	8.6582	684	0.8404	0.6678	0.8404	0.9168
0.4435	8.6835	686	0.8287	0.6718	0.8287	0.9104
0.4435	8.7089	688	0.8034	0.6960	0.8034	0.8963
0.4435	8.7342	690	0.7747	0.7125	0.7747	0.8802
0.4435	8.7595	692	0.7539	0.7047	0.7539	0.8683
0.4435	8.7848	694	0.7376	0.7084	0.7376	0.8588
0.4435	8.8101	696	0.7241	0.7084	0.7241	0.8509
0.4435	8.8354	698	0.7074	0.7164	0.7074	0.8411
0.4435	8.8608	700	0.7145	0.7081	0.7145	0.8453
0.4435	8.8861	702	0.7366	0.7016	0.7366	0.8582
0.4435	8.9114	704	0.7465	0.7016	0.7465	0.8640
0.4435	8.9367	706	0.7622	0.6802	0.7622	0.8730
0.4435	8.9620	708	0.7671	0.6844	0.7671	0.8758
0.4435	8.9873	710	0.7705	0.6827	0.7705	0.8778
0.4435	9.0127	712	0.7726	0.6809	0.7726	0.8790
0.4435	9.0380	714	0.7711	0.6880	0.7711	0.8781
0.4435	9.0633	716	0.7539	0.6956	0.7539	0.8683
0.4435	9.0886	718	0.7401	0.7240	0.7401	0.8603
0.4435	9.1139	720	0.7264	0.7240	0.7264	0.8523
0.4435	9.1392	722	0.7206	0.7240	0.7206	0.8489
0.4435	9.1646	724	0.7223	0.7281	0.7223	0.8499
0.4435	9.1899	726	0.7303	0.7281	0.7303	0.8546
0.4435	9.2152	728	0.7446	0.7240	0.7446	0.8629
0.4435	9.2405	730	0.7658	0.6870	0.7658	0.8751
0.4435	9.2658	732	0.7783	0.6756	0.7783	0.8822
0.4435	9.2911	734	0.7890	0.6716	0.7890	0.8882
0.4435	9.3165	736	0.7935	0.6740	0.7935	0.8908
0.4435	9.3418	738	0.7917	0.6893	0.7917	0.8898
0.4435	9.3671	740	0.7879	0.6970	0.7879	0.8877
0.4435	9.3924	742	0.7767	0.6988	0.7767	0.8813
0.4435	9.4177	744	0.7731	0.6988	0.7731	0.8793
0.4435	9.4430	746	0.7751	0.6988	0.7751	0.8804
0.4435	9.4684	748	0.7803	0.6796	0.7803	0.8833
0.4435	9.4937	750	0.7900	0.6859	0.7900	0.8888
0.4435	9.5190	752	0.7971	0.6700	0.7971	0.8928
0.4435	9.5443	754	0.8032	0.6700	0.8032	0.8962
0.4435	9.5696	756	0.8005	0.6700	0.8005	0.8947
0.4435	9.5949	758	0.7997	0.6700	0.7997	0.8942
0.4435	9.6203	760	0.8040	0.6700	0.8040	0.8967
0.4435	9.6456	762	0.8050	0.6700	0.8050	0.8972
0.4435	9.6709	764	0.7983	0.6700	0.7983	0.8935
0.4435	9.6962	766	0.7865	0.6716	0.7865	0.8868
0.4435	9.7215	768	0.7753	0.6880	0.7753	0.8805
0.4435	9.7468	770	0.7622	0.6880	0.7622	0.8731
0.4435	9.7722	772	0.7507	0.6880	0.7507	0.8664
0.4435	9.7975	774	0.7419	0.7106	0.7419	0.8614
0.4435	9.8228	776	0.7385	0.7125	0.7385	0.8594
0.4435	9.8481	778	0.7390	0.7125	0.7390	0.8597
0.4435	9.8734	780	0.7389	0.7125	0.7389	0.8596
0.4435	9.8987	782	0.7375	0.7125	0.7375	0.8588
0.4435	9.9241	784	0.7374	0.7125	0.7374	0.8587
0.4435	9.9494	786	0.7385	0.7125	0.7385	0.8594
0.4435	9.9747	788	0.7388	0.7125	0.7388	0.8595
0.4435	10.0	790	0.7391	0.7125	0.7391	0.8597

Framework versions

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