ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k16_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: 0.9658
• Qwk: 0.6202
• 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	0.0238	2	5.0399	-0.0067	5.0399	2.2450
No log	0.0476	4	3.7809	0.0156	3.7809	1.9445
No log	0.0714	6	2.1136	0.1119	2.1136	1.4538
No log	0.0952	8	1.8633	0.0224	1.8633	1.3650
No log	0.1190	10	1.8971	-0.0097	1.8971	1.3774
No log	0.1429	12	1.2770	0.1587	1.2770	1.1301
No log	0.1667	14	1.2116	0.1352	1.2116	1.1007
No log	0.1905	16	1.1948	0.1650	1.1948	1.0931
No log	0.2143	18	1.2008	0.2028	1.2008	1.0958
No log	0.2381	20	1.2013	0.1135	1.2013	1.0960
No log	0.2619	22	1.2484	0.0698	1.2484	1.1173
No log	0.2857	24	1.3317	0.0872	1.3317	1.1540
No log	0.3095	26	1.3462	0.1334	1.3462	1.1602
No log	0.3333	28	1.3364	0.1170	1.3364	1.1560
No log	0.3571	30	1.2524	0.1629	1.2524	1.1191
No log	0.3810	32	1.2001	0.1637	1.2001	1.0955
No log	0.4048	34	1.1520	0.1507	1.1520	1.0733
No log	0.4286	36	1.1494	0.2835	1.1494	1.0721
No log	0.4524	38	1.1354	0.2626	1.1354	1.0656
No log	0.4762	40	1.1177	0.3248	1.1177	1.0572
No log	0.5	42	1.0382	0.4528	1.0382	1.0189
No log	0.5238	44	0.9563	0.5078	0.9563	0.9779
No log	0.5476	46	0.9006	0.5076	0.9006	0.9490
No log	0.5714	48	0.8419	0.5400	0.8419	0.9176
No log	0.5952	50	0.8310	0.5679	0.8310	0.9116
No log	0.6190	52	0.9288	0.5697	0.9288	0.9637
No log	0.6429	54	1.1769	0.5116	1.1769	1.0848
No log	0.6667	56	1.3440	0.3825	1.3440	1.1593
No log	0.6905	58	1.3254	0.3974	1.3254	1.1512
No log	0.7143	60	1.0254	0.5404	1.0254	1.0126
No log	0.7381	62	0.8629	0.6109	0.8629	0.9289
No log	0.7619	64	0.7980	0.6147	0.7980	0.8933
No log	0.7857	66	0.9094	0.5869	0.9094	0.9536
No log	0.8095	68	1.0255	0.5509	1.0255	1.0127
No log	0.8333	70	1.1501	0.4946	1.1501	1.0724
No log	0.8571	72	1.2815	0.4806	1.2815	1.1320
No log	0.8810	74	1.1309	0.5300	1.1309	1.0635
No log	0.9048	76	1.1958	0.5259	1.1958	1.0935
No log	0.9286	78	1.3641	0.5110	1.3641	1.1679
No log	0.9524	80	1.4918	0.5188	1.4918	1.2214
No log	0.9762	82	1.3913	0.5705	1.3913	1.1795
No log	1.0	84	1.4824	0.5613	1.4824	1.2175
No log	1.0238	86	1.6853	0.5241	1.6853	1.2982
No log	1.0476	88	1.7195	0.4946	1.7195	1.3113
No log	1.0714	90	1.5463	0.5014	1.5463	1.2435
No log	1.0952	92	1.0389	0.5675	1.0389	1.0193
No log	1.1190	94	0.9003	0.6105	0.9003	0.9488
No log	1.1429	96	0.9742	0.5522	0.9742	0.9870
No log	1.1667	98	1.1660	0.5468	1.1660	1.0798
No log	1.1905	100	1.3980	0.5264	1.3980	1.1824
No log	1.2143	102	1.5706	0.4979	1.5706	1.2532
No log	1.2381	104	1.2949	0.5630	1.2949	1.1379
No log	1.2619	106	0.9517	0.5852	0.9517	0.9755
No log	1.2857	108	0.7999	0.6511	0.7999	0.8944
No log	1.3095	110	0.8653	0.6127	0.8653	0.9302
No log	1.3333	112	1.2519	0.5427	1.2519	1.1189
No log	1.3571	114	1.6421	0.4574	1.6421	1.2814
No log	1.3810	116	1.5384	0.4625	1.5384	1.2403
No log	1.4048	118	1.3863	0.4837	1.3863	1.1774
No log	1.4286	120	1.2172	0.5191	1.2172	1.1033
No log	1.4524	122	1.2218	0.5229	1.2218	1.1054
No log	1.4762	124	1.1190	0.5463	1.1190	1.0579
No log	1.5	126	0.9366	0.5734	0.9366	0.9678
No log	1.5238	128	1.0100	0.5588	1.0100	1.0050
No log	1.5476	130	1.2315	0.5782	1.2315	1.1097
No log	1.5714	132	1.6194	0.5070	1.6194	1.2726
No log	1.5952	134	1.7543	0.4918	1.7543	1.3245
No log	1.6190	136	1.5144	0.5344	1.5144	1.2306
No log	1.6429	138	1.0177	0.6300	1.0177	1.0088
No log	1.6667	140	0.8616	0.6505	0.8616	0.9282
No log	1.6905	142	0.9792	0.6116	0.9792	0.9896
No log	1.7143	144	1.1182	0.5583	1.1182	1.0575
No log	1.7381	146	1.2327	0.5141	1.2327	1.1103
No log	1.7619	148	1.1131	0.5171	1.1131	1.0550
No log	1.7857	150	0.9594	0.5581	0.9594	0.9795
No log	1.8095	152	0.9474	0.5591	0.9474	0.9733
No log	1.8333	154	1.1879	0.5264	1.1879	1.0899
No log	1.8571	156	1.5540	0.5177	1.5540	1.2466
No log	1.8810	158	1.4815	0.5434	1.4815	1.2172
No log	1.9048	160	1.0590	0.5961	1.0590	1.0291
No log	1.9286	162	0.8381	0.6739	0.8381	0.9155
No log	1.9524	164	0.8572	0.6730	0.8572	0.9259
No log	1.9762	166	1.0140	0.6234	1.0140	1.0070
No log	2.0	168	1.0715	0.6168	1.0715	1.0351
No log	2.0238	170	1.1900	0.6099	1.1900	1.0909
No log	2.0476	172	1.0411	0.6032	1.0411	1.0204
No log	2.0714	174	0.9781	0.6215	0.9781	0.9890
No log	2.0952	176	1.1052	0.5642	1.1052	1.0513
No log	2.1190	178	1.3282	0.5384	1.3282	1.1525
No log	2.1429	180	1.5662	0.4926	1.5662	1.2515
No log	2.1667	182	1.5263	0.4851	1.5263	1.2354
No log	2.1905	184	1.2554	0.5501	1.2554	1.1204
No log	2.2143	186	1.0540	0.5821	1.0540	1.0266
No log	2.2381	188	1.0567	0.5891	1.0567	1.0279
No log	2.2619	190	1.2962	0.5501	1.2962	1.1385
No log	2.2857	192	1.6128	0.4636	1.6128	1.2700
No log	2.3095	194	1.5735	0.4636	1.5735	1.2544
No log	2.3333	196	1.3415	0.5282	1.3415	1.1582
No log	2.3571	198	1.0141	0.5799	1.0141	1.0070
No log	2.3810	200	0.8621	0.6021	0.8621	0.9285
No log	2.4048	202	0.8886	0.6254	0.8886	0.9427
No log	2.4286	204	1.0248	0.5949	1.0248	1.0123
No log	2.4524	206	1.2082	0.5493	1.2082	1.0992
No log	2.4762	208	1.1990	0.5501	1.1990	1.0950
No log	2.5	210	1.1603	0.5677	1.1603	1.0772
No log	2.5238	212	1.2286	0.5833	1.2286	1.1084
No log	2.5476	214	1.1252	0.5823	1.1252	1.0608
No log	2.5714	216	1.0940	0.5924	1.0940	1.0460
No log	2.5952	218	1.0029	0.6045	1.0029	1.0014
No log	2.6190	220	0.9130	0.6397	0.9130	0.9555
No log	2.6429	222	0.7725	0.7168	0.7725	0.8789
No log	2.6667	224	0.7039	0.7277	0.7039	0.8390
No log	2.6905	226	0.8282	0.7178	0.8282	0.9101
No log	2.7143	228	1.0457	0.6734	1.0457	1.0226
No log	2.7381	230	1.0707	0.6652	1.0707	1.0347
No log	2.7619	232	0.9248	0.6988	0.9248	0.9617
No log	2.7857	234	0.8726	0.6978	0.8726	0.9342
No log	2.8095	236	0.8331	0.7140	0.8331	0.9127
No log	2.8333	238	0.9022	0.6837	0.9022	0.9498
No log	2.8571	240	1.1015	0.6721	1.1015	1.0495
No log	2.8810	242	1.1213	0.6409	1.1213	1.0589
No log	2.9048	244	0.8912	0.6508	0.8912	0.9440
No log	2.9286	246	0.7724	0.7122	0.7724	0.8788
No log	2.9524	248	0.7625	0.7166	0.7625	0.8732
No log	2.9762	250	0.8059	0.6811	0.8059	0.8977
No log	3.0	252	0.8003	0.6811	0.8003	0.8946
No log	3.0238	254	0.9357	0.6557	0.9357	0.9673
No log	3.0476	256	1.2408	0.5895	1.2408	1.1139
No log	3.0714	258	1.2733	0.5635	1.2733	1.1284
No log	3.0952	260	1.0633	0.6024	1.0633	1.0312
No log	3.1190	262	0.7665	0.6554	0.7665	0.8755
No log	3.1429	264	0.6797	0.7479	0.6797	0.8245
No log	3.1667	266	0.7098	0.7419	0.7098	0.8425
No log	3.1905	268	0.8701	0.6644	0.8701	0.9328
No log	3.2143	270	1.0936	0.6350	1.0936	1.0457
No log	3.2381	272	1.0727	0.6520	1.0727	1.0357
No log	3.2619	274	1.0659	0.6681	1.0659	1.0324
No log	3.2857	276	0.9531	0.6542	0.9531	0.9763
No log	3.3095	278	0.8935	0.6658	0.8935	0.9453
No log	3.3333	280	0.8405	0.6652	0.8405	0.9168
No log	3.3571	282	0.8788	0.6404	0.8788	0.9375
No log	3.3810	284	0.8438	0.6385	0.8438	0.9186
No log	3.4048	286	0.8133	0.6662	0.8133	0.9018
No log	3.4286	288	0.6810	0.7382	0.6810	0.8252
No log	3.4524	290	0.6370	0.7299	0.6370	0.7981
No log	3.4762	292	0.6394	0.7490	0.6394	0.7996
No log	3.5	294	0.6847	0.7292	0.6847	0.8275
No log	3.5238	296	0.8717	0.6504	0.8717	0.9337
No log	3.5476	298	1.1084	0.5803	1.1084	1.0528
No log	3.5714	300	1.3262	0.5345	1.3262	1.1516
No log	3.5952	302	1.2981	0.5290	1.2981	1.1393
No log	3.6190	304	1.0854	0.5783	1.0854	1.0418
No log	3.6429	306	1.0031	0.5867	1.0031	1.0015
No log	3.6667	308	1.0355	0.5890	1.0355	1.0176
No log	3.6905	310	1.0532	0.5879	1.0532	1.0263
No log	3.7143	312	1.0484	0.5952	1.0484	1.0239
No log	3.7381	314	1.0867	0.6029	1.0867	1.0425
No log	3.7619	316	1.1461	0.6018	1.1461	1.0706
No log	3.7857	318	1.0428	0.5949	1.0428	1.0212
No log	3.8095	320	0.9140	0.6040	0.9140	0.9560
No log	3.8333	322	0.7831	0.6719	0.7831	0.8849
No log	3.8571	324	0.7664	0.6647	0.7664	0.8754
No log	3.8810	326	0.8320	0.6373	0.8320	0.9121
No log	3.9048	328	0.9811	0.5952	0.9811	0.9905
No log	3.9286	330	1.0745	0.5949	1.0745	1.0366
No log	3.9524	332	1.0189	0.6046	1.0189	1.0094
No log	3.9762	334	0.8802	0.6738	0.8802	0.9382
No log	4.0	336	0.8414	0.6840	0.8414	0.9173
No log	4.0238	338	0.8849	0.6581	0.8849	0.9407
No log	4.0476	340	1.0005	0.5877	1.0005	1.0003
No log	4.0714	342	1.2297	0.5666	1.2297	1.1089
No log	4.0952	344	1.3690	0.5501	1.3690	1.1701
No log	4.1190	346	1.4850	0.5456	1.4850	1.2186
No log	4.1429	348	1.4102	0.5357	1.4102	1.1875
No log	4.1667	350	1.2063	0.5198	1.2063	1.0983
No log	4.1905	352	1.0886	0.5362	1.0886	1.0434
No log	4.2143	354	1.1624	0.5145	1.1624	1.0782
No log	4.2381	356	1.3111	0.4946	1.3111	1.1450
No log	4.2619	358	1.3602	0.4899	1.3602	1.1663
No log	4.2857	360	1.2562	0.4952	1.2562	1.1208
No log	4.3095	362	1.2058	0.5321	1.2058	1.0981
No log	4.3333	364	1.1929	0.5314	1.1929	1.0922
No log	4.3571	366	1.2715	0.5094	1.2715	1.1276
No log	4.3810	368	1.2276	0.5337	1.2276	1.1080
No log	4.4048	370	1.2421	0.5259	1.2421	1.1145
No log	4.4286	372	1.2359	0.5363	1.2359	1.1117
No log	4.4524	374	1.1622	0.5352	1.1622	1.0781
No log	4.4762	376	1.0082	0.5443	1.0082	1.0041
No log	4.5	378	0.8984	0.5770	0.8984	0.9478
No log	4.5238	380	0.8987	0.5805	0.8987	0.9480
No log	4.5476	382	0.9904	0.5673	0.9904	0.9952
No log	4.5714	384	1.1234	0.5567	1.1234	1.0599
No log	4.5952	386	1.1220	0.5919	1.1220	1.0593
No log	4.6190	388	1.0785	0.5940	1.0785	1.0385
No log	4.6429	390	1.0005	0.5910	1.0005	1.0003
No log	4.6667	392	0.8703	0.6033	0.8703	0.9329
No log	4.6905	394	0.7848	0.6442	0.7848	0.8859
No log	4.7143	396	0.8001	0.6511	0.8001	0.8945
No log	4.7381	398	0.9231	0.6043	0.9231	0.9608
No log	4.7619	400	1.0550	0.6150	1.0550	1.0272
No log	4.7857	402	1.0434	0.6258	1.0434	1.0215
No log	4.8095	404	0.9905	0.6210	0.9905	0.9952
No log	4.8333	406	0.9407	0.5963	0.9407	0.9699
No log	4.8571	408	0.9191	0.5926	0.9191	0.9587
No log	4.8810	410	0.9471	0.5873	0.9471	0.9732
No log	4.9048	412	1.0162	0.5824	1.0162	1.0081
No log	4.9286	414	0.9845	0.5991	0.9845	0.9922
No log	4.9524	416	0.9609	0.6029	0.9609	0.9802
No log	4.9762	418	0.9398	0.6418	0.9398	0.9694
No log	5.0	420	0.9905	0.6062	0.9905	0.9952
No log	5.0238	422	1.0731	0.5869	1.0731	1.0359
No log	5.0476	424	1.0670	0.5794	1.0670	1.0330
No log	5.0714	426	0.9512	0.5688	0.9512	0.9753
No log	5.0952	428	0.7978	0.6486	0.7978	0.8932
No log	5.1190	430	0.6874	0.7169	0.6874	0.8291
No log	5.1429	432	0.6776	0.7401	0.6776	0.8232
No log	5.1667	434	0.7373	0.6664	0.7373	0.8586
No log	5.1905	436	0.9150	0.5581	0.9150	0.9566
No log	5.2143	438	1.0899	0.5558	1.0899	1.0440
No log	5.2381	440	1.2143	0.5363	1.2143	1.1020
No log	5.2619	442	1.3035	0.5274	1.3035	1.1417
No log	5.2857	444	1.2645	0.5248	1.2645	1.1245
No log	5.3095	446	1.1705	0.5422	1.1705	1.0819
No log	5.3333	448	1.0085	0.5944	1.0085	1.0042
No log	5.3571	450	0.8669	0.6390	0.8669	0.9311
No log	5.3810	452	0.8640	0.6519	0.8640	0.9295
No log	5.4048	454	0.9094	0.6438	0.9094	0.9536
No log	5.4286	456	0.9150	0.6438	0.9150	0.9565
No log	5.4524	458	0.8548	0.6508	0.8548	0.9245
No log	5.4762	460	0.8706	0.6405	0.8706	0.9331
No log	5.5	462	0.9436	0.6117	0.9436	0.9714
No log	5.5238	464	1.0392	0.5944	1.0392	1.0194
No log	5.5476	466	1.0621	0.5952	1.0621	1.0306
No log	5.5714	468	1.0177	0.6342	1.0177	1.0088
No log	5.5952	470	1.0542	0.6342	1.0542	1.0267
No log	5.6190	472	1.0639	0.6342	1.0639	1.0315
No log	5.6429	474	1.0209	0.6470	1.0209	1.0104
No log	5.6667	476	1.0836	0.6342	1.0836	1.0409
No log	5.6905	478	1.0798	0.6264	1.0798	1.0391
No log	5.7143	480	0.9977	0.6420	0.9977	0.9988
No log	5.7381	482	0.9533	0.6540	0.9533	0.9764
No log	5.7619	484	0.9771	0.6356	0.9771	0.9885
No log	5.7857	486	1.0447	0.6342	1.0447	1.0221
No log	5.8095	488	1.0752	0.6355	1.0752	1.0369
No log	5.8333	490	0.9902	0.6583	0.9902	0.9951
No log	5.8571	492	0.9252	0.6508	0.9252	0.9619
No log	5.8810	494	0.9442	0.6589	0.9442	0.9717
No log	5.9048	496	1.0357	0.6412	1.0357	1.0177
No log	5.9286	498	1.0451	0.6425	1.0451	1.0223
0.4648	5.9524	500	1.0140	0.6463	1.0140	1.0070
0.4648	5.9762	502	0.9177	0.6497	0.9177	0.9580
0.4648	6.0	504	0.8857	0.6478	0.8857	0.9411
0.4648	6.0238	506	0.8996	0.6411	0.8996	0.9485
0.4648	6.0476	508	0.9210	0.6445	0.9210	0.9597
0.4648	6.0714	510	0.8792	0.6500	0.8792	0.9377
0.4648	6.0952	512	0.7989	0.6262	0.7989	0.8938
0.4648	6.1190	514	0.7872	0.6262	0.7872	0.8873
0.4648	6.1429	516	0.8566	0.6420	0.8566	0.9255
0.4648	6.1667	518	1.0219	0.6117	1.0219	1.0109
0.4648	6.1905	520	1.2000	0.5389	1.2000	1.0955
0.4648	6.2143	522	1.2670	0.5407	1.2670	1.1256
0.4648	6.2381	524	1.2135	0.5382	1.2135	1.1016
0.4648	6.2619	526	1.0659	0.5576	1.0659	1.0324
0.4648	6.2857	528	0.9249	0.6061	0.9249	0.9617
0.4648	6.3095	530	0.8707	0.6205	0.8707	0.9331
0.4648	6.3333	532	0.8834	0.6411	0.8834	0.9399
0.4648	6.3571	534	0.8780	0.6411	0.8780	0.9370
0.4648	6.3810	536	0.9502	0.6323	0.9502	0.9748
0.4648	6.4048	538	1.0710	0.5975	1.0710	1.0349
0.4648	6.4286	540	1.2536	0.5658	1.2536	1.1196
0.4648	6.4524	542	1.3606	0.5702	1.3606	1.1665
0.4648	6.4762	544	1.3377	0.5702	1.3377	1.1566
0.4648	6.5	546	1.2115	0.5389	1.2115	1.1007
0.4648	6.5238	548	1.0488	0.5986	1.0488	1.0241
0.4648	6.5476	550	0.9044	0.6323	0.9044	0.9510
0.4648	6.5714	552	0.8561	0.6371	0.8561	0.9253
0.4648	6.5952	554	0.8925	0.6283	0.8925	0.9447
0.4648	6.6190	556	0.9748	0.6027	0.9748	0.9873
0.4648	6.6429	558	1.0594	0.5975	1.0594	1.0293
0.4648	6.6667	560	1.1175	0.5657	1.1175	1.0571
0.4648	6.6905	562	1.0916	0.5811	1.0916	1.0448
0.4648	6.7143	564	1.0645	0.5975	1.0645	1.0318
0.4648	6.7381	566	1.0040	0.6039	1.0040	1.0020
0.4648	6.7619	568	0.9534	0.6138	0.9534	0.9764
0.4648	6.7857	570	0.9571	0.6138	0.9571	0.9783
0.4648	6.8095	572	1.0005	0.6125	1.0005	1.0003
0.4648	6.8333	574	1.0489	0.5946	1.0489	1.0242
0.4648	6.8571	576	1.0343	0.6113	1.0343	1.0170
0.4648	6.8810	578	1.0115	0.6182	1.0115	1.0057
0.4648	6.9048	580	1.0066	0.6195	1.0066	1.0033
0.4648	6.9286	582	0.9878	0.6182	0.9878	0.9939
0.4648	6.9524	584	0.9334	0.6343	0.9334	0.9661
0.4648	6.9762	586	0.9028	0.6431	0.9028	0.9502
0.4648	7.0	588	0.8772	0.6431	0.8772	0.9366
0.4648	7.0238	590	0.8470	0.6459	0.8470	0.9203
0.4648	7.0476	592	0.8496	0.6474	0.8496	0.9217
0.4648	7.0714	594	0.8770	0.6445	0.8770	0.9365
0.4648	7.0952	596	0.9338	0.6276	0.9338	0.9663
0.4648	7.1190	598	0.9838	0.6177	0.9838	0.9919
0.4648	7.1429	600	1.0614	0.6355	1.0614	1.0302
0.4648	7.1667	602	1.0973	0.6355	1.0973	1.0475
0.4648	7.1905	604	1.0561	0.6430	1.0561	1.0277
0.4648	7.2143	606	0.9795	0.6177	0.9795	0.9897
0.4648	7.2381	608	0.8890	0.6358	0.8890	0.9429
0.4648	7.2619	610	0.8387	0.6373	0.8387	0.9158
0.4648	7.2857	612	0.8424	0.6373	0.8424	0.9178
0.4648	7.3095	614	0.8939	0.6197	0.8939	0.9455
0.4648	7.3333	616	0.9897	0.6202	0.9897	0.9949
0.4648	7.3571	618	1.1103	0.6073	1.1103	1.0537
0.4648	7.3810	620	1.1603	0.5871	1.1603	1.0772
0.4648	7.4048	622	1.1643	0.5801	1.1643	1.0790
0.4648	7.4286	624	1.1113	0.6005	1.1113	1.0542
0.4648	7.4524	626	1.0214	0.6190	1.0214	1.0106
0.4648	7.4762	628	0.9374	0.6107	0.9374	0.9682
0.4648	7.5	630	0.9031	0.6210	0.9031	0.9503
0.4648	7.5238	632	0.9150	0.6107	0.9150	0.9566
0.4648	7.5476	634	0.9470	0.6199	0.9470	0.9731
0.4648	7.5714	636	0.9865	0.6133	0.9865	0.9932
0.4648	7.5952	638	1.0257	0.6054	1.0257	1.0128
0.4648	7.6190	640	1.0593	0.6043	1.0593	1.0292
0.4648	7.6429	642	1.0552	0.6043	1.0552	1.0272
0.4648	7.6667	644	1.0056	0.6133	1.0056	1.0028
0.4648	7.6905	646	0.9846	0.6133	0.9846	0.9923
0.4648	7.7143	648	0.9781	0.6133	0.9781	0.9890
0.4648	7.7381	650	0.9867	0.6054	0.9867	0.9933
0.4648	7.7619	652	1.0136	0.5929	1.0136	1.0068
0.4648	7.7857	654	0.9988	0.5929	0.9988	0.9994
0.4648	7.8095	656	0.9904	0.5929	0.9904	0.9952
0.4648	7.8333	658	0.9740	0.6117	0.9740	0.9869
0.4648	7.8571	660	0.9585	0.6221	0.9585	0.9791
0.4648	7.8810	662	0.9558	0.6130	0.9558	0.9777
0.4648	7.9048	664	0.9388	0.6130	0.9388	0.9689
0.4648	7.9286	666	0.9138	0.6130	0.9138	0.9560
0.4648	7.9524	668	0.8713	0.6398	0.8713	0.9335
0.4648	7.9762	670	0.8379	0.6508	0.8379	0.9154
0.4648	8.0	672	0.8215	0.6440	0.8215	0.9063
0.4648	8.0238	674	0.8325	0.6445	0.8325	0.9124
0.4648	8.0476	676	0.8533	0.6358	0.8533	0.9237
0.4648	8.0714	678	0.8869	0.6358	0.8869	0.9418
0.4648	8.0952	680	0.8969	0.6358	0.8969	0.9471
0.4648	8.1190	682	0.9162	0.6331	0.9162	0.9572
0.4648	8.1429	684	0.9474	0.6427	0.9474	0.9733
0.4648	8.1667	686	1.0034	0.6495	1.0034	1.0017
0.4648	8.1905	688	1.0372	0.6443	1.0372	1.0184
0.4648	8.2143	690	1.0306	0.6443	1.0306	1.0152
0.4648	8.2381	692	1.0019	0.6264	1.0019	1.0010
0.4648	8.2619	694	0.9574	0.6289	0.9574	0.9785
0.4648	8.2857	696	0.9334	0.6289	0.9334	0.9661
0.4648	8.3095	698	0.9161	0.6289	0.9161	0.9571
0.4648	8.3333	700	0.8928	0.6289	0.8928	0.9449
0.4648	8.3571	702	0.8929	0.6288	0.8929	0.9450
0.4648	8.3810	704	0.8809	0.6197	0.8809	0.9386
0.4648	8.4048	706	0.8502	0.6170	0.8502	0.9221
0.4648	8.4286	708	0.8382	0.6183	0.8382	0.9156
0.4648	8.4524	710	0.8404	0.6165	0.8404	0.9167
0.4648	8.4762	712	0.8520	0.6152	0.8520	0.9230
0.4648	8.5	714	0.8827	0.6245	0.8827	0.9395
0.4648	8.5238	716	0.9032	0.6220	0.9032	0.9504
0.4648	8.5476	718	0.9100	0.6220	0.9100	0.9539
0.4648	8.5714	720	0.8966	0.6232	0.8966	0.9469
0.4648	8.5952	722	0.8734	0.6245	0.8734	0.9345
0.4648	8.6190	724	0.8522	0.6240	0.8522	0.9231
0.4648	8.6429	726	0.8455	0.6325	0.8455	0.9195
0.4648	8.6667	728	0.8544	0.6331	0.8544	0.9243
0.4648	8.6905	730	0.8702	0.6331	0.8702	0.9328
0.4648	8.7143	732	0.8884	0.6289	0.8884	0.9425
0.4648	8.7381	734	0.9095	0.6289	0.9095	0.9537
0.4648	8.7619	736	0.9238	0.6289	0.9238	0.9611
0.4648	8.7857	738	0.9515	0.6289	0.9515	0.9754
0.4648	8.8095	740	0.9802	0.6207	0.9802	0.9900
0.4648	8.8333	742	0.9884	0.6207	0.9884	0.9942
0.4648	8.8571	744	1.0045	0.6207	1.0045	1.0022
0.4648	8.8810	746	1.0212	0.6121	1.0212	1.0105
0.4648	8.9048	748	1.0300	0.6109	1.0300	1.0149
0.4648	8.9286	750	1.0186	0.6121	1.0186	1.0093
0.4648	8.9524	752	0.9957	0.6207	0.9957	0.9978
0.4648	8.9762	754	0.9805	0.6207	0.9805	0.9902
0.4648	9.0	756	0.9809	0.6207	0.9809	0.9904
0.4648	9.0238	758	0.9738	0.6220	0.9738	0.9868
0.4648	9.0476	760	0.9582	0.6220	0.9582	0.9789
0.4648	9.0714	762	0.9349	0.6220	0.9349	0.9669
0.4648	9.0952	764	0.9044	0.6289	0.9044	0.9510
0.4648	9.1190	766	0.8896	0.6289	0.8896	0.9432
0.4648	9.1429	768	0.8914	0.6289	0.8914	0.9441
0.4648	9.1667	770	0.9019	0.6289	0.9019	0.9497
0.4648	9.1905	772	0.9222	0.6289	0.9222	0.9603
0.4648	9.2143	774	0.9494	0.6289	0.9494	0.9744
0.4648	9.2381	776	0.9705	0.6289	0.9705	0.9851
0.4648	9.2619	778	0.9924	0.6202	0.9924	0.9962
0.4648	9.2857	780	0.9949	0.6190	0.9949	0.9974
0.4648	9.3095	782	0.9823	0.6202	0.9823	0.9911
0.4648	9.3333	784	0.9747	0.6202	0.9747	0.9872
0.4648	9.3571	786	0.9700	0.6202	0.9700	0.9849
0.4648	9.3810	788	0.9637	0.6202	0.9637	0.9817
0.4648	9.4048	790	0.9525	0.6202	0.9525	0.9760
0.4648	9.4286	792	0.9499	0.6289	0.9499	0.9746
0.4648	9.4524	794	0.9442	0.6289	0.9442	0.9717
0.4648	9.4762	796	0.9418	0.6289	0.9418	0.9705
0.4648	9.5	798	0.9372	0.6289	0.9372	0.9681
0.4648	9.5238	800	0.9319	0.6289	0.9319	0.9653
0.4648	9.5476	802	0.9315	0.6289	0.9315	0.9652
0.4648	9.5714	804	0.9269	0.6289	0.9269	0.9627
0.4648	9.5952	806	0.9260	0.6289	0.9260	0.9623
0.4648	9.6190	808	0.9320	0.6289	0.9320	0.9654
0.4648	9.6429	810	0.9423	0.6289	0.9423	0.9707
0.4648	9.6667	812	0.9525	0.6289	0.9525	0.9759
0.4648	9.6905	814	0.9618	0.6289	0.9618	0.9807
0.4648	9.7143	816	0.9699	0.6202	0.9699	0.9848
0.4648	9.7381	818	0.9754	0.6202	0.9754	0.9876
0.4648	9.7619	820	0.9781	0.6202	0.9781	0.9890
0.4648	9.7857	822	0.9765	0.6202	0.9765	0.9882
0.4648	9.8095	824	0.9751	0.6202	0.9751	0.9875
0.4648	9.8333	826	0.9716	0.6202	0.9716	0.9857
0.4648	9.8571	828	0.9687	0.6202	0.9687	0.9842
0.4648	9.8810	830	0.9680	0.6202	0.9680	0.9839
0.4648	9.9048	832	0.9676	0.6202	0.9676	0.9837
0.4648	9.9286	834	0.9674	0.6202	0.9674	0.9835
0.4648	9.9524	836	0.9667	0.6202	0.9667	0.9832
0.4648	9.9762	838	0.9661	0.6202	0.9661	0.9829
0.4648	10.0	840	0.9658	0.6202	0.9658	0.9828

Framework versions

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