ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k15_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: 0.8005
• Qwk: 0.6806
• Mse: 0.8005
• Rmse: 0.8947

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	5.0918	0.0003	5.0919	2.2565
No log	0.0476	4	2.8718	0.1173	2.8718	1.6947
No log	0.0714	6	1.6219	0.1277	1.6219	1.2735
No log	0.0952	8	1.8993	0.0079	1.8993	1.3782
No log	0.1190	10	1.7459	0.0383	1.7459	1.3213
No log	0.1429	12	1.5441	0.0501	1.5441	1.2426
No log	0.1667	14	1.3018	0.1450	1.3018	1.1410
No log	0.1905	16	1.2739	0.2529	1.2739	1.1287
No log	0.2143	18	1.4310	0.1927	1.4310	1.1963
No log	0.2381	20	1.5885	0.2165	1.5885	1.2603
No log	0.2619	22	1.8527	0.1786	1.8527	1.3611
No log	0.2857	24	2.4080	0.1188	2.4080	1.5518
No log	0.3095	26	1.8003	0.2015	1.8003	1.3417
No log	0.3333	28	1.1798	0.2669	1.1798	1.0862
No log	0.3571	30	1.0301	0.4616	1.0301	1.0150
No log	0.3810	32	1.0205	0.4646	1.0205	1.0102
No log	0.4048	34	1.0663	0.4173	1.0663	1.0326
No log	0.4286	36	1.0647	0.4402	1.0647	1.0318
No log	0.4524	38	1.2041	0.3611	1.2041	1.0973
No log	0.4762	40	1.0975	0.4482	1.0975	1.0476
No log	0.5	42	0.9717	0.4620	0.9717	0.9858
No log	0.5238	44	1.0726	0.5132	1.0726	1.0357
No log	0.5476	46	1.1393	0.4822	1.1393	1.0674
No log	0.5714	48	1.0974	0.4669	1.0974	1.0476
No log	0.5952	50	1.1204	0.4750	1.1204	1.0585
No log	0.6190	52	0.9752	0.4831	0.9752	0.9875
No log	0.6429	54	0.8940	0.5860	0.8940	0.9455
No log	0.6667	56	0.9047	0.5283	0.9047	0.9512
No log	0.6905	58	1.0191	0.5151	1.0191	1.0095
No log	0.7143	60	0.8815	0.5939	0.8815	0.9389
No log	0.7381	62	0.8499	0.6089	0.8499	0.9219
No log	0.7619	64	0.9125	0.5957	0.9125	0.9552
No log	0.7857	66	0.8809	0.6386	0.8809	0.9386
No log	0.8095	68	0.8727	0.6707	0.8727	0.9342
No log	0.8333	70	0.7911	0.6355	0.7911	0.8894
No log	0.8571	72	0.9110	0.6390	0.9110	0.9545
No log	0.8810	74	1.4648	0.5334	1.4648	1.2103
No log	0.9048	76	1.3574	0.5614	1.3574	1.1651
No log	0.9286	78	0.9312	0.6070	0.9312	0.9650
No log	0.9524	80	0.7557	0.6388	0.7557	0.8693
No log	0.9762	82	0.7951	0.5783	0.7951	0.8917
No log	1.0	84	0.7412	0.5901	0.7412	0.8609
No log	1.0238	86	0.7449	0.6157	0.7449	0.8631
No log	1.0476	88	1.2285	0.5796	1.2285	1.1084
No log	1.0714	90	1.8612	0.4565	1.8612	1.3642
No log	1.0952	92	1.8497	0.4718	1.8497	1.3600
No log	1.1190	94	1.0967	0.5911	1.0967	1.0472
No log	1.1429	96	0.6525	0.7094	0.6525	0.8078
No log	1.1667	98	0.6468	0.7172	0.6468	0.8043
No log	1.1905	100	0.8193	0.6920	0.8193	0.9051
No log	1.2143	102	1.7306	0.4487	1.7306	1.3155
No log	1.2381	104	2.1229	0.4166	2.1229	1.4570
No log	1.2619	106	1.9071	0.4391	1.9071	1.3810
No log	1.2857	108	1.2299	0.5966	1.2299	1.1090
No log	1.3095	110	0.7961	0.6868	0.7961	0.8922
No log	1.3333	112	0.7947	0.6857	0.7947	0.8915
No log	1.3571	114	1.0587	0.5951	1.0587	1.0289
No log	1.3810	116	1.0802	0.5398	1.0802	1.0393
No log	1.4048	118	0.9382	0.5550	0.9382	0.9686
No log	1.4286	120	0.8166	0.5728	0.8166	0.9036
No log	1.4524	122	0.7729	0.5869	0.7729	0.8791
No log	1.4762	124	0.8996	0.5486	0.8996	0.9485
No log	1.5	126	0.8848	0.5974	0.8848	0.9407
No log	1.5238	128	0.8451	0.6469	0.8451	0.9193
No log	1.5476	130	1.3392	0.5779	1.3392	1.1572
No log	1.5714	132	1.4493	0.5603	1.4493	1.2039
No log	1.5952	134	1.0284	0.6258	1.0284	1.0141
No log	1.6190	136	0.8057	0.6872	0.8057	0.8976
No log	1.6429	138	0.7614	0.6766	0.7614	0.8726
No log	1.6667	140	0.8039	0.6839	0.8039	0.8966
No log	1.6905	142	1.2892	0.5587	1.2892	1.1354
No log	1.7143	144	1.5957	0.4870	1.5957	1.2632
No log	1.7381	146	1.4021	0.4889	1.4021	1.1841
No log	1.7619	148	1.0612	0.5481	1.0612	1.0302
No log	1.7857	150	0.8255	0.5991	0.8255	0.9086
No log	1.8095	152	0.7084	0.6161	0.7084	0.8417
No log	1.8333	154	0.7015	0.6448	0.7015	0.8376
No log	1.8571	156	0.7869	0.6905	0.7869	0.8871
No log	1.8810	158	0.7840	0.6931	0.7840	0.8854
No log	1.9048	160	0.7160	0.7001	0.7160	0.8462
No log	1.9286	162	0.7093	0.7007	0.7093	0.8422
No log	1.9524	164	0.7877	0.7072	0.7877	0.8875
No log	1.9762	166	0.9945	0.6489	0.9945	0.9973
No log	2.0	168	1.3034	0.5952	1.3034	1.1416
No log	2.0238	170	1.2014	0.6152	1.2014	1.0961
No log	2.0476	172	1.0859	0.6260	1.0859	1.0421
No log	2.0714	174	0.8967	0.6414	0.8967	0.9469
No log	2.0952	176	0.7350	0.6958	0.7350	0.8573
No log	2.1190	178	0.7167	0.6946	0.7167	0.8466
No log	2.1429	180	0.7934	0.6880	0.7934	0.8907
No log	2.1667	182	1.0278	0.5784	1.0278	1.0138
No log	2.1905	184	1.0948	0.5577	1.0948	1.0463
No log	2.2143	186	0.8938	0.6352	0.8938	0.9454
No log	2.2381	188	0.7289	0.6558	0.7289	0.8538
No log	2.2619	190	0.7071	0.6506	0.7071	0.8409
No log	2.2857	192	0.7212	0.7019	0.7212	0.8493
No log	2.3095	194	1.0268	0.6068	1.0268	1.0133
No log	2.3333	196	1.3171	0.5714	1.3171	1.1477
No log	2.3571	198	1.1301	0.5948	1.1301	1.0631
No log	2.3810	200	1.1364	0.5934	1.1364	1.0660
No log	2.4048	202	1.0158	0.6474	1.0158	1.0079
No log	2.4286	204	0.8268	0.6934	0.8268	0.9093
No log	2.4524	206	0.7591	0.6887	0.7591	0.8712
No log	2.4762	208	0.8348	0.6778	0.8348	0.9137
No log	2.5	210	0.9299	0.6760	0.9299	0.9643
No log	2.5238	212	1.0888	0.6374	1.0888	1.0434
No log	2.5476	214	1.4908	0.5764	1.4908	1.2210
No log	2.5714	216	1.5624	0.5726	1.5624	1.2500
No log	2.5952	218	1.1352	0.6364	1.1352	1.0655
No log	2.6190	220	0.7685	0.7030	0.7685	0.8767
No log	2.6429	222	0.7187	0.7050	0.7187	0.8478
No log	2.6667	224	0.7934	0.7009	0.7934	0.8907
No log	2.6905	226	1.0169	0.5894	1.0169	1.0084
No log	2.7143	228	1.0639	0.5833	1.0639	1.0315
No log	2.7381	230	0.8927	0.6119	0.8927	0.9448
No log	2.7619	232	0.7282	0.6035	0.7282	0.8533
No log	2.7857	234	0.7078	0.6290	0.7078	0.8413
No log	2.8095	236	0.8325	0.6406	0.8325	0.9124
No log	2.8333	238	0.9522	0.6026	0.9522	0.9758
No log	2.8571	240	0.8945	0.6533	0.8945	0.9458
No log	2.8810	242	0.9642	0.6596	0.9642	0.9819
No log	2.9048	244	0.9655	0.6401	0.9655	0.9826
No log	2.9286	246	0.8414	0.7070	0.8414	0.9173
No log	2.9524	248	0.9254	0.5929	0.9254	0.9620
No log	2.9762	250	1.2122	0.5071	1.2122	1.1010
No log	3.0	252	1.2898	0.4938	1.2898	1.1357
No log	3.0238	254	1.1433	0.4856	1.1433	1.0692
No log	3.0476	256	0.9358	0.5899	0.9358	0.9674
No log	3.0714	258	0.8853	0.6190	0.8853	0.9409
No log	3.0952	260	0.7934	0.6793	0.7934	0.8908
No log	3.1190	262	0.7066	0.7226	0.7066	0.8406
No log	3.1429	264	0.7274	0.7382	0.7274	0.8529
No log	3.1667	266	0.8193	0.7171	0.8193	0.9052
No log	3.1905	268	0.9193	0.6163	0.9193	0.9588
No log	3.2143	270	0.8288	0.6784	0.8288	0.9104
No log	3.2381	272	0.7480	0.7266	0.7480	0.8649
No log	3.2619	274	0.7623	0.7214	0.7623	0.8731
No log	3.2857	276	0.7498	0.7109	0.7498	0.8659
No log	3.3095	278	0.8236	0.7043	0.8236	0.9075
No log	3.3333	280	0.9998	0.6363	0.9998	0.9999
No log	3.3571	282	0.9811	0.6376	0.9811	0.9905
No log	3.3810	284	0.8183	0.6707	0.8183	0.9046
No log	3.4048	286	0.6779	0.7239	0.6779	0.8233
No log	3.4286	288	0.6546	0.7262	0.6546	0.8091
No log	3.4524	290	0.6779	0.6992	0.6779	0.8233
No log	3.4762	292	0.8180	0.6645	0.8180	0.9044
No log	3.5	294	0.9482	0.6230	0.9482	0.9738
No log	3.5238	296	0.8776	0.6514	0.8776	0.9368
No log	3.5476	298	0.7433	0.6784	0.7433	0.8622
No log	3.5714	300	0.6971	0.6900	0.6971	0.8350
No log	3.5952	302	0.6875	0.7063	0.6875	0.8292
No log	3.6190	304	0.7031	0.7219	0.7031	0.8385
No log	3.6429	306	0.7609	0.7126	0.7609	0.8723
No log	3.6667	308	0.8704	0.6556	0.8704	0.9329
No log	3.6905	310	0.8769	0.6474	0.8769	0.9364
No log	3.7143	312	0.8840	0.6234	0.8840	0.9402
No log	3.7381	314	0.7706	0.6586	0.7706	0.8779
No log	3.7619	316	0.7085	0.6976	0.7085	0.8417
No log	3.7857	318	0.7029	0.7065	0.7029	0.8384
No log	3.8095	320	0.7873	0.6961	0.7873	0.8873
No log	3.8333	322	0.8971	0.6665	0.8971	0.9471
No log	3.8571	324	0.9416	0.6572	0.9416	0.9704
No log	3.8810	326	0.9052	0.6814	0.9052	0.9514
No log	3.9048	328	0.9256	0.6874	0.9256	0.9621
No log	3.9286	330	0.9217	0.6874	0.9217	0.9601
No log	3.9524	332	0.9921	0.6747	0.9921	0.9961
No log	3.9762	334	1.0243	0.6531	1.0243	1.0121
No log	4.0	336	1.0211	0.6508	1.0211	1.0105
No log	4.0238	338	1.0266	0.6164	1.0266	1.0132
No log	4.0476	340	0.9931	0.5883	0.9931	0.9965
No log	4.0714	342	0.9125	0.5960	0.9125	0.9553
No log	4.0952	344	0.8875	0.5960	0.8875	0.9421
No log	4.1190	346	0.8330	0.6607	0.8330	0.9127
No log	4.1429	348	0.8101	0.6871	0.8101	0.9001
No log	4.1667	350	0.8111	0.6967	0.8111	0.9006
No log	4.1905	352	0.9044	0.6422	0.9044	0.9510
No log	4.2143	354	0.9322	0.6422	0.9322	0.9655
No log	4.2381	356	0.8792	0.6853	0.8792	0.9377
No log	4.2619	358	0.8178	0.6800	0.8178	0.9043
No log	4.2857	360	0.7787	0.6891	0.7787	0.8825
No log	4.3095	362	0.7973	0.6820	0.7973	0.8929
No log	4.3333	364	0.9098	0.6343	0.9098	0.9538
No log	4.3571	366	0.9205	0.6410	0.9205	0.9595
No log	4.3810	368	0.9003	0.6536	0.9003	0.9488
No log	4.4048	370	0.9289	0.6489	0.9289	0.9638
No log	4.4286	372	0.9184	0.6371	0.9184	0.9584
No log	4.4524	374	0.8011	0.6625	0.8011	0.8951
No log	4.4762	376	0.7260	0.7022	0.7260	0.8520
No log	4.5	378	0.7452	0.7022	0.7452	0.8633
No log	4.5238	380	0.7492	0.7106	0.7492	0.8655
No log	4.5476	382	0.7849	0.7046	0.7849	0.8859
No log	4.5714	384	0.8826	0.6593	0.8826	0.9395
No log	4.5952	386	0.8867	0.6529	0.8867	0.9416
No log	4.6190	388	0.8147	0.6968	0.8147	0.9026
No log	4.6429	390	0.7473	0.7129	0.7473	0.8645
No log	4.6667	392	0.7327	0.7129	0.7327	0.8560
No log	4.6905	394	0.7627	0.7106	0.7627	0.8733
No log	4.7143	396	0.8309	0.6619	0.8309	0.9115
No log	4.7381	398	0.8051	0.6824	0.8051	0.8973
No log	4.7619	400	0.7066	0.6929	0.7066	0.8406
No log	4.7857	402	0.6296	0.7172	0.6296	0.7935
No log	4.8095	404	0.6093	0.7185	0.6093	0.7806
No log	4.8333	406	0.6176	0.7164	0.6176	0.7858
No log	4.8571	408	0.6475	0.7255	0.6475	0.8047
No log	4.8810	410	0.7302	0.7029	0.7302	0.8545
No log	4.9048	412	0.7670	0.6892	0.7670	0.8758
No log	4.9286	414	0.8212	0.6716	0.8212	0.9062
No log	4.9524	416	0.8563	0.6811	0.8563	0.9253
No log	4.9762	418	0.9468	0.6419	0.9468	0.9730
No log	5.0	420	0.9710	0.6387	0.9710	0.9854
No log	5.0238	422	0.8380	0.6926	0.8380	0.9154
No log	5.0476	424	0.6910	0.7540	0.6910	0.8313
No log	5.0714	426	0.6494	0.7441	0.6494	0.8058
No log	5.0952	428	0.6806	0.7382	0.6806	0.8250
No log	5.1190	430	0.7741	0.7109	0.7741	0.8798
No log	5.1429	432	0.9044	0.6352	0.9044	0.9510
No log	5.1667	434	0.9029	0.6285	0.9029	0.9502
No log	5.1905	436	0.7817	0.6974	0.7817	0.8842
No log	5.2143	438	0.6532	0.7299	0.6532	0.8082
No log	5.2381	440	0.6281	0.6988	0.6281	0.7925
No log	5.2619	442	0.6303	0.7193	0.6303	0.7939
No log	5.2857	444	0.6562	0.7379	0.6562	0.8101
No log	5.3095	446	0.7443	0.7039	0.7443	0.8627
No log	5.3333	448	0.8921	0.6582	0.8921	0.9445
No log	5.3571	450	0.9338	0.6600	0.9338	0.9664
No log	5.3810	452	0.8675	0.6972	0.8675	0.9314
No log	5.4048	454	0.8261	0.6992	0.8261	0.9089
No log	5.4286	456	0.7284	0.7029	0.7284	0.8535
No log	5.4524	458	0.6597	0.6733	0.6597	0.8122
No log	5.4762	460	0.6494	0.6733	0.6494	0.8059
No log	5.5	462	0.6607	0.6617	0.6607	0.8129
No log	5.5238	464	0.7158	0.6797	0.7158	0.8461
No log	5.5476	466	0.8350	0.6625	0.8350	0.9138
No log	5.5714	468	0.9865	0.5893	0.9865	0.9932
No log	5.5952	470	0.9885	0.5883	0.9885	0.9942
No log	5.6190	472	0.8673	0.6653	0.8673	0.9313
No log	5.6429	474	0.7110	0.7203	0.7110	0.8432
No log	5.6667	476	0.6465	0.7365	0.6465	0.8040
No log	5.6905	478	0.6435	0.7365	0.6435	0.8022
No log	5.7143	480	0.6681	0.7406	0.6681	0.8174
No log	5.7381	482	0.7748	0.6816	0.7748	0.8802
No log	5.7619	484	0.9110	0.6070	0.9110	0.9545
No log	5.7857	486	0.9586	0.6145	0.9586	0.9791
No log	5.8095	488	0.9296	0.6351	0.9296	0.9642
No log	5.8333	490	0.9508	0.6300	0.9508	0.9751
No log	5.8571	492	0.9061	0.6454	0.9061	0.9519
No log	5.8810	494	0.8180	0.6995	0.8180	0.9045
No log	5.9048	496	0.7953	0.7124	0.7953	0.8918
No log	5.9286	498	0.8162	0.7049	0.8162	0.9034
0.4329	5.9524	500	0.8254	0.6939	0.8254	0.9085
0.4329	5.9762	502	0.7913	0.6940	0.7913	0.8896
0.4329	6.0	504	0.8175	0.7137	0.8175	0.9042
0.4329	6.0238	506	0.8415	0.6842	0.8415	0.9173
0.4329	6.0476	508	0.8757	0.6706	0.8757	0.9358
0.4329	6.0714	510	0.8883	0.6690	0.8883	0.9425
0.4329	6.0952	512	0.8407	0.6721	0.8407	0.9169
0.4329	6.1190	514	0.7552	0.7202	0.7552	0.8690
0.4329	6.1429	516	0.6964	0.7339	0.6964	0.8345
0.4329	6.1667	518	0.7004	0.7313	0.7004	0.8369
0.4329	6.1905	520	0.7462	0.6995	0.7462	0.8638
0.4329	6.2143	522	0.8141	0.6932	0.8141	0.9023
0.4329	6.2381	524	0.8204	0.6932	0.8204	0.9058
0.4329	6.2619	526	0.8006	0.7018	0.8006	0.8948
0.4329	6.2857	528	0.7306	0.7063	0.7306	0.8548
0.4329	6.3095	530	0.6993	0.7298	0.6993	0.8363
0.4329	6.3333	532	0.7117	0.7298	0.7117	0.8436
0.4329	6.3571	534	0.7470	0.7250	0.7470	0.8643
0.4329	6.3810	536	0.8384	0.6813	0.8384	0.9156
0.4329	6.4048	538	0.9159	0.6091	0.9159	0.9570
0.4329	6.4286	540	1.0113	0.5810	1.0113	1.0056
0.4329	6.4524	542	0.9890	0.5821	0.9890	0.9945
0.4329	6.4762	544	0.8780	0.6154	0.8780	0.9370
0.4329	6.5	546	0.7348	0.7090	0.7348	0.8572
0.4329	6.5238	548	0.6767	0.7012	0.6767	0.8226
0.4329	6.5476	550	0.6745	0.7084	0.6745	0.8213
0.4329	6.5714	552	0.7184	0.7247	0.7184	0.8476
0.4329	6.5952	554	0.7821	0.7159	0.7821	0.8843
0.4329	6.6190	556	0.8656	0.6435	0.8656	0.9304
0.4329	6.6429	558	0.8922	0.6313	0.8922	0.9445
0.4329	6.6667	560	0.9005	0.6319	0.9005	0.9490
0.4329	6.6905	562	0.8748	0.6271	0.8748	0.9353
0.4329	6.7143	564	0.8256	0.7054	0.8256	0.9086
0.4329	6.7381	566	0.7966	0.7074	0.7966	0.8925
0.4329	6.7619	568	0.7760	0.7231	0.7760	0.8809
0.4329	6.7857	570	0.7272	0.7262	0.7272	0.8527
0.4329	6.8095	572	0.7014	0.7313	0.7014	0.8375
0.4329	6.8333	574	0.7006	0.7319	0.7006	0.8370
0.4329	6.8571	576	0.7539	0.7313	0.7539	0.8683
0.4329	6.8810	578	0.8545	0.6620	0.8545	0.9244
0.4329	6.9048	580	0.9604	0.6254	0.9604	0.9800
0.4329	6.9286	582	0.9861	0.6093	0.9861	0.9930
0.4329	6.9524	584	1.0085	0.6306	1.0085	1.0042
0.4329	6.9762	586	1.0575	0.6148	1.0575	1.0284
0.4329	7.0	588	1.0215	0.6286	1.0215	1.0107
0.4329	7.0238	590	0.9374	0.6402	0.9374	0.9682
0.4329	7.0476	592	0.8667	0.6610	0.8667	0.9310
0.4329	7.0714	594	0.8799	0.6480	0.8799	0.9380
0.4329	7.0952	596	0.8512	0.6525	0.8512	0.9226
0.4329	7.1190	598	0.8375	0.6785	0.8375	0.9152
0.4329	7.1429	600	0.8496	0.6483	0.8496	0.9217
0.4329	7.1667	602	0.8286	0.6886	0.8286	0.9103
0.4329	7.1905	604	0.7659	0.7271	0.7659	0.8751
0.4329	7.2143	606	0.7313	0.7360	0.7313	0.8551
0.4329	7.2381	608	0.7455	0.7491	0.7455	0.8634
0.4329	7.2619	610	0.7753	0.7065	0.7753	0.8805
0.4329	7.2857	612	0.7942	0.6979	0.7942	0.8912
0.4329	7.3095	614	0.8186	0.6717	0.8186	0.9048
0.4329	7.3333	616	0.8374	0.6331	0.8374	0.9151
0.4329	7.3571	618	0.8521	0.6295	0.8521	0.9231
0.4329	7.3810	620	0.8376	0.6295	0.8376	0.9152
0.4329	7.4048	622	0.8383	0.6330	0.8383	0.9156
0.4329	7.4286	624	0.7900	0.6510	0.7900	0.8888
0.4329	7.4524	626	0.7682	0.7038	0.7682	0.8765
0.4329	7.4762	628	0.7871	0.6664	0.7871	0.8872
0.4329	7.5	630	0.8420	0.6278	0.8420	0.9176
0.4329	7.5238	632	0.8634	0.6379	0.8634	0.9292
0.4329	7.5476	634	0.8344	0.6499	0.8344	0.9134
0.4329	7.5714	636	0.7886	0.6853	0.7886	0.8880
0.4329	7.5952	638	0.7420	0.7319	0.7420	0.8614
0.4329	7.6190	640	0.7149	0.7433	0.7149	0.8455
0.4329	7.6429	642	0.7127	0.7473	0.7127	0.8442
0.4329	7.6667	644	0.7487	0.7253	0.7487	0.8653
0.4329	7.6905	646	0.8125	0.6921	0.8125	0.9014
0.4329	7.7143	648	0.8433	0.6445	0.8433	0.9183
0.4329	7.7381	650	0.8670	0.6279	0.8670	0.9311
0.4329	7.7619	652	0.8580	0.6265	0.8580	0.9263
0.4329	7.7857	654	0.8687	0.6250	0.8687	0.9320
0.4329	7.8095	656	0.8255	0.6303	0.8255	0.9086
0.4329	7.8333	658	0.8183	0.6338	0.8183	0.9046
0.4329	7.8571	660	0.8096	0.6548	0.8096	0.8998
0.4329	7.8810	662	0.7965	0.6724	0.7965	0.8925
0.4329	7.9048	664	0.7883	0.7093	0.7883	0.8879
0.4329	7.9286	666	0.8020	0.6949	0.8020	0.8956
0.4329	7.9524	668	0.8110	0.6949	0.8110	0.9006
0.4329	7.9762	670	0.8460	0.6580	0.8460	0.9198
0.4329	8.0	672	0.9279	0.6452	0.9279	0.9633
0.4329	8.0238	674	0.9967	0.6376	0.9967	0.9984
0.4329	8.0476	676	1.0023	0.6311	1.0023	1.0011
0.4329	8.0714	678	0.9614	0.6239	0.9614	0.9805
0.4329	8.0952	680	0.8714	0.6240	0.8714	0.9335
0.4329	8.1190	682	0.7693	0.7240	0.7693	0.8771
0.4329	8.1429	684	0.6828	0.7415	0.6828	0.8263
0.4329	8.1667	686	0.6407	0.7353	0.6407	0.8004
0.4329	8.1905	688	0.6214	0.7382	0.6214	0.7883
0.4329	8.2143	690	0.6154	0.7327	0.6154	0.7845
0.4329	8.2381	692	0.6207	0.7382	0.6207	0.7879
0.4329	8.2619	694	0.6393	0.7331	0.6393	0.7996
0.4329	8.2857	696	0.6839	0.7356	0.6839	0.8270
0.4329	8.3095	698	0.7483	0.7181	0.7483	0.8651
0.4329	8.3333	700	0.8054	0.6667	0.8054	0.8974
0.4329	8.3571	702	0.8745	0.6132	0.8745	0.9351
0.4329	8.3810	704	0.9131	0.6180	0.9131	0.9555
0.4329	8.4048	706	0.9174	0.6180	0.9174	0.9578
0.4329	8.4286	708	0.8816	0.6254	0.8816	0.9389
0.4329	8.4524	710	0.8300	0.6627	0.8300	0.9111
0.4329	8.4762	712	0.7694	0.7267	0.7694	0.8772
0.4329	8.5	714	0.7361	0.7313	0.7361	0.8580
0.4329	8.5238	716	0.7226	0.7334	0.7226	0.8501
0.4329	8.5476	718	0.7220	0.7350	0.7220	0.8497
0.4329	8.5714	720	0.7347	0.7350	0.7347	0.8572
0.4329	8.5952	722	0.7740	0.7203	0.7740	0.8798
0.4329	8.6190	724	0.8226	0.6262	0.8226	0.9070
0.4329	8.6429	726	0.8601	0.6202	0.8601	0.9274
0.4329	8.6667	728	0.8701	0.6148	0.8701	0.9328
0.4329	8.6905	730	0.8476	0.6199	0.8476	0.9207
0.4329	8.7143	732	0.8237	0.6136	0.8237	0.9076
0.4329	8.7381	734	0.8021	0.6708	0.8021	0.8956
0.4329	8.7619	736	0.7950	0.6844	0.7950	0.8916
0.4329	8.7857	738	0.7819	0.7260	0.7819	0.8842
0.4329	8.8095	740	0.7730	0.7266	0.7730	0.8792
0.4329	8.8333	742	0.7876	0.7055	0.7876	0.8874
0.4329	8.8571	744	0.8004	0.7055	0.8004	0.8947
0.4329	8.8810	746	0.8073	0.7019	0.8073	0.8985
0.4329	8.9048	748	0.8196	0.6618	0.8196	0.9053
0.4329	8.9286	750	0.8308	0.6587	0.8308	0.9115
0.4329	8.9524	752	0.8386	0.6419	0.8386	0.9158
0.4329	8.9762	754	0.8362	0.6532	0.8362	0.9145
0.4329	9.0	756	0.8556	0.6332	0.8556	0.9250
0.4329	9.0238	758	0.8795	0.6225	0.8795	0.9378
0.4329	9.0476	760	0.9000	0.6200	0.9000	0.9487
0.4329	9.0714	762	0.9179	0.6180	0.9179	0.9581
0.4329	9.0952	764	0.9223	0.6180	0.9223	0.9604
0.4329	9.1190	766	0.9061	0.6192	0.9061	0.9519
0.4329	9.1429	768	0.8964	0.6132	0.8964	0.9468
0.4329	9.1667	770	0.8749	0.6132	0.8749	0.9354
0.4329	9.1905	772	0.8652	0.6217	0.8652	0.9302
0.4329	9.2143	774	0.8545	0.6217	0.8545	0.9244
0.4329	9.2381	776	0.8575	0.6217	0.8575	0.9260
0.4329	9.2619	778	0.8601	0.6217	0.8601	0.9274
0.4329	9.2857	780	0.8713	0.6217	0.8713	0.9335
0.4329	9.3095	782	0.8726	0.6217	0.8726	0.9341
0.4329	9.3333	784	0.8631	0.6217	0.8631	0.9290
0.4329	9.3571	786	0.8575	0.6258	0.8575	0.9260
0.4329	9.3810	788	0.8606	0.6258	0.8606	0.9277
0.4329	9.4048	790	0.8745	0.6258	0.8745	0.9352
0.4329	9.4286	792	0.8936	0.6132	0.8936	0.9453
0.4329	9.4524	794	0.8994	0.6132	0.8994	0.9484
0.4329	9.4762	796	0.9033	0.6132	0.9033	0.9504
0.4329	9.5	798	0.8985	0.6164	0.8985	0.9479
0.4329	9.5238	800	0.8952	0.6095	0.8952	0.9461
0.4329	9.5476	802	0.8831	0.6095	0.8831	0.9397
0.4329	9.5714	804	0.8658	0.6258	0.8658	0.9305
0.4329	9.5952	806	0.8526	0.6258	0.8526	0.9234
0.4329	9.6190	808	0.8438	0.6243	0.8438	0.9186
0.4329	9.6429	810	0.8388	0.6243	0.8388	0.9159
0.4329	9.6667	812	0.8356	0.6331	0.8356	0.9141
0.4329	9.6905	814	0.8297	0.6241	0.8297	0.9109
0.4329	9.7143	816	0.8180	0.6449	0.8180	0.9044
0.4329	9.7381	818	0.8068	0.6711	0.8068	0.8982
0.4329	9.7619	820	0.8038	0.6711	0.8038	0.8965
0.4329	9.7857	822	0.8054	0.6711	0.8054	0.8974
0.4329	9.8095	824	0.8069	0.6711	0.8069	0.8983
0.4329	9.8333	826	0.8083	0.6711	0.8083	0.8990
0.4329	9.8571	828	0.8060	0.6711	0.8060	0.8978
0.4329	9.8810	830	0.8054	0.6711	0.8054	0.8974
0.4329	9.9048	832	0.8036	0.6711	0.8036	0.8964
0.4329	9.9286	834	0.8020	0.6711	0.8020	0.8955
0.4329	9.9524	836	0.8015	0.6806	0.8015	0.8953
0.4329	9.9762	838	0.8006	0.6806	0.8006	0.8948
0.4329	10.0	840	0.8005	0.6806	0.8005	0.8947

Framework versions

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