ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k11_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: 0.8612
• Qwk: 0.6459
• Mse: 0.8612
• Rmse: 0.9280

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	0.0286	2	5.3124	-0.0360	5.3124	2.3049
No log	0.0571	4	3.7804	-0.0174	3.7804	1.9443
No log	0.0857	6	2.9022	-0.0320	2.9022	1.7036
No log	0.1143	8	2.0556	0.0602	2.0556	1.4337
No log	0.1429	10	1.9611	-0.0045	1.9611	1.4004
No log	0.1714	12	1.8827	0.0280	1.8827	1.3721
No log	0.2	14	1.9037	0.0824	1.9037	1.3797
No log	0.2286	16	1.7440	0.1334	1.7440	1.3206
No log	0.2571	18	1.7817	0.1557	1.7817	1.3348
No log	0.2857	20	1.5440	0.2985	1.5440	1.2426
No log	0.3143	22	1.3492	0.3080	1.3492	1.1616
No log	0.3429	24	1.2572	0.2654	1.2572	1.1213
No log	0.3714	26	1.1953	0.2889	1.1953	1.0933
No log	0.4	28	1.2945	0.2209	1.2945	1.1378
No log	0.4286	30	1.7451	0.1985	1.7451	1.3210
No log	0.4571	32	2.1332	0.1740	2.1332	1.4606
No log	0.4857	34	2.6047	0.0625	2.6047	1.6139
No log	0.5143	36	2.7861	0.0337	2.7861	1.6692
No log	0.5429	38	2.6795	0.0873	2.6795	1.6369
No log	0.5714	40	2.1019	0.2094	2.1019	1.4498
No log	0.6	42	1.6986	0.2366	1.6986	1.3033
No log	0.6286	44	1.4221	0.2371	1.4221	1.1925
No log	0.6571	46	1.1876	0.3772	1.1876	1.0898
No log	0.6857	48	1.1321	0.4144	1.1321	1.0640
No log	0.7143	50	1.1931	0.4444	1.1931	1.0923
No log	0.7429	52	1.5349	0.2999	1.5349	1.2389
No log	0.7714	54	1.6365	0.2750	1.6365	1.2792
No log	0.8	56	1.3835	0.4046	1.3835	1.1762
No log	0.8286	58	1.2365	0.4693	1.2365	1.1120
No log	0.8571	60	1.0855	0.4632	1.0855	1.0419
No log	0.8857	62	1.0665	0.4460	1.0665	1.0327
No log	0.9143	64	1.0126	0.4964	1.0126	1.0063
No log	0.9429	66	0.9135	0.5197	0.9135	0.9558
No log	0.9714	68	0.8796	0.5308	0.8796	0.9379
No log	1.0	70	0.9728	0.5061	0.9728	0.9863
No log	1.0286	72	1.0511	0.4948	1.0511	1.0252
No log	1.0571	74	1.1661	0.4574	1.1661	1.0798
No log	1.0857	76	1.1085	0.4998	1.1085	1.0529
No log	1.1143	78	0.9257	0.5149	0.9257	0.9622
No log	1.1429	80	0.8543	0.5205	0.8543	0.9243
No log	1.1714	82	0.8783	0.4985	0.8783	0.9372
No log	1.2	84	0.8500	0.5098	0.8500	0.9220
No log	1.2286	86	0.8394	0.5397	0.8394	0.9162
No log	1.2571	88	0.8115	0.5197	0.8115	0.9008
No log	1.2857	90	0.8606	0.5366	0.8606	0.9277
No log	1.3143	92	0.9561	0.5454	0.9561	0.9778
No log	1.3429	94	0.9061	0.5402	0.9061	0.9519
No log	1.3714	96	0.8063	0.5965	0.8063	0.8979
No log	1.4	98	0.7777	0.5871	0.7777	0.8819
No log	1.4286	100	0.7681	0.6444	0.7681	0.8764
No log	1.4571	102	0.7577	0.6526	0.7577	0.8705
No log	1.4857	104	0.7683	0.6562	0.7683	0.8765
No log	1.5143	106	0.7872	0.6725	0.7872	0.8872
No log	1.5429	108	0.7834	0.6355	0.7834	0.8851
No log	1.5714	110	0.7920	0.6012	0.7920	0.8899
No log	1.6	112	0.8152	0.6148	0.8152	0.9029
No log	1.6286	114	0.8464	0.6024	0.8464	0.9200
No log	1.6571	116	0.8632	0.5695	0.8632	0.9291
No log	1.6857	118	0.8878	0.5626	0.8878	0.9422
No log	1.7143	120	0.9460	0.5357	0.9460	0.9726
No log	1.7429	122	1.0001	0.5138	1.0001	1.0001
No log	1.7714	124	0.9512	0.5342	0.9512	0.9753
No log	1.8	126	0.8707	0.6004	0.8707	0.9331
No log	1.8286	128	0.8388	0.6066	0.8388	0.9158
No log	1.8571	130	0.8166	0.5960	0.8166	0.9037
No log	1.8857	132	0.7851	0.6607	0.7851	0.8860
No log	1.9143	134	0.7768	0.6311	0.7768	0.8813
No log	1.9429	136	0.7450	0.6574	0.7450	0.8631
No log	1.9714	138	0.7731	0.6637	0.7731	0.8792
No log	2.0	140	0.7915	0.6310	0.7915	0.8897
No log	2.0286	142	0.7202	0.6468	0.7202	0.8486
No log	2.0571	144	0.7152	0.6632	0.7152	0.8457
No log	2.0857	146	0.7124	0.6609	0.7124	0.8440
No log	2.1143	148	0.7420	0.6830	0.7420	0.8614
No log	2.1429	150	0.7719	0.6318	0.7719	0.8786
No log	2.1714	152	0.7862	0.5846	0.7862	0.8867
No log	2.2	154	0.7574	0.6444	0.7574	0.8703
No log	2.2286	156	0.7435	0.6307	0.7435	0.8623
No log	2.2571	158	0.7538	0.6199	0.7538	0.8682
No log	2.2857	160	0.7846	0.6163	0.7846	0.8858
No log	2.3143	162	0.8075	0.6252	0.8075	0.8986
No log	2.3429	164	0.8472	0.5877	0.8472	0.9204
No log	2.3714	166	0.8320	0.6243	0.8320	0.9122
No log	2.4	168	0.8113	0.6757	0.8113	0.9007
No log	2.4286	170	0.7926	0.6291	0.7926	0.8903
No log	2.4571	172	0.8011	0.6581	0.8011	0.8951
No log	2.4857	174	0.7684	0.6564	0.7684	0.8766
No log	2.5143	176	0.7174	0.6807	0.7174	0.8470
No log	2.5429	178	0.7338	0.7283	0.7338	0.8566
No log	2.5714	180	0.8759	0.6099	0.8759	0.9359
No log	2.6	182	0.9356	0.5960	0.9356	0.9673
No log	2.6286	184	0.8887	0.6177	0.8887	0.9427
No log	2.6571	186	0.8316	0.6415	0.8316	0.9119
No log	2.6857	188	0.7951	0.6658	0.7951	0.8917
No log	2.7143	190	0.7830	0.6718	0.7830	0.8849
No log	2.7429	192	0.7654	0.6811	0.7654	0.8749
No log	2.7714	194	0.7506	0.6711	0.7506	0.8664
No log	2.8	196	0.7359	0.6776	0.7359	0.8579
No log	2.8286	198	0.7465	0.6610	0.7465	0.8640
No log	2.8571	200	0.7585	0.6425	0.7585	0.8709
No log	2.8857	202	0.7830	0.6622	0.7830	0.8849
No log	2.9143	204	0.8041	0.6516	0.8041	0.8967
No log	2.9429	206	0.8498	0.6171	0.8498	0.9218
No log	2.9714	208	0.9056	0.6250	0.9056	0.9517
No log	3.0	210	0.8949	0.6128	0.8949	0.9460
No log	3.0286	212	0.8421	0.6409	0.8421	0.9177
No log	3.0571	214	0.8395	0.6297	0.8395	0.9162
No log	3.0857	216	0.8539	0.6088	0.8539	0.9241
No log	3.1143	218	0.8565	0.6088	0.8565	0.9255
No log	3.1429	220	0.8636	0.6318	0.8636	0.9293
No log	3.1714	222	0.8741	0.6156	0.8741	0.9349
No log	3.2	224	0.8846	0.5786	0.8846	0.9405
No log	3.2286	226	0.8697	0.5942	0.8697	0.9326
No log	3.2571	228	0.8287	0.6297	0.8287	0.9104
No log	3.2857	230	0.7887	0.6132	0.7887	0.8881
No log	3.3143	232	0.7609	0.6104	0.7609	0.8723
No log	3.3429	234	0.7385	0.6299	0.7385	0.8594
No log	3.3714	236	0.7581	0.6644	0.7581	0.8707
No log	3.4	238	0.8652	0.5669	0.8652	0.9302
No log	3.4286	240	1.0005	0.5363	1.0005	1.0002
No log	3.4571	242	1.1119	0.5318	1.1119	1.0545
No log	3.4857	244	1.1349	0.5134	1.1349	1.0653
No log	3.5143	246	1.0191	0.5911	1.0191	1.0095
No log	3.5429	248	0.8263	0.6371	0.8263	0.9090
No log	3.5714	250	0.7146	0.7090	0.7146	0.8453
No log	3.6	252	0.6844	0.6920	0.6844	0.8273
No log	3.6286	254	0.6792	0.6689	0.6792	0.8242
No log	3.6571	256	0.6623	0.6665	0.6623	0.8138
No log	3.6857	258	0.6550	0.6671	0.6550	0.8093
No log	3.7143	260	0.6509	0.6702	0.6509	0.8068
No log	3.7429	262	0.6479	0.6710	0.6479	0.8049
No log	3.7714	264	0.6532	0.6825	0.6532	0.8082
No log	3.8	266	0.6586	0.7007	0.6586	0.8116
No log	3.8286	268	0.6698	0.7054	0.6698	0.8184
No log	3.8571	270	0.7073	0.7053	0.7073	0.8410
No log	3.8857	272	0.7649	0.6569	0.7649	0.8746
No log	3.9143	274	0.7592	0.6832	0.7592	0.8713
No log	3.9429	276	0.7653	0.6681	0.7653	0.8748
No log	3.9714	278	0.7558	0.6523	0.7558	0.8694
No log	4.0	280	0.7440	0.6611	0.7440	0.8625
No log	4.0286	282	0.7156	0.6695	0.7156	0.8459
No log	4.0571	284	0.7074	0.6852	0.7074	0.8410
No log	4.0857	286	0.7336	0.6502	0.7336	0.8565
No log	4.1143	288	0.8061	0.6415	0.8061	0.8978
No log	4.1429	290	0.8667	0.6143	0.8667	0.9310
No log	4.1714	292	0.9052	0.5997	0.9052	0.9514
No log	4.2	294	0.8714	0.6277	0.8714	0.9335
No log	4.2286	296	0.8237	0.6256	0.8237	0.9076
No log	4.2571	298	0.8119	0.6358	0.8119	0.9010
No log	4.2857	300	0.8249	0.6407	0.8249	0.9083
No log	4.3143	302	0.8714	0.6304	0.8714	0.9335
No log	4.3429	304	0.9530	0.6131	0.9530	0.9762
No log	4.3714	306	0.9804	0.6077	0.9804	0.9902
No log	4.4	308	0.9679	0.5968	0.9679	0.9838
No log	4.4286	310	0.8863	0.6212	0.8863	0.9415
No log	4.4571	312	0.8396	0.6516	0.8396	0.9163
No log	4.4857	314	0.8262	0.6594	0.8262	0.9090
No log	4.5143	316	0.8369	0.6492	0.8369	0.9148
No log	4.5429	318	0.8571	0.6301	0.8571	0.9258
No log	4.5714	320	0.8149	0.6370	0.8149	0.9027
No log	4.6	322	0.7485	0.6885	0.7485	0.8652
No log	4.6286	324	0.7457	0.6791	0.7457	0.8636
No log	4.6571	326	0.7596	0.6810	0.7596	0.8716
No log	4.6857	328	0.7849	0.6666	0.7849	0.8859
No log	4.7143	330	0.8166	0.6493	0.8166	0.9037
No log	4.7429	332	0.8115	0.6334	0.8115	0.9008
No log	4.7714	334	0.7945	0.6583	0.7945	0.8914
No log	4.8	336	0.7615	0.6661	0.7615	0.8726
No log	4.8286	338	0.7733	0.6482	0.7733	0.8794
No log	4.8571	340	0.8161	0.6464	0.8161	0.9034
No log	4.8857	342	0.8674	0.6469	0.8674	0.9313
No log	4.9143	344	0.8804	0.6283	0.8804	0.9383
No log	4.9429	346	0.8353	0.6428	0.8353	0.9140
No log	4.9714	348	0.7781	0.6540	0.7781	0.8821
No log	5.0	350	0.7519	0.6716	0.7519	0.8671
No log	5.0286	352	0.7399	0.6548	0.7399	0.8602
No log	5.0571	354	0.7707	0.6716	0.7707	0.8779
No log	5.0857	356	0.8270	0.6475	0.8270	0.9094
No log	5.1143	358	0.9242	0.5969	0.9242	0.9614
No log	5.1429	360	0.9998	0.5729	0.9998	0.9999
No log	5.1714	362	1.0058	0.5643	1.0058	1.0029
No log	5.2	364	0.9334	0.5949	0.9334	0.9661
No log	5.2286	366	0.8773	0.5970	0.8773	0.9366
No log	5.2571	368	0.8431	0.6616	0.8431	0.9182
No log	5.2857	370	0.8261	0.6481	0.8261	0.9089
No log	5.3143	372	0.7726	0.6545	0.7726	0.8790
No log	5.3429	374	0.7518	0.6336	0.7518	0.8670
No log	5.3714	376	0.7731	0.6343	0.7731	0.8792
No log	5.4	378	0.8037	0.6280	0.8037	0.8965
No log	5.4286	380	0.8128	0.6186	0.8128	0.9016
No log	5.4571	382	0.7866	0.6374	0.7866	0.8869
No log	5.4857	384	0.7560	0.6645	0.7560	0.8695
No log	5.5143	386	0.7259	0.6754	0.7259	0.8520
No log	5.5429	388	0.7004	0.7215	0.7004	0.8369
No log	5.5714	390	0.7142	0.6772	0.7142	0.8451
No log	5.6	392	0.7270	0.6755	0.7270	0.8527
No log	5.6286	394	0.7830	0.6551	0.7830	0.8849
No log	5.6571	396	0.8136	0.6508	0.8136	0.9020
No log	5.6857	398	0.7968	0.6578	0.7968	0.8926
No log	5.7143	400	0.7274	0.6913	0.7274	0.8529
No log	5.7429	402	0.6789	0.7417	0.6789	0.8239
No log	5.7714	404	0.6501	0.7466	0.6501	0.8063
No log	5.8	406	0.6606	0.7363	0.6606	0.8128
No log	5.8286	408	0.7014	0.7071	0.7014	0.8375
No log	5.8571	410	0.7828	0.6554	0.7828	0.8847
No log	5.8857	412	0.8773	0.6297	0.8773	0.9366
No log	5.9143	414	0.8930	0.6354	0.8930	0.9450
No log	5.9429	416	0.8563	0.6383	0.8563	0.9254
No log	5.9714	418	0.7657	0.6894	0.7657	0.8750
No log	6.0	420	0.6838	0.7183	0.6838	0.8269
No log	6.0286	422	0.6554	0.7192	0.6554	0.8095
No log	6.0571	424	0.6513	0.7128	0.6513	0.8070
No log	6.0857	426	0.6498	0.7128	0.6498	0.8061
No log	6.1143	428	0.6734	0.7108	0.6734	0.8206
No log	6.1429	430	0.7575	0.6551	0.7575	0.8704
No log	6.1714	432	0.8539	0.6434	0.8539	0.9241
No log	6.2	434	0.8952	0.6218	0.8952	0.9461
No log	6.2286	436	0.8895	0.6239	0.8895	0.9431
No log	6.2571	438	0.8723	0.6404	0.8723	0.9339
No log	6.2857	440	0.8037	0.6561	0.8037	0.8965
No log	6.3143	442	0.7433	0.6681	0.7433	0.8621
No log	6.3429	444	0.7157	0.6727	0.7157	0.8460
No log	6.3714	446	0.6975	0.6814	0.6975	0.8352
No log	6.4	448	0.7074	0.6717	0.7074	0.8411
No log	6.4286	450	0.7275	0.6674	0.7275	0.8529
No log	6.4571	452	0.7413	0.6674	0.7413	0.8610
No log	6.4857	454	0.7678	0.6727	0.7678	0.8762
No log	6.5143	456	0.7895	0.6700	0.7895	0.8885
No log	6.5429	458	0.7902	0.6744	0.7902	0.8889
No log	6.5714	460	0.7832	0.6708	0.7832	0.8850
No log	6.6	462	0.7742	0.6644	0.7742	0.8799
No log	6.6286	464	0.7856	0.6753	0.7856	0.8863
No log	6.6571	466	0.8259	0.6754	0.8259	0.9088
No log	6.6857	468	0.8655	0.6508	0.8655	0.9303
No log	6.7143	470	0.8887	0.6217	0.8887	0.9427
No log	6.7429	472	0.8852	0.6374	0.8852	0.9408
No log	6.7714	474	0.8518	0.6585	0.8518	0.9229
No log	6.8	476	0.7841	0.6666	0.7841	0.8855
No log	6.8286	478	0.7097	0.6961	0.7097	0.8425
No log	6.8571	480	0.6837	0.7102	0.6837	0.8269
No log	6.8857	482	0.6817	0.7367	0.6817	0.8256
No log	6.9143	484	0.7074	0.6979	0.7074	0.8411
No log	6.9429	486	0.7629	0.6760	0.7629	0.8735
No log	6.9714	488	0.8245	0.6611	0.8245	0.9080
No log	7.0	490	0.8704	0.6452	0.8704	0.9329
No log	7.0286	492	0.8693	0.6437	0.8693	0.9324
No log	7.0571	494	0.8502	0.6466	0.8502	0.9221
No log	7.0857	496	0.8111	0.6683	0.8111	0.9006
No log	7.1143	498	0.8122	0.6683	0.8122	0.9012
0.4143	7.1429	500	0.8162	0.6712	0.8162	0.9034
0.4143	7.1714	502	0.8278	0.6559	0.8278	0.9098
0.4143	7.2	504	0.8611	0.6395	0.8611	0.9280
0.4143	7.2286	506	0.8719	0.6395	0.8719	0.9338
0.4143	7.2571	508	0.8591	0.6528	0.8591	0.9269
0.4143	7.2857	510	0.8482	0.6646	0.8482	0.9210
0.4143	7.3143	512	0.8375	0.6627	0.8375	0.9152
0.4143	7.3429	514	0.8099	0.6727	0.8099	0.9000
0.4143	7.3714	516	0.7863	0.6761	0.7863	0.8867
0.4143	7.4	518	0.7934	0.6744	0.7934	0.8907
0.4143	7.4286	520	0.8043	0.6727	0.8043	0.8968
0.4143	7.4571	522	0.8026	0.6832	0.8026	0.8959
0.4143	7.4857	524	0.7999	0.6832	0.7999	0.8944
0.4143	7.5143	526	0.7919	0.6761	0.7919	0.8899
0.4143	7.5429	528	0.7718	0.6664	0.7718	0.8785
0.4143	7.5714	530	0.7664	0.6760	0.7664	0.8755
0.4143	7.6	532	0.8041	0.6640	0.8041	0.8967
0.4143	7.6286	534	0.8689	0.6430	0.8689	0.9322
0.4143	7.6571	536	0.9348	0.6232	0.9348	0.9669
0.4143	7.6857	538	0.9690	0.6069	0.9690	0.9844
0.4143	7.7143	540	0.9654	0.5983	0.9654	0.9825
0.4143	7.7429	542	0.9302	0.6077	0.9302	0.9645
0.4143	7.7714	544	0.8760	0.6430	0.8760	0.9359
0.4143	7.8	546	0.8051	0.6700	0.8051	0.8973
0.4143	7.8286	548	0.7710	0.6688	0.7710	0.8781
0.4143	7.8571	550	0.7658	0.6751	0.7658	0.8751
0.4143	7.8857	552	0.7581	0.6820	0.7581	0.8707
0.4143	7.9143	554	0.7843	0.6785	0.7843	0.8856
0.4143	7.9429	556	0.8137	0.6647	0.8137	0.9020
0.4143	7.9714	558	0.8396	0.6463	0.8396	0.9163
0.4143	8.0	560	0.8689	0.6382	0.8689	0.9321
0.4143	8.0286	562	0.8887	0.6368	0.8887	0.9427
0.4143	8.0571	564	0.9168	0.6374	0.9168	0.9575
0.4143	8.0857	566	0.9169	0.6374	0.9169	0.9576
0.4143	8.1143	568	0.8988	0.6374	0.8988	0.9481
0.4143	8.1429	570	0.8722	0.6585	0.8722	0.9339
0.4143	8.1714	572	0.8639	0.6585	0.8639	0.9295
0.4143	8.2	574	0.8721	0.6585	0.8721	0.9338
0.4143	8.2286	576	0.8933	0.6326	0.8933	0.9452
0.4143	8.2571	578	0.8911	0.6340	0.8911	0.9440
0.4143	8.2857	580	0.8896	0.6374	0.8896	0.9432
0.4143	8.3143	582	0.8860	0.6537	0.8860	0.9413
0.4143	8.3429	584	0.8743	0.6389	0.8743	0.9350
0.4143	8.3714	586	0.8913	0.6255	0.8913	0.9441
0.4143	8.4	588	0.9002	0.6165	0.9002	0.9488
0.4143	8.4286	590	0.8796	0.6375	0.8796	0.9379
0.4143	8.4571	592	0.8461	0.6550	0.8461	0.9199
0.4143	8.4857	594	0.8038	0.6484	0.8038	0.8965
0.4143	8.5143	596	0.7761	0.6690	0.7761	0.8810
0.4143	8.5429	598	0.7576	0.6785	0.7576	0.8704
0.4143	8.5714	600	0.7351	0.6900	0.7351	0.8574
0.4143	8.6	602	0.7187	0.6943	0.7187	0.8478
0.4143	8.6286	604	0.7080	0.7010	0.7080	0.8414
0.4143	8.6571	606	0.7149	0.7010	0.7149	0.8455
0.4143	8.6857	608	0.7330	0.6900	0.7330	0.8562
0.4143	8.7143	610	0.7602	0.6707	0.7602	0.8719
0.4143	8.7429	612	0.7792	0.6725	0.7792	0.8827
0.4143	8.7714	614	0.8000	0.6709	0.8000	0.8944
0.4143	8.8	616	0.8074	0.6640	0.8074	0.8986
0.4143	8.8286	618	0.7998	0.6657	0.7998	0.8943
0.4143	8.8571	620	0.7860	0.6657	0.7860	0.8866
0.4143	8.8857	622	0.7868	0.6657	0.7868	0.8870
0.4143	8.9143	624	0.7927	0.6657	0.7927	0.8903
0.4143	8.9429	626	0.7975	0.6657	0.7975	0.8930
0.4143	8.9714	628	0.8067	0.6598	0.8067	0.8982
0.4143	9.0	630	0.8119	0.6426	0.8119	0.9010
0.4143	9.0286	632	0.8214	0.6489	0.8214	0.9063
0.4143	9.0571	634	0.8261	0.6489	0.8261	0.9089
0.4143	9.0857	636	0.8265	0.6397	0.8265	0.9091
0.4143	9.1143	638	0.8283	0.6397	0.8283	0.9101
0.4143	9.1429	640	0.8206	0.6557	0.8206	0.9059
0.4143	9.1714	642	0.8117	0.6496	0.8117	0.9009
0.4143	9.2	644	0.8036	0.6496	0.8036	0.8964
0.4143	9.2286	646	0.8028	0.6496	0.8028	0.8960
0.4143	9.2571	648	0.7967	0.6666	0.7967	0.8926
0.4143	9.2857	650	0.7931	0.6666	0.7931	0.8905
0.4143	9.3143	652	0.7877	0.6709	0.7877	0.8875
0.4143	9.3429	654	0.7766	0.6821	0.7766	0.8812
0.4143	9.3714	656	0.7633	0.6821	0.7633	0.8737
0.4143	9.4	658	0.7591	0.6839	0.7591	0.8713
0.4143	9.4286	660	0.7591	0.6839	0.7591	0.8713
0.4143	9.4571	662	0.7640	0.6821	0.7640	0.8741
0.4143	9.4857	664	0.7729	0.6821	0.7729	0.8792
0.4143	9.5143	666	0.7887	0.6725	0.7887	0.8881
0.4143	9.5429	668	0.8046	0.6496	0.8046	0.8970
0.4143	9.5714	670	0.8127	0.6557	0.8127	0.9015
0.4143	9.6	672	0.8183	0.6618	0.8183	0.9046
0.4143	9.6286	674	0.8245	0.6527	0.8245	0.9080
0.4143	9.6571	676	0.8305	0.6527	0.8305	0.9113
0.4143	9.6857	678	0.8375	0.6459	0.8375	0.9152
0.4143	9.7143	680	0.8439	0.6459	0.8439	0.9186
0.4143	9.7429	682	0.8502	0.6459	0.8502	0.9220
0.4143	9.7714	684	0.8556	0.6459	0.8556	0.9250
0.4143	9.8	686	0.8574	0.6459	0.8574	0.9259
0.4143	9.8286	688	0.8576	0.6459	0.8576	0.9261
0.4143	9.8571	690	0.8588	0.6459	0.8588	0.9267
0.4143	9.8857	692	0.8602	0.6459	0.8602	0.9275
0.4143	9.9143	694	0.8601	0.6459	0.8601	0.9274
0.4143	9.9429	696	0.8607	0.6459	0.8607	0.9277
0.4143	9.9714	698	0.8610	0.6459	0.8610	0.9279
0.4143	10.0	700	0.8612	0.6459	0.8612	0.9280

Framework versions

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