ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k14_task2_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: 0.6389
• Qwk: 0.5567
• Mse: 0.6389
• Rmse: 0.7993

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	0.0227	2	4.0682	-0.0275	4.0682	2.0170
No log	0.0455	4	2.1870	-0.0032	2.1870	1.4788
No log	0.0682	6	1.5910	-0.0064	1.5910	1.2613
No log	0.0909	8	1.2845	0.0495	1.2845	1.1334
No log	0.1136	10	0.9205	-0.0446	0.9205	0.9594
No log	0.1364	12	0.9665	0.0744	0.9665	0.9831
No log	0.1591	14	1.0241	0.0580	1.0241	1.0120
No log	0.1818	16	1.0060	0.0852	1.0060	1.0030
No log	0.2045	18	1.0922	0.0852	1.0922	1.0451
No log	0.2273	20	1.2108	0.1280	1.2108	1.1004
No log	0.25	22	1.5814	0.1505	1.5814	1.2575
No log	0.2727	24	1.7198	0.1341	1.7198	1.3114
No log	0.2955	26	1.7808	0.1425	1.7808	1.3345
No log	0.3182	28	1.3211	0.1839	1.3210	1.1494
No log	0.3409	30	0.9300	0.2586	0.9300	0.9644
No log	0.3636	32	1.0975	0.1640	1.0975	1.0476
No log	0.3864	34	1.6694	0.1674	1.6694	1.2920
No log	0.4091	36	2.0388	0.1418	2.0388	1.4279
No log	0.4318	38	1.6147	0.1686	1.6147	1.2707
No log	0.4545	40	1.3275	0.2204	1.3275	1.1522
No log	0.4773	42	1.2566	0.2752	1.2566	1.1210
No log	0.5	44	1.1218	0.2932	1.1218	1.0591
No log	0.5227	46	0.8404	0.4160	0.8404	0.9167
No log	0.5455	48	0.7742	0.4039	0.7742	0.8799
No log	0.5682	50	1.0550	0.3699	1.0550	1.0271
No log	0.5909	52	1.1804	0.3250	1.1804	1.0865
No log	0.6136	54	1.1510	0.3533	1.1510	1.0729
No log	0.6364	56	1.4373	0.2802	1.4373	1.1989
No log	0.6591	58	1.6616	0.2356	1.6616	1.2890
No log	0.6818	60	1.6065	0.2019	1.6065	1.2675
No log	0.7045	62	1.2814	0.3208	1.2814	1.1320
No log	0.7273	64	0.9709	0.3899	0.9709	0.9853
No log	0.75	66	0.8831	0.4278	0.8831	0.9397
No log	0.7727	68	0.9711	0.3951	0.9711	0.9854
No log	0.7955	70	0.9744	0.3888	0.9744	0.9871
No log	0.8182	72	0.8157	0.4432	0.8157	0.9032
No log	0.8409	74	0.7503	0.5386	0.7503	0.8662
No log	0.8636	76	0.7851	0.4961	0.7851	0.8860
No log	0.8864	78	0.8981	0.4392	0.8981	0.9477
No log	0.9091	80	1.2290	0.3674	1.2290	1.1086
No log	0.9318	82	1.6841	0.2428	1.6841	1.2977
No log	0.9545	84	1.7276	0.2273	1.7277	1.3144
No log	0.9773	86	1.2737	0.3350	1.2737	1.1286
No log	1.0	88	1.0068	0.4627	1.0068	1.0034
No log	1.0227	90	0.7606	0.4916	0.7606	0.8721
No log	1.0455	92	0.7423	0.4406	0.7423	0.8615
No log	1.0682	94	0.8643	0.4598	0.8643	0.9297
No log	1.0909	96	1.0947	0.4471	1.0947	1.0463
No log	1.1136	98	1.2800	0.3108	1.2800	1.1314
No log	1.1364	100	1.1061	0.4289	1.1061	1.0517
No log	1.1591	102	0.8644	0.4847	0.8644	0.9297
No log	1.1818	104	0.7201	0.5132	0.7201	0.8486
No log	1.2045	106	0.7046	0.4478	0.7046	0.8394
No log	1.2273	108	0.7797	0.4936	0.7797	0.8830
No log	1.25	110	0.8939	0.4450	0.8939	0.9454
No log	1.2727	112	0.8639	0.4747	0.8639	0.9294
No log	1.2955	114	0.7347	0.5026	0.7347	0.8571
No log	1.3182	116	0.7436	0.5159	0.7436	0.8623
No log	1.3409	118	0.8102	0.5112	0.8102	0.9001
No log	1.3636	120	0.7770	0.4947	0.7770	0.8815
No log	1.3864	122	0.7788	0.5036	0.7788	0.8825
No log	1.4091	124	0.8612	0.4717	0.8612	0.9280
No log	1.4318	126	0.8589	0.4559	0.8589	0.9268
No log	1.4545	128	0.7558	0.5085	0.7558	0.8694
No log	1.4773	130	0.6724	0.5426	0.6724	0.8200
No log	1.5	132	0.6684	0.5476	0.6684	0.8176
No log	1.5227	134	0.7822	0.4776	0.7822	0.8844
No log	1.5455	136	0.8545	0.4244	0.8545	0.9244
No log	1.5682	138	0.9093	0.4263	0.9093	0.9536
No log	1.5909	140	0.7896	0.5143	0.7896	0.8886
No log	1.6136	142	0.6907	0.5479	0.6907	0.8311
No log	1.6364	144	0.6550	0.4957	0.6550	0.8093
No log	1.6591	146	0.6534	0.4994	0.6534	0.8083
No log	1.6818	148	0.8358	0.4407	0.8358	0.9142
No log	1.7045	150	0.9619	0.3731	0.9619	0.9808
No log	1.7273	152	0.8027	0.4692	0.8027	0.8959
No log	1.75	154	0.7171	0.5630	0.7171	0.8468
No log	1.7727	156	0.6965	0.5100	0.6965	0.8345
No log	1.7955	158	0.7322	0.4563	0.7322	0.8557
No log	1.8182	160	0.7141	0.4809	0.7141	0.8451
No log	1.8409	162	0.7199	0.5375	0.7199	0.8485
No log	1.8636	164	0.7670	0.5111	0.7670	0.8758
No log	1.8864	166	0.7324	0.5309	0.7324	0.8558
No log	1.9091	168	0.8084	0.4509	0.8084	0.8991
No log	1.9318	170	0.8353	0.4554	0.8353	0.9140
No log	1.9545	172	0.7164	0.5337	0.7164	0.8464
No log	1.9773	174	0.6502	0.5415	0.6502	0.8063
No log	2.0	176	0.7201	0.5333	0.7201	0.8486
No log	2.0227	178	0.7040	0.5459	0.7040	0.8390
No log	2.0455	180	0.6106	0.5781	0.6106	0.7814
No log	2.0682	182	0.6295	0.5095	0.6295	0.7934
No log	2.0909	184	0.6356	0.4993	0.6356	0.7972
No log	2.1136	186	0.6375	0.5117	0.6375	0.7984
No log	2.1364	188	0.7144	0.5387	0.7144	0.8452
No log	2.1591	190	0.8432	0.4781	0.8432	0.9183
No log	2.1818	192	0.7869	0.4833	0.7869	0.8871
No log	2.2045	194	0.7072	0.5231	0.7072	0.8409
No log	2.2273	196	0.7003	0.4651	0.7003	0.8368
No log	2.25	198	0.7265	0.5043	0.7265	0.8524
No log	2.2727	200	0.8080	0.4901	0.8080	0.8989
No log	2.2955	202	0.9713	0.4150	0.9713	0.9855
No log	2.3182	204	0.9974	0.3669	0.9974	0.9987
No log	2.3409	206	0.8611	0.4680	0.8611	0.9279
No log	2.3636	208	0.7618	0.4478	0.7618	0.8728
No log	2.3864	210	0.7652	0.4591	0.7652	0.8747
No log	2.4091	212	0.8205	0.4948	0.8205	0.9058
No log	2.4318	214	0.8677	0.4346	0.8677	0.9315
No log	2.4545	216	0.9024	0.4244	0.9024	0.9500
No log	2.4773	218	0.8289	0.4408	0.8289	0.9105
No log	2.5	220	0.6985	0.5240	0.6985	0.8358
No log	2.5227	222	0.6493	0.4857	0.6493	0.8058
No log	2.5455	224	0.6590	0.5163	0.6590	0.8118
No log	2.5682	226	0.6806	0.5203	0.6806	0.8250
No log	2.5909	228	0.7280	0.4910	0.7280	0.8532
No log	2.6136	230	0.6740	0.5238	0.6740	0.8210
No log	2.6364	232	0.6108	0.5043	0.6108	0.7815
No log	2.6591	234	0.6173	0.5199	0.6173	0.7857
No log	2.6818	236	0.6259	0.5183	0.6259	0.7911
No log	2.7045	238	0.6704	0.5481	0.6704	0.8188
No log	2.7273	240	0.7126	0.5379	0.7126	0.8441
No log	2.75	242	0.7428	0.5259	0.7428	0.8619
No log	2.7727	244	0.7436	0.54	0.7436	0.8623
No log	2.7955	246	0.7616	0.5298	0.7616	0.8727
No log	2.8182	248	0.8066	0.5127	0.8066	0.8981
No log	2.8409	250	0.8117	0.5453	0.8117	0.9010
No log	2.8636	252	0.8676	0.4702	0.8676	0.9314
No log	2.8864	254	1.0489	0.4163	1.0489	1.0242
No log	2.9091	256	1.0479	0.4119	1.0479	1.0236
No log	2.9318	258	0.9471	0.4281	0.9471	0.9732
No log	2.9545	260	0.8062	0.5005	0.8062	0.8979
No log	2.9773	262	0.7218	0.5496	0.7218	0.8496
No log	3.0	264	0.7320	0.5253	0.7320	0.8556
No log	3.0227	266	0.7324	0.5236	0.7324	0.8558
No log	3.0455	268	0.7714	0.5307	0.7714	0.8783
No log	3.0682	270	0.9147	0.4428	0.9147	0.9564
No log	3.0909	272	1.0140	0.4085	1.0140	1.0070
No log	3.1136	274	0.9917	0.4065	0.9917	0.9959
No log	3.1364	276	0.8618	0.4453	0.8618	0.9284
No log	3.1591	278	0.8287	0.4417	0.8287	0.9103
No log	3.1818	280	0.8527	0.4365	0.8527	0.9234
No log	3.2045	282	0.8203	0.4574	0.8203	0.9057
No log	3.2273	284	0.8219	0.4692	0.8219	0.9066
No log	3.25	286	0.7691	0.5232	0.7691	0.8770
No log	3.2727	288	0.7447	0.4992	0.7447	0.8630
No log	3.2955	290	0.7629	0.5242	0.7629	0.8734
No log	3.3182	292	0.7519	0.5300	0.7519	0.8671
No log	3.3409	294	0.7042	0.5287	0.7042	0.8392
No log	3.3636	296	0.6481	0.5012	0.6481	0.8050
No log	3.3864	298	0.6222	0.4899	0.6222	0.7888
No log	3.4091	300	0.5945	0.5356	0.5945	0.7710
No log	3.4318	302	0.6047	0.4970	0.6047	0.7776
No log	3.4545	304	0.6570	0.4794	0.6570	0.8106
No log	3.4773	306	0.6408	0.4675	0.6408	0.8005
No log	3.5	308	0.6046	0.4865	0.6046	0.7775
No log	3.5227	310	0.5827	0.4936	0.5827	0.7634
No log	3.5455	312	0.5857	0.5014	0.5857	0.7653
No log	3.5682	314	0.6275	0.5112	0.6275	0.7922
No log	3.5909	316	0.6507	0.4766	0.6507	0.8067
No log	3.6136	318	0.6691	0.5095	0.6691	0.8180
No log	3.6364	320	0.6923	0.5279	0.6923	0.8321
No log	3.6591	322	0.7220	0.5179	0.7220	0.8497
No log	3.6818	324	0.7436	0.5081	0.7436	0.8623
No log	3.7045	326	0.7443	0.5328	0.7443	0.8627
No log	3.7273	328	0.7309	0.5455	0.7309	0.8549
No log	3.75	330	0.7006	0.5539	0.7006	0.8370
No log	3.7727	332	0.6638	0.5392	0.6638	0.8147
No log	3.7955	334	0.6440	0.5337	0.6440	0.8025
No log	3.8182	336	0.6613	0.5705	0.6613	0.8132
No log	3.8409	338	0.7477	0.5310	0.7477	0.8647
No log	3.8636	340	0.8419	0.4612	0.8419	0.9175
No log	3.8864	342	0.8264	0.4666	0.8264	0.9091
No log	3.9091	344	0.7428	0.5045	0.7428	0.8618
No log	3.9318	346	0.6938	0.5389	0.6938	0.8330
No log	3.9545	348	0.8125	0.4607	0.8125	0.9014
No log	3.9773	350	0.9366	0.4315	0.9366	0.9678
No log	4.0	352	0.9276	0.4262	0.9276	0.9631
No log	4.0227	354	0.8188	0.4621	0.8188	0.9049
No log	4.0455	356	0.7361	0.5174	0.7361	0.8580
No log	4.0682	358	0.7872	0.4974	0.7872	0.8872
No log	4.0909	360	0.9316	0.4060	0.9316	0.9652
No log	4.1136	362	0.9839	0.3974	0.9839	0.9919
No log	4.1364	364	0.9302	0.4402	0.9302	0.9645
No log	4.1591	366	0.8001	0.4414	0.8001	0.8945
No log	4.1818	368	0.7283	0.5217	0.7283	0.8534
No log	4.2045	370	0.7649	0.4730	0.7649	0.8746
No log	4.2273	372	0.7914	0.4808	0.7914	0.8896
No log	4.25	374	0.7833	0.4593	0.7833	0.8850
No log	4.2727	376	0.7550	0.5026	0.7550	0.8689
No log	4.2955	378	0.7489	0.5289	0.7489	0.8654
No log	4.3182	380	0.7703	0.5084	0.7703	0.8777
No log	4.3409	382	0.7648	0.4963	0.7648	0.8745
No log	4.3636	384	0.7133	0.5156	0.7133	0.8446
No log	4.3864	386	0.6721	0.5319	0.6721	0.8198
No log	4.4091	388	0.6642	0.4821	0.6642	0.8150
No log	4.4318	390	0.6513	0.4685	0.6513	0.8070
No log	4.4545	392	0.6278	0.5070	0.6278	0.7923
No log	4.4773	394	0.6330	0.4906	0.6330	0.7956
No log	4.5	396	0.6800	0.5086	0.6800	0.8246
No log	4.5227	398	0.7541	0.4732	0.7541	0.8684
No log	4.5455	400	0.8139	0.4646	0.8139	0.9022
No log	4.5682	402	0.7774	0.4763	0.7774	0.8817
No log	4.5909	404	0.6790	0.4939	0.6790	0.8240
No log	4.6136	406	0.6387	0.5147	0.6387	0.7992
No log	4.6364	408	0.6316	0.4813	0.6316	0.7948
No log	4.6591	410	0.6317	0.4477	0.6317	0.7948
No log	4.6818	412	0.6335	0.4563	0.6335	0.7959
No log	4.7045	414	0.6287	0.4693	0.6287	0.7929
No log	4.7273	416	0.6358	0.4563	0.6358	0.7974
No log	4.75	418	0.6737	0.4895	0.6737	0.8208
No log	4.7727	420	0.7140	0.4984	0.7140	0.8450
No log	4.7955	422	0.7012	0.4834	0.7012	0.8374
No log	4.8182	424	0.6586	0.5106	0.6586	0.8115
No log	4.8409	426	0.6476	0.5003	0.6476	0.8047
No log	4.8636	428	0.6563	0.4766	0.6563	0.8101
No log	4.8864	430	0.6692	0.4605	0.6692	0.8180
No log	4.9091	432	0.6569	0.4852	0.6569	0.8105
No log	4.9318	434	0.6574	0.4988	0.6574	0.8108
No log	4.9545	436	0.6833	0.5408	0.6833	0.8266
No log	4.9773	438	0.6871	0.5247	0.6871	0.8289
No log	5.0	440	0.6843	0.5348	0.6843	0.8272
No log	5.0227	442	0.7029	0.5170	0.7029	0.8384
No log	5.0455	444	0.7091	0.5248	0.7091	0.8421
No log	5.0682	446	0.7049	0.5591	0.7049	0.8396
No log	5.0909	448	0.7048	0.5741	0.7048	0.8395
No log	5.1136	450	0.6970	0.5605	0.6970	0.8349
No log	5.1364	452	0.6791	0.5888	0.6791	0.8241
No log	5.1591	454	0.6645	0.5779	0.6645	0.8152
No log	5.1818	456	0.6566	0.5994	0.6566	0.8103
No log	5.2045	458	0.6383	0.5811	0.6383	0.7990
No log	5.2273	460	0.6163	0.6048	0.6163	0.7851
No log	5.25	462	0.6218	0.5758	0.6218	0.7886
No log	5.2727	464	0.6457	0.5779	0.6457	0.8036
No log	5.2955	466	0.6845	0.5855	0.6845	0.8274
No log	5.3182	468	0.7483	0.5678	0.7483	0.8651
No log	5.3409	470	0.7967	0.5137	0.7967	0.8926
No log	5.3636	472	0.7875	0.5529	0.7875	0.8874
No log	5.3864	474	0.7723	0.5889	0.7723	0.8788
No log	5.4091	476	0.7517	0.5831	0.7517	0.8670
No log	5.4318	478	0.7182	0.5831	0.7182	0.8475
No log	5.4545	480	0.6898	0.6015	0.6898	0.8306
No log	5.4773	482	0.6745	0.5808	0.6745	0.8213
No log	5.5	484	0.6587	0.5977	0.6587	0.8116
No log	5.5227	486	0.6691	0.5838	0.6691	0.8180
No log	5.5455	488	0.7157	0.5574	0.7157	0.8460
No log	5.5682	490	0.7470	0.5305	0.7470	0.8643
No log	5.5909	492	0.7249	0.5416	0.7249	0.8514
No log	5.6136	494	0.6976	0.5530	0.6976	0.8352
No log	5.6364	496	0.6641	0.5670	0.6641	0.8149
No log	5.6591	498	0.6588	0.5736	0.6588	0.8117
0.3809	5.6818	500	0.6638	0.5609	0.6638	0.8147
0.3809	5.7045	502	0.6739	0.5552	0.6739	0.8209
0.3809	5.7273	504	0.7052	0.5698	0.7052	0.8398
0.3809	5.75	506	0.7586	0.5395	0.7586	0.8710
0.3809	5.7727	508	0.8230	0.5236	0.8230	0.9072
0.3809	5.7955	510	0.8239	0.5	0.8239	0.9077
0.3809	5.8182	512	0.7947	0.5223	0.7947	0.8914
0.3809	5.8409	514	0.7509	0.5613	0.7509	0.8666
0.3809	5.8636	516	0.7064	0.5541	0.7064	0.8405
0.3809	5.8864	518	0.6826	0.5552	0.6826	0.8262
0.3809	5.9091	520	0.6639	0.5552	0.6639	0.8148
0.3809	5.9318	522	0.6535	0.5450	0.6535	0.8084
0.3809	5.9545	524	0.6657	0.5405	0.6657	0.8159
0.3809	5.9773	526	0.7035	0.5438	0.7035	0.8388
0.3809	6.0	528	0.7325	0.5181	0.7325	0.8559
0.3809	6.0227	530	0.7328	0.5164	0.7328	0.8561
0.3809	6.0455	532	0.6922	0.5738	0.6922	0.8320
0.3809	6.0682	534	0.6598	0.5392	0.6598	0.8123
0.3809	6.0909	536	0.6659	0.5421	0.6659	0.8160
0.3809	6.1136	538	0.6830	0.5185	0.6830	0.8264
0.3809	6.1364	540	0.7063	0.5470	0.7063	0.8404
0.3809	6.1591	542	0.7312	0.5582	0.7312	0.8551
0.3809	6.1818	544	0.7762	0.5572	0.7762	0.8810
0.3809	6.2045	546	0.8431	0.4796	0.8431	0.9182
0.3809	6.2273	548	0.8969	0.4280	0.8969	0.9470
0.3809	6.25	550	0.8843	0.4334	0.8843	0.9404
0.3809	6.2727	552	0.7966	0.5008	0.7966	0.8925
0.3809	6.2955	554	0.7085	0.5574	0.7085	0.8417
0.3809	6.3182	556	0.6536	0.5718	0.6536	0.8084
0.3809	6.3409	558	0.6311	0.5430	0.6311	0.7944
0.3809	6.3636	560	0.6280	0.5629	0.6280	0.7925
0.3809	6.3864	562	0.6490	0.5787	0.6490	0.8056
0.3809	6.4091	564	0.6842	0.5559	0.6842	0.8272
0.3809	6.4318	566	0.7152	0.5440	0.7152	0.8457
0.3809	6.4545	568	0.7122	0.5684	0.7122	0.8439
0.3809	6.4773	570	0.6914	0.5792	0.6914	0.8315
0.3809	6.5	572	0.6883	0.5479	0.6883	0.8296
0.3809	6.5227	574	0.7039	0.5237	0.7039	0.8390
0.3809	6.5455	576	0.7093	0.5104	0.7093	0.8422
0.3809	6.5682	578	0.6954	0.5104	0.6954	0.8339
0.3809	6.5909	580	0.6753	0.5493	0.6753	0.8218
0.3809	6.6136	582	0.6866	0.5683	0.6866	0.8286
0.3809	6.6364	584	0.7335	0.5427	0.7335	0.8564
0.3809	6.6591	586	0.7867	0.4902	0.7867	0.8870
0.3809	6.6818	588	0.8251	0.4656	0.8251	0.9083
0.3809	6.7045	590	0.8074	0.4928	0.8074	0.8986
0.3809	6.7273	592	0.7472	0.5314	0.7472	0.8644
0.3809	6.75	594	0.6913	0.5631	0.6913	0.8315
0.3809	6.7727	596	0.6708	0.5554	0.6708	0.8190
0.3809	6.7955	598	0.6659	0.5376	0.6659	0.8160
0.3809	6.8182	600	0.6610	0.5236	0.6610	0.8130
0.3809	6.8409	602	0.6594	0.5161	0.6594	0.8120
0.3809	6.8636	604	0.6543	0.5253	0.6543	0.8089
0.3809	6.8864	606	0.6528	0.5373	0.6528	0.8080
0.3809	6.9091	608	0.6599	0.5555	0.6599	0.8123
0.3809	6.9318	610	0.6733	0.5185	0.6733	0.8206
0.3809	6.9545	612	0.6721	0.5185	0.6721	0.8198
0.3809	6.9773	614	0.6531	0.5493	0.6531	0.8081
0.3809	7.0	616	0.6286	0.5397	0.6286	0.7928
0.3809	7.0227	618	0.6139	0.5099	0.6139	0.7835
0.3809	7.0455	620	0.6076	0.5099	0.6076	0.7795
0.3809	7.0682	622	0.6065	0.5250	0.6065	0.7788
0.3809	7.0909	624	0.6033	0.5151	0.6033	0.7767
0.3809	7.1136	626	0.6054	0.5278	0.6054	0.7781
0.3809	7.1364	628	0.6071	0.5536	0.6071	0.7792
0.3809	7.1591	630	0.6141	0.5366	0.6141	0.7837
0.3809	7.1818	632	0.6378	0.5662	0.6378	0.7986
0.3809	7.2045	634	0.6645	0.5513	0.6645	0.8152
0.3809	7.2273	636	0.6789	0.5513	0.6789	0.8239
0.3809	7.25	638	0.6692	0.5615	0.6692	0.8180
0.3809	7.2727	640	0.6649	0.5698	0.6649	0.8154
0.3809	7.2955	642	0.6522	0.5627	0.6522	0.8076
0.3809	7.3182	644	0.6451	0.5688	0.6451	0.8032
0.3809	7.3409	646	0.6449	0.5688	0.6449	0.8030
0.3809	7.3636	648	0.6411	0.5688	0.6411	0.8007
0.3809	7.3864	650	0.6346	0.5697	0.6346	0.7966
0.3809	7.4091	652	0.6318	0.5537	0.6318	0.7949
0.3809	7.4318	654	0.6351	0.5537	0.6351	0.7969
0.3809	7.4545	656	0.6359	0.5537	0.6359	0.7974
0.3809	7.4773	658	0.6347	0.5509	0.6347	0.7967
0.3809	7.5	660	0.6445	0.5763	0.6445	0.8028
0.3809	7.5227	662	0.6678	0.5599	0.6678	0.8172
0.3809	7.5455	664	0.6903	0.5397	0.6903	0.8309
0.3809	7.5682	666	0.6938	0.5413	0.6938	0.8330
0.3809	7.5909	668	0.6943	0.5485	0.6943	0.8332
0.3809	7.6136	670	0.6750	0.5497	0.6750	0.8216
0.3809	7.6364	672	0.6596	0.5696	0.6596	0.8122
0.3809	7.6591	674	0.6560	0.5465	0.6560	0.8099
0.3809	7.6818	676	0.6591	0.5267	0.6591	0.8119
0.3809	7.7045	678	0.6606	0.5164	0.6606	0.8128
0.3809	7.7273	680	0.6516	0.5413	0.6516	0.8072
0.3809	7.75	682	0.6437	0.5319	0.6437	0.8023
0.3809	7.7727	684	0.6457	0.5582	0.6457	0.8035
0.3809	7.7955	686	0.6639	0.5644	0.6639	0.8148
0.3809	7.8182	688	0.6881	0.5513	0.6881	0.8295
0.3809	7.8409	690	0.6938	0.5455	0.6938	0.8329
0.3809	7.8636	692	0.6813	0.5512	0.6813	0.8254
0.3809	7.8864	694	0.6523	0.5633	0.6523	0.8076
0.3809	7.9091	696	0.6347	0.5540	0.6347	0.7967
0.3809	7.9318	698	0.6235	0.5353	0.6235	0.7896
0.3809	7.9545	700	0.6167	0.54	0.6167	0.7853
0.3809	7.9773	702	0.6152	0.5477	0.6152	0.7844
0.3809	8.0	704	0.6151	0.5477	0.6151	0.7843
0.3809	8.0227	706	0.6149	0.5477	0.6149	0.7842
0.3809	8.0455	708	0.6134	0.5477	0.6134	0.7832
0.3809	8.0682	710	0.6179	0.5449	0.6179	0.7861
0.3809	8.0909	712	0.6276	0.5525	0.6276	0.7922
0.3809	8.1136	714	0.6342	0.5525	0.6342	0.7964
0.3809	8.1364	716	0.6447	0.5540	0.6447	0.8029
0.3809	8.1591	718	0.6669	0.5372	0.6669	0.8166
0.3809	8.1818	720	0.6927	0.5411	0.6927	0.8323
0.3809	8.2045	722	0.7081	0.5286	0.7081	0.8415
0.3809	8.2273	724	0.7043	0.5286	0.7043	0.8392
0.3809	8.25	726	0.6832	0.5438	0.6832	0.8265
0.3809	8.2727	728	0.6574	0.5449	0.6574	0.8108
0.3809	8.2955	730	0.6424	0.5613	0.6424	0.8015
0.3809	8.3182	732	0.6383	0.5507	0.6383	0.7990
0.3809	8.3409	734	0.6382	0.5492	0.6382	0.7989
0.3809	8.3636	736	0.6379	0.5492	0.6379	0.7987
0.3809	8.3864	738	0.6365	0.5492	0.6365	0.7978
0.3809	8.4091	740	0.6352	0.5492	0.6352	0.7970
0.3809	8.4318	742	0.6316	0.5492	0.6316	0.7948
0.3809	8.4545	744	0.6311	0.5522	0.6311	0.7944
0.3809	8.4773	746	0.6348	0.5416	0.6348	0.7968
0.3809	8.5	748	0.6457	0.5601	0.6457	0.8035
0.3809	8.5227	750	0.6540	0.5556	0.6540	0.8087
0.3809	8.5455	752	0.6572	0.5556	0.6572	0.8107
0.3809	8.5682	754	0.6556	0.5317	0.6556	0.8097
0.3809	8.5909	756	0.6532	0.5493	0.6532	0.8082
0.3809	8.6136	758	0.6490	0.5697	0.6490	0.8056
0.3809	8.6364	760	0.6474	0.5625	0.6474	0.8046
0.3809	8.6591	762	0.6448	0.5625	0.6448	0.8030
0.3809	8.6818	764	0.6396	0.5714	0.6396	0.7997
0.3809	8.7045	766	0.6380	0.5493	0.6380	0.7987
0.3809	8.7273	768	0.6358	0.5353	0.6358	0.7974
0.3809	8.75	770	0.6345	0.5275	0.6345	0.7965
0.3809	8.7727	772	0.6319	0.5493	0.6319	0.7949
0.3809	8.7955	774	0.6312	0.5419	0.6312	0.7945
0.3809	8.8182	776	0.6295	0.5493	0.6295	0.7934
0.3809	8.8409	778	0.6263	0.5493	0.6263	0.7914
0.3809	8.8636	780	0.6245	0.5493	0.6245	0.7903
0.3809	8.8864	782	0.6219	0.5611	0.6219	0.7886
0.3809	8.9091	784	0.6214	0.5611	0.6214	0.7883
0.3809	8.9318	786	0.6207	0.5611	0.6207	0.7879
0.3809	8.9545	788	0.6196	0.5627	0.6196	0.7872
0.3809	8.9773	790	0.6202	0.5627	0.6202	0.7875
0.3809	9.0	792	0.6201	0.5643	0.6201	0.7874
0.3809	9.0227	794	0.6191	0.5522	0.6191	0.7868
0.3809	9.0455	796	0.6182	0.54	0.6182	0.7863
0.3809	9.0682	798	0.6198	0.54	0.6198	0.7873
0.3809	9.0909	800	0.6222	0.5275	0.6222	0.7888
0.3809	9.1136	802	0.6250	0.5275	0.6250	0.7906
0.3809	9.1364	804	0.6254	0.5275	0.6254	0.7908
0.3809	9.1591	806	0.6231	0.5275	0.6231	0.7893
0.3809	9.1818	808	0.6222	0.5275	0.6222	0.7888
0.3809	9.2045	810	0.6238	0.5275	0.6238	0.7898
0.3809	9.2273	812	0.6268	0.5353	0.6268	0.7917
0.3809	9.25	814	0.6293	0.5353	0.6293	0.7933
0.3809	9.2727	816	0.6297	0.5353	0.6297	0.7936
0.3809	9.2955	818	0.6307	0.5493	0.6307	0.7941
0.3809	9.3182	820	0.6308	0.5569	0.6308	0.7942
0.3809	9.3409	822	0.6317	0.5569	0.6317	0.7948
0.3809	9.3636	824	0.6336	0.5569	0.6336	0.7960
0.3809	9.3864	826	0.6346	0.5493	0.6346	0.7966
0.3809	9.4091	828	0.6343	0.5493	0.6343	0.7965
0.3809	9.4318	830	0.6355	0.5731	0.6355	0.7972
0.3809	9.4545	832	0.6373	0.5640	0.6373	0.7983
0.3809	9.4773	834	0.6398	0.5697	0.6398	0.7999
0.3809	9.5	836	0.6415	0.5625	0.6415	0.8009
0.3809	9.5227	838	0.6430	0.5625	0.6430	0.8019
0.3809	9.5455	840	0.6434	0.5625	0.6434	0.8021
0.3809	9.5682	842	0.6428	0.5625	0.6428	0.8017
0.3809	9.5909	844	0.6423	0.5625	0.6423	0.8015
0.3809	9.6136	846	0.6420	0.5625	0.6420	0.8012
0.3809	9.6364	848	0.6413	0.5493	0.6413	0.8008
0.3809	9.6591	850	0.6412	0.5493	0.6412	0.8007
0.3809	9.6818	852	0.6417	0.5493	0.6417	0.8011
0.3809	9.7045	854	0.6425	0.5625	0.6425	0.8016
0.3809	9.7273	856	0.6428	0.5697	0.6428	0.8017
0.3809	9.75	858	0.6428	0.5697	0.6428	0.8017
0.3809	9.7727	860	0.6428	0.5697	0.6428	0.8018
0.3809	9.7955	862	0.6425	0.5697	0.6425	0.8015
0.3809	9.8182	864	0.6417	0.5697	0.6417	0.8011
0.3809	9.8409	866	0.6412	0.5697	0.6412	0.8008
0.3809	9.8636	868	0.6405	0.5697	0.6405	0.8003
0.3809	9.8864	870	0.6401	0.5697	0.6401	0.8001
0.3809	9.9091	872	0.6395	0.5567	0.6395	0.7997
0.3809	9.9318	874	0.6390	0.5567	0.6390	0.7994
0.3809	9.9545	876	0.6389	0.5567	0.6389	0.7993
0.3809	9.9773	878	0.6389	0.5567	0.6389	0.7993
0.3809	10.0	880	0.6389	0.5567	0.6389	0.7993

Framework versions

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