ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k20_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: 0.7747
• Qwk: 0.6812
• Mse: 0.7747
• Rmse: 0.8802

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0222	2	7.0013	0.0242	7.0013	2.6460
No log	0.0444	4	5.0500	0.0576	5.0500	2.2472
No log	0.0667	6	3.9026	0.0580	3.9026	1.9755
No log	0.0889	8	3.1181	0.0121	3.1181	1.7658
No log	0.1111	10	2.7249	0.1325	2.7249	1.6507
No log	0.1333	12	2.5451	0.1793	2.5451	1.5953
No log	0.1556	14	2.2750	0.1818	2.2750	1.5083
No log	0.1778	16	2.1894	0.1528	2.1894	1.4797
No log	0.2	18	2.1072	0.0794	2.1072	1.4516
No log	0.2222	20	2.4160	0.0000	2.4160	1.5543
No log	0.2444	22	2.4168	0.0	2.4168	1.5546
No log	0.2667	24	2.5722	-0.0620	2.5722	1.6038
No log	0.2889	26	2.4570	0.0593	2.4570	1.5675
No log	0.3111	28	1.8505	0.1301	1.8505	1.3603
No log	0.3333	30	1.7334	0.3193	1.7334	1.3166
No log	0.3556	32	1.6760	0.3193	1.6760	1.2946
No log	0.3778	34	1.5266	0.3130	1.5266	1.2355
No log	0.4	36	1.4295	0.2364	1.4295	1.1956
No log	0.4222	38	1.4063	0.2364	1.4063	1.1859
No log	0.4444	40	1.3301	0.3333	1.3301	1.1533
No log	0.4667	42	1.3693	0.4103	1.3693	1.1702
No log	0.4889	44	1.7724	0.3030	1.7724	1.3313
No log	0.5111	46	1.9098	0.2519	1.9098	1.3820
No log	0.5333	48	1.4759	0.384	1.4759	1.2149
No log	0.5556	50	1.1696	0.4483	1.1696	1.0815
No log	0.5778	52	1.5509	0.2703	1.5509	1.2454
No log	0.6	54	1.8891	0.2435	1.8891	1.3744
No log	0.6222	56	1.9740	0.1709	1.9740	1.4050
No log	0.6444	58	1.5854	0.2143	1.5854	1.2591
No log	0.6667	60	1.2149	0.5167	1.2149	1.1022
No log	0.6889	62	1.3390	0.4252	1.3390	1.1571
No log	0.7111	64	1.5781	0.3459	1.5781	1.2562
No log	0.7333	66	1.5672	0.3459	1.5672	1.2519
No log	0.7556	68	1.2951	0.4252	1.2951	1.1380
No log	0.7778	70	1.0850	0.5161	1.0850	1.0417
No log	0.8	72	1.2360	0.5528	1.2360	1.1118
No log	0.8222	74	1.4216	0.4154	1.4216	1.1923
No log	0.8444	76	1.4215	0.4031	1.4215	1.1923
No log	0.8667	78	1.2927	0.4576	1.2927	1.1370
No log	0.8889	80	1.1658	0.4522	1.1658	1.0797
No log	0.9111	82	1.1678	0.4138	1.1678	1.0807
No log	0.9333	84	1.1491	0.4444	1.1491	1.0720
No log	0.9556	86	1.1132	0.4655	1.1132	1.0551
No log	0.9778	88	1.0337	0.5289	1.0337	1.0167
No log	1.0	90	0.9552	0.5714	0.9552	0.9774
No log	1.0222	92	0.9465	0.5714	0.9465	0.9729
No log	1.0444	94	0.9291	0.5714	0.9291	0.9639
No log	1.0667	96	0.9185	0.5984	0.9185	0.9584
No log	1.0889	98	1.1206	0.5	1.1206	1.0586
No log	1.1111	100	1.2323	0.4160	1.2323	1.1101
No log	1.1333	102	1.0833	0.5041	1.0833	1.0408
No log	1.1556	104	1.0025	0.6260	1.0025	1.0012
No log	1.1778	106	1.0920	0.6277	1.0920	1.0450
No log	1.2	108	1.0896	0.5612	1.0896	1.0439
No log	1.2222	110	1.0531	0.5775	1.0531	1.0262
No log	1.2444	112	1.0538	0.5833	1.0538	1.0266
No log	1.2667	114	1.1546	0.5493	1.1546	1.0745
No log	1.2889	116	1.2073	0.5324	1.2073	1.0987
No log	1.3111	118	1.2736	0.5373	1.2736	1.1286
No log	1.3333	120	1.3305	0.5344	1.3305	1.1535
No log	1.3556	122	1.3542	0.4961	1.3542	1.1637
No log	1.3778	124	1.3704	0.4361	1.3704	1.1706
No log	1.4	126	1.2581	0.5039	1.2581	1.1216
No log	1.4222	128	1.1363	0.5426	1.1363	1.0660
No log	1.4444	130	1.0288	0.5781	1.0288	1.0143
No log	1.4667	132	0.9659	0.6462	0.9659	0.9828
No log	1.4889	134	0.9506	0.5909	0.9506	0.9750
No log	1.5111	136	0.9383	0.5802	0.9383	0.9687
No log	1.5333	138	0.9369	0.6719	0.9369	0.9680
No log	1.5556	140	0.9922	0.6240	0.9922	0.9961
No log	1.5778	142	1.0250	0.6016	1.0250	1.0124
No log	1.6	144	1.0451	0.5854	1.0451	1.0223
No log	1.6222	146	1.0426	0.6260	1.0426	1.0211
No log	1.6444	148	1.0034	0.5909	1.0034	1.0017
No log	1.6667	150	1.0190	0.5538	1.0190	1.0095
No log	1.6889	152	0.9225	0.6617	0.9225	0.9604
No log	1.7111	154	1.0909	0.5882	1.0909	1.0445
No log	1.7333	156	1.2562	0.4748	1.2562	1.1208
No log	1.7556	158	1.1511	0.5538	1.1511	1.0729
No log	1.7778	160	0.9825	0.6462	0.9825	0.9912
No log	1.8	162	0.9662	0.5161	0.9662	0.9829
No log	1.8222	164	0.9808	0.4677	0.9808	0.9904
No log	1.8444	166	0.8948	0.6202	0.8948	0.9459
No log	1.8667	168	0.8950	0.6299	0.8950	0.9461
No log	1.8889	170	0.9822	0.625	0.9822	0.9911
No log	1.9111	172	1.0244	0.6047	1.0244	1.0121
No log	1.9333	174	0.9467	0.6617	0.9467	0.9730
No log	1.9556	176	0.8951	0.6716	0.8951	0.9461
No log	1.9778	178	0.9344	0.625	0.9344	0.9667
No log	2.0	180	0.9642	0.5574	0.9642	0.9819
No log	2.0222	182	1.0124	0.5378	1.0124	1.0062
No log	2.0444	184	0.9956	0.5333	0.9956	0.9978
No log	2.0667	186	0.9644	0.5366	0.9644	0.9820
No log	2.0889	188	0.9467	0.5354	0.9467	0.9730
No log	2.1111	190	0.9076	0.6466	0.9076	0.9527
No log	2.1333	192	0.9026	0.6466	0.9026	0.9501
No log	2.1556	194	1.0963	0.5942	1.0963	1.0471
No log	2.1778	196	1.4287	0.4276	1.4287	1.1953
No log	2.2	198	1.4915	0.4028	1.4915	1.2213
No log	2.2222	200	1.3220	0.4203	1.3220	1.1498
No log	2.2444	202	1.0652	0.6107	1.0652	1.0321
No log	2.2667	204	0.9159	0.6260	0.9159	0.9570
No log	2.2889	206	0.9162	0.5909	0.9162	0.9572
No log	2.3111	208	0.9149	0.6222	0.9149	0.9565
No log	2.3333	210	0.9322	0.6567	0.9322	0.9655
No log	2.3556	212	0.9996	0.6515	0.9996	0.9998
No log	2.3778	214	1.1370	0.5588	1.1370	1.0663
No log	2.4	216	1.3557	0.4056	1.3557	1.1643
No log	2.4222	218	1.3924	0.4056	1.3924	1.1800
No log	2.4444	220	1.2581	0.5324	1.2581	1.1217
No log	2.4667	222	1.0360	0.6364	1.0360	1.0179
No log	2.4889	224	0.9033	0.6202	0.9033	0.9504
No log	2.5111	226	0.9693	0.4688	0.9693	0.9845
No log	2.5333	228	1.0202	0.4390	1.0202	1.0100
No log	2.5556	230	0.9828	0.4715	0.9828	0.9914
No log	2.5778	232	0.9289	0.5738	0.9289	0.9638
No log	2.6	234	0.9551	0.6462	0.9551	0.9773
No log	2.6222	236	1.0071	0.6562	1.0071	1.0036
No log	2.6444	238	0.9942	0.5854	0.9942	0.9971
No log	2.6667	240	0.9552	0.5574	0.9552	0.9773
No log	2.6889	242	0.8853	0.6154	0.8853	0.9409
No log	2.7111	244	0.8273	0.6519	0.8273	0.9095
No log	2.7333	246	0.8161	0.6806	0.8161	0.9034
No log	2.7556	248	0.8557	0.6713	0.8557	0.9251
No log	2.7778	250	0.9149	0.6986	0.9149	0.9565
No log	2.8	252	0.9948	0.6713	0.9948	0.9974
No log	2.8222	254	1.0985	0.6331	1.0985	1.0481
No log	2.8444	256	1.1375	0.6074	1.1375	1.0666
No log	2.8667	258	1.1296	0.5469	1.1296	1.0628
No log	2.8889	260	1.1772	0.5079	1.1772	1.0850
No log	2.9111	262	1.2131	0.5197	1.2131	1.1014
No log	2.9333	264	1.2273	0.528	1.2273	1.1078
No log	2.9556	266	1.1646	0.5736	1.1646	1.0792
No log	2.9778	268	1.0726	0.5954	1.0726	1.0357
No log	3.0	270	1.0202	0.5692	1.0202	1.0100
No log	3.0222	272	0.9566	0.6165	0.9566	0.9781
No log	3.0444	274	0.9146	0.6269	0.9146	0.9564
No log	3.0667	276	0.8983	0.6324	0.8983	0.9478
No log	3.0889	278	0.9099	0.6324	0.9099	0.9539
No log	3.1111	280	0.9341	0.6619	0.9341	0.9665
No log	3.1333	282	0.9773	0.5797	0.9773	0.9886
No log	3.1556	284	0.9516	0.5821	0.9516	0.9755
No log	3.1778	286	0.9203	0.6423	0.9203	0.9593
No log	3.2	288	0.9182	0.7133	0.9182	0.9582
No log	3.2222	290	0.8681	0.7143	0.8681	0.9317
No log	3.2444	292	0.8299	0.6522	0.8299	0.9110
No log	3.2667	294	0.8641	0.5649	0.8641	0.9296
No log	3.2889	296	0.9299	0.6222	0.9299	0.9643
No log	3.3111	298	0.9286	0.6222	0.9286	0.9636
No log	3.3333	300	0.8017	0.6107	0.8017	0.8954
No log	3.3556	302	0.7152	0.7273	0.7152	0.8457
No log	3.3778	304	0.7670	0.6806	0.7670	0.8758
No log	3.4	306	0.7431	0.6939	0.7431	0.8620
No log	3.4222	308	0.6571	0.7222	0.6571	0.8106
No log	3.4444	310	0.6404	0.7671	0.6404	0.8002
No log	3.4667	312	0.6568	0.7619	0.6568	0.8104
No log	3.4889	314	0.6642	0.7568	0.6642	0.8150
No log	3.5111	316	0.7205	0.7273	0.7205	0.8488
No log	3.5333	318	0.7418	0.7075	0.7418	0.8613
No log	3.5556	320	0.7099	0.7397	0.7099	0.8426
No log	3.5778	322	0.7126	0.7310	0.7126	0.8442
No log	3.6	324	0.7086	0.7552	0.7086	0.8418
No log	3.6222	326	0.7187	0.7397	0.7187	0.8478
No log	3.6444	328	0.7493	0.7397	0.7493	0.8656
No log	3.6667	330	0.8007	0.7361	0.8007	0.8948
No log	3.6889	332	0.8103	0.7234	0.8103	0.9002
No log	3.7111	334	0.7965	0.7324	0.7965	0.8925
No log	3.7333	336	0.8114	0.6232	0.8114	0.9008
No log	3.7556	338	0.7813	0.6714	0.7813	0.8839
No log	3.7778	340	0.7672	0.7234	0.7672	0.8759
No log	3.8	342	0.7757	0.7361	0.7757	0.8807
No log	3.8222	344	0.7797	0.7183	0.7797	0.8830
No log	3.8444	346	0.8531	0.7042	0.8531	0.9236
No log	3.8667	348	0.8578	0.7042	0.8578	0.9262
No log	3.8889	350	0.8465	0.6861	0.8465	0.9201
No log	3.9111	352	0.8105	0.7	0.8105	0.9003
No log	3.9333	354	0.7981	0.6857	0.7981	0.8933
No log	3.9556	356	0.7904	0.6857	0.7904	0.8891
No log	3.9778	358	0.8542	0.6667	0.8542	0.9242
No log	4.0	360	0.9484	0.6232	0.9484	0.9738
No log	4.0222	362	0.9388	0.6471	0.9388	0.9689
No log	4.0444	364	0.9233	0.6471	0.9233	0.9609
No log	4.0667	366	0.8700	0.6471	0.8700	0.9327
No log	4.0889	368	0.7971	0.7222	0.7971	0.8928
No log	4.1111	370	0.7658	0.7222	0.7658	0.8751
No log	4.1333	372	0.7830	0.7222	0.7830	0.8849
No log	4.1556	374	0.7622	0.7222	0.7622	0.8730
No log	4.1778	376	0.7398	0.7222	0.7398	0.8601
No log	4.2	378	0.7211	0.7448	0.7211	0.8492
No log	4.2222	380	0.7095	0.7448	0.7095	0.8423
No log	4.2444	382	0.7055	0.76	0.7055	0.8400
No log	4.2667	384	0.7103	0.7320	0.7103	0.8428
No log	4.2889	386	0.6978	0.7651	0.6978	0.8354
No log	4.3111	388	0.6970	0.7619	0.6970	0.8349
No log	4.3333	390	0.7712	0.7172	0.7712	0.8782
No log	4.3556	392	0.8001	0.7172	0.8001	0.8945
No log	4.3778	394	0.7747	0.7448	0.7747	0.8802
No log	4.4	396	0.7474	0.7639	0.7474	0.8645
No log	4.4222	398	0.7693	0.6714	0.7693	0.8771
No log	4.4444	400	0.7533	0.6809	0.7533	0.8679
No log	4.4667	402	0.6973	0.75	0.6973	0.8350
No log	4.4889	404	0.6895	0.7483	0.6895	0.8304
No log	4.5111	406	0.6966	0.7534	0.6966	0.8346
No log	4.5333	408	0.6768	0.7724	0.6768	0.8227
No log	4.5556	410	0.7051	0.7133	0.7051	0.8397
No log	4.5778	412	0.7035	0.7133	0.7035	0.8388
No log	4.6	414	0.6969	0.6993	0.6969	0.8348
No log	4.6222	416	0.7057	0.7448	0.7057	0.8401
No log	4.6444	418	0.7364	0.7222	0.7364	0.8581
No log	4.6667	420	0.7136	0.7361	0.7136	0.8447
No log	4.6889	422	0.7118	0.7034	0.7118	0.8437
No log	4.7111	424	0.7158	0.7248	0.7158	0.8460
No log	4.7333	426	0.7065	0.72	0.7065	0.8405
No log	4.7556	428	0.6833	0.7123	0.6833	0.8266
No log	4.7778	430	0.6866	0.7172	0.6866	0.8286
No log	4.8	432	0.7020	0.7172	0.7020	0.8378
No log	4.8222	434	0.7185	0.7260	0.7185	0.8476
No log	4.8444	436	0.7212	0.7260	0.7212	0.8492
No log	4.8667	438	0.7392	0.7162	0.7392	0.8598
No log	4.8889	440	0.7688	0.7297	0.7688	0.8768
No log	4.9111	442	0.7988	0.7211	0.7988	0.8937
No log	4.9333	444	0.7842	0.7211	0.7842	0.8855
No log	4.9556	446	0.7567	0.7083	0.7567	0.8699
No log	4.9778	448	0.8493	0.6571	0.8493	0.9216
No log	5.0	450	0.9398	0.5926	0.9398	0.9694
No log	5.0222	452	0.9138	0.5882	0.9138	0.9559
No log	5.0444	454	0.7930	0.6569	0.7930	0.8905
No log	5.0667	456	0.7494	0.6812	0.7494	0.8657
No log	5.0889	458	0.7209	0.7133	0.7209	0.8490
No log	5.1111	460	0.6754	0.6853	0.6754	0.8218
No log	5.1333	462	0.6616	0.7310	0.6616	0.8134
No log	5.1556	464	0.7050	0.7347	0.7050	0.8396
No log	5.1778	466	0.7590	0.7034	0.7590	0.8712
No log	5.2	468	0.7283	0.7211	0.7283	0.8534
No log	5.2222	470	0.7014	0.7211	0.7014	0.8375
No log	5.2444	472	0.6926	0.7034	0.6926	0.8322
No log	5.2667	474	0.7152	0.6950	0.7152	0.8457
No log	5.2889	476	0.7469	0.6857	0.7469	0.8642
No log	5.3111	478	0.8095	0.6950	0.8095	0.8997
No log	5.3333	480	0.7867	0.6857	0.7867	0.8870
No log	5.3556	482	0.7805	0.6857	0.7805	0.8835
No log	5.3778	484	0.7601	0.7034	0.7601	0.8718
No log	5.4	486	0.7257	0.7297	0.7257	0.8519
No log	5.4222	488	0.6889	0.6933	0.6889	0.8300
No log	5.4444	490	0.6987	0.6980	0.6987	0.8359
No log	5.4667	492	0.7094	0.6757	0.7094	0.8423
No log	5.4889	494	0.7089	0.6986	0.7089	0.8420
No log	5.5111	496	0.7445	0.7347	0.7445	0.8629
No log	5.5333	498	0.8250	0.6853	0.8250	0.9083
0.4342	5.5556	500	0.9829	0.6522	0.9829	0.9914
0.4342	5.5778	502	1.0351	0.6423	1.0351	1.0174
0.4342	5.6	504	0.9744	0.6522	0.9744	0.9871
0.4342	5.6222	506	0.8555	0.6993	0.8555	0.9249
0.4342	5.6444	508	0.7813	0.7260	0.7813	0.8839
0.4342	5.6667	510	0.7524	0.7297	0.7524	0.8674
0.4342	5.6889	512	0.7700	0.7260	0.7700	0.8775
0.4342	5.7111	514	0.8336	0.6846	0.8336	0.9130
0.4342	5.7333	516	0.9709	0.6887	0.9709	0.9854
0.4342	5.7556	518	1.0522	0.6887	1.0522	1.0258
0.4342	5.7778	520	0.9883	0.6757	0.9883	0.9941
0.4342	5.8	522	0.8623	0.6757	0.8623	0.9286
0.4342	5.8222	524	0.8138	0.7361	0.8138	0.9021
0.4342	5.8444	526	0.8296	0.6324	0.8296	0.9108
0.4342	5.8667	528	0.8292	0.6522	0.8292	0.9106
0.4342	5.8889	530	0.7777	0.6763	0.7777	0.8819
0.4342	5.9111	532	0.7100	0.7397	0.7100	0.8426
0.4342	5.9333	534	0.6639	0.7347	0.6639	0.8148
0.4342	5.9556	536	0.6743	0.7248	0.6743	0.8211
0.4342	5.9778	538	0.6699	0.7248	0.6699	0.8185
0.4342	6.0	540	0.6483	0.7484	0.6483	0.8052
0.4342	6.0222	542	0.6389	0.7662	0.6389	0.7993
0.4342	6.0444	544	0.7644	0.7692	0.7644	0.8743
0.4342	6.0667	546	0.8452	0.7484	0.8452	0.9193
0.4342	6.0889	548	0.7768	0.7613	0.7768	0.8814
0.4342	6.1111	550	0.7034	0.7742	0.7034	0.8387
0.4342	6.1333	552	0.6807	0.7368	0.6807	0.8251
0.4342	6.1556	554	0.6899	0.7582	0.6899	0.8306
0.4342	6.1778	556	0.6973	0.7451	0.6973	0.8350
0.4342	6.2	558	0.7359	0.75	0.7359	0.8578
0.4342	6.2222	560	0.7587	0.7368	0.7587	0.8710
0.4342	6.2444	562	0.7866	0.7285	0.7866	0.8869
0.4342	6.2667	564	0.8019	0.7285	0.8019	0.8955
0.4342	6.2889	566	0.8109	0.7067	0.8109	0.9005
0.4342	6.3111	568	0.8212	0.7067	0.8212	0.9062
0.4342	6.3333	570	0.8467	0.6892	0.8467	0.9202
0.4342	6.3556	572	0.8386	0.7027	0.8386	0.9158
0.4342	6.3778	574	0.8319	0.6986	0.8319	0.9121
0.4342	6.4	576	0.8466	0.7034	0.8466	0.9201
0.4342	6.4222	578	0.8356	0.7034	0.8356	0.9141
0.4342	6.4444	580	0.8137	0.7211	0.8137	0.9021
0.4342	6.4667	582	0.8044	0.6901	0.8044	0.8969
0.4342	6.4889	584	0.7765	0.7172	0.7765	0.8812
0.4342	6.5111	586	0.7873	0.7075	0.7873	0.8873
0.4342	6.5333	588	0.8767	0.6897	0.8767	0.9363
0.4342	6.5556	590	0.9927	0.6331	0.9927	0.9964
0.4342	6.5778	592	1.0610	0.6331	1.0610	1.0301
0.4342	6.6	594	1.0046	0.6621	1.0046	1.0023
0.4342	6.6222	596	0.9334	0.6757	0.9334	0.9661
0.4342	6.6444	598	0.9344	0.6757	0.9344	0.9667
0.4342	6.6667	600	0.9430	0.6757	0.9430	0.9711
0.4342	6.6889	602	0.9342	0.7034	0.9342	0.9666
0.4342	6.7111	604	0.9640	0.6667	0.9640	0.9819
0.4342	6.7333	606	0.9747	0.6615	0.9747	0.9873
0.4342	6.7556	608	0.9637	0.6767	0.9637	0.9817
0.4342	6.7778	610	0.9671	0.6618	0.9671	0.9834
0.4342	6.8	612	0.9394	0.6714	0.9394	0.9692
0.4342	6.8222	614	0.8837	0.6986	0.8837	0.9400
0.4342	6.8444	616	0.8386	0.6974	0.8386	0.9158
0.4342	6.8667	618	0.8159	0.6980	0.8159	0.9033
0.4342	6.8889	620	0.8188	0.6980	0.8188	0.9048
0.4342	6.9111	622	0.8535	0.6980	0.8535	0.9238
0.4342	6.9333	624	0.9507	0.6853	0.9507	0.9750
0.4342	6.9556	626	0.9887	0.6714	0.9887	0.9943
0.4342	6.9778	628	0.9935	0.6812	0.9935	0.9967
0.4342	7.0	630	0.9831	0.7007	0.9831	0.9915
0.4342	7.0222	632	0.9700	0.6269	0.9700	0.9849
0.4342	7.0444	634	0.9130	0.6812	0.9130	0.9555
0.4342	7.0667	636	0.8361	0.6986	0.8361	0.9144
0.4342	7.0889	638	0.8063	0.7211	0.8063	0.8979
0.4342	7.1111	640	0.8388	0.7067	0.8388	0.9158
0.4342	7.1333	642	0.8460	0.7143	0.8460	0.9198
0.4342	7.1556	644	0.8268	0.6980	0.8268	0.9093
0.4342	7.1778	646	0.7913	0.7034	0.7913	0.8895
0.4342	7.2	648	0.7990	0.7143	0.7990	0.8939
0.4342	7.2222	650	0.8213	0.7143	0.8213	0.9063
0.4342	7.2444	652	0.8691	0.6763	0.8691	0.9322
0.4342	7.2667	654	0.9255	0.6667	0.9255	0.9620
0.4342	7.2889	656	0.9042	0.6897	0.9042	0.9509
0.4342	7.3111	658	0.8485	0.6986	0.8485	0.9211
0.4342	7.3333	660	0.8517	0.7075	0.8517	0.9229
0.4342	7.3556	662	0.8356	0.7034	0.8356	0.9141
0.4342	7.3778	664	0.8034	0.7361	0.8034	0.8963
0.4342	7.4	666	0.8024	0.6809	0.8024	0.8958
0.4342	7.4222	668	0.7778	0.7211	0.7778	0.8820
0.4342	7.4444	670	0.7489	0.7347	0.7489	0.8654
0.4342	7.4667	672	0.7641	0.7347	0.7641	0.8742
0.4342	7.4889	674	0.7870	0.7123	0.7870	0.8871
0.4342	7.5111	676	0.8083	0.6986	0.8083	0.8990
0.4342	7.5333	678	0.8503	0.6757	0.8503	0.9221
0.4342	7.5556	680	0.8981	0.6980	0.8981	0.9477
0.4342	7.5778	682	0.8864	0.6980	0.8864	0.9415
0.4342	7.6	684	0.8181	0.6892	0.8181	0.9045
0.4342	7.6222	686	0.7563	0.7273	0.7563	0.8697
0.4342	7.6444	688	0.7227	0.7532	0.7227	0.8501
0.4342	7.6667	690	0.6943	0.7692	0.6943	0.8333
0.4342	7.6889	692	0.6912	0.7248	0.6912	0.8314
0.4342	7.7111	694	0.7307	0.7075	0.7307	0.8548
0.4342	7.7333	696	0.8078	0.7027	0.8078	0.8988
0.4342	7.7556	698	0.8458	0.7027	0.8458	0.9197
0.4342	7.7778	700	0.8050	0.7075	0.8050	0.8972
0.4342	7.8	702	0.7172	0.7114	0.7172	0.8469
0.4342	7.8222	704	0.6628	0.7211	0.6628	0.8141
0.4342	7.8444	706	0.6604	0.7483	0.6604	0.8126
0.4342	7.8667	708	0.6559	0.7483	0.6559	0.8099
0.4342	7.8889	710	0.6507	0.7297	0.6507	0.8066
0.4342	7.9111	712	0.6477	0.7297	0.6477	0.8048
0.4342	7.9333	714	0.6415	0.7564	0.6415	0.8010
0.4342	7.9556	716	0.6529	0.7643	0.6529	0.8080
0.4342	7.9778	718	0.6425	0.7643	0.6425	0.8016
0.4342	8.0	720	0.6487	0.7643	0.6487	0.8054
0.4342	8.0222	722	0.6410	0.7436	0.6410	0.8006
0.4342	8.0444	724	0.6598	0.7320	0.6598	0.8123
0.4342	8.0667	726	0.6734	0.7162	0.6734	0.8206
0.4342	8.0889	728	0.6989	0.6939	0.6989	0.8360
0.4342	8.1111	730	0.7111	0.6892	0.7111	0.8432
0.4342	8.1333	732	0.7089	0.6755	0.7089	0.8420
0.4342	8.1556	734	0.6763	0.7013	0.6763	0.8224
0.4342	8.1778	736	0.6621	0.8025	0.6621	0.8137
0.4342	8.2	738	0.7374	0.7294	0.7374	0.8587
0.4342	8.2222	740	0.8793	0.7571	0.8793	0.9377
0.4342	8.2444	742	0.8995	0.7263	0.8995	0.9484
0.4342	8.2667	744	0.8780	0.7528	0.8780	0.9370
0.4342	8.2889	746	0.7581	0.7571	0.7581	0.8707
0.4342	8.3111	748	0.6536	0.7811	0.6536	0.8085
0.4342	8.3333	750	0.6677	0.7692	0.6677	0.8171
0.4342	8.3556	752	0.7462	0.7051	0.7462	0.8638
0.4342	8.3778	754	0.7687	0.7285	0.7687	0.8768
0.4342	8.4	756	0.7295	0.7248	0.7295	0.8541
0.4342	8.4222	758	0.6939	0.7027	0.6939	0.8330
0.4342	8.4444	760	0.6730	0.7333	0.6730	0.8204
0.4342	8.4667	762	0.6675	0.7310	0.6675	0.8170
0.4342	8.4889	764	0.6948	0.7050	0.6948	0.8335
0.4342	8.5111	766	0.7413	0.6806	0.7413	0.8610
0.4342	8.5333	768	0.7554	0.7179	0.7554	0.8691
0.4342	8.5556	770	0.7134	0.7284	0.7134	0.8446
0.4342	8.5778	772	0.6386	0.7105	0.6386	0.7991
0.4342	8.6	774	0.6071	0.7712	0.6071	0.7792
0.4342	8.6222	776	0.6162	0.8	0.6162	0.7850
0.4342	8.6444	778	0.6355	0.7949	0.6355	0.7972
0.4342	8.6667	780	0.6415	0.7619	0.6415	0.8009
0.4342	8.6889	782	0.6939	0.6618	0.6939	0.8330
0.4342	8.7111	784	0.7555	0.6912	0.7555	0.8692
0.4342	8.7333	786	0.8233	0.6906	0.8233	0.9073
0.4342	8.7556	788	0.8418	0.6714	0.8418	0.9175
0.4342	8.7778	790	0.8492	0.6713	0.8492	0.9215
0.4342	8.8	792	0.8299	0.6619	0.8299	0.9110
0.4342	8.8222	794	0.8073	0.6765	0.8073	0.8985
0.4342	8.8444	796	0.8115	0.6815	0.8115	0.9008
0.4342	8.8667	798	0.8155	0.6716	0.8155	0.9030
0.4342	8.8889	800	0.8241	0.6815	0.8241	0.9078
0.4342	8.9111	802	0.8424	0.6714	0.8424	0.9178
0.4342	8.9333	804	0.7874	0.7027	0.7874	0.8873
0.4342	8.9556	806	0.7209	0.7105	0.7209	0.8491
0.4342	8.9778	808	0.6779	0.7568	0.6779	0.8233
0.4342	9.0	810	0.6772	0.7568	0.6772	0.8229
0.4342	9.0222	812	0.6968	0.7568	0.6968	0.8347
0.4342	9.0444	814	0.7153	0.7347	0.7153	0.8458
0.4342	9.0667	816	0.7217	0.7347	0.7217	0.8496
0.4342	9.0889	818	0.7310	0.7347	0.7310	0.8550
0.4342	9.1111	820	0.7790	0.6944	0.7790	0.8826
0.4342	9.1333	822	0.8032	0.6944	0.8032	0.8962
0.4342	9.1556	824	0.8641	0.6752	0.8641	0.9296
0.4342	9.1778	826	0.8843	0.6752	0.8843	0.9404
0.4342	9.2	828	0.8121	0.7179	0.8121	0.9012
0.4342	9.2222	830	0.7197	0.7417	0.7197	0.8483
0.4342	9.2444	832	0.6712	0.7517	0.6712	0.8192
0.4342	9.2667	834	0.6511	0.7532	0.6511	0.8069
0.4342	9.2889	836	0.6261	0.7297	0.6261	0.7913
0.4342	9.3111	838	0.6298	0.7347	0.6298	0.7936
0.4342	9.3333	840	0.6559	0.7619	0.6559	0.8099
0.4342	9.3556	842	0.6893	0.7310	0.6893	0.8303
0.4342	9.3778	844	0.7291	0.7586	0.7291	0.8539
0.4342	9.4	846	0.7675	0.7586	0.7675	0.8761
0.4342	9.4222	848	0.8129	0.7123	0.8129	0.9016
0.4342	9.4444	850	0.8048	0.7075	0.8048	0.8971
0.4342	9.4667	852	0.7453	0.7347	0.7453	0.8633
0.4342	9.4889	854	0.6911	0.7682	0.6911	0.8313
0.4342	9.5111	856	0.6605	0.7550	0.6605	0.8127
0.4342	9.5333	858	0.6378	0.7682	0.6378	0.7986
0.4342	9.5556	860	0.6131	0.8077	0.6131	0.7830
0.4342	9.5778	862	0.5781	0.8129	0.5781	0.7603
0.4342	9.6	864	0.5682	0.7815	0.5682	0.7538
0.4342	9.6222	866	0.5738	0.7632	0.5738	0.7575
0.4342	9.6444	868	0.5664	0.7632	0.5664	0.7526
0.4342	9.6667	870	0.5535	0.7843	0.5535	0.7440
0.4342	9.6889	872	0.5659	0.7922	0.5659	0.7522
0.4342	9.7111	874	0.5982	0.8077	0.5982	0.7735
0.4342	9.7333	876	0.6256	0.7922	0.6256	0.7910
0.4342	9.7556	878	0.6388	0.7922	0.6388	0.7992
0.4342	9.7778	880	0.6160	0.8077	0.6160	0.7848
0.4342	9.8	882	0.5808	0.7975	0.5808	0.7621
0.4342	9.8222	884	0.5884	0.7771	0.5884	0.7671
0.4342	9.8444	886	0.5848	0.7771	0.5848	0.7647
0.4342	9.8667	888	0.5933	0.8025	0.5933	0.7702
0.4342	9.8889	890	0.6599	0.7763	0.6599	0.8124
0.4342	9.9111	892	0.7480	0.7467	0.7480	0.8649
0.4342	9.9333	894	0.7225	0.7682	0.7225	0.8500
0.4342	9.9556	896	0.6637	0.8026	0.6637	0.8147
0.4342	9.9778	898	0.6278	0.8105	0.6278	0.7924
0.4342	10.0	900	0.6045	0.8052	0.6045	0.7775
0.4342	10.0222	902	0.6132	0.7792	0.6132	0.7830
0.4342	10.0444	904	0.6115	0.7550	0.6115	0.7820
0.4342	10.0667	906	0.6234	0.76	0.6234	0.7895
0.4342	10.0889	908	0.6384	0.7682	0.6384	0.7990
0.4342	10.1111	910	0.6824	0.7448	0.6824	0.8261
0.4342	10.1333	912	0.7345	0.6944	0.7345	0.8570
0.4342	10.1556	914	0.8217	0.6619	0.8217	0.9065
0.4342	10.1778	916	0.8580	0.6471	0.8580	0.9263
0.4342	10.2	918	0.8761	0.6471	0.8761	0.9360
0.4342	10.2222	920	0.8342	0.6471	0.8342	0.9133
0.4342	10.2444	922	0.7552	0.6815	0.7552	0.8690
0.4342	10.2667	924	0.7106	0.7391	0.7106	0.8430
0.4342	10.2889	926	0.6916	0.7391	0.6916	0.8316
0.4342	10.3111	928	0.6779	0.7518	0.6779	0.8234
0.4342	10.3333	930	0.6735	0.7413	0.6735	0.8207
0.4342	10.3556	932	0.6828	0.7534	0.6828	0.8263
0.4342	10.3778	934	0.7114	0.7075	0.7114	0.8434
0.4342	10.4	936	0.6990	0.72	0.6990	0.8361
0.4342	10.4222	938	0.6729	0.7651	0.6729	0.8203
0.4342	10.4444	940	0.6693	0.7838	0.6693	0.8181
0.4342	10.4667	942	0.6721	0.7838	0.6721	0.8198
0.4342	10.4889	944	0.6603	0.7838	0.6603	0.8126
0.4342	10.5111	946	0.6467	0.8026	0.6467	0.8042
0.4342	10.5333	948	0.6384	0.7895	0.6384	0.7990
0.4342	10.5556	950	0.6556	0.7712	0.6556	0.8097
0.4342	10.5778	952	0.6682	0.7712	0.6682	0.8174
0.4342	10.6	954	0.6953	0.7114	0.6953	0.8338
0.4342	10.6222	956	0.7045	0.7114	0.7045	0.8394
0.4342	10.6444	958	0.6974	0.7448	0.6974	0.8351
0.4342	10.6667	960	0.6955	0.7448	0.6955	0.8340
0.4342	10.6889	962	0.7008	0.7133	0.7008	0.8371
0.4342	10.7111	964	0.6833	0.7172	0.6833	0.8266
0.4342	10.7333	966	0.6737	0.7297	0.6737	0.8208
0.4342	10.7556	968	0.6513	0.7517	0.6513	0.8070
0.4342	10.7778	970	0.6403	0.7632	0.6403	0.8002
0.4342	10.8	972	0.6504	0.7517	0.6504	0.8065
0.4342	10.8222	974	0.6753	0.7172	0.6753	0.8218
0.4342	10.8444	976	0.7334	0.7083	0.7334	0.8564
0.4342	10.8667	978	0.7876	0.6761	0.7876	0.8875
0.4342	10.8889	980	0.7991	0.6761	0.7991	0.8939
0.4342	10.9111	982	0.7741	0.6761	0.7741	0.8799
0.4342	10.9333	984	0.7171	0.7172	0.7171	0.8468
0.4342	10.9556	986	0.6973	0.7172	0.6973	0.8350
0.4342	10.9778	988	0.6745	0.7397	0.6745	0.8213
0.4342	11.0	990	0.6506	0.7483	0.6506	0.8066
0.4342	11.0222	992	0.6460	0.7483	0.6460	0.8038
0.4342	11.0444	994	0.6505	0.7448	0.6505	0.8065
0.4342	11.0667	996	0.6591	0.7448	0.6591	0.8119
0.4342	11.0889	998	0.6775	0.7361	0.6775	0.8231
0.0899	11.1111	1000	0.7041	0.6861	0.7041	0.8391
0.0899	11.1333	1002	0.7508	0.6861	0.7508	0.8665
0.0899	11.1556	1004	0.7812	0.6812	0.7812	0.8839
0.0899	11.1778	1006	0.8211	0.6619	0.8211	0.9062
0.0899	11.2	1008	0.8224	0.6619	0.8224	0.9069
0.0899	11.2222	1010	0.7747	0.6812	0.7747	0.8802

Framework versions

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