ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k17_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: 0.7546
• Qwk: 0.4817
• Mse: 0.7546
• Rmse: 0.8687

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	4.1436	-0.0186	4.1436	2.0356
No log	0.0476	4	2.2963	-0.0246	2.2963	1.5154
No log	0.0714	6	1.5037	-0.0554	1.5037	1.2262
No log	0.0952	8	0.9262	0.0169	0.9262	0.9624
No log	0.1190	10	0.7615	0.1101	0.7615	0.8726
No log	0.1429	12	0.9389	0.1014	0.9389	0.9690
No log	0.1667	14	1.1082	0.1537	1.1082	1.0527
No log	0.1905	16	0.7629	0.1821	0.7629	0.8734
No log	0.2143	18	0.6691	0.2333	0.6691	0.8180
No log	0.2381	20	0.6762	0.2032	0.6762	0.8223
No log	0.2619	22	0.7197	0.2123	0.7197	0.8484
No log	0.2857	24	0.8078	0.0939	0.8078	0.8988
No log	0.3095	26	1.0567	0.0159	1.0567	1.0280
No log	0.3333	28	1.3914	0.0572	1.3914	1.1796
No log	0.3571	30	1.5385	0.0341	1.5385	1.2404
No log	0.3810	32	1.4298	0.0628	1.4298	1.1958
No log	0.4048	34	1.1080	0.1278	1.1080	1.0526
No log	0.4286	36	0.7518	0.1701	0.7518	0.8671
No log	0.4524	38	0.6661	0.3021	0.6661	0.8161
No log	0.4762	40	0.6452	0.3475	0.6452	0.8033
No log	0.5	42	0.7275	0.2215	0.7275	0.8529
No log	0.5238	44	0.9638	0.2511	0.9638	0.9817
No log	0.5476	46	1.3928	0.1771	1.3928	1.1802
No log	0.5714	48	1.6583	0.1931	1.6583	1.2877
No log	0.5952	50	1.8873	0.1435	1.8873	1.3738
No log	0.6190	52	1.7055	0.1749	1.7055	1.3059
No log	0.6429	54	1.4105	0.2011	1.4105	1.1877
No log	0.6667	56	1.2474	0.1680	1.2474	1.1169
No log	0.6905	58	0.9458	0.2683	0.9458	0.9725
No log	0.7143	60	0.7558	0.3208	0.7558	0.8694
No log	0.7381	62	0.7003	0.3705	0.7003	0.8368
No log	0.7619	64	0.7250	0.3857	0.7250	0.8515
No log	0.7857	66	0.7709	0.4296	0.7709	0.8780
No log	0.8095	68	1.0124	0.3056	1.0124	1.0062
No log	0.8333	70	1.2894	0.2258	1.2894	1.1355
No log	0.8571	72	1.1592	0.2944	1.1592	1.0766
No log	0.8810	74	1.4845	0.2055	1.4845	1.2184
No log	0.9048	76	1.4295	0.2148	1.4295	1.1956
No log	0.9286	78	1.0182	0.4151	1.0182	1.0091
No log	0.9524	80	0.8657	0.4279	0.8657	0.9304
No log	0.9762	82	0.7824	0.4997	0.7824	0.8845
No log	1.0	84	0.8186	0.5247	0.8186	0.9047
No log	1.0238	86	0.7603	0.5007	0.7603	0.8720
No log	1.0476	88	0.6783	0.4855	0.6783	0.8236
No log	1.0714	90	0.6262	0.4392	0.6262	0.7913
No log	1.0952	92	0.5861	0.4489	0.5861	0.7655
No log	1.1190	94	0.5907	0.3969	0.5907	0.7685
No log	1.1429	96	0.6591	0.3086	0.6591	0.8119
No log	1.1667	98	0.7303	0.3172	0.7303	0.8546
No log	1.1905	100	0.6538	0.3820	0.6538	0.8086
No log	1.2143	102	0.7584	0.4434	0.7584	0.8708
No log	1.2381	104	0.8514	0.4344	0.8514	0.9227
No log	1.2619	106	0.8811	0.4492	0.8811	0.9387
No log	1.2857	108	0.8482	0.4839	0.8482	0.9210
No log	1.3095	110	0.7559	0.5134	0.7559	0.8694
No log	1.3333	112	0.7200	0.5340	0.7200	0.8486
No log	1.3571	114	0.7949	0.4278	0.7949	0.8916
No log	1.3810	116	0.8189	0.4569	0.8189	0.9049
No log	1.4048	118	0.7910	0.5716	0.7910	0.8894
No log	1.4286	120	0.9670	0.4688	0.9670	0.9834
No log	1.4524	122	1.1317	0.3809	1.1317	1.0638
No log	1.4762	124	0.9791	0.4335	0.9791	0.9895
No log	1.5	126	0.7325	0.5681	0.7325	0.8559
No log	1.5238	128	0.6670	0.5722	0.6670	0.8167
No log	1.5476	130	0.6754	0.5809	0.6754	0.8218
No log	1.5714	132	0.7139	0.5639	0.7139	0.8449
No log	1.5952	134	0.7265	0.5196	0.7265	0.8524
No log	1.6190	136	0.7751	0.5134	0.7751	0.8804
No log	1.6429	138	0.8907	0.4728	0.8907	0.9438
No log	1.6667	140	1.0485	0.3834	1.0485	1.0240
No log	1.6905	142	1.0984	0.3845	1.0984	1.0481
No log	1.7143	144	0.9765	0.3864	0.9765	0.9882
No log	1.7381	146	0.7661	0.5358	0.7661	0.8753
No log	1.7619	148	0.6845	0.5582	0.6845	0.8273
No log	1.7857	150	0.6682	0.5332	0.6682	0.8174
No log	1.8095	152	0.6659	0.5253	0.6659	0.8160
No log	1.8333	154	0.7027	0.5230	0.7027	0.8383
No log	1.8571	156	0.7511	0.5102	0.7511	0.8666
No log	1.8810	158	0.8083	0.5224	0.8083	0.8991
No log	1.9048	160	0.8722	0.4818	0.8722	0.9339
No log	1.9286	162	0.9661	0.4708	0.9661	0.9829
No log	1.9524	164	1.0710	0.3691	1.0710	1.0349
No log	1.9762	166	1.1416	0.3714	1.1416	1.0684
No log	2.0	168	1.1727	0.3780	1.1727	1.0829
No log	2.0238	170	1.2314	0.3563	1.2314	1.1097
No log	2.0476	172	1.1137	0.3860	1.1137	1.0553
No log	2.0714	174	1.0596	0.3866	1.0596	1.0294
No log	2.0952	176	1.0954	0.3878	1.0954	1.0466
No log	2.1190	178	1.0449	0.3578	1.0449	1.0222
No log	2.1429	180	1.0632	0.3255	1.0632	1.0311
No log	2.1667	182	0.9490	0.3892	0.9490	0.9742
No log	2.1905	184	0.8825	0.4717	0.8825	0.9394
No log	2.2143	186	0.9025	0.4316	0.9025	0.9500
No log	2.2381	188	0.9227	0.4092	0.9227	0.9606
No log	2.2619	190	0.9553	0.4008	0.9553	0.9774
No log	2.2857	192	0.9617	0.3804	0.9617	0.9807
No log	2.3095	194	0.8420	0.5071	0.8420	0.9176
No log	2.3333	196	0.7905	0.5145	0.7905	0.8891
No log	2.3571	198	0.7427	0.5197	0.7427	0.8618
No log	2.3810	200	0.7126	0.5099	0.7126	0.8441
No log	2.4048	202	0.7070	0.5225	0.7070	0.8408
No log	2.4286	204	0.7358	0.5362	0.7358	0.8578
No log	2.4524	206	0.7605	0.5356	0.7605	0.8721
No log	2.4762	208	0.7785	0.5147	0.7785	0.8823
No log	2.5	210	0.8079	0.5302	0.8079	0.8989
No log	2.5238	212	0.8807	0.4958	0.8807	0.9384
No log	2.5476	214	1.0394	0.4004	1.0394	1.0195
No log	2.5714	216	1.2760	0.3745	1.2760	1.1296
No log	2.5952	218	1.3577	0.3582	1.3577	1.1652
No log	2.6190	220	1.3265	0.3561	1.3265	1.1518
No log	2.6429	222	1.1142	0.4023	1.1142	1.0556
No log	2.6667	224	0.9229	0.4837	0.9229	0.9607
No log	2.6905	226	0.8252	0.5404	0.8252	0.9084
No log	2.7143	228	0.8045	0.5398	0.8045	0.8969
No log	2.7381	230	0.8091	0.5386	0.8091	0.8995
No log	2.7619	232	0.7908	0.5255	0.7908	0.8893
No log	2.7857	234	0.8677	0.5173	0.8677	0.9315
No log	2.8095	236	1.0010	0.4049	1.0010	1.0005
No log	2.8333	238	1.0531	0.3857	1.0531	1.0262
No log	2.8571	240	0.9349	0.4575	0.9349	0.9669
No log	2.8810	242	0.7853	0.5246	0.7853	0.8861
No log	2.9048	244	0.7208	0.4667	0.7208	0.8490
No log	2.9286	246	0.7204	0.4533	0.7204	0.8488
No log	2.9524	248	0.7020	0.4627	0.7020	0.8378
No log	2.9762	250	0.7080	0.5041	0.7080	0.8414
No log	3.0	252	0.7865	0.5066	0.7865	0.8869
No log	3.0238	254	0.9210	0.4064	0.9210	0.9597
No log	3.0476	256	0.9846	0.3579	0.9846	0.9923
No log	3.0714	258	0.9069	0.4481	0.9069	0.9523
No log	3.0952	260	0.7786	0.5159	0.7786	0.8824
No log	3.1190	262	0.7462	0.4300	0.7462	0.8638
No log	3.1429	264	0.7795	0.4260	0.7795	0.8829
No log	3.1667	266	0.8286	0.4228	0.8286	0.9103
No log	3.1905	268	0.8907	0.4378	0.8907	0.9438
No log	3.2143	270	0.9742	0.4683	0.9742	0.9870
No log	3.2381	272	1.1173	0.3422	1.1173	1.0570
No log	3.2619	274	1.1526	0.3260	1.1526	1.0736
No log	3.2857	276	1.0749	0.4121	1.0749	1.0368
No log	3.3095	278	0.9892	0.4584	0.9892	0.9946
No log	3.3333	280	0.9742	0.4545	0.9742	0.9870
No log	3.3571	282	0.9369	0.4449	0.9369	0.9679
No log	3.3810	284	0.8858	0.4859	0.8858	0.9411
No log	3.4048	286	0.8563	0.4713	0.8563	0.9254
No log	3.4286	288	0.8705	0.4858	0.8705	0.9330
No log	3.4524	290	0.9307	0.4709	0.9307	0.9647
No log	3.4762	292	0.9447	0.4709	0.9447	0.9720
No log	3.5	294	0.9509	0.4709	0.9509	0.9751
No log	3.5238	296	0.9112	0.4851	0.9112	0.9546
No log	3.5476	298	0.8365	0.5069	0.8365	0.9146
No log	3.5714	300	0.7780	0.4486	0.7780	0.8821
No log	3.5952	302	0.7624	0.4741	0.7624	0.8732
No log	3.6190	304	0.7621	0.4542	0.7621	0.8730
No log	3.6429	306	0.7401	0.4368	0.7401	0.8603
No log	3.6667	308	0.7180	0.4521	0.7180	0.8473
No log	3.6905	310	0.7040	0.4626	0.7040	0.8390
No log	3.7143	312	0.6946	0.4854	0.6946	0.8335
No log	3.7381	314	0.6748	0.4598	0.6748	0.8215
No log	3.7619	316	0.6801	0.4537	0.6801	0.8247
No log	3.7857	318	0.7069	0.4450	0.7069	0.8408
No log	3.8095	320	0.7430	0.4293	0.7430	0.8620
No log	3.8333	322	0.7610	0.4462	0.7610	0.8724
No log	3.8571	324	0.7931	0.4210	0.7931	0.8906
No log	3.8810	326	0.8258	0.4472	0.8258	0.9087
No log	3.9048	328	0.8311	0.4386	0.8311	0.9117
No log	3.9286	330	0.8194	0.4281	0.8194	0.9052
No log	3.9524	332	0.8198	0.4363	0.8198	0.9054
No log	3.9762	334	0.8274	0.4518	0.8274	0.9096
No log	4.0	336	0.8277	0.4742	0.8277	0.9098
No log	4.0238	338	0.7954	0.4536	0.7954	0.8919
No log	4.0476	340	0.7685	0.4262	0.7685	0.8767
No log	4.0714	342	0.7775	0.4648	0.7775	0.8818
No log	4.0952	344	0.8276	0.5098	0.8276	0.9097
No log	4.1190	346	0.8491	0.5206	0.8491	0.9215
No log	4.1429	348	0.8016	0.5193	0.8016	0.8953
No log	4.1667	350	0.7639	0.5227	0.7639	0.8740
No log	4.1905	352	0.7212	0.4822	0.7212	0.8493
No log	4.2143	354	0.7113	0.4502	0.7113	0.8434
No log	4.2381	356	0.7341	0.4499	0.7341	0.8568
No log	4.2619	358	0.7551	0.4389	0.7551	0.8690
No log	4.2857	360	0.7713	0.4186	0.7713	0.8783
No log	4.3095	362	0.7805	0.4106	0.7805	0.8835
No log	4.3333	364	0.7931	0.4075	0.7931	0.8906
No log	4.3571	366	0.8106	0.4596	0.8106	0.9003
No log	4.3810	368	0.8468	0.4921	0.8468	0.9202
No log	4.4048	370	0.8431	0.5307	0.8431	0.9182
No log	4.4286	372	0.7982	0.4904	0.7982	0.8934
No log	4.4524	374	0.7533	0.4554	0.7533	0.8679
No log	4.4762	376	0.7150	0.4546	0.7150	0.8456
No log	4.5	378	0.7050	0.4596	0.7050	0.8397
No log	4.5238	380	0.6923	0.4600	0.6923	0.8320
No log	4.5476	382	0.6829	0.4825	0.6829	0.8264
No log	4.5714	384	0.7023	0.4836	0.7023	0.8380
No log	4.5952	386	0.7634	0.5295	0.7634	0.8737
No log	4.6190	388	0.8051	0.5266	0.8051	0.8973
No log	4.6429	390	0.8007	0.5380	0.8007	0.8948
No log	4.6667	392	0.7566	0.4796	0.7566	0.8698
No log	4.6905	394	0.7334	0.4731	0.7334	0.8564
No log	4.7143	396	0.7258	0.4630	0.7258	0.8519
No log	4.7381	398	0.7262	0.4685	0.7262	0.8522
No log	4.7619	400	0.7219	0.4639	0.7219	0.8497
No log	4.7857	402	0.7204	0.4776	0.7204	0.8487
No log	4.8095	404	0.7206	0.4776	0.7206	0.8489
No log	4.8333	406	0.7364	0.4933	0.7364	0.8582
No log	4.8571	408	0.7463	0.4737	0.7463	0.8639
No log	4.8810	410	0.7375	0.4598	0.7375	0.8588
No log	4.9048	412	0.7406	0.4692	0.7406	0.8606
No log	4.9286	414	0.7500	0.4856	0.7500	0.8660
No log	4.9524	416	0.7456	0.5085	0.7456	0.8635
No log	4.9762	418	0.7419	0.4761	0.7419	0.8613
No log	5.0	420	0.7448	0.4703	0.7448	0.8630
No log	5.0238	422	0.7359	0.4855	0.7359	0.8578
No log	5.0476	424	0.7090	0.5287	0.7090	0.8420
No log	5.0714	426	0.7003	0.5466	0.7003	0.8368
No log	5.0952	428	0.6883	0.5435	0.6883	0.8297
No log	5.1190	430	0.6831	0.4937	0.6831	0.8265
No log	5.1429	432	0.6807	0.5038	0.6807	0.8250
No log	5.1667	434	0.6655	0.4970	0.6655	0.8158
No log	5.1905	436	0.6468	0.5441	0.6468	0.8043
No log	5.2143	438	0.6432	0.4910	0.6432	0.8020
No log	5.2381	440	0.6665	0.4991	0.6665	0.8164
No log	5.2619	442	0.7000	0.5015	0.7000	0.8367
No log	5.2857	444	0.7005	0.5333	0.7005	0.8370
No log	5.3095	446	0.7254	0.5374	0.7254	0.8517
No log	5.3333	448	0.7373	0.5311	0.7373	0.8586
No log	5.3571	450	0.7536	0.4934	0.7536	0.8681
No log	5.3810	452	0.7732	0.4943	0.7732	0.8793
No log	5.4048	454	0.7849	0.4943	0.7849	0.8860
No log	5.4286	456	0.7959	0.4492	0.7959	0.8921
No log	5.4524	458	0.8147	0.4708	0.8147	0.9026
No log	5.4762	460	0.8239	0.4741	0.8239	0.9077
No log	5.5	462	0.8085	0.4647	0.8085	0.8992
No log	5.5238	464	0.7920	0.4562	0.7920	0.8900
No log	5.5476	466	0.8122	0.4863	0.8122	0.9012
No log	5.5714	468	0.8159	0.4617	0.8159	0.9033
No log	5.5952	470	0.7875	0.4617	0.7875	0.8874
No log	5.6190	472	0.7713	0.4694	0.7713	0.8782
No log	5.6429	474	0.7494	0.4598	0.7494	0.8657
No log	5.6667	476	0.7470	0.4934	0.7470	0.8643
No log	5.6905	478	0.7688	0.4733	0.7688	0.8768
No log	5.7143	480	0.7937	0.4490	0.7937	0.8909
No log	5.7381	482	0.8005	0.4550	0.8005	0.8947
No log	5.7619	484	0.8044	0.4470	0.8044	0.8969
No log	5.7857	486	0.8331	0.4757	0.8331	0.9127
No log	5.8095	488	0.8481	0.4589	0.8481	0.9209
No log	5.8333	490	0.8349	0.4620	0.8349	0.9137
No log	5.8571	492	0.8107	0.4535	0.8107	0.9004
No log	5.8810	494	0.7938	0.4530	0.7938	0.8910
No log	5.9048	496	0.7972	0.4818	0.7972	0.8929
No log	5.9286	498	0.8274	0.4945	0.8274	0.9096
0.4571	5.9524	500	0.8283	0.4831	0.8283	0.9101
0.4571	5.9762	502	0.8082	0.4762	0.8082	0.8990
0.4571	6.0	504	0.7606	0.4797	0.7606	0.8721
0.4571	6.0238	506	0.7205	0.4597	0.7205	0.8488
0.4571	6.0476	508	0.7142	0.5020	0.7142	0.8451
0.4571	6.0714	510	0.7164	0.5133	0.7164	0.8464
0.4571	6.0952	512	0.7197	0.5043	0.7197	0.8484
0.4571	6.1190	514	0.7195	0.5043	0.7195	0.8482
0.4571	6.1429	516	0.7199	0.4883	0.7199	0.8485
0.4571	6.1667	518	0.7261	0.5044	0.7261	0.8521
0.4571	6.1905	520	0.7306	0.5044	0.7306	0.8547
0.4571	6.2143	522	0.7305	0.4859	0.7305	0.8547
0.4571	6.2381	524	0.7341	0.4926	0.7341	0.8568
0.4571	6.2619	526	0.7281	0.4939	0.7281	0.8533
0.4571	6.2857	528	0.7080	0.4819	0.7080	0.8414
0.4571	6.3095	530	0.6998	0.4760	0.6998	0.8366
0.4571	6.3333	532	0.6872	0.4994	0.6872	0.8290
0.4571	6.3571	534	0.6923	0.5146	0.6923	0.8321
0.4571	6.3810	536	0.7115	0.5036	0.7115	0.8435
0.4571	6.4048	538	0.7213	0.4709	0.7213	0.8493
0.4571	6.4286	540	0.7184	0.5142	0.7184	0.8476
0.4571	6.4524	542	0.7167	0.4852	0.7167	0.8466
0.4571	6.4762	544	0.7323	0.4710	0.7323	0.8558
0.4571	6.5	546	0.7479	0.4548	0.7479	0.8648
0.4571	6.5238	548	0.7825	0.4666	0.7825	0.8846
0.4571	6.5476	550	0.8068	0.4666	0.8068	0.8982
0.4571	6.5714	552	0.7998	0.4979	0.7998	0.8943
0.4571	6.5952	554	0.8136	0.4979	0.8136	0.9020
0.4571	6.6190	556	0.8242	0.4972	0.8242	0.9079
0.4571	6.6429	558	0.8256	0.4972	0.8256	0.9086
0.4571	6.6667	560	0.8243	0.4765	0.8243	0.9079
0.4571	6.6905	562	0.8169	0.4784	0.8169	0.9038
0.4571	6.7143	564	0.7860	0.4784	0.7860	0.8866
0.4571	6.7381	566	0.7705	0.4705	0.7705	0.8778
0.4571	6.7619	568	0.7546	0.4692	0.7546	0.8687
0.4571	6.7857	570	0.7360	0.4970	0.7360	0.8579
0.4571	6.8095	572	0.7300	0.4970	0.7300	0.8544
0.4571	6.8333	574	0.7251	0.5059	0.7251	0.8515
0.4571	6.8571	576	0.7293	0.4997	0.7293	0.8540
0.4571	6.8810	578	0.7503	0.4865	0.7503	0.8662
0.4571	6.9048	580	0.7835	0.4790	0.7835	0.8852
0.4571	6.9286	582	0.7950	0.5121	0.7950	0.8916
0.4571	6.9524	584	0.7933	0.4892	0.7933	0.8907
0.4571	6.9762	586	0.7970	0.4687	0.7970	0.8927
0.4571	7.0	588	0.7905	0.4613	0.7905	0.8891
0.4571	7.0238	590	0.7792	0.4405	0.7792	0.8827
0.4571	7.0476	592	0.7696	0.4405	0.7696	0.8773
0.4571	7.0714	594	0.7568	0.4653	0.7568	0.8699
0.4571	7.0952	596	0.7512	0.4798	0.7512	0.8667
0.4571	7.1190	598	0.7526	0.4875	0.7526	0.8675
0.4571	7.1429	600	0.7464	0.4798	0.7464	0.8639
0.4571	7.1667	602	0.7387	0.4653	0.7387	0.8595
0.4571	7.1905	604	0.7390	0.4790	0.7390	0.8597
0.4571	7.2143	606	0.7357	0.5036	0.7357	0.8577
0.4571	7.2381	608	0.7323	0.4964	0.7323	0.8558
0.4571	7.2619	610	0.7383	0.4781	0.7383	0.8592
0.4571	7.2857	612	0.7406	0.4692	0.7406	0.8606
0.4571	7.3095	614	0.7269	0.4770	0.7269	0.8526
0.4571	7.3333	616	0.7081	0.4980	0.7081	0.8415
0.4571	7.3571	618	0.7056	0.5014	0.7056	0.8400
0.4571	7.3810	620	0.7117	0.5039	0.7117	0.8436
0.4571	7.4048	622	0.7210	0.4693	0.7210	0.8491
0.4571	7.4286	624	0.7320	0.4693	0.7320	0.8556
0.4571	7.4524	626	0.7269	0.4913	0.7269	0.8526
0.4571	7.4762	628	0.7205	0.4925	0.7205	0.8488
0.4571	7.5	630	0.7249	0.4852	0.7249	0.8514
0.4571	7.5238	632	0.7321	0.4818	0.7321	0.8556
0.4571	7.5476	634	0.7406	0.4582	0.7406	0.8606
0.4571	7.5714	636	0.7442	0.4265	0.7442	0.8627
0.4571	7.5952	638	0.7470	0.4368	0.7470	0.8643
0.4571	7.6190	640	0.7557	0.4368	0.7557	0.8693
0.4571	7.6429	642	0.7622	0.4438	0.7622	0.8730
0.4571	7.6667	644	0.7654	0.4438	0.7654	0.8749
0.4571	7.6905	646	0.7656	0.4350	0.7656	0.8750
0.4571	7.7143	648	0.7578	0.4299	0.7578	0.8705
0.4571	7.7381	650	0.7468	0.4247	0.7468	0.8642
0.4571	7.7619	652	0.7356	0.4497	0.7356	0.8577
0.4571	7.7857	654	0.7239	0.4604	0.7239	0.8508
0.4571	7.8095	656	0.7138	0.4822	0.7138	0.8448
0.4571	7.8333	658	0.7106	0.5043	0.7106	0.8430
0.4571	7.8571	660	0.7146	0.5219	0.7146	0.8454
0.4571	7.8810	662	0.7160	0.4944	0.7160	0.8461
0.4571	7.9048	664	0.7146	0.4728	0.7146	0.8453
0.4571	7.9286	666	0.7143	0.5	0.7143	0.8452
0.4571	7.9524	668	0.7207	0.4934	0.7207	0.8489
0.4571	7.9762	670	0.7205	0.4822	0.7205	0.8488
0.4571	8.0	672	0.7267	0.4725	0.7267	0.8525
0.4571	8.0238	674	0.7365	0.4671	0.7365	0.8582
0.4571	8.0476	676	0.7458	0.4671	0.7458	0.8636
0.4571	8.0714	678	0.7546	0.4671	0.7546	0.8687
0.4571	8.0952	680	0.7614	0.4590	0.7614	0.8726
0.4571	8.1190	682	0.7628	0.4515	0.7628	0.8734
0.4571	8.1429	684	0.7584	0.4448	0.7584	0.8709
0.4571	8.1667	686	0.7521	0.4672	0.7521	0.8672
0.4571	8.1905	688	0.7462	0.4672	0.7462	0.8638
0.4571	8.2143	690	0.7377	0.4836	0.7377	0.8589
0.4571	8.2381	692	0.7325	0.4671	0.7325	0.8558
0.4571	8.2619	694	0.7324	0.4742	0.7324	0.8558
0.4571	8.2857	696	0.7362	0.4817	0.7362	0.8580
0.4571	8.3095	698	0.7435	0.4817	0.7435	0.8623
0.4571	8.3333	700	0.7512	0.4833	0.7512	0.8667
0.4571	8.3571	702	0.7598	0.4901	0.7598	0.8717
0.4571	8.3810	704	0.7669	0.4910	0.7669	0.8757
0.4571	8.4048	706	0.7695	0.4930	0.7695	0.8772
0.4571	8.4286	708	0.7761	0.4612	0.7761	0.8810
0.4571	8.4524	710	0.7795	0.4608	0.7795	0.8829
0.4571	8.4762	712	0.7765	0.4658	0.7765	0.8812
0.4571	8.5	714	0.7757	0.4515	0.7757	0.8807
0.4571	8.5238	716	0.7769	0.4552	0.7769	0.8814
0.4571	8.5476	718	0.7678	0.4592	0.7678	0.8762
0.4571	8.5714	720	0.7558	0.4834	0.7558	0.8694
0.4571	8.5952	722	0.7462	0.4748	0.7462	0.8638
0.4571	8.6190	724	0.7447	0.4701	0.7447	0.8629
0.4571	8.6429	726	0.7482	0.4922	0.7482	0.8650
0.4571	8.6667	728	0.7534	0.4931	0.7534	0.8680
0.4571	8.6905	730	0.7578	0.4931	0.7578	0.8705
0.4571	8.7143	732	0.7620	0.4924	0.7620	0.8729
0.4571	8.7381	734	0.7572	0.4924	0.7572	0.8702
0.4571	8.7619	736	0.7510	0.4968	0.7510	0.8666
0.4571	8.7857	738	0.7442	0.4968	0.7442	0.8627
0.4571	8.8095	740	0.7375	0.4829	0.7375	0.8588
0.4571	8.8333	742	0.7319	0.4631	0.7319	0.8555
0.4571	8.8571	744	0.7329	0.4731	0.7329	0.8561
0.4571	8.8810	746	0.7347	0.4840	0.7347	0.8572
0.4571	8.9048	748	0.7358	0.4834	0.7358	0.8578
0.4571	8.9286	750	0.7372	0.4834	0.7372	0.8586
0.4571	8.9524	752	0.7359	0.4834	0.7359	0.8578
0.4571	8.9762	754	0.7285	0.4834	0.7285	0.8535
0.4571	9.0	756	0.7235	0.4840	0.7235	0.8506
0.4571	9.0238	758	0.7156	0.4846	0.7156	0.8459
0.4571	9.0476	760	0.7128	0.4812	0.7128	0.8443
0.4571	9.0714	762	0.7124	0.4889	0.7124	0.8440
0.4571	9.0952	764	0.7130	0.4889	0.7130	0.8444
0.4571	9.1190	766	0.7132	0.4889	0.7132	0.8445
0.4571	9.1429	768	0.7126	0.4882	0.7126	0.8442
0.4571	9.1667	770	0.7157	0.4869	0.7157	0.8460
0.4571	9.1905	772	0.7216	0.4726	0.7216	0.8495
0.4571	9.2143	774	0.7266	0.5062	0.7266	0.8524
0.4571	9.2381	776	0.7328	0.5033	0.7328	0.8560
0.4571	9.2619	778	0.7359	0.4953	0.7359	0.8578
0.4571	9.2857	780	0.7385	0.5033	0.7385	0.8594
0.4571	9.3095	782	0.7430	0.5033	0.7430	0.8620
0.4571	9.3333	784	0.7467	0.4987	0.7467	0.8641
0.4571	9.3571	786	0.7497	0.4995	0.7497	0.8659
0.4571	9.3810	788	0.7484	0.4834	0.7484	0.8651
0.4571	9.4048	790	0.7455	0.4834	0.7455	0.8634
0.4571	9.4286	792	0.7440	0.4789	0.7440	0.8626
0.4571	9.4524	794	0.7447	0.4862	0.7447	0.8630
0.4571	9.4762	796	0.7459	0.4869	0.7459	0.8637
0.4571	9.5	798	0.7483	0.4869	0.7483	0.8651
0.4571	9.5238	800	0.7518	0.4817	0.7518	0.8671
0.4571	9.5476	802	0.7538	0.4817	0.7538	0.8682
0.4571	9.5714	804	0.7541	0.4827	0.7541	0.8684
0.4571	9.5952	806	0.7535	0.4827	0.7535	0.8680
0.4571	9.6190	808	0.7538	0.4827	0.7538	0.8682
0.4571	9.6429	810	0.7532	0.4827	0.7532	0.8679
0.4571	9.6667	812	0.7526	0.4827	0.7526	0.8675
0.4571	9.6905	814	0.7524	0.4713	0.7524	0.8674
0.4571	9.7143	816	0.7521	0.4713	0.7521	0.8672
0.4571	9.7381	818	0.7522	0.4713	0.7522	0.8673
0.4571	9.7619	820	0.7520	0.4713	0.7520	0.8672
0.4571	9.7857	822	0.7521	0.4827	0.7521	0.8672
0.4571	9.8095	824	0.7532	0.4827	0.7532	0.8679
0.4571	9.8333	826	0.7537	0.4827	0.7537	0.8681
0.4571	9.8571	828	0.7544	0.4817	0.7544	0.8686
0.4571	9.8810	830	0.7549	0.4817	0.7549	0.8688
0.4571	9.9048	832	0.7548	0.4817	0.7548	0.8688
0.4571	9.9286	834	0.7546	0.4817	0.7546	0.8687
0.4571	9.9524	836	0.7545	0.4817	0.7545	0.8686
0.4571	9.9762	838	0.7546	0.4817	0.7546	0.8687
0.4571	10.0	840	0.7546	0.4817	0.7546	0.8687

Framework versions

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