ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k4_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: 0.8832
• Qwk: 0.3716
• Mse: 0.8832
• Rmse: 0.9398

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	0.1333	2	4.6100	0.0010	4.6100	2.1471
No log	0.2667	4	2.6311	-0.0559	2.6311	1.6221
No log	0.4	6	1.7611	0.0504	1.7611	1.3271
No log	0.5333	8	1.2604	0.0494	1.2604	1.1227
No log	0.6667	10	1.1834	0.2293	1.1834	1.0878
No log	0.8	12	1.1925	0.1444	1.1925	1.0920
No log	0.9333	14	1.1936	0.1711	1.1936	1.0925
No log	1.0667	16	1.2111	0.2784	1.2111	1.1005
No log	1.2	18	1.2200	0.1593	1.2200	1.1045
No log	1.3333	20	1.2727	0.1294	1.2727	1.1281
No log	1.4667	22	1.3613	0.0038	1.3613	1.1667
No log	1.6	24	1.3890	0.0254	1.3890	1.1786
No log	1.7333	26	1.1509	0.2386	1.1509	1.0728
No log	1.8667	28	1.0607	0.2188	1.0607	1.0299
No log	2.0	30	1.2052	0.1271	1.2052	1.0978
No log	2.1333	32	1.2490	0.1271	1.2490	1.1176
No log	2.2667	34	1.2688	0.1171	1.2688	1.1264
No log	2.4	36	1.4033	0.0254	1.4033	1.1846
No log	2.5333	38	1.4159	0.0317	1.4159	1.1899
No log	2.6667	40	1.2829	0.0926	1.2829	1.1326
No log	2.8	42	1.3101	0.1014	1.3101	1.1446
No log	2.9333	44	1.2782	0.1173	1.2782	1.1306
No log	3.0667	46	1.2206	0.0130	1.2206	1.1048
No log	3.2	48	1.1716	0.1076	1.1716	1.0824
No log	3.3333	50	1.1117	0.2408	1.1117	1.0543
No log	3.4667	52	1.0679	0.3414	1.0679	1.0334
No log	3.6	54	1.0682	0.3462	1.0682	1.0336
No log	3.7333	56	1.2362	0.1643	1.2362	1.1118
No log	3.8667	58	1.3061	0.1135	1.3061	1.1429
No log	4.0	60	1.2718	0.1046	1.2718	1.1278
No log	4.1333	62	1.2692	0.1395	1.2692	1.1266
No log	4.2667	64	1.1518	0.2439	1.1518	1.0732
No log	4.4	66	0.9817	0.4371	0.9817	0.9908
No log	4.5333	68	0.9208	0.3448	0.9208	0.9596
No log	4.6667	70	0.8961	0.3463	0.8961	0.9466
No log	4.8	72	0.8634	0.4804	0.8634	0.9292
No log	4.9333	74	0.8632	0.3753	0.8632	0.9291
No log	5.0667	76	0.8545	0.3753	0.8545	0.9244
No log	5.2	78	0.8374	0.4780	0.8374	0.9151
No log	5.3333	80	0.8337	0.5690	0.8337	0.9131
No log	5.4667	82	0.8456	0.5849	0.8456	0.9196
No log	5.6	84	0.7953	0.5883	0.7953	0.8918
No log	5.7333	86	0.7799	0.4701	0.7799	0.8831
No log	5.8667	88	0.8426	0.4879	0.8426	0.9180
No log	6.0	90	0.9480	0.4113	0.9480	0.9737
No log	6.1333	92	0.9411	0.4493	0.9411	0.9701
No log	6.2667	94	0.9042	0.4726	0.9042	0.9509
No log	6.4	96	0.8642	0.4964	0.8642	0.9296
No log	6.5333	98	0.8630	0.5064	0.8630	0.9290
No log	6.6667	100	0.8624	0.4784	0.8624	0.9287
No log	6.8	102	0.8629	0.5836	0.8629	0.9289
No log	6.9333	104	0.9045	0.4444	0.9045	0.9510
No log	7.0667	106	0.9009	0.5203	0.9009	0.9492
No log	7.2	108	0.8646	0.5272	0.8646	0.9298
No log	7.3333	110	0.8487	0.5458	0.8487	0.9213
No log	7.4667	112	0.8754	0.5094	0.8754	0.9356
No log	7.6	114	0.9686	0.4735	0.9686	0.9842
No log	7.7333	116	1.0087	0.4256	1.0087	1.0043
No log	7.8667	118	1.1822	0.2876	1.1822	1.0873
No log	8.0	120	1.1692	0.2702	1.1692	1.0813
No log	8.1333	122	0.9830	0.3578	0.9830	0.9915
No log	8.2667	124	0.9303	0.5044	0.9303	0.9645
No log	8.4	126	0.8981	0.4301	0.8981	0.9477
No log	8.5333	128	0.9795	0.4543	0.9795	0.9897
No log	8.6667	130	0.8983	0.5171	0.8983	0.9478
No log	8.8	132	1.0068	0.4147	1.0068	1.0034
No log	8.9333	134	1.2593	0.3805	1.2593	1.1222
No log	9.0667	136	1.3273	0.3590	1.3273	1.1521
No log	9.2	138	1.1378	0.3707	1.1378	1.0667
No log	9.3333	140	0.9973	0.3401	0.9973	0.9987
No log	9.4667	142	1.0462	0.3935	1.0462	1.0228
No log	9.6	144	0.9589	0.4230	0.9589	0.9792
No log	9.7333	146	0.9605	0.4852	0.9605	0.9801
No log	9.8667	148	0.9430	0.4829	0.9430	0.9711
No log	10.0	150	0.8907	0.4277	0.8907	0.9438
No log	10.1333	152	0.8921	0.4930	0.8921	0.9445
No log	10.2667	154	0.9477	0.4983	0.9477	0.9735
No log	10.4	156	1.0110	0.4314	1.0110	1.0055
No log	10.5333	158	1.1163	0.3832	1.1163	1.0566
No log	10.6667	160	1.0875	0.3772	1.0875	1.0428
No log	10.8	162	1.0859	0.3970	1.0859	1.0421
No log	10.9333	164	1.1000	0.4115	1.1000	1.0488
No log	11.0667	166	1.0932	0.3528	1.0932	1.0455
No log	11.2	168	1.0867	0.3445	1.0867	1.0425
No log	11.3333	170	0.9955	0.4430	0.9955	0.9977
No log	11.4667	172	1.0585	0.3243	1.0585	1.0288
No log	11.6	174	1.1149	0.3197	1.1149	1.0559
No log	11.7333	176	0.9661	0.4066	0.9661	0.9829
No log	11.8667	178	1.0409	0.3860	1.0409	1.0203
No log	12.0	180	1.1199	0.4022	1.1199	1.0582
No log	12.1333	182	1.0857	0.3892	1.0857	1.0420
No log	12.2667	184	1.0346	0.3220	1.0346	1.0171
No log	12.4	186	1.0063	0.3333	1.0063	1.0032
No log	12.5333	188	1.0058	0.3584	1.0058	1.0029
No log	12.6667	190	1.0001	0.3816	1.0001	1.0001
No log	12.8	192	1.0169	0.3830	1.0169	1.0084
No log	12.9333	194	1.0377	0.4973	1.0377	1.0187
No log	13.0667	196	0.9282	0.4969	0.9282	0.9634
No log	13.2	198	0.8242	0.4349	0.8242	0.9078
No log	13.3333	200	0.8259	0.5266	0.8259	0.9088
No log	13.4667	202	0.8293	0.5180	0.8293	0.9107
No log	13.6	204	0.7823	0.5089	0.7823	0.8845
No log	13.7333	206	0.8513	0.5041	0.8513	0.9226
No log	13.8667	208	1.0474	0.4705	1.0474	1.0234
No log	14.0	210	1.0759	0.4705	1.0759	1.0373
No log	14.1333	212	0.9615	0.4557	0.9615	0.9806
No log	14.2667	214	0.8425	0.4409	0.8425	0.9179
No log	14.4	216	0.8240	0.4662	0.8240	0.9078
No log	14.5333	218	0.8171	0.5661	0.8171	0.9040
No log	14.6667	220	0.8487	0.5326	0.8487	0.9213
No log	14.8	222	0.9341	0.5	0.9341	0.9665
No log	14.9333	224	0.9089	0.5	0.9089	0.9534
No log	15.0667	226	0.9535	0.4883	0.9535	0.9765
No log	15.2	228	1.0420	0.4902	1.0420	1.0208
No log	15.3333	230	1.0256	0.4743	1.0256	1.0127
No log	15.4667	232	0.8731	0.5301	0.8731	0.9344
No log	15.6	234	0.8055	0.5438	0.8055	0.8975
No log	15.7333	236	0.8490	0.4741	0.8490	0.9214
No log	15.8667	238	0.8372	0.5467	0.8372	0.9150
No log	16.0	240	0.8576	0.4311	0.8576	0.9261
No log	16.1333	242	1.0351	0.4465	1.0351	1.0174
No log	16.2667	244	1.0902	0.4539	1.0902	1.0441
No log	16.4	246	0.9784	0.5125	0.9784	0.9892
No log	16.5333	248	0.9170	0.4286	0.9170	0.9576
No log	16.6667	250	0.9206	0.3648	0.9206	0.9595
No log	16.8	252	0.9061	0.3957	0.9061	0.9519
No log	16.9333	254	0.9605	0.5114	0.9605	0.9800
No log	17.0667	256	0.9798	0.4902	0.9798	0.9898
No log	17.2	258	0.9283	0.4323	0.9283	0.9635
No log	17.3333	260	0.8855	0.4053	0.8855	0.9410
No log	17.4667	262	0.8623	0.4311	0.8623	0.9286
No log	17.6	264	0.8657	0.4760	0.8657	0.9304
No log	17.7333	266	0.9019	0.4037	0.9019	0.9497
No log	17.8667	268	0.9427	0.4249	0.9427	0.9709
No log	18.0	270	0.9617	0.4528	0.9617	0.9807
No log	18.1333	272	0.9613	0.3887	0.9613	0.9805
No log	18.2667	274	0.9623	0.3887	0.9623	0.9810
No log	18.4	276	0.9940	0.5426	0.9940	0.9970
No log	18.5333	278	0.9966	0.3830	0.9966	0.9983
No log	18.6667	280	0.9719	0.3734	0.9719	0.9858
No log	18.8	282	0.9272	0.4108	0.9272	0.9629
No log	18.9333	284	0.8980	0.4013	0.8980	0.9476
No log	19.0667	286	0.8703	0.5073	0.8703	0.9329
No log	19.2	288	0.8678	0.5856	0.8678	0.9316
No log	19.3333	290	0.8756	0.5753	0.8756	0.9357
No log	19.4667	292	0.8674	0.5706	0.8674	0.9313
No log	19.6	294	0.8278	0.5657	0.8278	0.9099
No log	19.7333	296	0.8194	0.6304	0.8194	0.9052
No log	19.8667	298	0.7989	0.5178	0.7989	0.8938
No log	20.0	300	0.7893	0.5854	0.7893	0.8884
No log	20.1333	302	0.8381	0.5245	0.8381	0.9155
No log	20.2667	304	0.8984	0.5333	0.8984	0.9478
No log	20.4	306	0.9561	0.5287	0.9561	0.9778
No log	20.5333	308	1.0251	0.4516	1.0251	1.0125
No log	20.6667	310	0.9944	0.5252	0.9944	0.9972
No log	20.8	312	0.9813	0.5045	0.9813	0.9906
No log	20.9333	314	0.9408	0.4898	0.9408	0.9700
No log	21.0667	316	0.9266	0.5245	0.9266	0.9626
No log	21.2	318	0.9179	0.5561	0.9179	0.9581
No log	21.3333	320	0.9415	0.5426	0.9415	0.9703
No log	21.4667	322	0.9104	0.5561	0.9104	0.9541
No log	21.6	324	0.9071	0.5536	0.9071	0.9524
No log	21.7333	326	0.9254	0.5710	0.9254	0.9620
No log	21.8667	328	0.8661	0.5473	0.8661	0.9306
No log	22.0	330	0.8331	0.5102	0.8331	0.9128
No log	22.1333	332	0.8107	0.4440	0.8107	0.9004
No log	22.2667	334	0.8108	0.5204	0.8108	0.9005
No log	22.4	336	0.8453	0.5624	0.8453	0.9194
No log	22.5333	338	0.8544	0.5624	0.8544	0.9244
No log	22.6667	340	0.8467	0.5624	0.8467	0.9201
No log	22.8	342	0.8721	0.5320	0.8721	0.9339
No log	22.9333	344	0.8589	0.5320	0.8589	0.9267
No log	23.0667	346	0.8232	0.5338	0.8232	0.9073
No log	23.2	348	0.8167	0.6001	0.8167	0.9037
No log	23.3333	350	0.8293	0.5756	0.8293	0.9106
No log	23.4667	352	0.8923	0.5109	0.8923	0.9446
No log	23.6	354	0.9334	0.4987	0.9334	0.9661
No log	23.7333	356	0.8875	0.5649	0.8875	0.9421
No log	23.8667	358	0.8549	0.5057	0.8549	0.9246
No log	24.0	360	0.8486	0.4966	0.8486	0.9212
No log	24.1333	362	0.8746	0.5979	0.8746	0.9352
No log	24.2667	364	0.9073	0.5409	0.9073	0.9525
No log	24.4	366	0.8896	0.5733	0.8896	0.9432
No log	24.5333	368	0.8613	0.5864	0.8613	0.9280
No log	24.6667	370	0.8503	0.5864	0.8503	0.9221
No log	24.8	372	0.9083	0.5409	0.9083	0.9530
No log	24.9333	374	1.0269	0.4751	1.0269	1.0133
No log	25.0667	376	1.0728	0.4561	1.0728	1.0358
No log	25.2	378	0.9722	0.4504	0.9722	0.9860
No log	25.3333	380	0.8996	0.5042	0.8996	0.9485
No log	25.4667	382	0.8635	0.4397	0.8635	0.9292
No log	25.6	384	0.8566	0.5364	0.8566	0.9255
No log	25.7333	386	0.8310	0.5233	0.8310	0.9116
No log	25.8667	388	0.8358	0.5725	0.8358	0.9142
No log	26.0	390	0.8014	0.5946	0.8014	0.8952
No log	26.1333	392	0.7840	0.5816	0.7840	0.8854
No log	26.2667	394	0.7867	0.5607	0.7867	0.8870
No log	26.4	396	0.7920	0.5997	0.7920	0.8900
No log	26.5333	398	0.8842	0.5648	0.8842	0.9403
No log	26.6667	400	0.9646	0.4689	0.9646	0.9821
No log	26.8	402	1.0412	0.4250	1.0412	1.0204
No log	26.9333	404	1.0566	0.4069	1.0566	1.0279
No log	27.0667	406	0.9670	0.4394	0.9670	0.9834
No log	27.2	408	0.9339	0.5180	0.9339	0.9664
No log	27.3333	410	0.9364	0.5180	0.9364	0.9677
No log	27.4667	412	0.9324	0.4851	0.9324	0.9656
No log	27.6	414	0.9587	0.4309	0.9587	0.9791
No log	27.7333	416	0.9324	0.4898	0.9324	0.9656
No log	27.8667	418	0.8624	0.5447	0.8624	0.9287
No log	28.0	420	0.8122	0.5136	0.8122	0.9012
No log	28.1333	422	0.8056	0.5570	0.8056	0.8976
No log	28.2667	424	0.8334	0.5562	0.8334	0.9129
No log	28.4	426	0.8317	0.5192	0.8317	0.9120
No log	28.5333	428	0.8284	0.4603	0.8284	0.9102
No log	28.6667	430	0.8404	0.4499	0.8404	0.9168
No log	28.8	432	0.8607	0.5311	0.8607	0.9278
No log	28.9333	434	0.8619	0.5698	0.8619	0.9284
No log	29.0667	436	0.8786	0.5673	0.8786	0.9374
No log	29.2	438	0.8847	0.5673	0.8847	0.9406
No log	29.3333	440	0.9068	0.5561	0.9068	0.9523
No log	29.4667	442	0.9602	0.4570	0.9602	0.9799
No log	29.6	444	0.9829	0.4655	0.9829	0.9914
No log	29.7333	446	0.9786	0.4751	0.9786	0.9893
No log	29.8667	448	0.9557	0.5090	0.9557	0.9776
No log	30.0	450	0.8926	0.4454	0.8926	0.9448
No log	30.1333	452	0.8576	0.4548	0.8576	0.9261
No log	30.2667	454	0.8567	0.4681	0.8567	0.9256
No log	30.4	456	0.8701	0.4595	0.8701	0.9328
No log	30.5333	458	0.8937	0.4734	0.8937	0.9453
No log	30.6667	460	0.9591	0.4570	0.9591	0.9793
No log	30.8	462	1.0095	0.4168	1.0095	1.0048
No log	30.9333	464	1.0124	0.4168	1.0124	1.0062
No log	31.0667	466	0.9442	0.4902	0.9442	0.9717
No log	31.2	468	0.8794	0.5339	0.8794	0.9378
No log	31.3333	470	0.8427	0.5649	0.8427	0.9180
No log	31.4667	472	0.8421	0.5759	0.8421	0.9177
No log	31.6	474	0.8463	0.5649	0.8463	0.9199
No log	31.7333	476	0.8333	0.5649	0.8333	0.9128
No log	31.8667	478	0.8017	0.5753	0.8017	0.8954
No log	32.0	480	0.7918	0.5670	0.7918	0.8898
No log	32.1333	482	0.8505	0.5624	0.8505	0.9222
No log	32.2667	484	0.8839	0.5624	0.8839	0.9402
No log	32.4	486	0.8394	0.5434	0.8394	0.9162
No log	32.5333	488	0.7835	0.5479	0.7835	0.8851
No log	32.6667	490	0.7704	0.6109	0.7704	0.8777
No log	32.8	492	0.7840	0.5587	0.7840	0.8855
No log	32.9333	494	0.8361	0.5649	0.8361	0.9144
No log	33.0667	496	0.9168	0.5426	0.9168	0.9575
No log	33.2	498	0.9716	0.4479	0.9716	0.9857
0.3243	33.3333	500	0.9646	0.4479	0.9646	0.9821
0.3243	33.4667	502	0.9027	0.5536	0.9027	0.9501
0.3243	33.6	504	0.8402	0.5424	0.8402	0.9166
0.3243	33.7333	506	0.8374	0.5471	0.8374	0.9151
0.3243	33.8667	508	0.8691	0.5585	0.8691	0.9322
0.3243	34.0	510	0.9365	0.4781	0.9365	0.9677
0.3243	34.1333	512	1.0131	0.3982	1.0131	1.0065
0.3243	34.2667	514	1.0501	0.3785	1.0501	1.0247
0.3243	34.4	516	1.0076	0.4135	1.0076	1.0038
0.3243	34.5333	518	0.9193	0.52	0.9193	0.9588
0.3243	34.6667	520	0.8478	0.5585	0.8478	0.9208
0.3243	34.8	522	0.8328	0.5756	0.8328	0.9126
0.3243	34.9333	524	0.8333	0.5519	0.8333	0.9128
0.3243	35.0667	526	0.8779	0.5537	0.8779	0.9370
0.3243	35.2	528	0.9646	0.4586	0.9646	0.9821
0.3243	35.3333	530	0.9637	0.4586	0.9637	0.9817
0.3243	35.4667	532	0.8912	0.5537	0.8912	0.9440
0.3243	35.6	534	0.8230	0.6356	0.8230	0.9072
0.3243	35.7333	536	0.8276	0.5320	0.8276	0.9097
0.3243	35.8667	538	0.8306	0.5275	0.8306	0.9114
0.3243	36.0	540	0.8092	0.5149	0.8092	0.8996
0.3243	36.1333	542	0.8176	0.6244	0.8176	0.9042
0.3243	36.2667	544	0.8935	0.5624	0.8935	0.9452
0.3243	36.4	546	0.9366	0.5	0.9366	0.9678
0.3243	36.5333	548	0.9247	0.5	0.9247	0.9616
0.3243	36.6667	550	0.8787	0.5447	0.8787	0.9374
0.3243	36.8	552	0.8386	0.5493	0.8386	0.9158
0.3243	36.9333	554	0.8280	0.5493	0.8280	0.9099
0.3243	37.0667	556	0.8096	0.5688	0.8096	0.8998
0.3243	37.2	558	0.8099	0.5688	0.8099	0.8999
0.3243	37.3333	560	0.8233	0.5359	0.8233	0.9074
0.3243	37.4667	562	0.8994	0.5218	0.8994	0.9484
0.3243	37.6	564	0.9553	0.5287	0.9553	0.9774
0.3243	37.7333	566	0.9788	0.5268	0.9788	0.9893
0.3243	37.8667	568	0.9099	0.5513	0.9099	0.9539
0.3243	38.0	570	0.8892	0.5426	0.8892	0.9430
0.3243	38.1333	572	0.8839	0.5513	0.8839	0.9402
0.3243	38.2667	574	0.8631	0.5447	0.8631	0.9290
0.3243	38.4	576	0.8600	0.5447	0.8600	0.9274
0.3243	38.5333	578	0.8903	0.5513	0.8903	0.9436
0.3243	38.6667	580	0.9017	0.52	0.9017	0.9496
0.3243	38.8	582	0.8825	0.5536	0.8825	0.9394
0.3243	38.9333	584	0.8687	0.5164	0.8687	0.9320
0.3243	39.0667	586	0.8550	0.4787	0.8550	0.9247
0.3243	39.2	588	0.8543	0.4787	0.8543	0.9243
0.3243	39.3333	590	0.8826	0.4833	0.8826	0.9395
0.3243	39.4667	592	0.9212	0.5218	0.9212	0.9598
0.3243	39.6	594	0.9532	0.4655	0.9532	0.9763
0.3243	39.7333	596	0.9728	0.4958	0.9728	0.9863
0.3243	39.8667	598	0.9402	0.5183	0.9402	0.9696
0.3243	40.0	600	0.8797	0.5624	0.8797	0.9379
0.3243	40.1333	602	0.8271	0.5648	0.8271	0.9095
0.3243	40.2667	604	0.8257	0.5648	0.8257	0.9087
0.3243	40.4	606	0.8419	0.5648	0.8419	0.9175
0.3243	40.5333	608	0.8488	0.5458	0.8488	0.9213
0.3243	40.6667	610	0.8918	0.5601	0.8918	0.9444
0.3243	40.8	612	0.9248	0.5601	0.9248	0.9617
0.3243	40.9333	614	0.9173	0.5601	0.9173	0.9578
0.3243	41.0667	616	0.9248	0.5183	0.9248	0.9617
0.3243	41.2	618	0.8898	0.5426	0.8898	0.9433
0.3243	41.3333	620	0.8615	0.5426	0.8615	0.9282
0.3243	41.4667	622	0.8719	0.5426	0.8719	0.9338
0.3243	41.6	624	0.9123	0.5513	0.9123	0.9551
0.3243	41.7333	626	0.9232	0.5513	0.9232	0.9608
0.3243	41.8667	628	0.8858	0.5426	0.8858	0.9412
0.3243	42.0	630	0.8239	0.5451	0.8239	0.9077
0.3243	42.1333	632	0.7967	0.5267	0.7967	0.8926
0.3243	42.2667	634	0.7932	0.5622	0.7932	0.8906
0.3243	42.4	636	0.7996	0.5586	0.7996	0.8942
0.3243	42.5333	638	0.8476	0.5339	0.8476	0.9207
0.3243	42.6667	640	0.8906	0.5426	0.8906	0.9437
0.3243	42.8	642	0.8862	0.5426	0.8862	0.9414
0.3243	42.9333	644	0.8662	0.5426	0.8662	0.9307
0.3243	43.0667	646	0.8706	0.5426	0.8706	0.9331
0.3243	43.2	648	0.8632	0.5426	0.8632	0.9291
0.3243	43.3333	650	0.8270	0.5359	0.8270	0.9094
0.3243	43.4667	652	0.8169	0.5586	0.8169	0.9038
0.3243	43.6	654	0.8283	0.5783	0.8283	0.9101
0.3243	43.7333	656	0.8659	0.5624	0.8659	0.9306
0.3243	43.8667	658	0.8606	0.5624	0.8606	0.9277
0.3243	44.0	660	0.8560	0.5539	0.8560	0.9252
0.3243	44.1333	662	0.8312	0.5673	0.8312	0.9117
0.3243	44.2667	664	0.8303	0.5473	0.8303	0.9112
0.3243	44.4	666	0.8331	0.5473	0.8331	0.9127
0.3243	44.5333	668	0.8373	0.4969	0.8373	0.9150
0.3243	44.6667	670	0.8734	0.5447	0.8734	0.9346
0.3243	44.8	672	0.9617	0.4972	0.9617	0.9807
0.3243	44.9333	674	1.0344	0.4436	1.0344	1.0170
0.3243	45.0667	676	1.0440	0.4436	1.0440	1.0218
0.3243	45.2	678	1.0081	0.4440	1.0081	1.0040
0.3243	45.3333	680	0.9485	0.4958	0.9485	0.9739
0.3243	45.4667	682	0.8780	0.5426	0.8780	0.9370
0.3243	45.6	684	0.8293	0.5700	0.8293	0.9107
0.3243	45.7333	686	0.8237	0.5102	0.8237	0.9076
0.3243	45.8667	688	0.8304	0.6032	0.8304	0.9112
0.3243	46.0	690	0.8288	0.5806	0.8288	0.9104
0.3243	46.1333	692	0.8331	0.5479	0.8331	0.9128
0.3243	46.2667	694	0.8635	0.5339	0.8635	0.9293
0.3243	46.4	696	0.9407	0.5166	0.9407	0.9699
0.3243	46.5333	698	0.9855	0.4639	0.9855	0.9927
0.3243	46.6667	700	0.9752	0.4647	0.9752	0.9875
0.3243	46.8	702	0.9365	0.4972	0.9365	0.9677
0.3243	46.9333	704	0.8836	0.5513	0.8836	0.9400
0.3243	47.0667	706	0.8409	0.4907	0.8409	0.9170
0.3243	47.2	708	0.8366	0.4505	0.8366	0.9146
0.3243	47.3333	710	0.8484	0.4724	0.8484	0.9211
0.3243	47.4667	712	0.8671	0.4743	0.8671	0.9312
0.3243	47.6	714	0.8787	0.5147	0.8787	0.9374
0.3243	47.7333	716	0.9046	0.4583	0.9046	0.9511
0.3243	47.8667	718	0.9065	0.4972	0.9065	0.9521
0.3243	48.0	720	0.8986	0.52	0.8986	0.9480
0.3243	48.1333	722	0.8702	0.5447	0.8702	0.9329
0.3243	48.2667	724	0.8475	0.5058	0.8475	0.9206
0.3243	48.4	726	0.8376	0.4785	0.8376	0.9152
0.3243	48.5333	728	0.8352	0.4796	0.8352	0.9139
0.3243	48.6667	730	0.8367	0.4796	0.8367	0.9147
0.3243	48.8	732	0.8441	0.4654	0.8441	0.9188
0.3243	48.9333	734	0.8537	0.5058	0.8537	0.9240
0.3243	49.0667	736	0.8503	0.5447	0.8503	0.9221
0.3243	49.2	738	0.8578	0.5447	0.8578	0.9262
0.3243	49.3333	740	0.8628	0.5447	0.8628	0.9289
0.3243	49.4667	742	0.8446	0.5058	0.8446	0.9190
0.3243	49.6	744	0.8322	0.5013	0.8322	0.9122
0.3243	49.7333	746	0.8302	0.4595	0.8302	0.9111
0.3243	49.8667	748	0.8427	0.4889	0.8427	0.9180
0.3243	50.0	750	0.8653	0.4754	0.8653	0.9302
0.3243	50.1333	752	0.8797	0.4289	0.8797	0.9379
0.3243	50.2667	754	0.8985	0.3830	0.8985	0.9479
0.3243	50.4	756	0.8942	0.3830	0.8942	0.9456
0.3243	50.5333	758	0.8737	0.4416	0.8737	0.9347
0.3243	50.6667	760	0.8664	0.4639	0.8664	0.9308
0.3243	50.8	762	0.8730	0.4412	0.8730	0.9344
0.3243	50.9333	764	0.8792	0.5102	0.8792	0.9376
0.3243	51.0667	766	0.8627	0.4323	0.8627	0.9288
0.3243	51.2	768	0.8561	0.4998	0.8561	0.9252
0.3243	51.3333	770	0.8755	0.5102	0.8755	0.9357
0.3243	51.4667	772	0.8911	0.5102	0.8911	0.9440
0.3243	51.6	774	0.9109	0.4663	0.9109	0.9544
0.3243	51.7333	776	0.9180	0.4663	0.9180	0.9581
0.3243	51.8667	778	0.8943	0.3830	0.8943	0.9457
0.3243	52.0	780	0.8685	0.3975	0.8685	0.9319
0.3243	52.1333	782	0.8639	0.4107	0.8639	0.9295
0.3243	52.2667	784	0.8732	0.4069	0.8732	0.9345
0.3243	52.4	786	0.8832	0.3716	0.8832	0.9398

Framework versions

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