ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_task7_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: 0.5952
• Qwk: 0.4124
• Mse: 0.5952
• Rmse: 0.7715

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	0.0286	2	2.4940	-0.0593	2.4940	1.5792
No log	0.0571	4	1.1080	0.2202	1.1080	1.0526
No log	0.0857	6	0.8660	-0.0764	0.8660	0.9306
No log	0.1143	8	0.8719	0.1598	0.8719	0.9338
No log	0.1429	10	1.0404	0.1955	1.0404	1.0200
No log	0.1714	12	0.9291	0.2939	0.9291	0.9639
No log	0.2	14	0.7462	0.2223	0.7462	0.8638
No log	0.2286	16	0.7882	0.1822	0.7882	0.8878
No log	0.2571	18	0.8372	0.2574	0.8372	0.9150
No log	0.2857	20	0.9314	0.1504	0.9314	0.9651
No log	0.3143	22	0.9303	-0.1275	0.9303	0.9645
No log	0.3429	24	1.0873	0.0203	1.0873	1.0427
No log	0.3714	26	1.2059	-0.0550	1.2059	1.0981
No log	0.4	28	1.0907	-0.0736	1.0907	1.0444
No log	0.4286	30	0.9270	0.0944	0.9270	0.9628
No log	0.4571	32	0.8916	0.0643	0.8916	0.9442
No log	0.4857	34	0.9851	0.1459	0.9851	0.9925
No log	0.5143	36	1.0509	0.0728	1.0509	1.0251
No log	0.5429	38	1.0080	0.1866	1.0080	1.0040
No log	0.5714	40	0.9548	0.0330	0.9548	0.9771
No log	0.6	42	1.0179	0.0071	1.0179	1.0089
No log	0.6286	44	1.1690	-0.1650	1.1690	1.0812
No log	0.6571	46	1.1454	-0.1747	1.1454	1.0702
No log	0.6857	48	1.0266	-0.0230	1.0266	1.0132
No log	0.7143	50	0.9407	0.0768	0.9407	0.9699
No log	0.7429	52	0.8397	0.0748	0.8397	0.9164
No log	0.7714	54	0.7699	0.0327	0.7699	0.8775
No log	0.8	56	0.7557	0.1181	0.7557	0.8693
No log	0.8286	58	0.7374	0.1181	0.7374	0.8587
No log	0.8571	60	0.7254	0.1569	0.7254	0.8517
No log	0.8857	62	0.7245	0.1580	0.7245	0.8512
No log	0.9143	64	0.7009	0.1775	0.7009	0.8372
No log	0.9429	66	0.7323	0.1953	0.7323	0.8557
No log	0.9714	68	0.7599	0.1815	0.7599	0.8717
No log	1.0	70	0.7418	0.1901	0.7418	0.8613
No log	1.0286	72	0.7159	0.2007	0.7159	0.8461
No log	1.0571	74	0.7174	0.0393	0.7174	0.8470
No log	1.0857	76	0.8260	0.0078	0.8260	0.9089
No log	1.1143	78	0.9279	0.1334	0.9279	0.9633
No log	1.1429	80	0.8823	0.0547	0.8823	0.9393
No log	1.1714	82	0.8237	0.0474	0.8237	0.9076
No log	1.2	84	0.7777	0.1775	0.7777	0.8819
No log	1.2286	86	0.8327	0.2883	0.8327	0.9125
No log	1.2571	88	0.7931	0.2950	0.7931	0.8906
No log	1.2857	90	0.7408	0.1498	0.7408	0.8607
No log	1.3143	92	0.7638	0.0410	0.7638	0.8739
No log	1.3429	94	0.7697	0.0410	0.7697	0.8773
No log	1.3714	96	0.7943	0.0495	0.7943	0.8913
No log	1.4	98	0.7747	0.0893	0.7747	0.8801
No log	1.4286	100	0.7139	0.0376	0.7139	0.8449
No log	1.4571	102	0.6943	0.0344	0.6943	0.8333
No log	1.4857	104	0.6917	0.0725	0.6917	0.8317
No log	1.5143	106	0.7001	0.1790	0.7001	0.8367
No log	1.5429	108	0.7516	0.2751	0.7516	0.8669
No log	1.5714	110	0.7801	0.2521	0.7801	0.8832
No log	1.6	112	0.7532	0.2077	0.7532	0.8679
No log	1.6286	114	0.7450	0.2077	0.7450	0.8631
No log	1.6571	116	0.7436	0.2077	0.7436	0.8623
No log	1.6857	118	0.6918	0.2685	0.6918	0.8317
No log	1.7143	120	0.7123	0.2548	0.7123	0.8440
No log	1.7429	122	0.8075	0.3459	0.8075	0.8986
No log	1.7714	124	0.9138	0.3228	0.9138	0.9559
No log	1.8	126	0.9269	0.3193	0.9269	0.9628
No log	1.8286	128	0.8317	0.3300	0.8317	0.9120
No log	1.8571	130	0.7212	0.2800	0.7212	0.8492
No log	1.8857	132	0.7142	0.2109	0.7142	0.8451
No log	1.9143	134	0.7987	0.3544	0.7987	0.8937
No log	1.9429	136	0.8028	0.4002	0.8028	0.8960
No log	1.9714	138	0.7330	0.3157	0.7330	0.8562
No log	2.0	140	0.6794	0.2182	0.6794	0.8243
No log	2.0286	142	0.6687	0.1010	0.6687	0.8177
No log	2.0571	144	0.7354	0.3299	0.7354	0.8576
No log	2.0857	146	0.7837	0.3594	0.7837	0.8853
No log	2.1143	148	0.7666	0.3271	0.7666	0.8755
No log	2.1429	150	0.7081	0.1850	0.7081	0.8415
No log	2.1714	152	0.6970	0.1051	0.6970	0.8349
No log	2.2	154	0.6964	0.1432	0.6964	0.8345
No log	2.2286	156	0.6833	0.1760	0.6833	0.8266
No log	2.2571	158	0.6956	0.2109	0.6956	0.8340
No log	2.2857	160	0.7058	0.2313	0.7058	0.8401
No log	2.3143	162	0.7033	0.2140	0.7033	0.8386
No log	2.3429	164	0.7015	0.1573	0.7015	0.8375
No log	2.3714	166	0.7183	0.2373	0.7183	0.8475
No log	2.4	168	0.7116	0.2488	0.7116	0.8435
No log	2.4286	170	0.6849	0.3213	0.6849	0.8276
No log	2.4571	172	0.6725	0.3556	0.6725	0.8201
No log	2.4857	174	0.6695	0.3007	0.6695	0.8182
No log	2.5143	176	0.6969	0.3201	0.6969	0.8348
No log	2.5429	178	0.7161	0.3201	0.7161	0.8462
No log	2.5714	180	0.6935	0.2540	0.6935	0.8328
No log	2.6	182	0.6636	0.1839	0.6636	0.8146
No log	2.6286	184	0.7215	0.4023	0.7215	0.8494
No log	2.6571	186	0.7760	0.4023	0.7760	0.8809
No log	2.6857	188	0.7149	0.3329	0.7149	0.8455
No log	2.7143	190	0.6611	0.3689	0.6611	0.8131
No log	2.7429	192	0.6958	0.3305	0.6958	0.8341
No log	2.7714	194	0.7289	0.3357	0.7289	0.8538
No log	2.8	196	0.7072	0.3069	0.7072	0.8409
No log	2.8286	198	0.6662	0.3100	0.6662	0.8162
No log	2.8571	200	0.6909	0.3970	0.6909	0.8312
No log	2.8857	202	0.7259	0.3452	0.7259	0.8520
No log	2.9143	204	0.7963	0.4389	0.7963	0.8924
No log	2.9429	206	0.8080	0.4243	0.8080	0.8989
No log	2.9714	208	0.7822	0.4243	0.7822	0.8844
No log	3.0	210	0.7378	0.3713	0.7378	0.8590
No log	3.0286	212	0.7019	0.3625	0.7019	0.8378
No log	3.0571	214	0.7000	0.3702	0.7000	0.8367
No log	3.0857	216	0.7092	0.2929	0.7092	0.8422
No log	3.1143	218	0.7215	0.3511	0.7215	0.8494
No log	3.1429	220	0.7203	0.2999	0.7203	0.8487
No log	3.1714	222	0.7164	0.3272	0.7164	0.8464
No log	3.2	224	0.7115	0.3738	0.7115	0.8435
No log	3.2286	226	0.7528	0.3202	0.7528	0.8677
No log	3.2571	228	0.8231	0.3123	0.8231	0.9072
No log	3.2857	230	0.8735	0.3657	0.8735	0.9346
No log	3.3143	232	0.8557	0.3381	0.8557	0.9250
No log	3.3429	234	0.7676	0.2624	0.7676	0.8761
No log	3.3714	236	0.7543	0.3239	0.7543	0.8685
No log	3.4	238	0.7753	0.3118	0.7753	0.8805
No log	3.4286	240	0.8047	0.2681	0.8047	0.8970
No log	3.4571	242	0.8177	0.2414	0.8177	0.9043
No log	3.4857	244	0.7784	0.2465	0.7784	0.8823
No log	3.5143	246	0.7378	0.3677	0.7378	0.8589
No log	3.5429	248	0.7511	0.4036	0.7511	0.8667
No log	3.5714	250	0.7150	0.3984	0.7150	0.8456
No log	3.6	252	0.6556	0.3861	0.6556	0.8097
No log	3.6286	254	0.6589	0.3541	0.6589	0.8117
No log	3.6571	256	0.7215	0.4199	0.7215	0.8494
No log	3.6857	258	0.7601	0.4545	0.7601	0.8718
No log	3.7143	260	0.6680	0.4747	0.6680	0.8173
No log	3.7429	262	0.6156	0.4382	0.6156	0.7846
No log	3.7714	264	0.5972	0.4287	0.5972	0.7728
No log	3.8	266	0.5857	0.4569	0.5857	0.7653
No log	3.8286	268	0.5845	0.4278	0.5845	0.7645
No log	3.8571	270	0.6260	0.4854	0.6260	0.7912
No log	3.8857	272	0.6054	0.4964	0.6054	0.7780
No log	3.9143	274	0.5824	0.4358	0.5824	0.7631
No log	3.9429	276	0.5870	0.4194	0.5870	0.7661
No log	3.9714	278	0.6026	0.4171	0.6026	0.7763
No log	4.0	280	0.6158	0.4314	0.6158	0.7847
No log	4.0286	282	0.6376	0.4229	0.6376	0.7985
No log	4.0571	284	0.6548	0.4314	0.6548	0.8092
No log	4.0857	286	0.6528	0.4591	0.6528	0.8080
No log	4.1143	288	0.6415	0.3939	0.6415	0.8009
No log	4.1429	290	0.6403	0.3984	0.6403	0.8002
No log	4.1714	292	0.6437	0.4051	0.6437	0.8023
No log	4.2	294	0.6349	0.4082	0.6349	0.7968
No log	4.2286	296	0.7039	0.3481	0.7039	0.8390
No log	4.2571	298	0.7210	0.3739	0.7210	0.8491
No log	4.2857	300	0.7037	0.3673	0.7037	0.8389
No log	4.3143	302	0.6959	0.4321	0.6959	0.8342
No log	4.3429	304	0.6401	0.4533	0.6401	0.8001
No log	4.3714	306	0.7031	0.5170	0.7031	0.8385
No log	4.4	308	0.7732	0.4949	0.7732	0.8793
No log	4.4286	310	0.7983	0.4385	0.7983	0.8935
No log	4.4571	312	0.7534	0.4023	0.7534	0.8680
No log	4.4857	314	0.6401	0.4473	0.6401	0.8001
No log	4.5143	316	0.6097	0.4158	0.6097	0.7808
No log	4.5429	318	0.6627	0.4832	0.6627	0.8141
No log	4.5714	320	0.6799	0.4480	0.6799	0.8245
No log	4.6	322	0.6561	0.4435	0.6561	0.8100
No log	4.6286	324	0.6624	0.4206	0.6624	0.8139
No log	4.6571	326	0.6442	0.4642	0.6442	0.8026
No log	4.6857	328	0.6355	0.4227	0.6355	0.7972
No log	4.7143	330	0.6300	0.4856	0.6300	0.7938
No log	4.7429	332	0.6477	0.4058	0.6477	0.8048
No log	4.7714	334	0.6701	0.3093	0.6701	0.8186
No log	4.8	336	0.6395	0.4562	0.6395	0.7997
No log	4.8286	338	0.6289	0.4640	0.6289	0.7930
No log	4.8571	340	0.6395	0.4640	0.6395	0.7997
No log	4.8857	342	0.6348	0.4619	0.6348	0.7967
No log	4.9143	344	0.6434	0.4402	0.6434	0.8021
No log	4.9429	346	0.6617	0.3972	0.6617	0.8134
No log	4.9714	348	0.6591	0.3972	0.6591	0.8119
No log	5.0	350	0.6527	0.4295	0.6527	0.8079
No log	5.0286	352	0.6337	0.4619	0.6337	0.7960
No log	5.0571	354	0.6315	0.4848	0.6315	0.7947
No log	5.0857	356	0.6398	0.4655	0.6398	0.7999
No log	5.1143	358	0.6547	0.4370	0.6547	0.8091
No log	5.1429	360	0.6268	0.4227	0.6268	0.7917
No log	5.1714	362	0.5927	0.4402	0.5927	0.7699
No log	5.2	364	0.6037	0.4743	0.6037	0.7770
No log	5.2286	366	0.6003	0.4617	0.6003	0.7748
No log	5.2571	368	0.5990	0.5107	0.5990	0.7740
No log	5.2857	370	0.6087	0.4615	0.6087	0.7802
No log	5.3143	372	0.5871	0.5107	0.5871	0.7662
No log	5.3429	374	0.5737	0.5089	0.5737	0.7574
No log	5.3714	376	0.5654	0.4828	0.5654	0.7519
No log	5.4	378	0.5889	0.5034	0.5889	0.7674
No log	5.4286	380	0.5948	0.4335	0.5948	0.7713
No log	5.4571	382	0.6175	0.4606	0.6175	0.7858
No log	5.4857	384	0.5851	0.4597	0.5851	0.7649
No log	5.5143	386	0.5784	0.4513	0.5784	0.7605
No log	5.5429	388	0.5632	0.4292	0.5632	0.7505
No log	5.5714	390	0.5674	0.3980	0.5674	0.7533
No log	5.6	392	0.5668	0.4085	0.5668	0.7528
No log	5.6286	394	0.5601	0.4341	0.5601	0.7484
No log	5.6571	396	0.5646	0.4341	0.5646	0.7514
No log	5.6857	398	0.5598	0.4268	0.5598	0.7482
No log	5.7143	400	0.5870	0.4478	0.5870	0.7662
No log	5.7429	402	0.5989	0.4017	0.5989	0.7739
No log	5.7714	404	0.5950	0.4155	0.5950	0.7714
No log	5.8	406	0.5888	0.4724	0.5888	0.7673
No log	5.8286	408	0.5923	0.4375	0.5923	0.7696
No log	5.8571	410	0.6157	0.4081	0.6157	0.7847
No log	5.8857	412	0.6365	0.4408	0.6365	0.7978
No log	5.9143	414	0.6110	0.4186	0.6110	0.7817
No log	5.9429	416	0.5956	0.4222	0.5956	0.7718
No log	5.9714	418	0.6161	0.5079	0.6161	0.7849
No log	6.0	420	0.6189	0.5152	0.6189	0.7867
No log	6.0286	422	0.6069	0.4543	0.6069	0.7790
No log	6.0571	424	0.5924	0.4757	0.5924	0.7697
No log	6.0857	426	0.5821	0.5373	0.5821	0.7630
No log	6.1143	428	0.5656	0.5373	0.5656	0.7520
No log	6.1429	430	0.5567	0.4892	0.5567	0.7461
No log	6.1714	432	0.5550	0.5235	0.5550	0.7450
No log	6.2	434	0.5468	0.5235	0.5468	0.7394
No log	6.2286	436	0.5453	0.5201	0.5453	0.7384
No log	6.2571	438	0.5480	0.5151	0.5480	0.7403
No log	6.2857	440	0.5498	0.5698	0.5498	0.7415
No log	6.3143	442	0.5774	0.4916	0.5774	0.7599
No log	6.3429	444	0.5932	0.4862	0.5932	0.7702
No log	6.3714	446	0.5696	0.4907	0.5696	0.7547
No log	6.4	448	0.6270	0.5511	0.6270	0.7918
No log	6.4286	450	0.6750	0.5552	0.6750	0.8216
No log	6.4571	452	0.6408	0.5669	0.6408	0.8005
No log	6.4857	454	0.6097	0.5383	0.6097	0.7809
No log	6.5143	456	0.5921	0.4973	0.5921	0.7695
No log	6.5429	458	0.6178	0.4592	0.6178	0.7860
No log	6.5714	460	0.6479	0.4144	0.6479	0.8049
No log	6.6	462	0.6060	0.4587	0.6060	0.7785
No log	6.6286	464	0.5933	0.5115	0.5933	0.7702
No log	6.6571	466	0.6008	0.4428	0.6008	0.7751
No log	6.6857	468	0.6397	0.4644	0.6397	0.7998
No log	6.7143	470	0.6896	0.4284	0.6896	0.8304
No log	6.7429	472	0.6654	0.4495	0.6654	0.8157
No log	6.7714	474	0.5931	0.4562	0.5931	0.7702
No log	6.8	476	0.5559	0.5057	0.5559	0.7456
No log	6.8286	478	0.5700	0.5373	0.5700	0.7550
No log	6.8571	480	0.5801	0.5057	0.5801	0.7617
No log	6.8857	482	0.6239	0.3723	0.6239	0.7899
No log	6.9143	484	0.6838	0.4522	0.6838	0.8269
No log	6.9429	486	0.6782	0.3482	0.6782	0.8235
No log	6.9714	488	0.6741	0.3482	0.6741	0.8210
No log	7.0	490	0.6678	0.3723	0.6678	0.8172
No log	7.0286	492	0.6500	0.3197	0.6500	0.8062
No log	7.0571	494	0.6253	0.3658	0.6253	0.7908
No log	7.0857	496	0.6145	0.4451	0.6145	0.7839
No log	7.1143	498	0.6113	0.3635	0.6113	0.7819
0.3638	7.1429	500	0.6281	0.3888	0.6281	0.7925
0.3638	7.1714	502	0.6108	0.3888	0.6108	0.7815
0.3638	7.2	504	0.5758	0.4248	0.5758	0.7588
0.3638	7.2286	506	0.5671	0.5089	0.5671	0.7530
0.3638	7.2571	508	0.5555	0.5505	0.5555	0.7453
0.3638	7.2857	510	0.5359	0.5022	0.5359	0.7321
0.3638	7.3143	512	0.5256	0.5268	0.5256	0.7250
0.3638	7.3429	514	0.5198	0.5681	0.5198	0.7210
0.3638	7.3714	516	0.5206	0.5003	0.5206	0.7215
0.3638	7.4	518	0.5291	0.5324	0.5291	0.7274
0.3638	7.4286	520	0.5339	0.4864	0.5339	0.7307
0.3638	7.4571	522	0.5394	0.4941	0.5394	0.7345
0.3638	7.4857	524	0.5400	0.5323	0.5400	0.7348
0.3638	7.5143	526	0.5386	0.5114	0.5386	0.7339
0.3638	7.5429	528	0.5475	0.4378	0.5475	0.7399
0.3638	7.5714	530	0.5677	0.4182	0.5677	0.7535
0.3638	7.6	532	0.5753	0.4459	0.5753	0.7585
0.3638	7.6286	534	0.5830	0.4984	0.5830	0.7635
0.3638	7.6571	536	0.5741	0.4475	0.5741	0.7577
0.3638	7.6857	538	0.5737	0.4441	0.5737	0.7574
0.3638	7.7143	540	0.5751	0.4504	0.5751	0.7583
0.3638	7.7429	542	0.5762	0.4441	0.5762	0.7591
0.3638	7.7714	544	0.5878	0.4201	0.5878	0.7667
0.3638	7.8	546	0.6027	0.4356	0.6027	0.7763
0.3638	7.8286	548	0.5978	0.4106	0.5978	0.7732
0.3638	7.8571	550	0.5808	0.4505	0.5808	0.7621
0.3638	7.8857	552	0.5842	0.5118	0.5842	0.7643
0.3638	7.9143	554	0.5865	0.5753	0.5865	0.7658
0.3638	7.9429	556	0.5709	0.4975	0.5709	0.7556
0.3638	7.9714	558	0.5716	0.4586	0.5716	0.7560
0.3638	8.0	560	0.5633	0.5020	0.5633	0.7505
0.3638	8.0286	562	0.5571	0.5692	0.5571	0.7464
0.3638	8.0571	564	0.5757	0.5428	0.5757	0.7587
0.3638	8.0857	566	0.5658	0.5840	0.5658	0.7522
0.3638	8.1143	568	0.5610	0.5888	0.5610	0.7490
0.3638	8.1429	570	0.5715	0.5373	0.5715	0.7560
0.3638	8.1714	572	0.5871	0.6105	0.5871	0.7662
0.3638	8.2	574	0.6046	0.5352	0.6046	0.7776
0.3638	8.2286	576	0.6055	0.4924	0.6055	0.7782
0.3638	8.2571	578	0.6161	0.4772	0.6161	0.7849
0.3638	8.2857	580	0.6052	0.4924	0.6052	0.7779
0.3638	8.3143	582	0.5997	0.5070	0.5997	0.7744
0.3638	8.3429	584	0.6177	0.5159	0.6177	0.7859
0.3638	8.3714	586	0.5941	0.5221	0.5941	0.7708
0.3638	8.4	588	0.5869	0.5195	0.5869	0.7661
0.3638	8.4286	590	0.6184	0.4681	0.6184	0.7864
0.3638	8.4571	592	0.6120	0.4557	0.6120	0.7823
0.3638	8.4857	594	0.5789	0.5063	0.5789	0.7609
0.3638	8.5143	596	0.5664	0.5288	0.5664	0.7526
0.3638	8.5429	598	0.5588	0.5079	0.5588	0.7475
0.3638	8.5714	600	0.5522	0.4661	0.5522	0.7431
0.3638	8.6	602	0.5459	0.4839	0.5459	0.7389
0.3638	8.6286	604	0.5345	0.4644	0.5345	0.7311
0.3638	8.6571	606	0.5344	0.4737	0.5344	0.7310
0.3638	8.6857	608	0.5425	0.4737	0.5425	0.7365
0.3638	8.7143	610	0.5805	0.4441	0.5805	0.7619
0.3638	8.7429	612	0.5863	0.4263	0.5863	0.7657
0.3638	8.7714	614	0.5507	0.4663	0.5507	0.7421
0.3638	8.8	616	0.5286	0.5273	0.5286	0.7271
0.3638	8.8286	618	0.5266	0.5363	0.5266	0.7257
0.3638	8.8571	620	0.5364	0.6245	0.5364	0.7324
0.3638	8.8857	622	0.5308	0.6245	0.5308	0.7285
0.3638	8.9143	624	0.5154	0.5572	0.5154	0.7179
0.3638	8.9429	626	0.5151	0.5572	0.5151	0.7177
0.3638	8.9714	628	0.5138	0.5288	0.5138	0.7168
0.3638	9.0	630	0.5102	0.4856	0.5102	0.7143
0.3638	9.0286	632	0.5097	0.4985	0.5097	0.7139
0.3638	9.0571	634	0.5125	0.4985	0.5125	0.7159
0.3638	9.0857	636	0.5416	0.5345	0.5416	0.7359
0.3638	9.1143	638	0.5803	0.4845	0.5803	0.7618
0.3638	9.1429	640	0.6121	0.4759	0.6121	0.7823
0.3638	9.1714	642	0.6185	0.4887	0.6185	0.7865
0.3638	9.2	644	0.5912	0.4218	0.5912	0.7689
0.3638	9.2286	646	0.5608	0.4336	0.5608	0.7489
0.3638	9.2571	648	0.5695	0.4336	0.5695	0.7546
0.3638	9.2857	650	0.5530	0.4582	0.5530	0.7436
0.3638	9.3143	652	0.5323	0.5444	0.5323	0.7296
0.3638	9.3429	654	0.5332	0.5619	0.5332	0.7302
0.3638	9.3714	656	0.5357	0.5421	0.5357	0.7319
0.3638	9.4	658	0.5354	0.5549	0.5354	0.7317
0.3638	9.4286	660	0.5566	0.4356	0.5566	0.7460
0.3638	9.4571	662	0.5906	0.4782	0.5906	0.7685
0.3638	9.4857	664	0.5810	0.4336	0.5810	0.7622
0.3638	9.5143	666	0.5706	0.4013	0.5706	0.7554
0.3638	9.5429	668	0.5863	0.4742	0.5863	0.7657
0.3638	9.5714	670	0.6025	0.4849	0.6025	0.7762
0.3638	9.6	672	0.5908	0.4322	0.5908	0.7686
0.3638	9.6286	674	0.5804	0.4562	0.5804	0.7618
0.3638	9.6571	676	0.5776	0.4754	0.5776	0.7600
0.3638	9.6857	678	0.5678	0.5142	0.5678	0.7536
0.3638	9.7143	680	0.5625	0.5269	0.5625	0.7500
0.3638	9.7429	682	0.5659	0.5672	0.5659	0.7523
0.3638	9.7714	684	0.5789	0.5611	0.5789	0.7609
0.3638	9.8	686	0.5516	0.5672	0.5516	0.7427
0.3638	9.8286	688	0.5269	0.5589	0.5269	0.7259
0.3638	9.8571	690	0.5549	0.4737	0.5549	0.7449
0.3638	9.8857	692	0.5963	0.4646	0.5963	0.7722
0.3638	9.9143	694	0.5746	0.4719	0.5746	0.7580
0.3638	9.9429	696	0.5222	0.5164	0.5222	0.7226
0.3638	9.9714	698	0.5130	0.5179	0.5130	0.7163
0.3638	10.0	700	0.5276	0.4460	0.5276	0.7264
0.3638	10.0286	702	0.5142	0.5103	0.5142	0.7171
0.3638	10.0571	704	0.5115	0.5103	0.5115	0.7152
0.3638	10.0857	706	0.5124	0.5257	0.5124	0.7158
0.3638	10.1143	708	0.5191	0.4532	0.5191	0.7205
0.3638	10.1429	710	0.5092	0.5190	0.5092	0.7136
0.3638	10.1714	712	0.5017	0.5707	0.5017	0.7083
0.3638	10.2	714	0.5211	0.5999	0.5211	0.7219
0.3638	10.2286	716	0.5357	0.6013	0.5357	0.7319
0.3638	10.2571	718	0.5418	0.6013	0.5418	0.7361
0.3638	10.2857	720	0.5444	0.6013	0.5444	0.7378
0.3638	10.3143	722	0.5418	0.5796	0.5418	0.7361
0.3638	10.3429	724	0.5298	0.5079	0.5298	0.7279
0.3638	10.3714	726	0.5310	0.4160	0.5310	0.7287
0.3638	10.4	728	0.5366	0.4634	0.5366	0.7325
0.3638	10.4286	730	0.5414	0.3995	0.5414	0.7358
0.3638	10.4571	732	0.5418	0.4425	0.5418	0.7361
0.3638	10.4857	734	0.5380	0.4492	0.5380	0.7335
0.3638	10.5143	736	0.5325	0.4970	0.5325	0.7297
0.3638	10.5429	738	0.5255	0.5357	0.5255	0.7249
0.3638	10.5714	740	0.5197	0.5288	0.5197	0.7209
0.3638	10.6	742	0.5181	0.5589	0.5181	0.7198
0.3638	10.6286	744	0.5202	0.5589	0.5202	0.7212
0.3638	10.6571	746	0.5237	0.5589	0.5237	0.7237
0.3638	10.6857	748	0.5225	0.5222	0.5225	0.7228
0.3638	10.7143	750	0.5236	0.4568	0.5236	0.7236
0.3638	10.7429	752	0.5333	0.5030	0.5333	0.7303
0.3638	10.7714	754	0.5577	0.4795	0.5577	0.7468
0.3638	10.8	756	0.5527	0.5015	0.5527	0.7434
0.3638	10.8286	758	0.5362	0.5115	0.5362	0.7322
0.3638	10.8571	760	0.5428	0.5032	0.5428	0.7368
0.3638	10.8857	762	0.5736	0.5140	0.5736	0.7574
0.3638	10.9143	764	0.5791	0.5140	0.5791	0.7610
0.3638	10.9429	766	0.5682	0.5568	0.5682	0.7538
0.3638	10.9714	768	0.5549	0.5568	0.5549	0.7449
0.3638	11.0	770	0.5779	0.5357	0.5779	0.7602
0.3638	11.0286	772	0.6003	0.5059	0.6003	0.7748
0.3638	11.0571	774	0.5961	0.4997	0.5961	0.7721
0.3638	11.0857	776	0.6389	0.4904	0.6389	0.7993
0.3638	11.1143	778	0.6788	0.5024	0.6788	0.8239
0.3638	11.1429	780	0.6435	0.4904	0.6435	0.8022
0.3638	11.1714	782	0.6039	0.5076	0.6039	0.7771
0.3638	11.2	784	0.5689	0.5583	0.5689	0.7543
0.3638	11.2286	786	0.5563	0.5597	0.5563	0.7458
0.3638	11.2571	788	0.5535	0.5597	0.5535	0.7440
0.3638	11.2857	790	0.5593	0.5173	0.5593	0.7479
0.3638	11.3143	792	0.5772	0.4916	0.5772	0.7598
0.3638	11.3429	794	0.6174	0.4836	0.6174	0.7857
0.3638	11.3714	796	0.6012	0.4916	0.6012	0.7754
0.3638	11.4	798	0.5678	0.4916	0.5678	0.7535
0.3638	11.4286	800	0.5267	0.4916	0.5267	0.7257
0.3638	11.4571	802	0.5066	0.5516	0.5066	0.7118
0.3638	11.4857	804	0.5080	0.5327	0.5080	0.7128
0.3638	11.5143	806	0.5428	0.4916	0.5428	0.7367
0.3638	11.5429	808	0.5765	0.4916	0.5765	0.7593
0.3638	11.5714	810	0.5653	0.4916	0.5653	0.7519
0.3638	11.6	812	0.5307	0.4754	0.5307	0.7285
0.3638	11.6286	814	0.5202	0.5888	0.5202	0.7213
0.3638	11.6571	816	0.5302	0.5555	0.5302	0.7281
0.3638	11.6857	818	0.5232	0.5888	0.5232	0.7234
0.3638	11.7143	820	0.5300	0.5242	0.5300	0.7280
0.3638	11.7429	822	0.5708	0.4795	0.5708	0.7555
0.3638	11.7714	824	0.6249	0.4684	0.6249	0.7905
0.3638	11.8	826	0.6093	0.4684	0.6093	0.7806
0.3638	11.8286	828	0.5515	0.4782	0.5515	0.7426
0.3638	11.8571	830	0.5267	0.5034	0.5267	0.7257
0.3638	11.8857	832	0.5253	0.6046	0.5253	0.7248
0.3638	11.9143	834	0.5366	0.5612	0.5366	0.7325
0.3638	11.9429	836	0.5451	0.5742	0.5451	0.7383
0.3638	11.9714	838	0.5617	0.5572	0.5617	0.7495
0.3638	12.0	840	0.5870	0.5674	0.5870	0.7662
0.3638	12.0286	842	0.5874	0.5741	0.5874	0.7664
0.3638	12.0571	844	0.5578	0.5519	0.5578	0.7469
0.3638	12.0857	846	0.5394	0.5476	0.5394	0.7345
0.3638	12.1143	848	0.5415	0.4681	0.5415	0.7359
0.3638	12.1429	850	0.5575	0.4568	0.5575	0.7466
0.3638	12.1714	852	0.5786	0.4916	0.5786	0.7607
0.3638	12.2	854	0.5806	0.4916	0.5806	0.7620
0.3638	12.2286	856	0.5607	0.4782	0.5607	0.7488
0.3638	12.2571	858	0.5369	0.4504	0.5369	0.7328
0.3638	12.2857	860	0.5336	0.4816	0.5336	0.7305
0.3638	12.3143	862	0.5334	0.4314	0.5334	0.7303
0.3638	12.3429	864	0.5380	0.5123	0.5380	0.7335
0.3638	12.3714	866	0.5519	0.4542	0.5519	0.7429
0.3638	12.4	868	0.5865	0.4218	0.5865	0.7658
0.3638	12.4286	870	0.5877	0.4218	0.5877	0.7666
0.3638	12.4571	872	0.5680	0.4542	0.5680	0.7537
0.3638	12.4857	874	0.5475	0.4428	0.5475	0.7399
0.3638	12.5143	876	0.5301	0.5323	0.5301	0.7281
0.3638	12.5429	878	0.5340	0.4991	0.5340	0.7307
0.3638	12.5714	880	0.5319	0.4484	0.5319	0.7293
0.3638	12.6	882	0.5391	0.4774	0.5391	0.7342
0.3638	12.6286	884	0.6026	0.4444	0.6026	0.7763
0.3638	12.6571	886	0.6712	0.4369	0.6713	0.8193
0.3638	12.6857	888	0.6681	0.4369	0.6681	0.8174
0.3638	12.7143	890	0.6447	0.4606	0.6447	0.8030
0.3638	12.7429	892	0.6206	0.4263	0.6206	0.7878
0.3638	12.7714	894	0.6111	0.4212	0.6111	0.7818
0.3638	12.8	896	0.6201	0.4390	0.6201	0.7875
0.3638	12.8286	898	0.6450	0.4371	0.6450	0.8031
0.3638	12.8571	900	0.6321	0.4539	0.6321	0.7950
0.3638	12.8857	902	0.5968	0.5029	0.5968	0.7725
0.3638	12.9143	904	0.5705	0.5515	0.5705	0.7553
0.3638	12.9429	906	0.5678	0.5518	0.5678	0.7535
0.3638	12.9714	908	0.5711	0.5580	0.5711	0.7557
0.3638	13.0	910	0.5960	0.4609	0.5960	0.7720
0.3638	13.0286	912	0.6218	0.4441	0.6218	0.7886
0.3638	13.0571	914	0.6082	0.4390	0.6082	0.7799
0.3638	13.0857	916	0.5807	0.5383	0.5807	0.7620
0.3638	13.1143	918	0.5729	0.5529	0.5729	0.7569
0.3638	13.1429	920	0.5711	0.5320	0.5711	0.7557
0.3638	13.1714	922	0.5703	0.5179	0.5703	0.7552
0.3638	13.2	924	0.5657	0.4812	0.5657	0.7521
0.3638	13.2286	926	0.6002	0.4093	0.6002	0.7747
0.3638	13.2571	928	0.6685	0.4444	0.6685	0.8176
0.3638	13.2857	930	0.7251	0.4444	0.7251	0.8515
0.3638	13.3143	932	0.7279	0.4531	0.7279	0.8532
0.3638	13.3429	934	0.6640	0.4531	0.6640	0.8149
0.3638	13.3714	936	0.5815	0.4513	0.5815	0.7625
0.3638	13.4	938	0.5497	0.5195	0.5497	0.7414
0.3638	13.4286	940	0.5407	0.5397	0.5407	0.7353
0.3638	13.4571	942	0.5521	0.5164	0.5521	0.7430
0.3638	13.4857	944	0.5931	0.4531	0.5931	0.7701
0.3638	13.5143	946	0.5896	0.4531	0.5896	0.7678
0.3638	13.5429	948	0.5491	0.4684	0.5491	0.7410
0.3638	13.5714	950	0.5259	0.4737	0.5259	0.7252
0.3638	13.6	952	0.5104	0.5612	0.5104	0.7144
0.3638	13.6286	954	0.5121	0.5109	0.5121	0.7156
0.3638	13.6571	956	0.5499	0.4684	0.5499	0.7416
0.3638	13.6857	958	0.5751	0.4606	0.5751	0.7584
0.3638	13.7143	960	0.5479	0.5149	0.5479	0.7402
0.3638	13.7429	962	0.5192	0.5239	0.5192	0.7206
0.3638	13.7714	964	0.5133	0.5173	0.5133	0.7165
0.3638	13.8	966	0.5209	0.5388	0.5209	0.7218
0.3638	13.8286	968	0.5348	0.5103	0.5348	0.7313
0.3638	13.8571	970	0.5453	0.5784	0.5453	0.7384
0.3638	13.8857	972	0.5507	0.5621	0.5507	0.7421
0.3638	13.9143	974	0.5616	0.5556	0.5616	0.7494
0.3638	13.9429	976	0.5556	0.5621	0.5556	0.7454
0.3638	13.9714	978	0.5463	0.5426	0.5463	0.7391
0.3638	14.0	980	0.5453	0.4924	0.5453	0.7385
0.3638	14.0286	982	0.5676	0.4263	0.5676	0.7534
0.3638	14.0571	984	0.5710	0.4684	0.5710	0.7557
0.3638	14.0857	986	0.5470	0.4684	0.5470	0.7396
0.3638	14.1143	988	0.5391	0.5016	0.5391	0.7342
0.3638	14.1429	990	0.5277	0.5201	0.5277	0.7264
0.3638	14.1714	992	0.5214	0.5357	0.5214	0.7221
0.3638	14.2	994	0.5244	0.5434	0.5244	0.7241
0.3638	14.2286	996	0.5304	0.5210	0.5304	0.7283
0.3638	14.2571	998	0.5407	0.5273	0.5407	0.7353
0.0822	14.2857	1000	0.5560	0.4772	0.5560	0.7457
0.0822	14.3143	1002	0.5901	0.4980	0.5901	0.7682
0.0822	14.3429	1004	0.6061	0.4684	0.6061	0.7785
0.0822	14.3714	1006	0.5896	0.4916	0.5896	0.7678
0.0822	14.4	1008	0.5693	0.4703	0.5693	0.7546
0.0822	14.4286	1010	0.5513	0.4642	0.5513	0.7425
0.0822	14.4571	1012	0.5512	0.4788	0.5512	0.7425
0.0822	14.4857	1014	0.5615	0.4484	0.5615	0.7493
0.0822	14.5143	1016	0.6062	0.4606	0.6062	0.7786
0.0822	14.5429	1018	0.6138	0.4606	0.6138	0.7834
0.0822	14.5714	1020	0.5726	0.4916	0.5726	0.7567
0.0822	14.6	1022	0.5380	0.4715	0.5380	0.7335
0.0822	14.6286	1024	0.5435	0.5953	0.5435	0.7372
0.0822	14.6571	1026	0.5693	0.5941	0.5693	0.7545
0.0822	14.6857	1028	0.5680	0.6195	0.5680	0.7536
0.0822	14.7143	1030	0.5378	0.6310	0.5378	0.7334
0.0822	14.7429	1032	0.5343	0.5501	0.5343	0.7309
0.0822	14.7714	1034	0.5606	0.5013	0.5606	0.7488
0.0822	14.8	1036	0.5868	0.4646	0.5868	0.7660
0.0822	14.8286	1038	0.5480	0.5014	0.5480	0.7403
0.0822	14.8571	1040	0.5333	0.5014	0.5333	0.7302
0.0822	14.8857	1042	0.5224	0.5226	0.5224	0.7228
0.0822	14.9143	1044	0.4959	0.5419	0.4959	0.7042
0.0822	14.9429	1046	0.5023	0.6198	0.5023	0.7087
0.0822	14.9714	1048	0.5141	0.6310	0.5141	0.7170
0.0822	15.0	1050	0.5189	0.6064	0.5189	0.7203
0.0822	15.0286	1052	0.5226	0.6420	0.5226	0.7229
0.0822	15.0571	1054	0.5227	0.5640	0.5227	0.7229
0.0822	15.0857	1056	0.5462	0.5290	0.5462	0.7390
0.0822	15.1143	1058	0.5476	0.5290	0.5476	0.7400
0.0822	15.1429	1060	0.5253	0.5290	0.5253	0.7248
0.0822	15.1714	1062	0.5144	0.5290	0.5144	0.7172
0.0822	15.2	1064	0.5054	0.5597	0.5054	0.7109
0.0822	15.2286	1066	0.5032	0.5597	0.5032	0.7094
0.0822	15.2571	1068	0.5117	0.5388	0.5117	0.7153
0.0822	15.2857	1070	0.5200	0.5014	0.5200	0.7211
0.0822	15.3143	1072	0.5399	0.4335	0.5399	0.7348
0.0822	15.3429	1074	0.5674	0.4369	0.5674	0.7533
0.0822	15.3714	1076	0.5829	0.4369	0.5829	0.7635
0.0822	15.4	1078	0.5898	0.4369	0.5898	0.7680
0.0822	15.4286	1080	0.5952	0.4124	0.5952	0.7715

Framework versions

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