ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_task5_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: 0.6064
• Qwk: 0.6055
• Mse: 0.6064
• Rmse: 0.7787

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	0.0833	2	4.0683	0.0024	4.0683	2.0170
No log	0.1667	4	2.2462	0.0014	2.2462	1.4987
No log	0.25	6	1.5358	0.0136	1.5358	1.2393
No log	0.3333	8	1.1506	0.2663	1.1506	1.0727
No log	0.4167	10	1.0415	0.2566	1.0415	1.0205
No log	0.5	12	1.0243	0.3059	1.0243	1.0121
No log	0.5833	14	1.2837	0.0	1.2837	1.1330
No log	0.6667	16	1.6019	0.0143	1.6019	1.2657
No log	0.75	18	1.7723	0.0279	1.7723	1.3313
No log	0.8333	20	1.6576	0.0143	1.6576	1.2875
No log	0.9167	22	1.3956	0.0	1.3956	1.1814
No log	1.0	24	1.2273	0.1142	1.2273	1.1078
No log	1.0833	26	1.1791	0.1525	1.1791	1.0859
No log	1.1667	28	1.1772	0.1525	1.1772	1.0850
No log	1.25	30	1.1592	0.1910	1.1592	1.0767
No log	1.3333	32	1.1515	0.1764	1.1515	1.0731
No log	1.4167	34	1.2224	0.0998	1.2224	1.1056
No log	1.5	36	1.3432	0.1140	1.3432	1.1590
No log	1.5833	38	1.0236	0.2805	1.0236	1.0117
No log	1.6667	40	0.9368	0.3414	0.9368	0.9679
No log	1.75	42	0.9776	0.2764	0.9776	0.9887
No log	1.8333	44	1.0839	0.3421	1.0839	1.0411
No log	1.9167	46	1.4311	0.2974	1.4311	1.1963
No log	2.0	48	1.7042	0.1948	1.7042	1.3054
No log	2.0833	50	1.7133	0.1828	1.7133	1.3089
No log	2.1667	52	1.4678	0.2347	1.4678	1.2115
No log	2.25	54	1.2063	0.2730	1.2063	1.0983
No log	2.3333	56	1.0918	0.2827	1.0918	1.0449
No log	2.4167	58	0.9462	0.2352	0.9462	0.9727
No log	2.5	60	0.9237	0.2818	0.9237	0.9611
No log	2.5833	62	0.9390	0.2456	0.9390	0.9690
No log	2.6667	64	0.9392	0.4033	0.9392	0.9691
No log	2.75	66	0.9403	0.4168	0.9403	0.9697
No log	2.8333	68	0.9268	0.4807	0.9268	0.9627
No log	2.9167	70	0.9697	0.2945	0.9697	0.9847
No log	3.0	72	1.0191	0.3197	1.0191	1.0095
No log	3.0833	74	1.0978	0.3199	1.0978	1.0477
No log	3.1667	76	0.9832	0.3741	0.9832	0.9916
No log	3.25	78	0.8134	0.5432	0.8134	0.9019
No log	3.3333	80	0.9412	0.3786	0.9412	0.9701
No log	3.4167	82	0.9584	0.3212	0.9584	0.9790
No log	3.5	84	0.8550	0.4546	0.8550	0.9247
No log	3.5833	86	0.8336	0.5111	0.8336	0.9130
No log	3.6667	88	0.8352	0.5009	0.8352	0.9139
No log	3.75	90	0.8560	0.4975	0.8560	0.9252
No log	3.8333	92	0.8680	0.4254	0.8680	0.9317
No log	3.9167	94	0.8560	0.5287	0.8560	0.9252
No log	4.0	96	0.8469	0.5421	0.8469	0.9203
No log	4.0833	98	0.8806	0.5300	0.8806	0.9384
No log	4.1667	100	0.9152	0.3513	0.9152	0.9567
No log	4.25	102	0.8386	0.5714	0.8386	0.9158
No log	4.3333	104	0.8891	0.4412	0.8891	0.9429
No log	4.4167	106	0.8431	0.4976	0.8431	0.9182
No log	4.5	108	0.8399	0.4164	0.8399	0.9165
No log	4.5833	110	0.8028	0.4949	0.8028	0.8960
No log	4.6667	112	0.7859	0.5391	0.7859	0.8865
No log	4.75	114	0.7762	0.5610	0.7762	0.8810
No log	4.8333	116	0.7775	0.4976	0.7775	0.8818
No log	4.9167	118	0.7753	0.5489	0.7753	0.8805
No log	5.0	120	0.7183	0.5495	0.7183	0.8475
No log	5.0833	122	0.8616	0.5246	0.8616	0.9282
No log	5.1667	124	0.8432	0.5348	0.8432	0.9182
No log	5.25	126	0.7774	0.5656	0.7774	0.8817
No log	5.3333	128	0.7295	0.5575	0.7295	0.8541
No log	5.4167	130	0.7727	0.6063	0.7727	0.8790
No log	5.5	132	0.7486	0.5959	0.7486	0.8652
No log	5.5833	134	0.7076	0.5381	0.7076	0.8412
No log	5.6667	136	0.6992	0.5366	0.6992	0.8362
No log	5.75	138	0.7251	0.6291	0.7251	0.8515
No log	5.8333	140	0.7644	0.5799	0.7644	0.8743
No log	5.9167	142	0.8116	0.5026	0.8116	0.9009
No log	6.0	144	0.7344	0.5666	0.7344	0.8570
No log	6.0833	146	0.7189	0.5647	0.7189	0.8479
No log	6.1667	148	0.6978	0.5237	0.6978	0.8354
No log	6.25	150	0.7196	0.6157	0.7196	0.8483
No log	6.3333	152	0.7090	0.5517	0.7090	0.8420
No log	6.4167	154	0.7458	0.5983	0.7458	0.8636
No log	6.5	156	0.7534	0.6081	0.7534	0.8680
No log	6.5833	158	0.7404	0.5774	0.7404	0.8605
No log	6.6667	160	0.6957	0.5747	0.6957	0.8341
No log	6.75	162	0.7205	0.4976	0.7205	0.8488
No log	6.8333	164	0.7238	0.5103	0.7238	0.8508
No log	6.9167	166	0.6733	0.5964	0.6733	0.8205
No log	7.0	168	0.7410	0.5998	0.7410	0.8608
No log	7.0833	170	0.6942	0.6118	0.6942	0.8332
No log	7.1667	172	0.6490	0.6256	0.6490	0.8056
No log	7.25	174	0.6457	0.6226	0.6457	0.8035
No log	7.3333	176	0.6457	0.6685	0.6457	0.8035
No log	7.4167	178	0.6369	0.6397	0.6369	0.7981
No log	7.5	180	0.6406	0.6685	0.6406	0.8004
No log	7.5833	182	0.6469	0.6712	0.6469	0.8043
No log	7.6667	184	0.7116	0.5536	0.7116	0.8436
No log	7.75	186	0.7531	0.4898	0.7531	0.8678
No log	7.8333	188	0.6979	0.5659	0.6979	0.8354
No log	7.9167	190	0.6990	0.5638	0.6990	0.8360
No log	8.0	192	0.6834	0.6217	0.6834	0.8267
No log	8.0833	194	0.6702	0.6114	0.6702	0.8186
No log	8.1667	196	0.6600	0.6115	0.6600	0.8124
No log	8.25	198	0.7680	0.5661	0.7680	0.8764
No log	8.3333	200	0.9030	0.4841	0.9030	0.9503
No log	8.4167	202	0.7541	0.5782	0.7541	0.8684
No log	8.5	204	0.6485	0.5635	0.6485	0.8053
No log	8.5833	206	0.6791	0.6188	0.6791	0.8240
No log	8.6667	208	0.6874	0.5949	0.6874	0.8291
No log	8.75	210	0.7365	0.6403	0.7365	0.8582
No log	8.8333	212	0.7003	0.6380	0.7003	0.8369
No log	8.9167	214	0.6089	0.6614	0.6089	0.7803
No log	9.0	216	0.6056	0.6459	0.6056	0.7782
No log	9.0833	218	0.6016	0.6751	0.6016	0.7756
No log	9.1667	220	0.5948	0.6762	0.5948	0.7712
No log	9.25	222	0.6133	0.6488	0.6133	0.7831
No log	9.3333	224	0.6177	0.6556	0.6177	0.7859
No log	9.4167	226	0.6404	0.5835	0.6404	0.8002
No log	9.5	228	0.6333	0.6391	0.6333	0.7958
No log	9.5833	230	0.6469	0.4990	0.6469	0.8043
No log	9.6667	232	0.6266	0.5650	0.6266	0.7916
No log	9.75	234	0.6003	0.6664	0.6003	0.7748
No log	9.8333	236	0.6110	0.6664	0.6110	0.7816
No log	9.9167	238	0.6011	0.6942	0.6011	0.7753
No log	10.0	240	0.6274	0.5669	0.6274	0.7921
No log	10.0833	242	0.6668	0.5945	0.6668	0.8166
No log	10.1667	244	0.6245	0.6017	0.6245	0.7903
No log	10.25	246	0.6198	0.6073	0.6198	0.7873
No log	10.3333	248	0.6116	0.6764	0.6116	0.7821
No log	10.4167	250	0.5910	0.6206	0.5910	0.7687
No log	10.5	252	0.6575	0.6229	0.6575	0.8108
No log	10.5833	254	0.6533	0.6386	0.6533	0.8083
No log	10.6667	256	0.6186	0.6350	0.6186	0.7865
No log	10.75	258	0.6711	0.6198	0.6711	0.8192
No log	10.8333	260	0.6673	0.5720	0.6673	0.8169
No log	10.9167	262	0.6563	0.6105	0.6563	0.8101
No log	11.0	264	0.6966	0.6265	0.6966	0.8346
No log	11.0833	266	0.6803	0.6312	0.6803	0.8248
No log	11.1667	268	0.6601	0.6018	0.6601	0.8125
No log	11.25	270	0.6762	0.5842	0.6762	0.8223
No log	11.3333	272	0.6591	0.5919	0.6591	0.8119
No log	11.4167	274	0.6759	0.6100	0.6759	0.8221
No log	11.5	276	0.6697	0.6275	0.6697	0.8184
No log	11.5833	278	0.6466	0.6245	0.6466	0.8041
No log	11.6667	280	0.6460	0.5582	0.6460	0.8037
No log	11.75	282	0.7318	0.4787	0.7318	0.8554
No log	11.8333	284	0.7897	0.3998	0.7897	0.8886
No log	11.9167	286	0.7458	0.4395	0.7458	0.8636
No log	12.0	288	0.6665	0.5678	0.6665	0.8164
No log	12.0833	290	0.6858	0.6123	0.6858	0.8281
No log	12.1667	292	0.6374	0.5934	0.6374	0.7984
No log	12.25	294	0.5768	0.6717	0.5768	0.7595
No log	12.3333	296	0.6029	0.6526	0.6029	0.7765
No log	12.4167	298	0.6120	0.6545	0.6120	0.7823
No log	12.5	300	0.6283	0.5797	0.6283	0.7926
No log	12.5833	302	0.6215	0.5905	0.6215	0.7883
No log	12.6667	304	0.6120	0.6085	0.6120	0.7823
No log	12.75	306	0.6097	0.6407	0.6097	0.7808
No log	12.8333	308	0.6069	0.6256	0.6069	0.7790
No log	12.9167	310	0.6211	0.6228	0.6211	0.7881
No log	13.0	312	0.6458	0.6395	0.6458	0.8036
No log	13.0833	314	0.6549	0.6179	0.6549	0.8093
No log	13.1667	316	0.6009	0.6464	0.6009	0.7752
No log	13.25	318	0.6057	0.6272	0.6057	0.7783
No log	13.3333	320	0.6115	0.6606	0.6115	0.7820
No log	13.4167	322	0.6166	0.6405	0.6166	0.7853
No log	13.5	324	0.6094	0.6018	0.6094	0.7807
No log	13.5833	326	0.6143	0.6374	0.6143	0.7838
No log	13.6667	328	0.6066	0.6272	0.6066	0.7789
No log	13.75	330	0.6068	0.6488	0.6068	0.7789
No log	13.8333	332	0.6029	0.6488	0.6029	0.7765
No log	13.9167	334	0.6011	0.5944	0.6011	0.7753
No log	14.0	336	0.5902	0.6207	0.5902	0.7683
No log	14.0833	338	0.5889	0.6207	0.5889	0.7674
No log	14.1667	340	0.5792	0.6354	0.5792	0.7610
No log	14.25	342	0.5973	0.6786	0.5973	0.7729
No log	14.3333	344	0.6222	0.5588	0.6222	0.7888
No log	14.4167	346	0.6109	0.6118	0.6109	0.7816
No log	14.5	348	0.5987	0.6347	0.5987	0.7738
No log	14.5833	350	0.6027	0.6169	0.6027	0.7764
No log	14.6667	352	0.5706	0.6285	0.5706	0.7554
No log	14.75	354	0.5650	0.6956	0.5650	0.7516
No log	14.8333	356	0.6228	0.6765	0.6228	0.7892
No log	14.9167	358	0.6287	0.6833	0.6287	0.7929
No log	15.0	360	0.5936	0.6586	0.5936	0.7705
No log	15.0833	362	0.5594	0.7026	0.5594	0.7479
No log	15.1667	364	0.5998	0.6640	0.5998	0.7745
No log	15.25	366	0.6159	0.6476	0.6159	0.7848
No log	15.3333	368	0.5861	0.6380	0.5861	0.7656
No log	15.4167	370	0.5853	0.6488	0.5853	0.7651
No log	15.5	372	0.5938	0.6358	0.5938	0.7706
No log	15.5833	374	0.5945	0.6518	0.5945	0.7711
No log	15.6667	376	0.5991	0.6720	0.5991	0.7740
No log	15.75	378	0.6028	0.6650	0.6028	0.7764
No log	15.8333	380	0.5992	0.6535	0.5992	0.7741
No log	15.9167	382	0.5905	0.6319	0.5905	0.7685
No log	16.0	384	0.6166	0.6743	0.6166	0.7852
No log	16.0833	386	0.6202	0.6743	0.6202	0.7875
No log	16.1667	388	0.5928	0.6814	0.5928	0.7699
No log	16.25	390	0.5846	0.7003	0.5846	0.7646
No log	16.3333	392	0.5956	0.6911	0.5956	0.7718
No log	16.4167	394	0.5925	0.7129	0.5925	0.7698
No log	16.5	396	0.5940	0.6651	0.5940	0.7707
No log	16.5833	398	0.5898	0.6843	0.5898	0.7680
No log	16.6667	400	0.5849	0.6959	0.5849	0.7648
No log	16.75	402	0.5949	0.6256	0.5949	0.7713
No log	16.8333	404	0.6103	0.6528	0.6103	0.7812
No log	16.9167	406	0.6282	0.6219	0.6282	0.7926
No log	17.0	408	0.6474	0.6291	0.6474	0.8046
No log	17.0833	410	0.6610	0.5959	0.6610	0.8130
No log	17.1667	412	0.6558	0.6259	0.6558	0.8098
No log	17.25	414	0.6262	0.6380	0.6262	0.7914
No log	17.3333	416	0.5957	0.6254	0.5957	0.7718
No log	17.4167	418	0.5859	0.6882	0.5859	0.7655
No log	17.5	420	0.5850	0.6452	0.5850	0.7649
No log	17.5833	422	0.5836	0.6909	0.5836	0.7639
No log	17.6667	424	0.5865	0.6909	0.5865	0.7659
No log	17.75	426	0.5862	0.6812	0.5862	0.7656
No log	17.8333	428	0.6127	0.6324	0.6127	0.7828
No log	17.9167	430	0.6755	0.6122	0.6755	0.8219
No log	18.0	432	0.6944	0.6154	0.6944	0.8333
No log	18.0833	434	0.6832	0.5503	0.6832	0.8266
No log	18.1667	436	0.6535	0.6364	0.6535	0.8084
No log	18.25	438	0.6358	0.6658	0.6358	0.7973
No log	18.3333	440	0.6264	0.6330	0.6264	0.7915
No log	18.4167	442	0.6710	0.6305	0.6710	0.8191
No log	18.5	444	0.6909	0.6198	0.6909	0.8312
No log	18.5833	446	0.6518	0.6314	0.6518	0.8074
No log	18.6667	448	0.6393	0.6206	0.6393	0.7996
No log	18.75	450	0.6619	0.6207	0.6619	0.8136
No log	18.8333	452	0.7178	0.6081	0.7178	0.8472
No log	18.9167	454	0.7607	0.5658	0.7607	0.8722
No log	19.0	456	0.7781	0.5549	0.7781	0.8821
No log	19.0833	458	0.7418	0.5658	0.7418	0.8613
No log	19.1667	460	0.6535	0.6293	0.6535	0.8084
No log	19.25	462	0.6330	0.6713	0.6330	0.7956
No log	19.3333	464	0.6506	0.6586	0.6506	0.8066
No log	19.4167	466	0.6340	0.6465	0.6340	0.7963
No log	19.5	468	0.6008	0.6501	0.6008	0.7751
No log	19.5833	470	0.6033	0.6605	0.6033	0.7767
No log	19.6667	472	0.6562	0.6198	0.6562	0.8100
No log	19.75	474	0.6631	0.6008	0.6631	0.8143
No log	19.8333	476	0.6273	0.6207	0.6273	0.7920
No log	19.9167	478	0.6004	0.6518	0.6004	0.7748
No log	20.0	480	0.6088	0.6435	0.6088	0.7803
No log	20.0833	482	0.6108	0.6410	0.6108	0.7815
No log	20.1667	484	0.6016	0.6636	0.6016	0.7756
No log	20.25	486	0.6034	0.6510	0.6034	0.7768
No log	20.3333	488	0.6296	0.6305	0.6296	0.7934
No log	20.4167	490	0.6091	0.6314	0.6091	0.7805
No log	20.5	492	0.5949	0.6664	0.5949	0.7713
No log	20.5833	494	0.5816	0.6614	0.5816	0.7626
No log	20.6667	496	0.5942	0.6493	0.5942	0.7708
No log	20.75	498	0.6808	0.6287	0.6808	0.8251
0.2589	20.8333	500	0.7470	0.6088	0.7470	0.8643
0.2589	20.9167	502	0.7074	0.6019	0.7074	0.8410
0.2589	21.0	504	0.6127	0.6305	0.6127	0.7828
0.2589	21.0833	506	0.5994	0.6002	0.5994	0.7742
0.2589	21.1667	508	0.6104	0.6002	0.6104	0.7813
0.2589	21.25	510	0.6356	0.6198	0.6356	0.7972
0.2589	21.3333	512	0.7082	0.5888	0.7082	0.8415
0.2589	21.4167	514	0.7650	0.5666	0.7650	0.8746
0.2589	21.5	516	0.7339	0.5549	0.7339	0.8567
0.2589	21.5833	518	0.6740	0.6282	0.6740	0.8210
0.2589	21.6667	520	0.6174	0.6903	0.6174	0.7858
0.2589	21.75	522	0.5977	0.6518	0.5977	0.7731
0.2589	21.8333	524	0.5919	0.6630	0.5919	0.7694
0.2589	21.9167	526	0.5953	0.6482	0.5953	0.7715
0.2589	22.0	528	0.5993	0.6341	0.5993	0.7742
0.2589	22.0833	530	0.6078	0.6272	0.6078	0.7796
0.2589	22.1667	532	0.6068	0.6642	0.6068	0.7790
0.2589	22.25	534	0.6193	0.6509	0.6193	0.7869
0.2589	22.3333	536	0.6547	0.6014	0.6547	0.8092
0.2589	22.4167	538	0.6647	0.5810	0.6647	0.8153
0.2589	22.5	540	0.6496	0.6014	0.6496	0.8060
0.2589	22.5833	542	0.6292	0.5722	0.6292	0.7932
0.2589	22.6667	544	0.6291	0.6096	0.6291	0.7932
0.2589	22.75	546	0.6342	0.6195	0.6342	0.7964
0.2589	22.8333	548	0.6134	0.6770	0.6134	0.7832
0.2589	22.9167	550	0.6083	0.6695	0.6083	0.7799
0.2589	23.0	552	0.6187	0.6438	0.6187	0.7866
0.2589	23.0833	554	0.5930	0.6482	0.5930	0.7700
0.2589	23.1667	556	0.5686	0.6589	0.5686	0.7541
0.2589	23.25	558	0.5676	0.6465	0.5676	0.7534
0.2589	23.3333	560	0.5716	0.6598	0.5716	0.7560
0.2589	23.4167	562	0.5818	0.6564	0.5818	0.7627
0.2589	23.5	564	0.5926	0.6841	0.5926	0.7698
0.2589	23.5833	566	0.6164	0.6841	0.6164	0.7851
0.2589	23.6667	568	0.6181	0.6498	0.6181	0.7862
0.2589	23.75	570	0.6118	0.6345	0.6118	0.7822
0.2589	23.8333	572	0.6012	0.6537	0.6012	0.7754
0.2589	23.9167	574	0.5903	0.6869	0.5903	0.7683
0.2589	24.0	576	0.5947	0.6570	0.5947	0.7711
0.2589	24.0833	578	0.5997	0.6570	0.5997	0.7744
0.2589	24.1667	580	0.6096	0.6508	0.6096	0.7807
0.2589	24.25	582	0.6211	0.6636	0.6211	0.7881
0.2589	24.3333	584	0.6272	0.6252	0.6272	0.7920
0.2589	24.4167	586	0.6359	0.6209	0.6359	0.7974
0.2589	24.5	588	0.6209	0.6415	0.6209	0.7880
0.2589	24.5833	590	0.6104	0.6796	0.6104	0.7813
0.2589	24.6667	592	0.6021	0.6564	0.6021	0.7759
0.2589	24.75	594	0.5909	0.6500	0.5909	0.7687
0.2589	24.8333	596	0.5889	0.6430	0.5889	0.7674
0.2589	24.9167	598	0.5773	0.7143	0.5773	0.7598
0.2589	25.0	600	0.6108	0.6311	0.6108	0.7815
0.2589	25.0833	602	0.6466	0.5636	0.6466	0.8041
0.2589	25.1667	604	0.6328	0.5999	0.6328	0.7955
0.2589	25.25	606	0.6180	0.6470	0.6180	0.7862
0.2589	25.3333	608	0.6188	0.6311	0.6188	0.7866
0.2589	25.4167	610	0.6122	0.6354	0.6122	0.7825
0.2589	25.5	612	0.6047	0.6796	0.6047	0.7776
0.2589	25.5833	614	0.5902	0.7082	0.5902	0.7682
0.2589	25.6667	616	0.5908	0.6796	0.5908	0.7686
0.2589	25.75	618	0.6003	0.6219	0.6003	0.7748
0.2589	25.8333	620	0.6167	0.6325	0.6167	0.7853
0.2589	25.9167	622	0.6023	0.6325	0.6023	0.7761
0.2589	26.0	624	0.5759	0.7132	0.5759	0.7589
0.2589	26.0833	626	0.5775	0.7025	0.5775	0.7599
0.2589	26.1667	628	0.5740	0.6950	0.5740	0.7576
0.2589	26.25	630	0.5981	0.6291	0.5981	0.7734
0.2589	26.3333	632	0.6254	0.6259	0.6254	0.7908
0.2589	26.4167	634	0.6173	0.6187	0.6173	0.7857
0.2589	26.5	636	0.6053	0.6143	0.6053	0.7780
0.2589	26.5833	638	0.5892	0.6724	0.5892	0.7676
0.2589	26.6667	640	0.5755	0.6911	0.5755	0.7586
0.2589	26.75	642	0.5701	0.6311	0.5701	0.7550
0.2589	26.8333	644	0.5923	0.6438	0.5923	0.7696
0.2589	26.9167	646	0.6260	0.6538	0.6260	0.7912
0.2589	27.0	648	0.6435	0.6538	0.6435	0.8022
0.2589	27.0833	650	0.6425	0.6396	0.6425	0.8016
0.2589	27.1667	652	0.6184	0.6252	0.6184	0.7864
0.2589	27.25	654	0.5894	0.6272	0.5894	0.7677
0.2589	27.3333	656	0.5759	0.6770	0.5759	0.7589
0.2589	27.4167	658	0.5640	0.6398	0.5640	0.7510
0.2589	27.5	660	0.5565	0.6476	0.5565	0.7460
0.2589	27.5833	662	0.5531	0.6687	0.5531	0.7437
0.2589	27.6667	664	0.5640	0.7182	0.5640	0.7510
0.2589	27.75	666	0.5725	0.7182	0.5725	0.7566
0.2589	27.8333	668	0.5655	0.6729	0.5655	0.7520
0.2589	27.9167	670	0.5811	0.6345	0.5811	0.7623
0.2589	28.0	672	0.6059	0.6241	0.6059	0.7784
0.2589	28.0833	674	0.6224	0.6315	0.6224	0.7890
0.2589	28.1667	676	0.6081	0.6350	0.6081	0.7798
0.2589	28.25	678	0.5772	0.6252	0.5772	0.7597
0.2589	28.3333	680	0.5687	0.6447	0.5687	0.7541
0.2589	28.4167	682	0.6080	0.6090	0.6080	0.7798
0.2589	28.5	684	0.6143	0.6090	0.6143	0.7838
0.2589	28.5833	686	0.5765	0.6516	0.5765	0.7593
0.2589	28.6667	688	0.5581	0.6838	0.5581	0.7471
0.2589	28.75	690	0.5846	0.6066	0.5846	0.7646
0.2589	28.8333	692	0.5912	0.6057	0.5912	0.7689
0.2589	28.9167	694	0.5733	0.6235	0.5733	0.7572
0.2589	29.0	696	0.5759	0.6518	0.5759	0.7588
0.2589	29.0833	698	0.5895	0.6820	0.5895	0.7678
0.2589	29.1667	700	0.5946	0.6508	0.5946	0.7711
0.2589	29.25	702	0.5902	0.6330	0.5902	0.7682
0.2589	29.3333	704	0.5965	0.6528	0.5965	0.7723
0.2589	29.4167	706	0.6034	0.6528	0.6034	0.7768
0.2589	29.5	708	0.5995	0.6566	0.5995	0.7743
0.2589	29.5833	710	0.6006	0.6415	0.6006	0.7750
0.2589	29.6667	712	0.6017	0.6347	0.6017	0.7757
0.2589	29.75	714	0.5935	0.6347	0.5935	0.7704
0.2589	29.8333	716	0.5774	0.6464	0.5774	0.7599
0.2589	29.9167	718	0.5804	0.6325	0.5804	0.7619
0.2589	30.0	720	0.5904	0.6644	0.5904	0.7684
0.2589	30.0833	722	0.5920	0.6644	0.5920	0.7694
0.2589	30.1667	724	0.5841	0.6555	0.5841	0.7643
0.2589	30.25	726	0.5956	0.6380	0.5956	0.7718
0.2589	30.3333	728	0.6209	0.6347	0.6209	0.7880
0.2589	30.4167	730	0.6414	0.6157	0.6414	0.8009
0.2589	30.5	732	0.6465	0.6118	0.6465	0.8040
0.2589	30.5833	734	0.6525	0.6218	0.6525	0.8077
0.2589	30.6667	736	0.6268	0.6187	0.6268	0.7917
0.2589	30.75	738	0.6137	0.6262	0.6137	0.7834
0.2589	30.8333	740	0.6157	0.6006	0.6157	0.7846
0.2589	30.9167	742	0.6139	0.5770	0.6139	0.7835
0.2589	31.0	744	0.6033	0.6118	0.6033	0.7767
0.2589	31.0833	746	0.6025	0.6415	0.6025	0.7762
0.2589	31.1667	748	0.6177	0.6647	0.6177	0.7859
0.2589	31.25	750	0.6353	0.6647	0.6353	0.7971
0.2589	31.3333	752	0.6219	0.6584	0.6219	0.7886
0.2589	31.4167	754	0.5922	0.6278	0.5922	0.7696
0.2589	31.5	756	0.5812	0.6680	0.5812	0.7624
0.2589	31.5833	758	0.5796	0.6501	0.5796	0.7613
0.2589	31.6667	760	0.5851	0.6664	0.5851	0.7649
0.2589	31.75	762	0.5733	0.6766	0.5733	0.7571
0.2589	31.8333	764	0.5684	0.6263	0.5684	0.7539
0.2589	31.9167	766	0.5846	0.6070	0.5846	0.7646
0.2589	32.0	768	0.5849	0.6263	0.5849	0.7648
0.2589	32.0833	770	0.5794	0.6359	0.5794	0.7612
0.2589	32.1667	772	0.5825	0.6614	0.5825	0.7632
0.2589	32.25	774	0.5884	0.6614	0.5884	0.7671
0.2589	32.3333	776	0.5955	0.6614	0.5955	0.7717
0.2589	32.4167	778	0.6030	0.6247	0.6030	0.7765
0.2589	32.5	780	0.5989	0.6247	0.5989	0.7739
0.2589	32.5833	782	0.5928	0.6641	0.5928	0.7699
0.2589	32.6667	784	0.5802	0.6602	0.5802	0.7617
0.2589	32.75	786	0.5663	0.6764	0.5663	0.7525
0.2589	32.8333	788	0.5495	0.6672	0.5495	0.7413
0.2589	32.9167	790	0.5340	0.6720	0.5340	0.7308
0.2589	33.0	792	0.5309	0.6778	0.5309	0.7286
0.2589	33.0833	794	0.5291	0.6822	0.5291	0.7274
0.2589	33.1667	796	0.5215	0.7049	0.5215	0.7221
0.2589	33.25	798	0.5453	0.6764	0.5453	0.7384
0.2589	33.3333	800	0.6176	0.6727	0.6176	0.7859
0.2589	33.4167	802	0.6741	0.6394	0.6741	0.8210
0.2589	33.5	804	0.6653	0.6459	0.6653	0.8157
0.2589	33.5833	806	0.6149	0.6538	0.6149	0.7841
0.2589	33.6667	808	0.5959	0.6687	0.5959	0.7720
0.2589	33.75	810	0.5878	0.6833	0.5878	0.7667
0.2589	33.8333	812	0.5866	0.6733	0.5866	0.7659
0.2589	33.9167	814	0.5793	0.6409	0.5793	0.7611
0.2589	34.0	816	0.5761	0.6302	0.5761	0.7590
0.2589	34.0833	818	0.5775	0.6536	0.5775	0.7599
0.2589	34.1667	820	0.5738	0.6507	0.5738	0.7575
0.2589	34.25	822	0.5672	0.6507	0.5672	0.7532
0.2589	34.3333	824	0.5741	0.6507	0.5741	0.7577
0.2589	34.4167	826	0.5896	0.6507	0.5896	0.7679
0.2589	34.5	828	0.6160	0.5782	0.6160	0.7848
0.2589	34.5833	830	0.6489	0.5351	0.6489	0.8055
0.2589	34.6667	832	0.6339	0.5351	0.6339	0.7962
0.2589	34.75	834	0.5913	0.6536	0.5913	0.7690
0.2589	34.8333	836	0.5894	0.6272	0.5894	0.7677
0.2589	34.9167	838	0.6137	0.6405	0.6137	0.7834
0.2589	35.0	840	0.6331	0.6547	0.6331	0.7957
0.2589	35.0833	842	0.6385	0.6219	0.6385	0.7991
0.2589	35.1667	844	0.6286	0.6451	0.6286	0.7928
0.2589	35.25	846	0.6206	0.6272	0.6206	0.7878
0.2589	35.3333	848	0.6197	0.6517	0.6197	0.7872
0.2589	35.4167	850	0.6144	0.6625	0.6144	0.7838
0.2589	35.5	852	0.6008	0.6345	0.6008	0.7751
0.2589	35.5833	854	0.5936	0.6380	0.5936	0.7705
0.2589	35.6667	856	0.5939	0.6519	0.5939	0.7706
0.2589	35.75	858	0.5858	0.6555	0.5858	0.7654
0.2589	35.8333	860	0.5702	0.6566	0.5702	0.7551
0.2589	35.9167	862	0.5670	0.6903	0.5670	0.7530
0.2589	36.0	864	0.5714	0.6903	0.5714	0.7559
0.2589	36.0833	866	0.5786	0.6451	0.5786	0.7607
0.2589	36.1667	868	0.5932	0.6252	0.5932	0.7702
0.2589	36.25	870	0.5988	0.6252	0.5988	0.7738
0.2589	36.3333	872	0.5986	0.6252	0.5986	0.7737
0.2589	36.4167	874	0.5955	0.6252	0.5955	0.7717
0.2589	36.5	876	0.5899	0.6597	0.5899	0.7680
0.2589	36.5833	878	0.5884	0.6841	0.5884	0.7671
0.2589	36.6667	880	0.5877	0.6625	0.5877	0.7666
0.2589	36.75	882	0.5790	0.6584	0.5790	0.7609
0.2589	36.8333	884	0.5728	0.6681	0.5728	0.7569
0.2589	36.9167	886	0.5715	0.6347	0.5715	0.7560
0.2589	37.0	888	0.5772	0.6519	0.5772	0.7597
0.2589	37.0833	890	0.5911	0.6519	0.5911	0.7689
0.2589	37.1667	892	0.6000	0.6347	0.6000	0.7746
0.2589	37.25	894	0.6060	0.6311	0.6060	0.7785
0.2589	37.3333	896	0.6243	0.6065	0.6243	0.7901
0.2589	37.4167	898	0.6325	0.5955	0.6325	0.7953
0.2589	37.5	900	0.6252	0.5902	0.6252	0.7907
0.2589	37.5833	902	0.6255	0.6237	0.6255	0.7909
0.2589	37.6667	904	0.6304	0.6617	0.6304	0.7940
0.2589	37.75	906	0.6208	0.6421	0.6208	0.7879
0.2589	37.8333	908	0.6220	0.6519	0.6220	0.7887
0.2589	37.9167	910	0.5995	0.6421	0.5995	0.7743
0.2589	38.0	912	0.5931	0.6288	0.5931	0.7701
0.2589	38.0833	914	0.6027	0.6742	0.6027	0.7764
0.2589	38.1667	916	0.6069	0.6742	0.6069	0.7791
0.2589	38.25	918	0.6051	0.6354	0.6051	0.7779
0.2589	38.3333	920	0.6121	0.6055	0.6121	0.7823
0.2589	38.4167	922	0.6150	0.6055	0.6150	0.7842
0.2589	38.5	924	0.6123	0.6055	0.6123	0.7825
0.2589	38.5833	926	0.6105	0.6055	0.6105	0.7814
0.2589	38.6667	928	0.6064	0.6055	0.6064	0.7787

Framework versions

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