ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_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: 0.5875
• Qwk: 0.6687
• Mse: 0.5875
• Rmse: 0.7665

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	3.8799	-0.0316	3.8799	1.9698
No log	0.2667	4	2.0331	-0.0220	2.0331	1.4259
No log	0.4	6	1.3257	0.0349	1.3257	1.1514
No log	0.5333	8	1.1699	0.0849	1.1699	1.0816
No log	0.6667	10	1.1982	0.0760	1.1982	1.0946
No log	0.8	12	1.1379	0.1407	1.1379	1.0667
No log	0.9333	14	1.2798	0.0232	1.2798	1.1313
No log	1.0667	16	1.3472	0.0085	1.3472	1.1607
No log	1.2	18	1.2524	0.0523	1.2524	1.1191
No log	1.3333	20	1.6255	0.0778	1.6255	1.2749
No log	1.4667	22	2.1675	0.1486	2.1675	1.4722
No log	1.6	24	2.0405	0.1484	2.0405	1.4285
No log	1.7333	26	1.5832	0.0778	1.5832	1.2582
No log	1.8667	28	1.1120	0.0493	1.1120	1.0545
No log	2.0	30	1.0158	0.2350	1.0158	1.0079
No log	2.1333	32	1.0368	0.2604	1.0368	1.0182
No log	2.2667	34	0.9975	0.1881	0.9975	0.9987
No log	2.4	36	1.0084	0.2539	1.0084	1.0042
No log	2.5333	38	1.0707	0.2150	1.0707	1.0347
No log	2.6667	40	1.0999	0.1379	1.0999	1.0487
No log	2.8	42	1.1776	0.1379	1.1776	1.0852
No log	2.9333	44	1.1739	0.2203	1.1739	1.0835
No log	3.0667	46	1.0299	0.3305	1.0299	1.0148
No log	3.2	48	0.8796	0.2391	0.8796	0.9379
No log	3.3333	50	0.8716	0.3693	0.8716	0.9336
No log	3.4667	52	0.9015	0.3506	0.9015	0.9495
No log	3.6	54	0.9064	0.3873	0.9064	0.9521
No log	3.7333	56	1.2920	0.2917	1.2920	1.1367
No log	3.8667	58	1.3904	0.3021	1.3904	1.1791
No log	4.0	60	1.0543	0.3935	1.0543	1.0268
No log	4.1333	62	0.8548	0.4423	0.8548	0.9246
No log	4.2667	64	0.9180	0.4974	0.9180	0.9581
No log	4.4	66	0.8862	0.4690	0.8862	0.9414
No log	4.5333	68	1.0220	0.3734	1.0220	1.0109
No log	4.6667	70	0.9812	0.3697	0.9812	0.9906
No log	4.8	72	0.8882	0.4096	0.8882	0.9424
No log	4.9333	74	0.8967	0.4762	0.8967	0.9470
No log	5.0667	76	0.9396	0.4604	0.9396	0.9693
No log	5.2	78	0.8734	0.4413	0.8734	0.9346
No log	5.3333	80	0.8629	0.4706	0.8629	0.9289
No log	5.4667	82	0.8680	0.4722	0.8680	0.9317
No log	5.6	84	0.8647	0.4466	0.8647	0.9299
No log	5.7333	86	0.8823	0.4419	0.8823	0.9393
No log	5.8667	88	0.9491	0.3929	0.9491	0.9742
No log	6.0	90	0.8915	0.4170	0.8915	0.9442
No log	6.1333	92	0.8070	0.5036	0.8070	0.8983
No log	6.2667	94	0.9042	0.4991	0.9042	0.9509
No log	6.4	96	1.1046	0.4128	1.1046	1.0510
No log	6.5333	98	1.0066	0.4158	1.0066	1.0033
No log	6.6667	100	0.7734	0.5409	0.7734	0.8794
No log	6.8	102	0.7698	0.5895	0.7698	0.8774
No log	6.9333	104	0.7875	0.6008	0.7875	0.8874
No log	7.0667	106	0.7473	0.5455	0.7473	0.8645
No log	7.2	108	0.8032	0.5403	0.8032	0.8962
No log	7.3333	110	0.8738	0.4408	0.8738	0.9348
No log	7.4667	112	0.7771	0.4984	0.7771	0.8815
No log	7.6	114	0.7366	0.5487	0.7366	0.8582
No log	7.7333	116	0.7499	0.6143	0.7499	0.8659
No log	7.8667	118	0.7514	0.6065	0.7514	0.8668
No log	8.0	120	0.7437	0.5859	0.7437	0.8624
No log	8.1333	122	0.7037	0.6057	0.7037	0.8389
No log	8.2667	124	0.6820	0.5977	0.6820	0.8259
No log	8.4	126	0.6988	0.5093	0.6988	0.8359
No log	8.5333	128	0.6903	0.5555	0.6903	0.8309
No log	8.6667	130	0.6589	0.5882	0.6589	0.8118
No log	8.8	132	0.6450	0.6282	0.6450	0.8031
No log	8.9333	134	0.7282	0.5718	0.7282	0.8533
No log	9.0667	136	0.9085	0.5822	0.9085	0.9532
No log	9.2	138	0.9867	0.5631	0.9867	0.9933
No log	9.3333	140	0.8331	0.5334	0.8331	0.9127
No log	9.4667	142	0.7200	0.5524	0.7200	0.8485
No log	9.6	144	0.7346	0.6045	0.7346	0.8571
No log	9.7333	146	0.7447	0.5648	0.7447	0.8629
No log	9.8667	148	0.7670	0.4959	0.7670	0.8758
No log	10.0	150	0.8283	0.4859	0.8283	0.9101
No log	10.1333	152	0.7868	0.4959	0.7868	0.8870
No log	10.2667	154	0.7552	0.5416	0.7552	0.8690
No log	10.4	156	0.7557	0.6385	0.7557	0.8693
No log	10.5333	158	0.7180	0.6257	0.7180	0.8474
No log	10.6667	160	0.6729	0.5985	0.6729	0.8203
No log	10.8	162	0.6672	0.6058	0.6672	0.8168
No log	10.9333	164	0.6790	0.5987	0.6790	0.8240
No log	11.0667	166	0.7004	0.6217	0.7004	0.8369
No log	11.2	168	0.6648	0.6129	0.6648	0.8153
No log	11.3333	170	0.6505	0.6058	0.6505	0.8065
No log	11.4667	172	0.6485	0.6114	0.6485	0.8053
No log	11.6	174	0.6475	0.6147	0.6475	0.8047
No log	11.7333	176	0.6708	0.6137	0.6708	0.8190
No log	11.8667	178	0.7037	0.6117	0.7037	0.8389
No log	12.0	180	0.7171	0.6117	0.7171	0.8468
No log	12.1333	182	0.6476	0.6259	0.6476	0.8047
No log	12.2667	184	0.6303	0.6339	0.6303	0.7939
No log	12.4	186	0.6439	0.5945	0.6439	0.8024
No log	12.5333	188	0.6212	0.6048	0.6212	0.7882
No log	12.6667	190	0.6803	0.5923	0.6803	0.8248
No log	12.8	192	0.7056	0.6042	0.7056	0.8400
No log	12.9333	194	0.6444	0.6073	0.6444	0.8028
No log	13.0667	196	0.6221	0.6364	0.6221	0.7887
No log	13.2	198	0.6605	0.5536	0.6605	0.8127
No log	13.3333	200	0.6680	0.5425	0.6680	0.8173
No log	13.4667	202	0.6283	0.6364	0.6283	0.7927
No log	13.6	204	0.6531	0.6066	0.6531	0.8081
No log	13.7333	206	0.6519	0.5980	0.6519	0.8074
No log	13.8667	208	0.6457	0.6114	0.6457	0.8035
No log	14.0	210	0.6617	0.5638	0.6617	0.8135
No log	14.1333	212	0.7205	0.6312	0.7205	0.8488
No log	14.2667	214	0.6776	0.5854	0.6776	0.8231
No log	14.4	216	0.6318	0.6114	0.6318	0.7949
No log	14.5333	218	0.6624	0.6371	0.6624	0.8139
No log	14.6667	220	0.6437	0.6066	0.6437	0.8023
No log	14.8	222	0.6323	0.6078	0.6323	0.7952
No log	14.9333	224	0.6560	0.6107	0.6560	0.8099
No log	15.0667	226	0.6621	0.5717	0.6621	0.8137
No log	15.2	228	0.6470	0.5726	0.6470	0.8044
No log	15.3333	230	0.6327	0.6282	0.6327	0.7954
No log	15.4667	232	0.6276	0.5913	0.6276	0.7922
No log	15.6	234	0.6204	0.6032	0.6204	0.7876
No log	15.7333	236	0.6286	0.5930	0.6286	0.7929
No log	15.8667	238	0.6264	0.6032	0.6264	0.7915
No log	16.0	240	0.6164	0.5763	0.6164	0.7851
No log	16.1333	242	0.6178	0.5949	0.6178	0.7860
No log	16.2667	244	0.6212	0.5921	0.6212	0.7882
No log	16.4	246	0.6496	0.6482	0.6496	0.8060
No log	16.5333	248	0.6974	0.5509	0.6974	0.8351
No log	16.6667	250	0.7520	0.5321	0.7520	0.8672
No log	16.8	252	0.7007	0.5509	0.7007	0.8371
No log	16.9333	254	0.6471	0.6465	0.6471	0.8044
No log	17.0667	256	0.6510	0.6233	0.6510	0.8069
No log	17.2	258	0.6695	0.5915	0.6695	0.8182
No log	17.3333	260	0.6730	0.6015	0.6730	0.8204
No log	17.4667	262	0.7401	0.5965	0.7401	0.8603
No log	17.6	264	0.7449	0.6166	0.7449	0.8631
No log	17.7333	266	0.6805	0.6231	0.6805	0.8249
No log	17.8667	268	0.6555	0.5935	0.6555	0.8096
No log	18.0	270	0.6582	0.5902	0.6582	0.8113
No log	18.1333	272	0.6462	0.6129	0.6462	0.8039
No log	18.2667	274	0.6305	0.5964	0.6305	0.7941
No log	18.4	276	0.6266	0.5990	0.6266	0.7916
No log	18.5333	278	0.6297	0.6164	0.6297	0.7935
No log	18.6667	280	0.6360	0.6046	0.6360	0.7975
No log	18.8	282	0.6484	0.6415	0.6484	0.8053
No log	18.9333	284	0.6646	0.6014	0.6646	0.8152
No log	19.0667	286	0.6695	0.6102	0.6695	0.8182
No log	19.2	288	0.6577	0.6301	0.6577	0.8110
No log	19.3333	290	0.6324	0.6207	0.6324	0.7953
No log	19.4667	292	0.6278	0.5939	0.6278	0.7923
No log	19.6	294	0.6251	0.5820	0.6251	0.7906
No log	19.7333	296	0.6470	0.6396	0.6470	0.8043
No log	19.8667	298	0.6425	0.6092	0.6425	0.8015
No log	20.0	300	0.6087	0.6076	0.6087	0.7802
No log	20.1333	302	0.5963	0.6076	0.5963	0.7722
No log	20.2667	304	0.5886	0.6113	0.5886	0.7672
No log	20.4	306	0.6132	0.6623	0.6132	0.7831
No log	20.5333	308	0.6286	0.6432	0.6286	0.7928
No log	20.6667	310	0.6074	0.6519	0.6074	0.7793
No log	20.8	312	0.5947	0.6415	0.5947	0.7711
No log	20.9333	314	0.5847	0.6415	0.5847	0.7647
No log	21.0667	316	0.5834	0.6272	0.5834	0.7638
No log	21.2	318	0.5815	0.6272	0.5815	0.7625
No log	21.3333	320	0.5856	0.6272	0.5856	0.7653
No log	21.4667	322	0.6040	0.5647	0.6040	0.7772
No log	21.6	324	0.6236	0.5662	0.6236	0.7897
No log	21.7333	326	0.6152	0.5313	0.6152	0.7843
No log	21.8667	328	0.5755	0.6076	0.5755	0.7586
No log	22.0	330	0.5720	0.6262	0.5720	0.7563
No log	22.1333	332	0.5772	0.6262	0.5772	0.7598
No log	22.2667	334	0.5779	0.6076	0.5779	0.7602
No log	22.4	336	0.6640	0.5648	0.6640	0.8149
No log	22.5333	338	0.7244	0.5759	0.7244	0.8511
No log	22.6667	340	0.6692	0.5825	0.6692	0.8180
No log	22.8	342	0.5735	0.6491	0.5735	0.7573
No log	22.9333	344	0.5729	0.6610	0.5729	0.7569
No log	23.0667	346	0.5797	0.6509	0.5797	0.7614
No log	23.2	348	0.5884	0.6397	0.5884	0.7671
No log	23.3333	350	0.5906	0.6383	0.5906	0.7685
No log	23.4667	352	0.5916	0.6206	0.5916	0.7692
No log	23.6	354	0.5868	0.6430	0.5868	0.7661
No log	23.7333	356	0.5766	0.6380	0.5766	0.7594
No log	23.8667	358	0.5751	0.6673	0.5751	0.7583
No log	24.0	360	0.5798	0.6788	0.5798	0.7614
No log	24.1333	362	0.5853	0.6269	0.5853	0.7650
No log	24.2667	364	0.6219	0.6647	0.6219	0.7886
No log	24.4	366	0.6419	0.6838	0.6419	0.8012
No log	24.5333	368	0.6111	0.6547	0.6111	0.7817
No log	24.6667	370	0.5929	0.6175	0.5929	0.7700
No log	24.8	372	0.6193	0.5530	0.6193	0.7870
No log	24.9333	374	0.6068	0.5536	0.6068	0.7790
No log	25.0667	376	0.5917	0.6154	0.5917	0.7692
No log	25.2	378	0.6051	0.6584	0.6051	0.7779
No log	25.3333	380	0.5981	0.6247	0.5981	0.7734
No log	25.4667	382	0.6072	0.6421	0.6072	0.7793
No log	25.6	384	0.5985	0.6129	0.5985	0.7736
No log	25.7333	386	0.5905	0.6058	0.5905	0.7685
No log	25.8667	388	0.5999	0.5843	0.5999	0.7745
No log	26.0	390	0.6152	0.5529	0.6152	0.7843
No log	26.1333	392	0.6076	0.6332	0.6076	0.7795
No log	26.2667	394	0.6112	0.6815	0.6112	0.7818
No log	26.4	396	0.6050	0.6548	0.6050	0.7778
No log	26.5333	398	0.5864	0.6380	0.5864	0.7658
No log	26.6667	400	0.5956	0.6134	0.5956	0.7717
No log	26.8	402	0.6021	0.5726	0.6021	0.7760
No log	26.9333	404	0.5873	0.5736	0.5873	0.7664
No log	27.0667	406	0.5911	0.6488	0.5911	0.7689
No log	27.2	408	0.6144	0.6315	0.6144	0.7839
No log	27.3333	410	0.6313	0.6500	0.6313	0.7946
No log	27.4667	412	0.6065	0.6687	0.6065	0.7788
No log	27.6	414	0.5738	0.6566	0.5738	0.7575
No log	27.7333	416	0.5655	0.6426	0.5655	0.7520
No log	27.8667	418	0.5555	0.6537	0.5555	0.7453
No log	28.0	420	0.5693	0.7019	0.5693	0.7545
No log	28.1333	422	0.5932	0.6993	0.5932	0.7702
No log	28.2667	424	0.6001	0.6209	0.6001	0.7746
No log	28.4	426	0.6150	0.6370	0.6150	0.7842
No log	28.5333	428	0.6098	0.6569	0.6098	0.7809
No log	28.6667	430	0.5923	0.6013	0.5923	0.7696
No log	28.8	432	0.5879	0.6139	0.5879	0.7668
No log	28.9333	434	0.5740	0.6498	0.5740	0.7576
No log	29.0667	436	0.5657	0.6788	0.5657	0.7521
No log	29.2	438	0.5732	0.6798	0.5732	0.7571
No log	29.3333	440	0.5640	0.6764	0.5640	0.7510
No log	29.4667	442	0.5521	0.6148	0.5521	0.7430
No log	29.6	444	0.5492	0.6316	0.5492	0.7411
No log	29.7333	446	0.5521	0.6339	0.5521	0.7430
No log	29.8667	448	0.5697	0.6706	0.5697	0.7548
No log	30.0	450	0.6028	0.6176	0.6028	0.7764
No log	30.1333	452	0.6252	0.5559	0.6252	0.7907
No log	30.2667	454	0.6012	0.6176	0.6012	0.7754
No log	30.4	456	0.5659	0.6715	0.5659	0.7522
No log	30.5333	458	0.5533	0.5934	0.5533	0.7438
No log	30.6667	460	0.5486	0.5919	0.5486	0.7407
No log	30.8	462	0.5455	0.5919	0.5455	0.7386
No log	30.9333	464	0.5383	0.6316	0.5383	0.7337
No log	31.0667	466	0.5466	0.6316	0.5466	0.7394
No log	31.2	468	0.5924	0.6499	0.5924	0.7697
No log	31.3333	470	0.5954	0.6403	0.5954	0.7716
No log	31.4667	472	0.5482	0.6316	0.5482	0.7404
No log	31.6	474	0.5492	0.6649	0.5492	0.7411
No log	31.7333	476	0.5630	0.6282	0.5630	0.7504
No log	31.8667	478	0.5761	0.6824	0.5761	0.7590
No log	32.0	480	0.5813	0.6196	0.5813	0.7624
No log	32.1333	482	0.5823	0.5735	0.5823	0.7631
No log	32.2667	484	0.5747	0.6164	0.5747	0.7581
No log	32.4	486	0.5673	0.6460	0.5673	0.7532
No log	32.5333	488	0.5618	0.6753	0.5618	0.7495
No log	32.6667	490	0.5633	0.6632	0.5633	0.7505
No log	32.8	492	0.5586	0.6509	0.5586	0.7474
No log	32.9333	494	0.5670	0.6575	0.5670	0.7530
No log	33.0667	496	0.5866	0.5783	0.5866	0.7659
No log	33.2	498	0.6003	0.5783	0.6003	0.7748
0.2411	33.3333	500	0.6160	0.5784	0.6160	0.7849
0.2411	33.4667	502	0.6459	0.5501	0.6459	0.8037
0.2411	33.6	504	0.6721	0.5825	0.6721	0.8198
0.2411	33.7333	506	0.6635	0.5825	0.6635	0.8146
0.2411	33.8667	508	0.6310	0.6582	0.6310	0.7943
0.2411	34.0	510	0.6079	0.6796	0.6079	0.7797
0.2411	34.1333	512	0.5865	0.6894	0.5865	0.7658
0.2411	34.2667	514	0.5693	0.6566	0.5693	0.7545
0.2411	34.4	516	0.5686	0.6078	0.5686	0.7540
0.2411	34.5333	518	0.5708	0.5971	0.5708	0.7555
0.2411	34.6667	520	0.5653	0.6078	0.5653	0.7519
0.2411	34.8	522	0.5745	0.6673	0.5745	0.7580
0.2411	34.9333	524	0.5910	0.6557	0.5910	0.7688
0.2411	35.0667	526	0.5863	0.6154	0.5863	0.7657
0.2411	35.2	528	0.5850	0.6207	0.5850	0.7648
0.2411	35.3333	530	0.6039	0.5759	0.6039	0.7771
0.2411	35.4667	532	0.6670	0.6129	0.6670	0.8167
0.2411	35.6	534	0.7749	0.5072	0.7749	0.8803
0.2411	35.7333	536	0.7697	0.4945	0.7697	0.8774
0.2411	35.8667	538	0.6678	0.5940	0.6678	0.8172
0.2411	36.0	540	0.5817	0.5548	0.5817	0.7627
0.2411	36.1333	542	0.5773	0.6518	0.5773	0.7598
0.2411	36.2667	544	0.6092	0.6187	0.6092	0.7805
0.2411	36.4	546	0.6384	0.6367	0.6384	0.7990
0.2411	36.5333	548	0.6385	0.6367	0.6385	0.7990
0.2411	36.6667	550	0.6027	0.6187	0.6027	0.7763
0.2411	36.8	552	0.5824	0.6187	0.5824	0.7631
0.2411	36.9333	554	0.5785	0.6807	0.5785	0.7606
0.2411	37.0667	556	0.5693	0.6993	0.5693	0.7545
0.2411	37.2	558	0.5486	0.7109	0.5486	0.7407
0.2411	37.3333	560	0.5351	0.6658	0.5351	0.7315
0.2411	37.4667	562	0.5319	0.6627	0.5319	0.7293
0.2411	37.6	564	0.5257	0.6319	0.5257	0.7251
0.2411	37.7333	566	0.5266	0.6319	0.5266	0.7257
0.2411	37.8667	568	0.5235	0.6581	0.5235	0.7235
0.2411	38.0	570	0.5242	0.6658	0.5242	0.7240
0.2411	38.1333	572	0.5297	0.6690	0.5297	0.7278
0.2411	38.2667	574	0.5375	0.6903	0.5375	0.7331
0.2411	38.4	576	0.5533	0.7223	0.5533	0.7438
0.2411	38.5333	578	0.5636	0.7043	0.5636	0.7507
0.2411	38.6667	580	0.5678	0.6486	0.5678	0.7535
0.2411	38.8	582	0.5685	0.6230	0.5685	0.7540
0.2411	38.9333	584	0.5626	0.6230	0.5626	0.7501
0.2411	39.0667	586	0.5466	0.6796	0.5466	0.7393
0.2411	39.2	588	0.5395	0.6753	0.5395	0.7345
0.2411	39.3333	590	0.5332	0.6689	0.5332	0.7302
0.2411	39.4667	592	0.5446	0.6627	0.5446	0.7380
0.2411	39.6	594	0.5860	0.5940	0.5860	0.7655
0.2411	39.7333	596	0.6093	0.6090	0.6093	0.7806
0.2411	39.8667	598	0.5908	0.5536	0.5908	0.7686
0.2411	40.0	600	0.5594	0.6078	0.5594	0.7479
0.2411	40.1333	602	0.5527	0.7009	0.5527	0.7435
0.2411	40.2667	604	0.5678	0.7043	0.5678	0.7535
0.2411	40.4	606	0.5896	0.6878	0.5896	0.7678
0.2411	40.5333	608	0.5975	0.6719	0.5975	0.7730
0.2411	40.6667	610	0.5807	0.6878	0.5807	0.7620
0.2411	40.8	612	0.5557	0.6824	0.5557	0.7455
0.2411	40.9333	614	0.5441	0.6724	0.5441	0.7376
0.2411	41.0667	616	0.5466	0.6507	0.5466	0.7393
0.2411	41.2	618	0.5457	0.6507	0.5457	0.7387
0.2411	41.3333	620	0.5487	0.6507	0.5487	0.7407
0.2411	41.4667	622	0.5529	0.6087	0.5529	0.7436
0.2411	41.6	624	0.5503	0.6903	0.5503	0.7418
0.2411	41.7333	626	0.5533	0.6894	0.5533	0.7438
0.2411	41.8667	628	0.5787	0.6748	0.5787	0.7607
0.2411	42.0	630	0.6061	0.6639	0.6061	0.7785
0.2411	42.1333	632	0.6012	0.6639	0.6012	0.7754
0.2411	42.2667	634	0.5748	0.7277	0.5748	0.7581
0.2411	42.4	636	0.5584	0.6753	0.5584	0.7473
0.2411	42.5333	638	0.5636	0.6175	0.5636	0.7508
0.2411	42.6667	640	0.5632	0.6470	0.5632	0.7505
0.2411	42.8	642	0.5644	0.6753	0.5644	0.7513
0.2411	42.9333	644	0.5889	0.6446	0.5889	0.7674
0.2411	43.0667	646	0.6101	0.6575	0.6101	0.7811
0.2411	43.2	648	0.5928	0.6798	0.5928	0.7699
0.2411	43.3333	650	0.5712	0.6814	0.5712	0.7558
0.2411	43.4667	652	0.5657	0.6753	0.5657	0.7522
0.2411	43.6	654	0.5597	0.6762	0.5597	0.7481
0.2411	43.7333	656	0.5548	0.6689	0.5548	0.7448
0.2411	43.8667	658	0.5542	0.6689	0.5542	0.7445
0.2411	44.0	660	0.5551	0.6627	0.5551	0.7451
0.2411	44.1333	662	0.5566	0.6627	0.5566	0.7461
0.2411	44.2667	664	0.5627	0.6067	0.5627	0.7501
0.2411	44.4	666	0.5641	0.6259	0.5641	0.7511
0.2411	44.5333	668	0.5607	0.6762	0.5607	0.7488
0.2411	44.6667	670	0.5599	0.6537	0.5599	0.7483
0.2411	44.8	672	0.5616	0.6641	0.5616	0.7494
0.2411	44.9333	674	0.5603	0.6641	0.5603	0.7486
0.2411	45.0667	676	0.5592	0.6641	0.5592	0.7478
0.2411	45.2	678	0.5578	0.6460	0.5578	0.7469
0.2411	45.3333	680	0.5606	0.6498	0.5606	0.7487
0.2411	45.4667	682	0.5639	0.6076	0.5639	0.7509
0.2411	45.6	684	0.5550	0.6498	0.5550	0.7450
0.2411	45.7333	686	0.5463	0.6681	0.5463	0.7391
0.2411	45.8667	688	0.5379	0.6681	0.5379	0.7334
0.2411	46.0	690	0.5384	0.6690	0.5384	0.7338
0.2411	46.1333	692	0.5462	0.6400	0.5462	0.7390
0.2411	46.2667	694	0.5473	0.6400	0.5473	0.7398
0.2411	46.4	696	0.5424	0.6584	0.5424	0.7365
0.2411	46.5333	698	0.5393	0.6546	0.5393	0.7344
0.2411	46.6667	700	0.5387	0.6518	0.5387	0.7340
0.2411	46.8	702	0.5431	0.6555	0.5431	0.7369
0.2411	46.9333	704	0.5430	0.6555	0.5430	0.7369
0.2411	47.0667	706	0.5466	0.6658	0.5466	0.7393
0.2411	47.2	708	0.5521	0.6796	0.5521	0.7430
0.2411	47.3333	710	0.5573	0.6796	0.5573	0.7465
0.2411	47.4667	712	0.5596	0.6796	0.5596	0.7481
0.2411	47.6	714	0.5601	0.6796	0.5601	0.7484
0.2411	47.7333	716	0.5559	0.6762	0.5559	0.7456
0.2411	47.8667	718	0.5510	0.6649	0.5510	0.7423
0.2411	48.0	720	0.5449	0.6729	0.5449	0.7382
0.2411	48.1333	722	0.5537	0.6526	0.5537	0.7441
0.2411	48.2667	724	0.5736	0.6713	0.5736	0.7574
0.2411	48.4	726	0.5822	0.6615	0.5822	0.7630
0.2411	48.5333	728	0.5697	0.6713	0.5697	0.7548
0.2411	48.6667	730	0.5559	0.6401	0.5559	0.7456
0.2411	48.8	732	0.5470	0.6589	0.5470	0.7396
0.2411	48.9333	734	0.5504	0.6619	0.5504	0.7419
0.2411	49.0667	736	0.5601	0.6712	0.5601	0.7484
0.2411	49.2	738	0.5626	0.6720	0.5626	0.7501
0.2411	49.3333	740	0.5676	0.6796	0.5676	0.7534
0.2411	49.4667	742	0.5721	0.6259	0.5721	0.7564
0.2411	49.6	744	0.5715	0.5934	0.5715	0.7560
0.2411	49.7333	746	0.5654	0.6762	0.5654	0.7519
0.2411	49.8667	748	0.5747	0.6593	0.5747	0.7581
0.2411	50.0	750	0.5977	0.6617	0.5977	0.7731
0.2411	50.1333	752	0.6186	0.6774	0.6186	0.7865
0.2411	50.2667	754	0.6137	0.6774	0.6137	0.7834
0.2411	50.4	756	0.5939	0.6647	0.5939	0.7707
0.2411	50.5333	758	0.5829	0.7011	0.5829	0.7635
0.2411	50.6667	760	0.5722	0.7059	0.5722	0.7565
0.2411	50.8	762	0.5717	0.6946	0.5717	0.7561
0.2411	50.9333	764	0.5798	0.6946	0.5798	0.7615
0.2411	51.0667	766	0.6014	0.6946	0.6014	0.7755
0.2411	51.2	768	0.6174	0.6762	0.6175	0.7858
0.2411	51.3333	770	0.6042	0.6946	0.6042	0.7773
0.2411	51.4667	772	0.5815	0.6946	0.5815	0.7626
0.2411	51.6	774	0.5675	0.7001	0.5675	0.7533
0.2411	51.7333	776	0.5571	0.6788	0.5571	0.7464
0.2411	51.8667	778	0.5451	0.6903	0.5451	0.7383
0.2411	52.0	780	0.5386	0.6857	0.5386	0.7339
0.2411	52.1333	782	0.5332	0.6857	0.5332	0.7302
0.2411	52.2667	784	0.5323	0.6753	0.5323	0.7296
0.2411	52.4	786	0.5407	0.6470	0.5407	0.7354
0.2411	52.5333	788	0.5552	0.6269	0.5552	0.7451
0.2411	52.6667	790	0.5597	0.5736	0.5597	0.7481
0.2411	52.8	792	0.5565	0.6796	0.5565	0.7460
0.2411	52.9333	794	0.5581	0.6788	0.5581	0.7471
0.2411	53.0667	796	0.5635	0.7001	0.5635	0.7507
0.2411	53.2	798	0.5613	0.6745	0.5613	0.7492
0.2411	53.3333	800	0.5635	0.6788	0.5635	0.7507
0.2411	53.4667	802	0.5704	0.6788	0.5704	0.7552
0.2411	53.6	804	0.5790	0.6681	0.5790	0.7610
0.2411	53.7333	806	0.5931	0.5898	0.5931	0.7702
0.2411	53.8667	808	0.5988	0.5898	0.5988	0.7738
0.2411	54.0	810	0.6009	0.6013	0.6009	0.7752
0.2411	54.1333	812	0.6027	0.7001	0.6027	0.7763
0.2411	54.2667	814	0.6060	0.6993	0.6060	0.7785
0.2411	54.4	816	0.5971	0.6993	0.5971	0.7727
0.2411	54.5333	818	0.5871	0.6993	0.5871	0.7662
0.2411	54.6667	820	0.5810	0.7109	0.5810	0.7622
0.2411	54.8	822	0.5749	0.6779	0.5749	0.7582
0.2411	54.9333	824	0.5712	0.6788	0.5712	0.7558
0.2411	55.0667	826	0.5795	0.6779	0.5795	0.7613
0.2411	55.2	828	0.5877	0.7109	0.5877	0.7666
0.2411	55.3333	830	0.5846	0.7109	0.5846	0.7646
0.2411	55.4667	832	0.5789	0.7109	0.5789	0.7608
0.2411	55.6	834	0.5758	0.6788	0.5758	0.7588
0.2411	55.7333	836	0.5758	0.6950	0.5758	0.7588
0.2411	55.8667	838	0.5780	0.6657	0.5780	0.7603
0.2411	56.0	840	0.5769	0.6118	0.5769	0.7596
0.2411	56.1333	842	0.5798	0.6768	0.5798	0.7614
0.2411	56.2667	844	0.5823	0.6768	0.5823	0.7631
0.2411	56.4	846	0.5850	0.6950	0.5850	0.7648
0.2411	56.5333	848	0.5928	0.6706	0.5928	0.7699
0.2411	56.6667	850	0.5961	0.6706	0.5961	0.7721
0.2411	56.8	852	0.5859	0.6894	0.5859	0.7654
0.2411	56.9333	854	0.5739	0.6866	0.5739	0.7575
0.2411	57.0667	856	0.5735	0.6452	0.5735	0.7573
0.2411	57.2	858	0.5749	0.6452	0.5749	0.7582
0.2411	57.3333	860	0.5719	0.6452	0.5719	0.7562
0.2411	57.4667	862	0.5740	0.6970	0.5740	0.7576
0.2411	57.6	864	0.5897	0.6849	0.5897	0.7679
0.2411	57.7333	866	0.6184	0.6569	0.6184	0.7864
0.2411	57.8667	868	0.6358	0.5872	0.6358	0.7974
0.2411	58.0	870	0.6301	0.6569	0.6301	0.7938
0.2411	58.1333	872	0.6153	0.6569	0.6153	0.7844
0.2411	58.2667	874	0.6012	0.6706	0.6012	0.7754
0.2411	58.4	876	0.5919	0.6903	0.5919	0.7694
0.2411	58.5333	878	0.5845	0.6903	0.5845	0.7645
0.2411	58.6667	880	0.5773	0.6762	0.5773	0.7598
0.2411	58.8	882	0.5726	0.6667	0.5726	0.7567
0.2411	58.9333	884	0.5730	0.6349	0.5730	0.7569
0.2411	59.0667	886	0.5749	0.6349	0.5749	0.7583
0.2411	59.2	888	0.5753	0.6349	0.5753	0.7585
0.2411	59.3333	890	0.5733	0.6349	0.5733	0.7572
0.2411	59.4667	892	0.5677	0.6658	0.5677	0.7534
0.2411	59.6	894	0.5635	0.6658	0.5635	0.7507
0.2411	59.7333	896	0.5602	0.6690	0.5602	0.7484
0.2411	59.8667	898	0.5615	0.6788	0.5615	0.7493
0.2411	60.0	900	0.5651	0.6788	0.5651	0.7517
0.2411	60.1333	902	0.5664	0.6894	0.5664	0.7526
0.2411	60.2667	904	0.5627	0.6681	0.5627	0.7501
0.2411	60.4	906	0.5619	0.6547	0.5619	0.7496
0.2411	60.5333	908	0.5610	0.6118	0.5610	0.7490
0.2411	60.6667	910	0.5610	0.6118	0.5610	0.7490
0.2411	60.8	912	0.5617	0.6118	0.5617	0.7494
0.2411	60.9333	914	0.5614	0.5994	0.5614	0.7493
0.2411	61.0667	916	0.5578	0.6681	0.5578	0.7469
0.2411	61.2	918	0.5543	0.6681	0.5543	0.7445
0.2411	61.3333	920	0.5515	0.6788	0.5515	0.7426
0.2411	61.4667	922	0.5478	0.6788	0.5478	0.7401
0.2411	61.6	924	0.5421	0.6546	0.5421	0.7362
0.2411	61.7333	926	0.5398	0.6627	0.5398	0.7347
0.2411	61.8667	928	0.5423	0.6947	0.5423	0.7364
0.2411	62.0	930	0.5389	0.6947	0.5389	0.7341
0.2411	62.1333	932	0.5372	0.6947	0.5372	0.7330
0.2411	62.2667	934	0.5353	0.6627	0.5353	0.7317
0.2411	62.4	936	0.5366	0.6762	0.5366	0.7325
0.2411	62.5333	938	0.5438	0.6788	0.5438	0.7374
0.2411	62.6667	940	0.5487	0.6894	0.5487	0.7407
0.2411	62.8	942	0.5473	0.7009	0.5473	0.7398
0.2411	62.9333	944	0.5424	0.6796	0.5424	0.7364
0.2411	63.0667	946	0.5397	0.6762	0.5397	0.7347
0.2411	63.2	948	0.5370	0.6762	0.5370	0.7328
0.2411	63.3333	950	0.5370	0.6762	0.5370	0.7328
0.2411	63.4667	952	0.5383	0.6762	0.5383	0.7337
0.2411	63.6	954	0.5426	0.6762	0.5426	0.7366
0.2411	63.7333	956	0.5529	0.6903	0.5529	0.7436
0.2411	63.8667	958	0.5613	0.6894	0.5613	0.7492
0.2411	64.0	960	0.5681	0.6779	0.5681	0.7537
0.2411	64.1333	962	0.5788	0.6993	0.5788	0.7608
0.2411	64.2667	964	0.5917	0.6900	0.5917	0.7692
0.2411	64.4	966	0.6035	0.6647	0.6035	0.7769
0.2411	64.5333	968	0.6115	0.6815	0.6115	0.7820
0.2411	64.6667	970	0.5993	0.6647	0.5993	0.7741
0.2411	64.8	972	0.5762	0.6555	0.5762	0.7591
0.2411	64.9333	974	0.5612	0.6970	0.5612	0.7491
0.2411	65.0667	976	0.5561	0.6729	0.5561	0.7457
0.2411	65.2	978	0.5579	0.6627	0.5579	0.7469
0.2411	65.3333	980	0.5606	0.6627	0.5606	0.7487
0.2411	65.4667	982	0.5592	0.6729	0.5592	0.7478
0.2411	65.6	984	0.5610	0.6729	0.5610	0.7490
0.2411	65.7333	986	0.5649	0.6970	0.5649	0.7516
0.2411	65.8667	988	0.5690	0.6857	0.5690	0.7543
0.2411	66.0	990	0.5714	0.6704	0.5714	0.7559
0.2411	66.1333	992	0.5671	0.6814	0.5671	0.7531
0.2411	66.2667	994	0.5661	0.6772	0.5661	0.7524
0.2411	66.4	996	0.5632	0.6814	0.5632	0.7505
0.2411	66.5333	998	0.5645	0.6772	0.5645	0.7514
0.0493	66.6667	1000	0.5668	0.6695	0.5668	0.7529
0.0493	66.8	1002	0.5697	0.6695	0.5697	0.7548
0.0493	66.9333	1004	0.5638	0.6806	0.5638	0.7509
0.0493	67.0667	1006	0.5581	0.7009	0.5581	0.7471
0.0493	67.2	1008	0.5562	0.7009	0.5562	0.7458
0.0493	67.3333	1010	0.5546	0.6903	0.5546	0.7447
0.0493	67.4667	1012	0.5560	0.6903	0.5560	0.7457
0.0493	67.6	1014	0.5585	0.7009	0.5585	0.7473
0.0493	67.7333	1016	0.5615	0.6962	0.5615	0.7493
0.0493	67.8667	1018	0.5659	0.6916	0.5659	0.7522
0.0493	68.0	1020	0.5723	0.6446	0.5723	0.7565
0.0493	68.1333	1022	0.5817	0.6446	0.5817	0.7627
0.0493	68.2667	1024	0.5918	0.6647	0.5918	0.7693
0.0493	68.4	1026	0.5931	0.6464	0.5931	0.7701
0.0493	68.5333	1028	0.5875	0.6687	0.5875	0.7665

Framework versions

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