ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_task1_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: 1.2832
• Qwk: 0.3761
• Mse: 1.2832
• Rmse: 1.1328

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	0.1429	2	7.1911	-0.0164	7.1911	2.6816
No log	0.2857	4	4.5557	0.0392	4.5557	2.1344
No log	0.4286	6	3.3620	0.0833	3.3620	1.8336
No log	0.5714	8	2.9954	0.0387	2.9954	1.7307
No log	0.7143	10	2.2555	0.1642	2.2555	1.5018
No log	0.8571	12	1.9711	0.1754	1.9711	1.4040
No log	1.0	14	1.7792	0.1698	1.7792	1.3339
No log	1.1429	16	1.8008	0.1481	1.8008	1.3419
No log	1.2857	18	1.9219	0.1930	1.9219	1.3863
No log	1.4286	20	2.3337	0.0448	2.3337	1.5276
No log	1.5714	22	2.2602	0.0930	2.2602	1.5034
No log	1.7143	24	1.8041	0.2185	1.8041	1.3432
No log	1.8571	26	1.6340	0.2857	1.6340	1.2783
No log	2.0	28	1.5663	0.2037	1.5663	1.2515
No log	2.1429	30	1.5189	0.2037	1.5189	1.2325
No log	2.2857	32	1.4385	0.2881	1.4385	1.1994
No log	2.4286	34	1.4889	0.3415	1.4889	1.2202
No log	2.5714	36	1.4661	0.3770	1.4661	1.2108
No log	2.7143	38	1.3584	0.3333	1.3584	1.1655
No log	2.8571	40	1.3935	0.3932	1.3935	1.1805
No log	3.0	42	1.4647	0.4444	1.4647	1.2102
No log	3.1429	44	1.2482	0.5484	1.2482	1.1172
No log	3.2857	46	1.0938	0.5857	1.0938	1.0459
No log	3.4286	48	1.1043	0.6081	1.1043	1.0509
No log	3.5714	50	0.9095	0.6294	0.9095	0.9537
No log	3.7143	52	0.8919	0.6621	0.8919	0.9444
No log	3.8571	54	0.8984	0.7075	0.8984	0.9478
No log	4.0	56	0.9571	0.6667	0.9571	0.9783
No log	4.1429	58	1.0061	0.6531	1.0061	1.0031
No log	4.2857	60	1.2222	0.5180	1.2222	1.1055
No log	4.4286	62	1.4525	0.3910	1.4525	1.2052
No log	4.5714	64	1.4935	0.3438	1.4935	1.2221
No log	4.7143	66	1.2299	0.5106	1.2299	1.1090
No log	4.8571	68	1.1788	0.5496	1.1788	1.0857
No log	5.0	70	1.3115	0.4427	1.3115	1.1452
No log	5.1429	72	1.2562	0.4194	1.2562	1.1208
No log	5.2857	74	1.3083	0.4	1.3083	1.1438
No log	5.4286	76	1.2932	0.4333	1.2932	1.1372
No log	5.5714	78	1.2442	0.4098	1.2442	1.1155
No log	5.7143	80	1.1882	0.4553	1.1882	1.0900
No log	5.8571	82	1.2681	0.4122	1.2681	1.1261
No log	6.0	84	1.3099	0.4154	1.3099	1.1445
No log	6.1429	86	1.4764	0.4091	1.4764	1.2151
No log	6.2857	88	1.6327	0.3308	1.6327	1.2778
No log	6.4286	90	1.2836	0.5143	1.2836	1.1330
No log	6.5714	92	0.9924	0.6809	0.9924	0.9962
No log	6.7143	94	1.1678	0.4526	1.1678	1.0806
No log	6.8571	96	1.0854	0.5496	1.0854	1.0418
No log	7.0	98	1.0616	0.5821	1.0616	1.0303
No log	7.1429	100	1.2761	0.4031	1.2761	1.1297
No log	7.2857	102	1.2775	0.4	1.2775	1.1303
No log	7.4286	104	1.2229	0.4754	1.2229	1.1059
No log	7.5714	106	1.2711	0.4874	1.2711	1.1275
No log	7.7143	108	1.2478	0.4706	1.2478	1.1171
No log	7.8571	110	1.2206	0.4706	1.2206	1.1048
No log	8.0	112	1.1318	0.5041	1.1318	1.0639
No log	8.1429	114	1.1735	0.3906	1.1735	1.0833
No log	8.2857	116	1.3047	0.4627	1.3047	1.1422
No log	8.4286	118	1.1502	0.4662	1.1502	1.0725
No log	8.5714	120	1.0086	0.6047	1.0086	1.0043
No log	8.7143	122	0.9990	0.6154	0.9990	0.9995
No log	8.8571	124	1.0135	0.6515	1.0135	1.0067
No log	9.0	126	0.9624	0.6308	0.9624	0.9810
No log	9.1429	128	0.9577	0.6412	0.9577	0.9786
No log	9.2857	130	0.9732	0.6269	0.9732	0.9865
No log	9.4286	132	0.9141	0.6212	0.9141	0.9561
No log	9.5714	134	0.9074	0.5909	0.9074	0.9526
No log	9.7143	136	0.9703	0.5802	0.9703	0.9850
No log	9.8571	138	1.0065	0.5846	1.0065	1.0032
No log	10.0	140	0.9362	0.5802	0.9362	0.9676
No log	10.1429	142	0.9398	0.5802	0.9398	0.9694
No log	10.2857	144	0.9227	0.5625	0.9227	0.9606
No log	10.4286	146	0.9636	0.5909	0.9636	0.9816
No log	10.5714	148	1.0424	0.5077	1.0424	1.0210
No log	10.7143	150	0.9257	0.6212	0.9257	0.9622
No log	10.8571	152	0.9738	0.6260	0.9738	0.9868
No log	11.0	154	1.2096	0.5909	1.2096	1.0998
No log	11.1429	156	1.2748	0.5113	1.2748	1.1291
No log	11.2857	158	1.0664	0.6107	1.0664	1.0327
No log	11.4286	160	0.9167	0.6667	0.9167	0.9575
No log	11.5714	162	0.9449	0.6131	0.9449	0.9720
No log	11.7143	164	0.9186	0.6525	0.9186	0.9584
No log	11.8571	166	0.8605	0.6906	0.8605	0.9276
No log	12.0	168	1.1073	0.5294	1.1073	1.0523
No log	12.1429	170	1.2004	0.5	1.2004	1.0956
No log	12.2857	172	0.9736	0.6107	0.9736	0.9867
No log	12.4286	174	0.9454	0.6418	0.9454	0.9723
No log	12.5714	176	0.9594	0.6107	0.9594	0.9795
No log	12.7143	178	1.0114	0.5669	1.0114	1.0057
No log	12.8571	180	1.0959	0.4918	1.0959	1.0468
No log	13.0	182	1.1246	0.5323	1.1246	1.0605
No log	13.1429	184	1.0669	0.5246	1.0669	1.0329
No log	13.2857	186	1.0312	0.5645	1.0312	1.0155
No log	13.4286	188	1.0241	0.5484	1.0241	1.0120
No log	13.5714	190	0.9913	0.5984	0.9913	0.9956
No log	13.7143	192	1.0450	0.528	1.0450	1.0222
No log	13.8571	194	1.1205	0.5469	1.1205	1.0585
No log	14.0	196	1.0604	0.5484	1.0604	1.0298
No log	14.1429	198	0.9927	0.5484	0.9927	0.9964
No log	14.2857	200	0.9641	0.544	0.9641	0.9819
No log	14.4286	202	0.9863	0.4918	0.9863	0.9931
No log	14.5714	204	1.0217	0.4667	1.0217	1.0108
No log	14.7143	206	1.2219	0.4298	1.2219	1.1054
No log	14.8571	208	1.3785	0.3968	1.3785	1.1741
No log	15.0	210	1.2858	0.5156	1.2858	1.1339
No log	15.1429	212	1.0647	0.6308	1.0647	1.0318
No log	15.2857	214	0.9865	0.6364	0.9865	0.9932
No log	15.4286	216	0.9685	0.6364	0.9685	0.9841
No log	15.5714	218	0.9751	0.6260	0.9751	0.9875
No log	15.7143	220	0.9717	0.6364	0.9717	0.9857
No log	15.8571	222	0.9882	0.6364	0.9882	0.9941
No log	16.0	224	1.0268	0.6047	1.0268	1.0133
No log	16.1429	226	1.1127	0.4878	1.1127	1.0548
No log	16.2857	228	1.1231	0.4754	1.1231	1.0598
No log	16.4286	230	1.1063	0.4667	1.1063	1.0518
No log	16.5714	232	1.1169	0.5455	1.1169	1.0568
No log	16.7143	234	1.0397	0.5645	1.0397	1.0196
No log	16.8571	236	0.9405	0.6094	0.9405	0.9698
No log	17.0	238	0.9335	0.6471	0.9335	0.9662
No log	17.1429	240	0.9167	0.6515	0.9167	0.9574
No log	17.2857	242	0.9383	0.6466	0.9383	0.9687
No log	17.4286	244	1.1265	0.5373	1.1265	1.0614
No log	17.5714	246	1.2793	0.4567	1.2793	1.1311
No log	17.7143	248	1.2868	0.3967	1.2868	1.1344
No log	17.8571	250	1.1546	0.4444	1.1546	1.0745
No log	18.0	252	1.1013	0.5	1.1013	1.0494
No log	18.1429	254	1.0597	0.5827	1.0597	1.0294
No log	18.2857	256	1.0584	0.56	1.0584	1.0288
No log	18.4286	258	1.0730	0.5625	1.0730	1.0359
No log	18.5714	260	1.0194	0.6142	1.0194	1.0097
No log	18.7143	262	1.0108	0.6142	1.0108	1.0054
No log	18.8571	264	0.9951	0.6466	0.9951	0.9976
No log	19.0	266	1.0246	0.5736	1.0246	1.0122
No log	19.1429	268	1.0521	0.5802	1.0521	1.0257
No log	19.2857	270	1.0062	0.6618	1.0062	1.0031
No log	19.4286	272	1.0150	0.5455	1.0150	1.0075
No log	19.5714	274	1.1051	0.5373	1.1051	1.0513
No log	19.7143	276	1.0896	0.5373	1.0896	1.0438
No log	19.8571	278	0.9943	0.6015	0.9943	0.9971
No log	20.0	280	0.9628	0.6765	0.9628	0.9812
No log	20.1429	282	1.0087	0.6429	1.0087	1.0043
No log	20.2857	284	0.9975	0.6857	0.9975	0.9988
No log	20.4286	286	0.9824	0.5736	0.9824	0.9911
No log	20.5714	288	1.0937	0.4961	1.0937	1.0458
No log	20.7143	290	1.1482	0.5839	1.1482	1.0716
No log	20.8571	292	1.1409	0.5839	1.1409	1.0681
No log	21.0	294	1.0890	0.5414	1.0890	1.0436
No log	21.1429	296	1.0204	0.5970	1.0204	1.0102
No log	21.2857	298	1.0247	0.5909	1.0247	1.0123
No log	21.4286	300	0.9879	0.5865	0.9879	0.9939
No log	21.5714	302	0.9777	0.5865	0.9777	0.9888
No log	21.7143	304	0.9692	0.5865	0.9692	0.9845
No log	21.8571	306	0.9533	0.6212	0.9533	0.9764
No log	22.0	308	0.9516	0.6316	0.9516	0.9755
No log	22.1429	310	0.9733	0.6154	0.9733	0.9865
No log	22.2857	312	1.0033	0.5846	1.0033	1.0017
No log	22.4286	314	1.0442	0.5692	1.0442	1.0219
No log	22.5714	316	1.0210	0.6094	1.0210	1.0104
No log	22.7143	318	1.0026	0.6260	1.0026	1.0013
No log	22.8571	320	1.0352	0.6	1.0352	1.0174
No log	23.0	322	1.0891	0.5	1.0891	1.0436
No log	23.1429	324	1.1083	0.5625	1.1083	1.0527
No log	23.2857	326	1.0829	0.5669	1.0829	1.0406
No log	23.4286	328	1.1035	0.6094	1.1035	1.0505
No log	23.5714	330	1.1236	0.5846	1.1236	1.0600
No log	23.7143	332	1.0797	0.5954	1.0797	1.0391
No log	23.8571	334	0.9954	0.6364	0.9954	0.9977
No log	24.0	336	0.9938	0.6154	0.9938	0.9969
No log	24.1429	338	0.9999	0.5954	0.9999	0.9999
No log	24.2857	340	0.9546	0.6000	0.9546	0.9771
No log	24.4286	342	0.9889	0.6202	0.9889	0.9944
No log	24.5714	344	1.0961	0.6308	1.0961	1.0469
No log	24.7143	346	1.2192	0.5692	1.2192	1.1042
No log	24.8571	348	1.2808	0.4262	1.2808	1.1317
No log	25.0	350	1.2402	0.48	1.2402	1.1136
No log	25.1429	352	1.1443	0.5203	1.1443	1.0697
No log	25.2857	354	1.0580	0.5938	1.0580	1.0286
No log	25.4286	356	1.0378	0.6412	1.0378	1.0187
No log	25.5714	358	1.0020	0.6260	1.0020	1.0010
No log	25.7143	360	1.0200	0.6364	1.0200	1.0100
No log	25.8571	362	0.9947	0.6364	0.9947	0.9973
No log	26.0	364	0.9767	0.6154	0.9767	0.9883
No log	26.1429	366	0.9576	0.6154	0.9576	0.9786
No log	26.2857	368	0.9528	0.6154	0.9528	0.9761
No log	26.4286	370	0.9647	0.6094	0.9647	0.9822
No log	26.5714	372	0.9650	0.6202	0.9650	0.9824
No log	26.7143	374	0.9678	0.5984	0.9678	0.9838
No log	26.8571	376	1.0007	0.5873	1.0007	1.0003
No log	27.0	378	1.0141	0.592	1.0141	1.0070
No log	27.1429	380	1.0079	0.6047	1.0079	1.0040
No log	27.2857	382	0.9828	0.6212	0.9828	0.9914
No log	27.4286	384	0.9621	0.6370	0.9621	0.9809
No log	27.5714	386	1.0064	0.5891	1.0064	1.0032
No log	27.7143	388	1.1667	0.5714	1.1667	1.0802
No log	27.8571	390	1.2474	0.5075	1.2474	1.1169
No log	28.0	392	1.2613	0.5263	1.2613	1.1231
No log	28.1429	394	1.2102	0.5373	1.2102	1.1001
No log	28.2857	396	1.0864	0.6299	1.0864	1.0423
No log	28.4286	398	1.0246	0.5920	1.0246	1.0122
No log	28.5714	400	1.0401	0.5891	1.0401	1.0198
No log	28.7143	402	1.0271	0.5891	1.0271	1.0135
No log	28.8571	404	0.9985	0.6418	0.9985	0.9992
No log	29.0	406	0.9928	0.6154	0.9928	0.9964
No log	29.1429	408	1.0491	0.5873	1.0491	1.0243
No log	29.2857	410	1.1224	0.5496	1.1224	1.0594
No log	29.4286	412	1.1201	0.5496	1.1201	1.0584
No log	29.5714	414	1.0744	0.5760	1.0744	1.0366
No log	29.7143	416	1.0252	0.6094	1.0252	1.0125
No log	29.8571	418	1.0238	0.6202	1.0238	1.0118
No log	30.0	420	1.0514	0.5781	1.0514	1.0254
No log	30.1429	422	1.0793	0.4839	1.0793	1.0389
No log	30.2857	424	1.0873	0.4839	1.0873	1.0428
No log	30.4286	426	1.0860	0.5528	1.0860	1.0421
No log	30.5714	428	1.1410	0.5042	1.1410	1.0682
No log	30.7143	430	1.2012	0.4426	1.2012	1.0960
No log	30.8571	432	1.2171	0.4132	1.2171	1.1032
No log	31.0	434	1.1886	0.4333	1.1886	1.0902
No log	31.1429	436	1.1829	0.4878	1.1829	1.0876
No log	31.2857	438	1.1740	0.5079	1.1740	1.0835
No log	31.4286	440	1.1477	0.5197	1.1477	1.0713
No log	31.5714	442	1.1328	0.5397	1.1328	1.0643
No log	31.7143	444	1.1276	0.5827	1.1276	1.0619
No log	31.8571	446	1.1712	0.5397	1.1712	1.0822
No log	32.0	448	1.1905	0.5079	1.1905	1.0911
No log	32.1429	450	1.1926	0.496	1.1926	1.0920
No log	32.2857	452	1.1649	0.5968	1.1649	1.0793
No log	32.4286	454	1.1559	0.5246	1.1559	1.0751
No log	32.5714	456	1.1313	0.5397	1.1313	1.0636
No log	32.7143	458	1.1159	0.5397	1.1159	1.0563
No log	32.8571	460	1.1192	0.5528	1.1192	1.0579
No log	33.0	462	1.1380	0.5968	1.1380	1.0668
No log	33.1429	464	1.1338	0.5455	1.1338	1.0648
No log	33.2857	466	1.0926	0.5714	1.0926	1.0453
No log	33.4286	468	1.0480	0.5891	1.0480	1.0237
No log	33.5714	470	1.0538	0.5512	1.0538	1.0266
No log	33.7143	472	1.0706	0.5397	1.0706	1.0347
No log	33.8571	474	1.1267	0.5042	1.1267	1.0615
No log	34.0	476	1.2072	0.5042	1.2072	1.0987
No log	34.1429	478	1.2344	0.4915	1.2344	1.1110
No log	34.2857	480	1.2136	0.5042	1.2136	1.1016
No log	34.4286	482	1.1418	0.5574	1.1418	1.0686
No log	34.5714	484	1.0581	0.5760	1.0581	1.0286
No log	34.7143	486	1.0074	0.5760	1.0074	1.0037
No log	34.8571	488	0.9948	0.5873	0.9948	0.9974
No log	35.0	490	0.9844	0.625	0.9844	0.9922
No log	35.1429	492	1.0056	0.624	1.0056	1.0028
No log	35.2857	494	1.0485	0.5738	1.0485	1.0240
No log	35.4286	496	1.0998	0.4576	1.0998	1.0487
No log	35.5714	498	1.1354	0.4310	1.1354	1.0655
0.2947	35.7143	500	1.1644	0.4310	1.1644	1.0791
0.2947	35.8571	502	1.1698	0.4444	1.1698	1.0816
0.2947	36.0	504	1.1569	0.4746	1.1569	1.0756
0.2947	36.1429	506	1.1637	0.4915	1.1637	1.0787
0.2947	36.2857	508	1.1671	0.5333	1.1671	1.0803
0.2947	36.4286	510	1.1391	0.5738	1.1391	1.0673
0.2947	36.5714	512	1.0996	0.6129	1.0996	1.0486
0.2947	36.7143	514	1.0714	0.6190	1.0714	1.0351
0.2947	36.8571	516	1.0482	0.5528	1.0482	1.0238
0.2947	37.0	518	1.0357	0.5366	1.0357	1.0177
0.2947	37.1429	520	1.0211	0.5512	1.0211	1.0105
0.2947	37.2857	522	1.0155	0.5781	1.0155	1.0077
0.2947	37.4286	524	1.0266	0.5781	1.0266	1.0132
0.2947	37.5714	526	1.0413	0.5484	1.0413	1.0204
0.2947	37.7143	528	1.0880	0.5968	1.0880	1.0431
0.2947	37.8571	530	1.1825	0.5271	1.1825	1.0874
0.2947	38.0	532	1.2598	0.5116	1.2598	1.1224
0.2947	38.1429	534	1.2748	0.4885	1.2748	1.1291
0.2947	38.2857	536	1.2029	0.5116	1.2029	1.0968
0.2947	38.4286	538	1.1158	0.5714	1.1158	1.0563
0.2947	38.5714	540	1.0599	0.5873	1.0599	1.0295
0.2947	38.7143	542	1.0385	0.6047	1.0385	1.0191
0.2947	38.8571	544	1.0329	0.6047	1.0329	1.0163
0.2947	39.0	546	1.0633	0.6047	1.0633	1.0312
0.2947	39.1429	548	1.0937	0.5846	1.0937	1.0458
0.2947	39.2857	550	1.1013	0.5781	1.1013	1.0494
0.2947	39.4286	552	1.0848	0.6094	1.0848	1.0415
0.2947	39.5714	554	1.0387	0.5938	1.0387	1.0191
0.2947	39.7143	556	1.0021	0.625	1.0021	1.0011
0.2947	39.8571	558	0.9802	0.6260	0.9802	0.9900
0.2947	40.0	560	0.9867	0.6154	0.9867	0.9933
0.2947	40.1429	562	0.9922	0.6154	0.9922	0.9961
0.2947	40.2857	564	0.9845	0.6617	0.9845	0.9922
0.2947	40.4286	566	0.9666	0.6412	0.9666	0.9832
0.2947	40.5714	568	0.9566	0.6094	0.9566	0.9780
0.2947	40.7143	570	0.9842	0.5806	0.9842	0.9921
0.2947	40.8571	572	1.0060	0.5806	1.0060	1.0030
0.2947	41.0	574	1.0302	0.5691	1.0302	1.0150
0.2947	41.1429	576	1.0386	0.6016	1.0386	1.0191
0.2947	41.2857	578	1.0472	0.5410	1.0472	1.0233
0.2947	41.4286	580	1.0600	0.5246	1.0600	1.0296
0.2947	41.5714	582	1.0357	0.5124	1.0357	1.0177
0.2947	41.7143	584	1.0000	0.5528	1.0000	1.0000
0.2947	41.8571	586	0.9759	0.5984	0.9759	0.9879
0.2947	42.0	588	0.9659	0.6094	0.9659	0.9828
0.2947	42.1429	590	0.9661	0.5984	0.9661	0.9829
0.2947	42.2857	592	0.9857	0.5984	0.9857	0.9928
0.2947	42.4286	594	1.0063	0.5984	1.0063	1.0031
0.2947	42.5714	596	1.0249	0.5920	1.0249	1.0124
0.2947	42.7143	598	1.0329	0.6190	1.0329	1.0163
0.2947	42.8571	600	1.0620	0.6094	1.0620	1.0305
0.2947	43.0	602	1.0744	0.5736	1.0744	1.0365
0.2947	43.1429	604	1.0635	0.5920	1.0635	1.0313
0.2947	43.2857	606	1.0707	0.5645	1.0707	1.0348
0.2947	43.4286	608	1.1053	0.5246	1.1053	1.0513
0.2947	43.5714	610	1.1318	0.5	1.1318	1.0639
0.2947	43.7143	612	1.1414	0.4833	1.1414	1.0683
0.2947	43.8571	614	1.1488	0.5246	1.1488	1.0718
0.2947	44.0	616	1.1452	0.5366	1.1452	1.0701
0.2947	44.1429	618	1.1524	0.592	1.1524	1.0735
0.2947	44.2857	620	1.1553	0.6190	1.1553	1.0749
0.2947	44.4286	622	1.1662	0.5645	1.1662	1.0799
0.2947	44.5714	624	1.1655	0.5161	1.1655	1.0796
0.2947	44.7143	626	1.1652	0.5161	1.1652	1.0794
0.2947	44.8571	628	1.1445	0.5161	1.1445	1.0698
0.2947	45.0	630	1.1033	0.5556	1.1033	1.0504
0.2947	45.1429	632	1.0695	0.6094	1.0695	1.0342
0.2947	45.2857	634	1.0684	0.6308	1.0684	1.0336
0.2947	45.4286	636	1.0537	0.6308	1.0537	1.0265
0.2947	45.5714	638	1.0421	0.6094	1.0421	1.0208
0.2947	45.7143	640	1.0511	0.5984	1.0511	1.0252
0.2947	45.8571	642	1.0637	0.576	1.0637	1.0313
0.2947	46.0	644	1.0777	0.5528	1.0777	1.0381
0.2947	46.1429	646	1.1017	0.5484	1.1017	1.0496
0.2947	46.2857	648	1.1204	0.5484	1.1204	1.0585
0.2947	46.4286	650	1.1329	0.5484	1.1329	1.0644
0.2947	46.5714	652	1.1310	0.5484	1.1310	1.0635
0.2947	46.7143	654	1.1096	0.5760	1.1096	1.0534
0.2947	46.8571	656	1.0990	0.5760	1.0990	1.0483
0.2947	47.0	658	1.0757	0.5760	1.0757	1.0371
0.2947	47.1429	660	1.0662	0.5827	1.0662	1.0326
0.2947	47.2857	662	1.0778	0.5760	1.0778	1.0382
0.2947	47.4286	664	1.0867	0.5512	1.0867	1.0424
0.2947	47.5714	666	1.0910	0.5512	1.0910	1.0445
0.2947	47.7143	668	1.0738	0.5873	1.0738	1.0363
0.2947	47.8571	670	1.0731	0.6032	1.0731	1.0359
0.2947	48.0	672	1.0862	0.5920	1.0862	1.0422
0.2947	48.1429	674	1.1105	0.5806	1.1105	1.0538
0.2947	48.2857	676	1.1497	0.5455	1.1497	1.0723
0.2947	48.4286	678	1.1848	0.5	1.1848	1.0885
0.2947	48.5714	680	1.2018	0.4915	1.2018	1.0963
0.2947	48.7143	682	1.2064	0.4915	1.2064	1.0984
0.2947	48.8571	684	1.2086	0.4915	1.2086	1.0994
0.2947	49.0	686	1.2068	0.4576	1.2068	1.0985
0.2947	49.1429	688	1.2053	0.5	1.2053	1.0978
0.2947	49.2857	690	1.2046	0.5410	1.2046	1.0975
0.2947	49.4286	692	1.1963	0.5203	1.1963	1.0937
0.2947	49.5714	694	1.1742	0.5410	1.1742	1.0836
0.2947	49.7143	696	1.1668	0.5806	1.1668	1.0802
0.2947	49.8571	698	1.1661	0.5528	1.1661	1.0799
0.2947	50.0	700	1.1724	0.5645	1.1724	1.0828
0.2947	50.1429	702	1.1860	0.544	1.1860	1.0891
0.2947	50.2857	704	1.1924	0.544	1.1924	1.0920
0.2947	50.4286	706	1.1760	0.5528	1.1760	1.0844
0.2947	50.5714	708	1.1629	0.6032	1.1629	1.0784
0.2947	50.7143	710	1.1573	0.5806	1.1573	1.0758
0.2947	50.8571	712	1.1644	0.5691	1.1644	1.0791
0.2947	51.0	714	1.1598	0.592	1.1598	1.0769
0.2947	51.1429	716	1.1629	0.592	1.1629	1.0784
0.2947	51.2857	718	1.1931	0.5806	1.1931	1.0923
0.2947	51.4286	720	1.2141	0.5556	1.2141	1.1018
0.2947	51.5714	722	1.1964	0.5574	1.1964	1.0938
0.2947	51.7143	724	1.1750	0.5738	1.1750	1.0840
0.2947	51.8571	726	1.1634	0.5738	1.1634	1.0786
0.2947	52.0	728	1.1442	0.5806	1.1442	1.0697
0.2947	52.1429	730	1.1235	0.5806	1.1235	1.0600
0.2947	52.2857	732	1.1065	0.6032	1.1065	1.0519
0.2947	52.4286	734	1.1174	0.5873	1.1174	1.0571
0.2947	52.5714	736	1.1238	0.5873	1.1238	1.0601
0.2947	52.7143	738	1.1326	0.6032	1.1326	1.0642
0.2947	52.8571	740	1.1599	0.5854	1.1599	1.0770
0.2947	53.0	742	1.1767	0.5738	1.1767	1.0848
0.2947	53.1429	744	1.1718	0.5528	1.1718	1.0825
0.2947	53.2857	746	1.1751	0.5124	1.1751	1.0840
0.2947	53.4286	748	1.1839	0.5528	1.1839	1.0881
0.2947	53.5714	750	1.2107	0.5333	1.2107	1.1003
0.2947	53.7143	752	1.2223	0.5333	1.2223	1.1056
0.2947	53.8571	754	1.2037	0.5210	1.2037	1.0971
0.2947	54.0	756	1.1671	0.5528	1.1671	1.0803
0.2947	54.1429	758	1.1409	0.5806	1.1409	1.0681
0.2947	54.2857	760	1.1363	0.5920	1.1363	1.0660
0.2947	54.4286	762	1.1296	0.5645	1.1296	1.0628
0.2947	54.5714	764	1.1202	0.5984	1.1202	1.0584
0.2947	54.7143	766	1.1149	0.5645	1.1149	1.0559
0.2947	54.8571	768	1.1381	0.5556	1.1381	1.0668
0.2947	55.0	770	1.2016	0.4961	1.2016	1.0962
0.2947	55.1429	772	1.2395	0.5191	1.2395	1.1133
0.2947	55.2857	774	1.2344	0.5191	1.2344	1.1111
0.2947	55.4286	776	1.2029	0.4961	1.2029	1.0968
0.2947	55.5714	778	1.1847	0.5197	1.1847	1.0884
0.2947	55.7143	780	1.1539	0.5669	1.1539	1.0742
0.2947	55.8571	782	1.1372	0.5806	1.1372	1.0664
0.2947	56.0	784	1.1442	0.5366	1.1442	1.0697
0.2947	56.1429	786	1.1611	0.4878	1.1611	1.0775
0.2947	56.2857	788	1.1584	0.4793	1.1584	1.0763
0.2947	56.4286	790	1.1351	0.5806	1.1351	1.0654
0.2947	56.5714	792	1.1047	0.5920	1.1047	1.0511
0.2947	56.7143	794	1.0858	0.5938	1.0858	1.0420
0.2947	56.8571	796	1.0857	0.5556	1.0857	1.0420
0.2947	57.0	798	1.1179	0.5669	1.1179	1.0573
0.2947	57.1429	800	1.1695	0.5	1.1695	1.0814
0.2947	57.2857	802	1.2132	0.5231	1.2132	1.1015
0.2947	57.4286	804	1.2121	0.5231	1.2121	1.1010
0.2947	57.5714	806	1.2003	0.5	1.2003	1.0956
0.2947	57.7143	808	1.1764	0.5354	1.1764	1.0846
0.2947	57.8571	810	1.1518	0.56	1.1518	1.0732
0.2947	58.0	812	1.1321	0.5600	1.1321	1.0640
0.2947	58.1429	814	1.1228	0.5714	1.1228	1.0596
0.2947	58.2857	816	1.1288	0.5760	1.1288	1.0624
0.2947	58.4286	818	1.1273	0.5714	1.1273	1.0617
0.2947	58.5714	820	1.1163	0.5556	1.1163	1.0566
0.2947	58.7143	822	1.1090	0.56	1.1090	1.0531
0.2947	58.8571	824	1.1058	0.5714	1.1058	1.0516
0.2947	59.0	826	1.1072	0.5512	1.1072	1.0522
0.2947	59.1429	828	1.1164	0.5426	1.1164	1.0566
0.2947	59.2857	830	1.1231	0.5426	1.1231	1.0598
0.2947	59.4286	832	1.1274	0.5426	1.1274	1.0618
0.2947	59.5714	834	1.1441	0.5426	1.1441	1.0696
0.2947	59.7143	836	1.1493	0.5827	1.1493	1.0721
0.2947	59.8571	838	1.1398	0.5528	1.1398	1.0676
0.2947	60.0	840	1.1398	0.5806	1.1398	1.0676
0.2947	60.1429	842	1.1346	0.5806	1.1346	1.0652
0.2947	60.2857	844	1.1232	0.5528	1.1232	1.0598
0.2947	60.4286	846	1.1054	0.5806	1.1054	1.0514
0.2947	60.5714	848	1.0813	0.5806	1.0813	1.0399
0.2947	60.7143	850	1.0810	0.6190	1.0810	1.0397
0.2947	60.8571	852	1.1179	0.5827	1.1179	1.0573
0.2947	61.0	854	1.1569	0.5669	1.1569	1.0756
0.2947	61.1429	856	1.1834	0.5312	1.1834	1.0879
0.2947	61.2857	858	1.1709	0.5669	1.1709	1.0821
0.2947	61.4286	860	1.1494	0.56	1.1494	1.0721
0.2947	61.5714	862	1.1355	0.5167	1.1355	1.0656
0.2947	61.7143	864	1.1365	0.5167	1.1365	1.0660
0.2947	61.8571	866	1.1459	0.5574	1.1459	1.0705
0.2947	62.0	868	1.1565	0.5484	1.1565	1.0754
0.2947	62.1429	870	1.1670	0.5484	1.1670	1.0803
0.2947	62.2857	872	1.1711	0.5484	1.1711	1.0822
0.2947	62.4286	874	1.1700	0.512	1.1700	1.0817
0.2947	62.5714	876	1.1457	0.5806	1.1457	1.0704
0.2947	62.7143	878	1.1407	0.5124	1.1407	1.0680
0.2947	62.8571	880	1.1551	0.4274	1.1551	1.0748
0.2947	63.0	882	1.1696	0.4274	1.1696	1.0815
0.2947	63.1429	884	1.1699	0.4274	1.1699	1.0816
0.2947	63.2857	886	1.1412	0.4576	1.1412	1.0683
0.2947	63.4286	888	1.1041	0.5574	1.1041	1.0507
0.2947	63.5714	890	1.0813	0.5691	1.0813	1.0399
0.2947	63.7143	892	1.0657	0.5806	1.0657	1.0323
0.2947	63.8571	894	1.0649	0.5920	1.0649	1.0319
0.2947	64.0	896	1.0803	0.5645	1.0803	1.0394
0.2947	64.1429	898	1.0965	0.5645	1.0965	1.0472
0.2947	64.2857	900	1.1162	0.5528	1.1162	1.0565
0.2947	64.4286	902	1.1442	0.5528	1.1442	1.0697
0.2947	64.5714	904	1.1705	0.5161	1.1705	1.0819
0.2947	64.7143	906	1.1898	0.5161	1.1898	1.0908
0.2947	64.8571	908	1.2074	0.5082	1.2074	1.0988
0.2947	65.0	910	1.2236	0.4959	1.2236	1.1062
0.2947	65.1429	912	1.2513	0.4103	1.2513	1.1186
0.2947	65.2857	914	1.2709	0.3793	1.2709	1.1274
0.2947	65.4286	916	1.2800	0.3793	1.2800	1.1314
0.2947	65.5714	918	1.2872	0.3761	1.2872	1.1345
0.2947	65.7143	920	1.2832	0.3761	1.2832	1.1328

Framework versions

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