ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k9_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: 1.1760
• Qwk: 0.5890
• Mse: 1.1760
• Rmse: 1.0844

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	0.0465	2	6.9462	0.0179	6.9462	2.6356
No log	0.0930	4	4.6917	0.1012	4.6917	2.1660
No log	0.1395	6	3.4513	0.0212	3.4513	1.8578
No log	0.1860	8	3.3341	-0.0559	3.3341	1.8260
No log	0.2326	10	2.7638	0.1361	2.7638	1.6625
No log	0.2791	12	1.8257	0.1239	1.8257	1.3512
No log	0.3256	14	1.6949	0.2202	1.6949	1.3019
No log	0.3721	16	1.8887	0.2689	1.8887	1.3743
No log	0.4186	18	2.1478	0.1550	2.1478	1.4655
No log	0.4651	20	1.9871	0.2276	1.9871	1.4096
No log	0.5116	22	2.0945	0.1094	2.0945	1.4472
No log	0.5581	24	2.0499	0.1562	2.0499	1.4318
No log	0.6047	26	1.7860	0.2321	1.7860	1.3364
No log	0.6512	28	1.5251	0.1905	1.5251	1.2350
No log	0.6977	30	1.4216	0.2430	1.4216	1.1923
No log	0.7442	32	1.3480	0.5	1.3480	1.1610
No log	0.7907	34	1.3120	0.4425	1.3120	1.1454
No log	0.8372	36	1.7244	0.3000	1.7244	1.3132
No log	0.8837	38	1.9700	0.1940	1.9700	1.4036
No log	0.9302	40	2.4167	0.1988	2.4167	1.5546
No log	0.9767	42	2.2165	0.2548	2.2165	1.4888
No log	1.0233	44	1.8932	0.3636	1.8932	1.3760
No log	1.0698	46	1.2281	0.3361	1.2281	1.1082
No log	1.1163	48	1.3132	0.3540	1.3132	1.1460
No log	1.1628	50	1.6237	0.2430	1.6237	1.2742
No log	1.2093	52	1.6425	0.2655	1.6425	1.2816
No log	1.2558	54	1.3229	0.3130	1.3229	1.1502
No log	1.3023	56	1.2476	0.3248	1.2476	1.1169
No log	1.3488	58	1.1961	0.4068	1.1961	1.0936
No log	1.3953	60	1.2261	0.4667	1.2261	1.1073
No log	1.4419	62	1.3341	0.3802	1.3341	1.1550
No log	1.4884	64	1.5429	0.3622	1.5429	1.2421
No log	1.5349	66	1.3586	0.3140	1.3586	1.1656
No log	1.5814	68	1.2625	0.5649	1.2625	1.1236
No log	1.6279	70	1.4296	0.4531	1.4296	1.1956
No log	1.6744	72	1.4881	0.3577	1.4881	1.2199
No log	1.7209	74	1.4554	0.4060	1.4554	1.2064
No log	1.7674	76	1.3813	0.4783	1.3813	1.1753
No log	1.8140	78	1.2861	0.5075	1.2861	1.1341
No log	1.8605	80	1.2713	0.4812	1.2713	1.1275
No log	1.9070	82	1.2291	0.5547	1.2291	1.1086
No log	1.9535	84	1.4197	0.4397	1.4197	1.1915
No log	2.0	86	1.4950	0.3972	1.4950	1.2227
No log	2.0465	88	1.3708	0.5037	1.3708	1.1708
No log	2.0930	90	1.1930	0.5581	1.1930	1.0922
No log	2.1395	92	1.2443	0.3833	1.2443	1.1155
No log	2.1860	94	1.2433	0.4094	1.2433	1.1150
No log	2.2326	96	1.1262	0.5778	1.1262	1.0612
No log	2.2791	98	1.1109	0.6316	1.1109	1.0540
No log	2.3256	100	1.3241	0.4885	1.3241	1.1507
No log	2.3721	102	1.4184	0.4889	1.4184	1.1909
No log	2.4186	104	1.4215	0.4648	1.4215	1.1923
No log	2.4651	106	1.3616	0.4722	1.3616	1.1669
No log	2.5116	108	1.1714	0.5352	1.1714	1.0823
No log	2.5581	110	1.0378	0.6515	1.0378	1.0187
No log	2.6047	112	1.0748	0.6515	1.0748	1.0367
No log	2.6512	114	1.1953	0.5865	1.1953	1.0933
No log	2.6977	116	1.2341	0.5455	1.2341	1.1109
No log	2.7442	118	1.1389	0.5865	1.1389	1.0672
No log	2.7907	120	1.0406	0.6154	1.0406	1.0201
No log	2.8372	122	0.9838	0.6142	0.9838	0.9919
No log	2.8837	124	0.9964	0.6299	0.9964	0.9982
No log	2.9302	126	1.0145	0.6047	1.0145	1.0072
No log	2.9767	128	1.0721	0.6047	1.0721	1.0354
No log	3.0233	130	1.1563	0.5441	1.1563	1.0753
No log	3.0698	132	1.0664	0.6047	1.0664	1.0327
No log	3.1163	134	1.0556	0.5802	1.0556	1.0274
No log	3.1628	136	0.9764	0.6765	0.9764	0.9881
No log	3.2093	138	1.0313	0.5778	1.0313	1.0155
No log	3.2558	140	1.1933	0.5538	1.1933	1.0924
No log	3.3023	142	1.2731	0.4762	1.2731	1.1283
No log	3.3488	144	1.2247	0.4762	1.2247	1.1067
No log	3.3953	146	1.0850	0.5846	1.0850	1.0416
No log	3.4419	148	1.1132	0.5481	1.1132	1.0551
No log	3.4884	150	1.2361	0.4928	1.2361	1.1118
No log	3.5349	152	1.4284	0.4638	1.4284	1.1952
No log	3.5814	154	1.4366	0.4638	1.4366	1.1986
No log	3.6279	156	1.2086	0.4818	1.2086	1.0993
No log	3.6744	158	0.9691	0.5606	0.9691	0.9844
No log	3.7209	160	0.9161	0.6176	0.9161	0.9571
No log	3.7674	162	1.0385	0.5942	1.0385	1.0191
No log	3.8140	164	1.1828	0.5072	1.1828	1.0876
No log	3.8605	166	1.3399	0.4783	1.3399	1.1576
No log	3.9070	168	1.2272	0.5373	1.2272	1.1078
No log	3.9535	170	1.0229	0.6029	1.0229	1.0114
No log	4.0	172	0.9693	0.6567	0.9693	0.9845
No log	4.0465	174	0.9764	0.6617	0.9764	0.9881
No log	4.0930	176	1.0043	0.6260	1.0043	1.0022
No log	4.1395	178	1.0487	0.5821	1.0487	1.0241
No log	4.1860	180	1.0132	0.5985	1.0132	1.0066
No log	4.2326	182	0.9132	0.6370	0.9132	0.9556
No log	4.2791	184	1.0044	0.6286	1.0044	1.0022
No log	4.3256	186	1.0024	0.6241	1.0024	1.0012
No log	4.3721	188	0.9055	0.5865	0.9055	0.9516
No log	4.4186	190	0.9598	0.6286	0.9598	0.9797
No log	4.4651	192	1.1802	0.5390	1.1802	1.0863
No log	4.5116	194	1.2162	0.5390	1.2162	1.1028
No log	4.5581	196	1.0514	0.5778	1.0514	1.0254
No log	4.6047	198	0.9561	0.6383	0.9561	0.9778
No log	4.6512	200	0.9354	0.6528	0.9354	0.9672
No log	4.6977	202	1.0034	0.6197	1.0034	1.0017
No log	4.7442	204	1.0804	0.5915	1.0804	1.0394
No log	4.7907	206	1.0151	0.6099	1.0151	1.0075
No log	4.8372	208	0.9412	0.6043	0.9412	0.9702
No log	4.8837	210	0.9390	0.6423	0.9390	0.9690
No log	4.9302	212	0.9751	0.6043	0.9751	0.9875
No log	4.9767	214	1.0440	0.5874	1.0440	1.0218
No log	5.0233	216	1.0723	0.5874	1.0723	1.0355
No log	5.0698	218	1.0701	0.5797	1.0701	1.0344
No log	5.1163	220	1.0362	0.6154	1.0362	1.0179
No log	5.1628	222	1.0541	0.5874	1.0541	1.0267
No log	5.2093	224	1.0499	0.6154	1.0499	1.0247
No log	5.2558	226	1.0498	0.6241	1.0498	1.0246
No log	5.3023	228	1.0633	0.6377	1.0633	1.0312
No log	5.3488	230	1.0049	0.6618	1.0049	1.0025
No log	5.3953	232	1.0038	0.5469	1.0038	1.0019
No log	5.4419	234	1.0089	0.5312	1.0089	1.0044
No log	5.4884	236	0.9327	0.5846	0.9327	0.9657
No log	5.5349	238	0.9533	0.6812	0.9533	0.9763
No log	5.5814	240	1.0585	0.6331	1.0585	1.0288
No log	5.6279	242	0.9954	0.6571	0.9954	0.9977
No log	5.6744	244	0.8921	0.6901	0.8921	0.9445
No log	5.7209	246	0.8880	0.6338	0.8880	0.9423
No log	5.7674	248	0.8955	0.6571	0.8955	0.9463
No log	5.8140	250	0.9741	0.6765	0.9741	0.9870
No log	5.8605	252	1.0190	0.6316	1.0190	1.0094
No log	5.9070	254	0.9888	0.6519	0.9888	0.9944
No log	5.9535	256	0.9813	0.6519	0.9813	0.9906
No log	6.0	258	0.9654	0.6667	0.9654	0.9826
No log	6.0465	260	0.9591	0.6619	0.9591	0.9793
No log	6.0930	262	1.0193	0.6809	1.0193	1.0096
No log	6.1395	264	1.1224	0.5734	1.1224	1.0594
No log	6.1860	266	1.1306	0.5556	1.1306	1.0633
No log	6.2326	268	1.0853	0.5931	1.0853	1.0418
No log	6.2791	270	0.9712	0.6761	0.9712	0.9855
No log	6.3256	272	0.9640	0.6429	0.9640	0.9818
No log	6.3721	274	0.9957	0.6429	0.9957	0.9978
No log	6.4186	276	1.0581	0.6667	1.0581	1.0287
No log	6.4651	278	1.2202	0.5109	1.2202	1.1046
No log	6.5116	280	1.3255	0.4714	1.3255	1.1513
No log	6.5581	282	1.3153	0.4714	1.3153	1.1469
No log	6.6047	284	1.2172	0.5417	1.2172	1.1033
No log	6.6512	286	1.0524	0.5833	1.0524	1.0259
No log	6.6977	288	0.9775	0.6164	0.9775	0.9887
No log	6.7442	290	1.0120	0.6338	1.0120	1.0060
No log	6.7907	292	1.0404	0.6232	1.0404	1.0200
No log	6.8372	294	1.0209	0.6277	1.0209	1.0104
No log	6.8837	296	0.9838	0.6277	0.9838	0.9919
No log	6.9302	298	0.9618	0.6277	0.9618	0.9807
No log	6.9767	300	0.9690	0.6364	0.9690	0.9844
No log	7.0233	302	0.9604	0.6412	0.9604	0.9800
No log	7.0698	304	0.9730	0.6412	0.9730	0.9864
No log	7.1163	306	0.9953	0.6107	0.9953	0.9976
No log	7.1628	308	0.9540	0.6269	0.9540	0.9767
No log	7.2093	310	0.9159	0.6370	0.9159	0.9570
No log	7.2558	312	0.9035	0.6567	0.9035	0.9505
No log	7.3023	314	0.9456	0.6324	0.9456	0.9724
No log	7.3488	316	0.9033	0.6815	0.9033	0.9504
No log	7.3953	318	0.8516	0.6571	0.8516	0.9228
No log	7.4419	320	0.8355	0.6571	0.8355	0.9140
No log	7.4884	322	0.8225	0.6571	0.8225	0.9069
No log	7.5349	324	0.8387	0.6993	0.8387	0.9158
No log	7.5814	326	0.9120	0.6957	0.9120	0.9550
No log	7.6279	328	0.9265	0.6957	0.9265	0.9626
No log	7.6744	330	0.9015	0.6957	0.9015	0.9495
No log	7.7209	332	0.8743	0.7092	0.8743	0.9350
No log	7.7674	334	0.8223	0.6761	0.8223	0.9068
No log	7.8140	336	0.8320	0.6993	0.8320	0.9122
No log	7.8605	338	0.9047	0.7320	0.9047	0.9512
No log	7.9070	340	0.8783	0.7190	0.8783	0.9372
No log	7.9535	342	0.8034	0.7260	0.8034	0.8963
No log	8.0	344	0.7950	0.7083	0.7950	0.8916
No log	8.0465	346	0.8267	0.7183	0.8267	0.9092
No log	8.0930	348	0.8970	0.6370	0.8970	0.9471
No log	8.1395	350	0.8946	0.6617	0.8946	0.9458
No log	8.1860	352	0.8621	0.6906	0.8621	0.9285
No log	8.2326	354	0.8051	0.6906	0.8051	0.8973
No log	8.2791	356	0.7637	0.6901	0.7637	0.8739
No log	8.3256	358	0.7757	0.6809	0.7757	0.8807
No log	8.3721	360	0.8213	0.6906	0.8213	0.9063
No log	8.4186	362	0.8497	0.6950	0.8497	0.9218
No log	8.4651	364	0.8996	0.6761	0.8996	0.9485
No log	8.5116	366	0.9079	0.6761	0.9079	0.9528
No log	8.5581	368	0.8934	0.6761	0.8934	0.9452
No log	8.6047	370	0.9156	0.6389	0.9156	0.9569
No log	8.6512	372	1.0417	0.6133	1.0417	1.0206
No log	8.6977	374	1.1340	0.6013	1.1340	1.0649
No log	8.7442	376	1.1478	0.5833	1.1478	1.0714
No log	8.7907	378	1.1265	0.5714	1.1265	1.0614
No log	8.8372	380	1.1163	0.5755	1.1163	1.0565
No log	8.8837	382	1.1001	0.6212	1.1001	1.0488
No log	8.9302	384	1.1255	0.6107	1.1255	1.0609
No log	8.9767	386	1.0998	0.5984	1.0998	1.0487
No log	9.0233	388	1.0772	0.5873	1.0772	1.0379
No log	9.0698	390	1.0933	0.6107	1.0933	1.0456
No log	9.1163	392	1.1715	0.5839	1.1715	1.0823
No log	9.1628	394	1.0920	0.5755	1.0920	1.0450
No log	9.2093	396	0.9486	0.6471	0.9486	0.9740
No log	9.2558	398	0.9286	0.6471	0.9286	0.9637
No log	9.3023	400	0.9491	0.6207	0.9491	0.9742
No log	9.3488	402	1.0095	0.6497	1.0095	1.0047
No log	9.3953	404	0.9412	0.6871	0.9412	0.9702
No log	9.4419	406	0.8179	0.6879	0.8179	0.9044
No log	9.4884	408	0.7354	0.7114	0.7354	0.8575
No log	9.5349	410	0.7571	0.7075	0.7571	0.8701
No log	9.5814	412	0.7798	0.7211	0.7798	0.8831
No log	9.6279	414	0.8422	0.6761	0.8422	0.9177
No log	9.6744	416	0.9264	0.6471	0.9264	0.9625
No log	9.7209	418	0.9406	0.6471	0.9406	0.9698
No log	9.7674	420	0.9214	0.6567	0.9214	0.9599
No log	9.8140	422	0.9054	0.6906	0.9054	0.9515
No log	9.8605	424	0.9392	0.6761	0.9392	0.9691
No log	9.9070	426	0.9834	0.6619	0.9834	0.9917
No log	9.9535	428	1.0664	0.6164	1.0664	1.0327
No log	10.0	430	1.0929	0.5811	1.0929	1.0454
No log	10.0465	432	1.0243	0.6438	1.0243	1.0121
No log	10.0930	434	1.0367	0.6438	1.0367	1.0182
No log	10.1395	436	1.1435	0.5493	1.1435	1.0694
No log	10.1860	438	1.2573	0.5379	1.2573	1.1213
No log	10.2326	440	1.2093	0.5714	1.2093	1.0997
No log	10.2791	442	1.0582	0.6370	1.0582	1.0287
No log	10.3256	444	0.9912	0.6357	0.9912	0.9956
No log	10.3721	446	0.9528	0.6466	0.9528	0.9761
No log	10.4186	448	0.9383	0.6522	0.9383	0.9686
No log	10.4651	450	1.0202	0.6443	1.0202	1.0101
No log	10.5116	452	1.2073	0.6127	1.2073	1.0988
No log	10.5581	454	1.2463	0.6120	1.2463	1.1164
No log	10.6047	456	1.2337	0.5848	1.2337	1.1107
No log	10.6512	458	1.1784	0.5556	1.1784	1.0855
No log	10.6977	460	1.0241	0.6345	1.0241	1.0120
No log	10.7442	462	0.9163	0.6525	0.9163	0.9572
No log	10.7907	464	0.9178	0.6331	0.9178	0.9580
No log	10.8372	466	0.9173	0.6286	0.9173	0.9577
No log	10.8837	468	0.9619	0.6571	0.9619	0.9808
No log	10.9302	470	1.0754	0.5652	1.0754	1.0370
No log	10.9767	472	1.1779	0.5390	1.1779	1.0853
No log	11.0233	474	1.1666	0.5390	1.1666	1.0801
No log	11.0698	476	1.0232	0.6176	1.0232	1.0115
No log	11.1163	478	0.8788	0.6809	0.8788	0.9374
No log	11.1628	480	0.8399	0.6986	0.8399	0.9165
No log	11.2093	482	0.8668	0.6809	0.8668	0.9310
No log	11.2558	484	0.8703	0.6620	0.8703	0.9329
No log	11.3023	486	0.9056	0.6569	0.9056	0.9516
No log	11.3488	488	0.9030	0.6569	0.9030	0.9503
No log	11.3953	490	0.9147	0.6569	0.9147	0.9564
No log	11.4419	492	0.8969	0.6471	0.8969	0.9470
No log	11.4884	494	0.9088	0.6232	0.9088	0.9533
No log	11.5349	496	0.9802	0.6519	0.9802	0.9900
No log	11.5814	498	1.1089	0.6087	1.1089	1.0530
0.4291	11.6279	500	1.2046	0.5417	1.2046	1.0975
0.4291	11.6744	502	1.1600	0.5931	1.1600	1.0770
0.4291	11.7209	504	1.0254	0.6569	1.0254	1.0126
0.4291	11.7674	506	0.9285	0.6331	0.9285	0.9636
0.4291	11.8140	508	0.9028	0.6522	0.9028	0.9502
0.4291	11.8605	510	0.8974	0.6571	0.8974	0.9473
0.4291	11.9070	512	0.9430	0.6667	0.9430	0.9711
0.4291	11.9535	514	0.9812	0.6622	0.9812	0.9905
0.4291	12.0	516	0.9886	0.6622	0.9886	0.9943
0.4291	12.0465	518	0.9832	0.6519	0.9832	0.9915
0.4291	12.0930	520	0.9360	0.6471	0.9360	0.9675
0.4291	12.1395	522	0.8874	0.6475	0.8874	0.9420
0.4291	12.1860	524	0.8488	0.6715	0.8488	0.9213
0.4291	12.2326	526	0.8294	0.6619	0.8294	0.9107
0.4291	12.2791	528	0.8492	0.6761	0.8492	0.9215
0.4291	12.3256	530	0.9114	0.6759	0.9114	0.9547
0.4291	12.3721	532	0.9489	0.6667	0.9489	0.9741
0.4291	12.4186	534	0.9901	0.6753	0.9901	0.9951
0.4291	12.4651	536	1.0107	0.6577	1.0107	1.0053
0.4291	12.5116	538	1.0193	0.6619	1.0193	1.0096
0.4291	12.5581	540	1.0187	0.6667	1.0187	1.0093
0.4291	12.6047	542	0.9909	0.6569	0.9909	0.9954
0.4291	12.6512	544	1.0154	0.6667	1.0154	1.0077
0.4291	12.6977	546	0.9774	0.6763	0.9774	0.9887
0.4291	12.7442	548	0.9124	0.6667	0.9124	0.9552
0.4291	12.7907	550	0.8595	0.7	0.8595	0.9271
0.4291	12.8372	552	0.8145	0.6857	0.8145	0.9025
0.4291	12.8837	554	0.7881	0.7333	0.7881	0.8878
0.4291	12.9302	556	0.8037	0.7114	0.8037	0.8965
0.4291	12.9767	558	0.8106	0.6933	0.8106	0.9003
0.4291	13.0233	560	0.7994	0.7152	0.7994	0.8941
0.4291	13.0698	562	0.7813	0.7320	0.7813	0.8839
0.4291	13.1163	564	0.8070	0.7248	0.8070	0.8984
0.4291	13.1628	566	0.8157	0.7260	0.8157	0.9031
0.4291	13.2093	568	0.8299	0.6809	0.8299	0.9110
0.4291	13.2558	570	0.8484	0.6715	0.8484	0.9211
0.4291	13.3023	572	0.8431	0.6806	0.8431	0.9182
0.4291	13.3488	574	0.8293	0.6806	0.8293	0.9107
0.4291	13.3953	576	0.8389	0.7172	0.8389	0.9159
0.4291	13.4419	578	0.8850	0.6944	0.8850	0.9407
0.4291	13.4884	580	0.9884	0.7034	0.9884	0.9942
0.4291	13.5349	582	1.0365	0.6713	1.0365	1.0181
0.4291	13.5814	584	1.0294	0.6901	1.0294	1.0146
0.4291	13.6279	586	0.9807	0.6901	0.9807	0.9903
0.4291	13.6744	588	0.9254	0.7034	0.9254	0.9620
0.4291	13.7209	590	0.8773	0.7083	0.8773	0.9366
0.4291	13.7674	592	0.8656	0.7083	0.8656	0.9304
0.4291	13.8140	594	0.8804	0.7083	0.8804	0.9383
0.4291	13.8605	596	0.8986	0.6809	0.8986	0.9479
0.4291	13.9070	598	0.9194	0.6944	0.9194	0.9589
0.4291	13.9535	600	0.9449	0.6620	0.9449	0.9721
0.4291	14.0	602	0.9055	0.7034	0.9055	0.9516
0.4291	14.0465	604	0.8624	0.7083	0.8624	0.9287
0.4291	14.0930	606	0.8461	0.6993	0.8461	0.9198
0.4291	14.1395	608	0.8604	0.6993	0.8604	0.9276
0.4291	14.1860	610	0.9084	0.7083	0.9084	0.9531
0.4291	14.2326	612	0.9542	0.6849	0.9542	0.9768
0.4291	14.2791	614	0.9202	0.7034	0.9202	0.9593
0.4291	14.3256	616	0.8828	0.6986	0.8828	0.9396
0.4291	14.3721	618	0.8834	0.6986	0.8834	0.9399
0.4291	14.4186	620	0.9425	0.7034	0.9425	0.9708
0.4291	14.4651	622	0.9460	0.7034	0.9460	0.9726
0.4291	14.5116	624	0.9778	0.6901	0.9778	0.9888
0.4291	14.5581	626	1.0033	0.6713	1.0033	1.0017
0.4291	14.6047	628	0.9972	0.6713	0.9972	0.9986
0.4291	14.6512	630	0.9936	0.6571	0.9936	0.9968
0.4291	14.6977	632	0.9732	0.6619	0.9732	0.9865
0.4291	14.7442	634	0.9385	0.6812	0.9385	0.9687
0.4291	14.7907	636	0.9722	0.6812	0.9722	0.9860
0.4291	14.8372	638	1.0104	0.6812	1.0104	1.0052
0.4291	14.8837	640	0.9671	0.6866	0.9671	0.9834
0.4291	14.9302	642	0.9588	0.6667	0.9588	0.9792
0.4291	14.9767	644	1.0103	0.6165	1.0103	1.0051
0.4291	15.0233	646	1.1263	0.5672	1.1263	1.0613
0.4291	15.0698	648	1.1679	0.5672	1.1679	1.0807
0.4291	15.1163	650	1.1260	0.5672	1.1260	1.0611
0.4291	15.1628	652	1.0525	0.6187	1.0525	1.0259
0.4291	15.2093	654	1.0161	0.6434	1.0161	1.0080
0.4291	15.2558	656	1.0003	0.6434	1.0003	1.0001
0.4291	15.3023	658	1.0122	0.6260	1.0122	1.0061
0.4291	15.3488	660	1.0110	0.6308	1.0110	1.0055
0.4291	15.3953	662	1.0145	0.5865	1.0145	1.0072
0.4291	15.4419	664	1.0413	0.5802	1.0413	1.0204
0.4291	15.4884	666	1.1130	0.5802	1.1130	1.0550
0.4291	15.5349	668	1.1808	0.5581	1.1808	1.0867
0.4291	15.5814	670	1.1889	0.5581	1.1889	1.0904
0.4291	15.6279	672	1.1557	0.6047	1.1557	1.0750
0.4291	15.6744	674	1.0926	0.5938	1.0926	1.0453
0.4291	15.7209	676	1.0573	0.6370	1.0573	1.0282
0.4291	15.7674	678	1.0605	0.6370	1.0605	1.0298
0.4291	15.8140	680	1.0804	0.6277	1.0804	1.0394
0.4291	15.8605	682	1.0729	0.6475	1.0729	1.0358
0.4291	15.9070	684	1.0254	0.6619	1.0254	1.0126
0.4291	15.9535	686	0.9452	0.6715	0.9452	0.9722
0.4291	16.0	688	0.8961	0.6715	0.8961	0.9466
0.4291	16.0465	690	0.8816	0.6715	0.8816	0.9389
0.4291	16.0930	692	0.8716	0.6519	0.8716	0.9336
0.4291	16.1395	694	0.9013	0.6519	0.9013	0.9494
0.4291	16.1860	696	0.9521	0.6377	0.9521	0.9758
0.4291	16.2326	698	0.9620	0.6143	0.9620	0.9808
0.4291	16.2791	700	0.9130	0.6573	0.9130	0.9555
0.4291	16.3256	702	0.8661	0.6667	0.8661	0.9307
0.4291	16.3721	704	0.8661	0.6667	0.8661	0.9306
0.4291	16.4186	706	0.8922	0.6519	0.8922	0.9445
0.4291	16.4651	708	0.9472	0.6377	0.9472	0.9732
0.4291	16.5116	710	1.0129	0.6187	1.0129	1.0064
0.4291	16.5581	712	1.0422	0.6056	1.0422	1.0209
0.4291	16.6047	714	1.1063	0.5857	1.1063	1.0518
0.4291	16.6512	716	1.1095	0.6014	1.1095	1.0533
0.4291	16.6977	718	1.0195	0.6014	1.0195	1.0097
0.4291	16.7442	720	0.9777	0.6345	0.9777	0.9888
0.4291	16.7907	722	0.9088	0.6667	0.9088	0.9533
0.4291	16.8372	724	0.8951	0.6519	0.8951	0.9461
0.4291	16.8837	726	0.9126	0.6519	0.9126	0.9553
0.4291	16.9302	728	1.0006	0.6232	1.0006	1.0003
0.4291	16.9767	730	1.1058	0.5890	1.1058	1.0516
0.4291	17.0233	732	1.1596	0.5850	1.1596	1.0769
0.4291	17.0698	734	1.1004	0.5882	1.1004	1.0490
0.4291	17.1163	736	1.0289	0.5970	1.0289	1.0144
0.4291	17.1628	738	0.9434	0.6364	0.9434	0.9713
0.4291	17.2093	740	0.8888	0.6716	0.8888	0.9427
0.4291	17.2558	742	0.8745	0.6667	0.8745	0.9351
0.4291	17.3023	744	0.8624	0.6812	0.8624	0.9287
0.4291	17.3488	746	0.8750	0.6716	0.8750	0.9354
0.4291	17.3953	748	0.9022	0.6222	0.9022	0.9498
0.4291	17.4419	750	0.9648	0.6176	0.9648	0.9822
0.4291	17.4884	752	0.9785	0.6222	0.9785	0.9892
0.4291	17.5349	754	1.0289	0.6331	1.0289	1.0143
0.4291	17.5814	756	1.0621	0.6143	1.0621	1.0306
0.4291	17.6279	758	1.0235	0.6377	1.0235	1.0117
0.4291	17.6744	760	1.0157	0.6383	1.0157	1.0078
0.4291	17.7209	762	1.0277	0.6620	1.0277	1.0137
0.4291	17.7674	764	1.0218	0.6377	1.0218	1.0108
0.4291	17.8140	766	1.0097	0.6567	1.0097	1.0049
0.4291	17.8605	768	0.9793	0.6269	0.9793	0.9896
0.4291	17.9070	770	0.9560	0.6269	0.9560	0.9777
0.4291	17.9535	772	0.9436	0.6423	0.9436	0.9714
0.4291	18.0	774	0.9434	0.6423	0.9434	0.9713
0.4291	18.0465	776	0.9328	0.6713	0.9328	0.9658
0.4291	18.0930	778	0.9147	0.6621	0.9147	0.9564
0.4291	18.1395	780	0.9564	0.6667	0.9564	0.9780
0.4291	18.1860	782	1.0198	0.6803	1.0198	1.0099
0.4291	18.2326	784	1.1293	0.6013	1.1293	1.0627
0.4291	18.2791	786	1.1660	0.5860	1.1660	1.0798
0.4291	18.3256	788	1.1479	0.5867	1.1479	1.0714
0.4291	18.3721	790	1.1232	0.6056	1.1232	1.0598
0.4291	18.4186	792	1.0805	0.6131	1.0805	1.0395
0.4291	18.4651	794	1.0360	0.6565	1.0360	1.0179
0.4291	18.5116	796	0.9987	0.6716	0.9987	0.9993
0.4291	18.5581	798	0.9459	0.6716	0.9459	0.9726
0.4291	18.6047	800	0.9268	0.6714	0.9268	0.9627
0.4291	18.6512	802	0.9724	0.6622	0.9724	0.9861
0.4291	18.6977	804	0.9749	0.6623	0.9749	0.9874
0.4291	18.7442	806	0.9844	0.6575	0.9844	0.9922
0.4291	18.7907	808	1.0105	0.6621	1.0105	1.0052
0.4291	18.8372	810	0.9940	0.6522	0.9940	0.9970
0.4291	18.8837	812	1.0005	0.6522	1.0005	1.0003
0.4291	18.9302	814	1.0381	0.6522	1.0381	1.0189
0.4291	18.9767	816	1.0144	0.6522	1.0144	1.0072
0.4291	19.0233	818	1.0002	0.6475	1.0002	1.0001
0.4291	19.0698	820	0.9807	0.6377	0.9807	0.9903
0.4291	19.1163	822	0.9348	0.6383	0.9348	0.9669
0.4291	19.1628	824	0.9037	0.6571	0.9037	0.9506
0.4291	19.2093	826	0.8942	0.6571	0.8942	0.9456
0.4291	19.2558	828	0.8767	0.6571	0.8767	0.9363
0.4291	19.3023	830	0.8716	0.6565	0.8716	0.9336
0.4291	19.3488	832	0.8740	0.6565	0.8740	0.9349
0.4291	19.3953	834	0.8664	0.6716	0.8664	0.9308
0.4291	19.4419	836	0.8545	0.6716	0.8545	0.9244
0.4291	19.4884	838	0.8582	0.6716	0.8582	0.9264
0.4291	19.5349	840	0.8974	0.6519	0.8974	0.9473
0.4291	19.5814	842	0.9444	0.6667	0.9444	0.9718
0.4291	19.6279	844	0.9947	0.6377	0.9947	0.9974
0.4291	19.6744	846	1.0077	0.6618	1.0077	1.0038
0.4291	19.7209	848	0.9754	0.6667	0.9754	0.9876
0.4291	19.7674	850	0.9484	0.6667	0.9484	0.9738
0.4291	19.8140	852	0.8835	0.6618	0.8835	0.9400
0.4291	19.8605	854	0.8282	0.6861	0.8282	0.9101
0.4291	19.9070	856	0.8053	0.6763	0.8053	0.8974
0.4291	19.9535	858	0.8102	0.6763	0.8102	0.9001
0.4291	20.0	860	0.8184	0.6763	0.8184	0.9047
0.4291	20.0465	862	0.8429	0.6861	0.8429	0.9181
0.4291	20.0930	864	0.9277	0.6575	0.9277	0.9632
0.4291	20.1395	866	0.9589	0.6475	0.9589	0.9792
0.4291	20.1860	868	0.9351	0.6667	0.9351	0.9670
0.4291	20.2326	870	0.9014	0.6515	0.9014	0.9494
0.4291	20.2791	872	0.8440	0.6815	0.8440	0.9187
0.4291	20.3256	874	0.8112	0.6861	0.8112	0.9007
0.4291	20.3721	876	0.8074	0.6618	0.8074	0.8986
0.4291	20.4186	878	0.8127	0.6569	0.8127	0.9015
0.4291	20.4651	880	0.8390	0.6861	0.8390	0.9160
0.4291	20.5116	882	0.8820	0.6861	0.8820	0.9391
0.4291	20.5581	884	0.9268	0.6324	0.9268	0.9627
0.4291	20.6047	886	0.9217	0.6479	0.9217	0.9601
0.4291	20.6512	888	0.8940	0.6620	0.8940	0.9455
0.4291	20.6977	890	0.8963	0.6522	0.8963	0.9467
0.4291	20.7442	892	0.8850	0.6519	0.8850	0.9407
0.4291	20.7907	894	0.8428	0.6667	0.8428	0.9181
0.4291	20.8372	896	0.8080	0.6667	0.8080	0.8989
0.4291	20.8837	898	0.8187	0.6667	0.8187	0.9048
0.4291	20.9302	900	0.8396	0.6716	0.8396	0.9163
0.4291	20.9767	902	0.8737	0.6716	0.8737	0.9347
0.4291	21.0233	904	0.9125	0.6519	0.9125	0.9553
0.4291	21.0698	906	0.9436	0.6232	0.9436	0.9714
0.4291	21.1163	908	0.9345	0.6232	0.9345	0.9667
0.4291	21.1628	910	0.8745	0.6377	0.8745	0.9352
0.4291	21.2093	912	0.8403	0.6571	0.8403	0.9167
0.4291	21.2558	914	0.8366	0.6571	0.8366	0.9147
0.4291	21.3023	916	0.8648	0.6809	0.8648	0.9299
0.4291	21.3488	918	0.9012	0.6377	0.9012	0.9493
0.4291	21.3953	920	0.9403	0.6232	0.9403	0.9697
0.4291	21.4419	922	0.9139	0.6277	0.9139	0.9560
0.4291	21.4884	924	0.8851	0.6383	0.8851	0.9408
0.4291	21.5349	926	0.8684	0.6714	0.8684	0.9319
0.4291	21.5814	928	0.8569	0.6809	0.8569	0.9257
0.4291	21.6279	930	0.8606	0.6713	0.8606	0.9277
0.4291	21.6744	932	0.9054	0.6667	0.9054	0.9515
0.4291	21.7209	934	0.9952	0.6429	0.9952	0.9976
0.4291	21.7674	936	1.0625	0.6232	1.0625	1.0308
0.4291	21.8140	938	1.0491	0.6383	1.0491	1.0243
0.4291	21.8605	940	0.9962	0.6383	0.9962	0.9981
0.4291	21.9070	942	0.9520	0.6619	0.9520	0.9757
0.4291	21.9535	944	0.9204	0.6423	0.9204	0.9594
0.4291	22.0	946	0.9131	0.6519	0.9131	0.9555
0.4291	22.0465	948	0.8958	0.6619	0.8958	0.9464
0.4291	22.0930	950	0.8664	0.6763	0.8664	0.9308
0.4291	22.1395	952	0.8820	0.6667	0.8820	0.9391
0.4291	22.1860	954	0.8858	0.6621	0.8858	0.9412
0.4291	22.2326	956	0.9297	0.6338	0.9297	0.9642
0.4291	22.2791	958	0.9574	0.6286	0.9574	0.9785
0.4291	22.3256	960	0.9902	0.6377	0.9902	0.9951
0.4291	22.3721	962	1.0328	0.6222	1.0328	1.0163
0.4291	22.4186	964	1.0205	0.6269	1.0205	1.0102
0.4291	22.4651	966	1.0164	0.6308	1.0164	1.0082
0.4291	22.5116	968	0.9975	0.6308	0.9975	0.9988
0.4291	22.5581	970	0.9919	0.6308	0.9919	0.9959
0.4291	22.6047	972	0.9782	0.6047	0.9782	0.9891
0.4291	22.6512	974	0.9593	0.6142	0.9593	0.9794
0.4291	22.6977	976	0.9384	0.6142	0.9384	0.9687
0.4291	22.7442	978	0.9268	0.6512	0.9268	0.9627
0.4291	22.7907	980	0.9037	0.6667	0.9037	0.9506
0.4291	22.8372	982	0.9120	0.6667	0.9120	0.9550
0.4291	22.8837	984	0.9502	0.6377	0.9502	0.9748
0.4291	22.9302	986	1.0081	0.6099	1.0081	1.0040
0.4291	22.9767	988	1.0173	0.6483	1.0173	1.0086
0.4291	23.0233	990	1.0154	0.6338	1.0154	1.0077
0.4291	23.0698	992	0.9633	0.6569	0.9633	0.9815
0.4291	23.1163	994	0.8811	0.6767	0.8811	0.9387
0.4291	23.1628	996	0.8144	0.6767	0.8144	0.9025
0.4291	23.2093	998	0.7834	0.6906	0.7834	0.8851
0.0752	23.2558	1000	0.7741	0.6906	0.7741	0.8798
0.0752	23.3023	1002	0.8001	0.6767	0.8001	0.8945
0.0752	23.3488	1004	0.8794	0.6767	0.8794	0.9378
0.0752	23.3953	1006	1.0087	0.6277	1.0087	1.0043
0.0752	23.4419	1008	1.1269	0.6099	1.1269	1.0615
0.0752	23.4884	1010	1.1760	0.5890	1.1760	1.0844

Framework versions

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