ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k17_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: 0.8621
• Qwk: 0.6736
• Mse: 0.8621
• Rmse: 0.9285

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0225	2	5.3411	0.0051	5.3411	2.3111
No log	0.0449	4	3.1406	0.0606	3.1406	1.7722
No log	0.0674	6	1.8935	0.1307	1.8935	1.3760
No log	0.0899	8	1.3688	0.1811	1.3688	1.1700
No log	0.1124	10	1.1200	0.2733	1.1200	1.0583
No log	0.1348	12	1.1602	0.2104	1.1602	1.0771
No log	0.1573	14	1.2622	0.1382	1.2622	1.1235
No log	0.1798	16	1.3235	0.1210	1.3235	1.1504
No log	0.2022	18	1.2505	0.0648	1.2505	1.1182
No log	0.2247	20	1.2054	0.0950	1.2054	1.0979
No log	0.2472	22	1.2111	0.1332	1.2111	1.1005
No log	0.2697	24	1.2351	0.1959	1.2351	1.1114
No log	0.2921	26	1.2488	0.1914	1.2488	1.1175
No log	0.3146	28	1.1852	0.2038	1.1852	1.0887
No log	0.3371	30	1.1708	0.1808	1.1708	1.0820
No log	0.3596	32	1.1780	0.1733	1.1780	1.0854
No log	0.3820	34	1.1669	0.1069	1.1669	1.0802
No log	0.4045	36	1.1686	0.2248	1.1686	1.0810
No log	0.4270	38	1.1628	0.2329	1.1628	1.0783
No log	0.4494	40	1.1118	0.2505	1.1118	1.0544
No log	0.4719	42	1.2723	0.3559	1.2723	1.1280
No log	0.4944	44	1.4051	0.2908	1.4051	1.1854
No log	0.5169	46	1.3056	0.2973	1.3056	1.1426
No log	0.5393	48	1.1855	0.3365	1.1855	1.0888
No log	0.5618	50	1.1925	0.3229	1.1925	1.0920
No log	0.5843	52	1.1143	0.3630	1.1143	1.0556
No log	0.6067	54	1.1431	0.3530	1.1431	1.0692
No log	0.6292	56	1.0766	0.4055	1.0766	1.0376
No log	0.6517	58	0.9736	0.4067	0.9736	0.9867
No log	0.6742	60	0.9863	0.4050	0.9863	0.9931
No log	0.6966	62	1.0178	0.4276	1.0178	1.0089
No log	0.7191	64	0.9272	0.4935	0.9272	0.9629
No log	0.7416	66	1.2313	0.4125	1.2313	1.1096
No log	0.7640	68	1.3634	0.3335	1.3634	1.1677
No log	0.7865	70	1.2108	0.3801	1.2108	1.1004
No log	0.8090	72	1.0047	0.5262	1.0047	1.0023
No log	0.8315	74	0.8463	0.5743	0.8463	0.9199
No log	0.8539	76	0.8534	0.5811	0.8534	0.9238
No log	0.8764	78	0.9435	0.5468	0.9435	0.9713
No log	0.8989	80	1.3058	0.4633	1.3058	1.1427
No log	0.9213	82	1.6727	0.4288	1.6727	1.2933
No log	0.9438	84	1.6855	0.4117	1.6855	1.2983
No log	0.9663	86	1.3780	0.4332	1.3780	1.1739
No log	0.9888	88	1.1243	0.5149	1.1243	1.0603
No log	1.0112	90	0.9569	0.5206	0.9569	0.9782
No log	1.0337	92	0.9398	0.5331	0.9398	0.9694
No log	1.0562	94	1.0019	0.5756	1.0019	1.0009
No log	1.0787	96	1.0794	0.5470	1.0794	1.0389
No log	1.1011	98	1.2162	0.5016	1.2162	1.1028
No log	1.1236	100	1.3736	0.4561	1.3736	1.1720
No log	1.1461	102	1.4491	0.4339	1.4491	1.2038
No log	1.1685	104	1.5845	0.4248	1.5845	1.2588
No log	1.1910	106	1.5402	0.4449	1.5402	1.2410
No log	1.2135	108	1.5690	0.4683	1.5690	1.2526
No log	1.2360	110	1.5043	0.4646	1.5043	1.2265
No log	1.2584	112	1.6785	0.4332	1.6785	1.2956
No log	1.2809	114	1.6826	0.4174	1.6826	1.2971
No log	1.3034	116	1.6455	0.3939	1.6455	1.2828
No log	1.3258	118	1.6715	0.4101	1.6715	1.2929
No log	1.3483	120	1.4086	0.4658	1.4086	1.1868
No log	1.3708	122	1.2958	0.5136	1.2958	1.1383
No log	1.3933	124	1.3138	0.4912	1.3138	1.1462
No log	1.4157	126	1.3304	0.4552	1.3304	1.1534
No log	1.4382	128	1.2591	0.4425	1.2591	1.1221
No log	1.4607	130	1.0826	0.4962	1.0826	1.0405
No log	1.4831	132	0.9897	0.5554	0.9897	0.9948
No log	1.5056	134	1.0084	0.5573	1.0084	1.0042
No log	1.5281	136	1.1809	0.4767	1.1809	1.0867
No log	1.5506	138	1.4390	0.4260	1.4390	1.1996
No log	1.5730	140	1.4224	0.5121	1.4224	1.1926
No log	1.5955	142	1.0732	0.6030	1.0732	1.0359
No log	1.6180	144	0.9396	0.6366	0.9396	0.9693
No log	1.6404	146	1.0206	0.6285	1.0206	1.0102
No log	1.6629	148	1.2528	0.5696	1.2528	1.1193
No log	1.6854	150	1.4774	0.5328	1.4774	1.2155
No log	1.7079	152	1.6101	0.5233	1.6101	1.2689
No log	1.7303	154	1.5505	0.5239	1.5505	1.2452
No log	1.7528	156	1.2445	0.5178	1.2445	1.1156
No log	1.7753	158	1.0452	0.5619	1.0452	1.0223
No log	1.7978	160	1.0497	0.5619	1.0497	1.0245
No log	1.8202	162	1.1731	0.5649	1.1731	1.0831
No log	1.8427	164	1.3158	0.5045	1.3158	1.1471
No log	1.8652	166	1.2853	0.5164	1.2853	1.1337
No log	1.8876	168	1.1601	0.5763	1.1601	1.0771
No log	1.9101	170	1.0481	0.6020	1.0481	1.0238
No log	1.9326	172	1.0275	0.6057	1.0275	1.0137
No log	1.9551	174	1.0808	0.5816	1.0808	1.0396
No log	1.9775	176	1.2624	0.5222	1.2624	1.1236
No log	2.0	178	1.2907	0.4538	1.2907	1.1361
No log	2.0225	180	1.1672	0.5051	1.1672	1.0804
No log	2.0449	182	1.1769	0.5218	1.1769	1.0848
No log	2.0674	184	1.2029	0.5397	1.2029	1.0968
No log	2.0899	186	1.1827	0.5616	1.1827	1.0875
No log	2.1124	188	1.1497	0.5924	1.1497	1.0722
No log	2.1348	190	1.1888	0.5784	1.1888	1.0903
No log	2.1573	192	1.2049	0.5816	1.2049	1.0977
No log	2.1798	194	1.1704	0.5658	1.1704	1.0818
No log	2.2022	196	1.0592	0.5770	1.0592	1.0292
No log	2.2247	198	0.9987	0.5673	0.9987	0.9993
No log	2.2472	200	0.9436	0.5776	0.9436	0.9714
No log	2.2697	202	0.8699	0.6076	0.8699	0.9327
No log	2.2921	204	0.8833	0.6134	0.8833	0.9398
No log	2.3146	206	0.8890	0.6236	0.8890	0.9429
No log	2.3371	208	1.0099	0.5907	1.0099	1.0049
No log	2.3596	210	1.1763	0.6013	1.1763	1.0846
No log	2.3820	212	1.2846	0.5571	1.2846	1.1334
No log	2.4045	214	1.2301	0.5440	1.2301	1.1091
No log	2.4270	216	1.0591	0.5816	1.0591	1.0291
No log	2.4494	218	1.0877	0.5668	1.0877	1.0429
No log	2.4719	220	0.9843	0.5750	0.9843	0.9921
No log	2.4944	222	0.9352	0.5908	0.9352	0.9670
No log	2.5169	224	0.9643	0.5838	0.9643	0.9820
No log	2.5393	226	1.0152	0.5837	1.0152	1.0076
No log	2.5618	228	0.9345	0.6126	0.9345	0.9667
No log	2.5843	230	0.8707	0.6115	0.8707	0.9331
No log	2.6067	232	0.8735	0.6291	0.8735	0.9346
No log	2.6292	234	0.9965	0.6356	0.9965	0.9982
No log	2.6517	236	1.2874	0.5510	1.2874	1.1347
No log	2.6742	238	1.4357	0.5364	1.4357	1.1982
No log	2.6966	240	1.4616	0.5176	1.4616	1.2090
No log	2.7191	242	1.3506	0.5337	1.3506	1.1622
No log	2.7416	244	1.2482	0.5589	1.2482	1.1172
No log	2.7640	246	1.0808	0.5745	1.0808	1.0396
No log	2.7865	248	0.9621	0.6148	0.9621	0.9809
No log	2.8090	250	1.0089	0.5967	1.0089	1.0044
No log	2.8315	252	1.0739	0.5735	1.0739	1.0363
No log	2.8539	254	1.1364	0.5728	1.1364	1.0660
No log	2.8764	256	1.3709	0.5378	1.3709	1.1709
No log	2.8989	258	1.4914	0.5168	1.4914	1.2212
No log	2.9213	260	1.3568	0.5401	1.3568	1.1648
No log	2.9438	262	1.1559	0.5701	1.1559	1.0751
No log	2.9663	264	1.0598	0.5918	1.0598	1.0295
No log	2.9888	266	1.0166	0.6026	1.0166	1.0083
No log	3.0112	268	1.0455	0.5848	1.0455	1.0225
No log	3.0337	270	1.1104	0.5686	1.1104	1.0537
No log	3.0562	272	1.1202	0.5806	1.1202	1.0584
No log	3.0787	274	1.0863	0.6145	1.0863	1.0423
No log	3.1011	276	1.1274	0.5982	1.1274	1.0618
No log	3.1236	278	1.2016	0.5853	1.2016	1.0962
No log	3.1461	280	1.0847	0.5808	1.0847	1.0415
No log	3.1685	282	0.9050	0.6351	0.9050	0.9513
No log	3.1910	284	0.8347	0.6737	0.8347	0.9136
No log	3.2135	286	0.8727	0.6202	0.8727	0.9342
No log	3.2360	288	1.0013	0.6258	1.0013	1.0006
No log	3.2584	290	1.0950	0.5993	1.0950	1.0464
No log	3.2809	292	1.0752	0.6286	1.0752	1.0369
No log	3.3034	294	0.9980	0.6202	0.9980	0.9990
No log	3.3258	296	0.9795	0.6221	0.9795	0.9897
No log	3.3483	298	0.9914	0.6416	0.9914	0.9957
No log	3.3708	300	1.0549	0.6190	1.0549	1.0271
No log	3.3933	302	1.0796	0.6222	1.0796	1.0390
No log	3.4157	304	1.1288	0.6280	1.1288	1.0625
No log	3.4382	306	1.1168	0.6087	1.1168	1.0568
No log	3.4607	308	1.0065	0.6234	1.0065	1.0033
No log	3.4831	310	0.8161	0.6161	0.8161	0.9034
No log	3.5056	312	0.7684	0.6232	0.7684	0.8766
No log	3.5281	314	0.8610	0.6365	0.8610	0.9279
No log	3.5506	316	0.8960	0.6534	0.8960	0.9466
No log	3.5730	318	0.8426	0.6834	0.8426	0.9179
No log	3.5955	320	0.8316	0.6768	0.8316	0.9119
No log	3.6180	322	0.9433	0.6544	0.9433	0.9713
No log	3.6404	324	1.0260	0.6376	1.0260	1.0129
No log	3.6629	326	1.0355	0.5898	1.0355	1.0176
No log	3.6854	328	0.8882	0.6188	0.8882	0.9425
No log	3.7079	330	0.8301	0.6274	0.8301	0.9111
No log	3.7303	332	0.8066	0.6375	0.8066	0.8981
No log	3.7528	334	0.8542	0.6161	0.8542	0.9242
No log	3.7753	336	0.9890	0.6154	0.9890	0.9945
No log	3.7978	338	1.0639	0.6173	1.0639	1.0315
No log	3.8202	340	1.0268	0.6153	1.0268	1.0133
No log	3.8427	342	0.8634	0.6673	0.8634	0.9292
No log	3.8652	344	0.7363	0.6984	0.7363	0.8581
No log	3.8876	346	0.7163	0.6813	0.7163	0.8463
No log	3.9101	348	0.7906	0.6762	0.7906	0.8892
No log	3.9326	350	0.8722	0.6587	0.8722	0.9339
No log	3.9551	352	0.8355	0.6566	0.8355	0.9140
No log	3.9775	354	0.7394	0.6465	0.7394	0.8599
No log	4.0	356	0.7083	0.6610	0.7083	0.8416
No log	4.0225	358	0.7564	0.6817	0.7564	0.8697
No log	4.0449	360	0.9232	0.6783	0.9232	0.9608
No log	4.0674	362	1.1499	0.6298	1.1499	1.0723
No log	4.0899	364	1.2188	0.6170	1.2188	1.1040
No log	4.1124	366	1.1610	0.6235	1.1610	1.0775
No log	4.1348	368	1.0730	0.6082	1.0730	1.0359
No log	4.1573	370	1.0426	0.5993	1.0426	1.0211
No log	4.1798	372	1.0166	0.5979	1.0166	1.0083
No log	4.2022	374	1.0002	0.5627	1.0002	1.0001
No log	4.2247	376	0.8920	0.5952	0.8920	0.9445
No log	4.2472	378	0.7609	0.5626	0.7609	0.8723
No log	4.2697	380	0.7077	0.5953	0.7077	0.8413
No log	4.2921	382	0.6948	0.6000	0.6948	0.8335
No log	4.3146	384	0.7416	0.6526	0.7416	0.8612
No log	4.3371	386	0.8219	0.6714	0.8219	0.9066
No log	4.3596	388	0.8467	0.6706	0.8467	0.9202
No log	4.3820	390	0.9320	0.6627	0.9320	0.9654
No log	4.4045	392	1.0750	0.6138	1.0750	1.0368
No log	4.4270	394	1.1344	0.5823	1.1344	1.0651
No log	4.4494	396	1.0074	0.6151	1.0074	1.0037
No log	4.4719	398	0.8058	0.6416	0.8058	0.8977
No log	4.4944	400	0.6826	0.6586	0.6826	0.8262
No log	4.5169	402	0.6561	0.6674	0.6561	0.8100
No log	4.5393	404	0.7026	0.6476	0.7026	0.8382
No log	4.5618	406	0.7851	0.6523	0.7851	0.8860
No log	4.5843	408	0.8439	0.6492	0.8439	0.9186
No log	4.6067	410	0.8859	0.6266	0.8859	0.9412
No log	4.6292	412	0.8300	0.6437	0.8300	0.9110
No log	4.6517	414	0.8377	0.6320	0.8377	0.9153
No log	4.6742	416	0.7866	0.6410	0.7866	0.8869
No log	4.6966	418	0.7503	0.6532	0.7503	0.8662
No log	4.7191	420	0.7313	0.6577	0.7313	0.8552
No log	4.7416	422	0.7910	0.6454	0.7910	0.8894
No log	4.7640	424	0.9030	0.6560	0.9030	0.9503
No log	4.7865	426	1.0252	0.6069	1.0252	1.0125
No log	4.8090	428	1.2039	0.5942	1.2039	1.0972
No log	4.8315	430	1.3561	0.5583	1.3561	1.1645
No log	4.8539	432	1.3372	0.5681	1.3372	1.1564
No log	4.8764	434	1.1916	0.6054	1.1916	1.0916
No log	4.8989	436	1.0083	0.6395	1.0083	1.0041
No log	4.9213	438	0.9710	0.6530	0.9710	0.9854
No log	4.9438	440	1.0367	0.6362	1.0367	1.0182
No log	4.9663	442	1.0779	0.6316	1.0779	1.0382
No log	4.9888	444	1.0459	0.6228	1.0459	1.0227
No log	5.0112	446	0.9906	0.6241	0.9906	0.9953
No log	5.0337	448	0.8753	0.6792	0.8753	0.9355
No log	5.0562	450	0.7805	0.6683	0.7805	0.8835
No log	5.0787	452	0.7350	0.6637	0.7350	0.8573
No log	5.1011	454	0.7632	0.6577	0.7632	0.8736
No log	5.1236	456	0.8212	0.6702	0.8212	0.9062
No log	5.1461	458	0.8815	0.6769	0.8815	0.9389
No log	5.1685	460	0.8365	0.6776	0.8365	0.9146
No log	5.1910	462	0.8041	0.6932	0.8041	0.8967
No log	5.2135	464	0.8198	0.6932	0.8198	0.9055
No log	5.2360	466	0.8763	0.6807	0.8763	0.9361
No log	5.2584	468	0.8380	0.6851	0.8380	0.9154
No log	5.2809	470	0.7474	0.6904	0.7474	0.8645
No log	5.3034	472	0.7025	0.6905	0.7025	0.8382
No log	5.3258	474	0.7174	0.6916	0.7174	0.8470
No log	5.3483	476	0.7666	0.6735	0.7666	0.8756
No log	5.3708	478	0.8813	0.6373	0.8813	0.9388
No log	5.3933	480	1.0299	0.6401	1.0299	1.0148
No log	5.4157	482	1.0560	0.6193	1.0560	1.0276
No log	5.4382	484	0.9930	0.6228	0.9930	0.9965
No log	5.4607	486	0.9273	0.6465	0.9273	0.9630
No log	5.4831	488	0.8164	0.6314	0.8164	0.9035
No log	5.5056	490	0.7418	0.6473	0.7418	0.8613
No log	5.5281	492	0.7293	0.6510	0.7293	0.8540
No log	5.5506	494	0.7406	0.6840	0.7406	0.8606
No log	5.5730	496	0.7548	0.7017	0.7548	0.8688
No log	5.5955	498	0.7279	0.7214	0.7279	0.8532
0.484	5.6180	500	0.7593	0.6942	0.7593	0.8714
0.484	5.6404	502	0.8538	0.6658	0.8538	0.9240
0.484	5.6629	504	0.9173	0.6618	0.9173	0.9578
0.484	5.6854	506	0.8926	0.6608	0.8926	0.9448
0.484	5.7079	508	0.8041	0.6511	0.8041	0.8967
0.484	5.7303	510	0.7046	0.6903	0.7046	0.8394
0.484	5.7528	512	0.6386	0.7109	0.6386	0.7992
0.484	5.7753	514	0.6290	0.7116	0.6290	0.7931
0.484	5.7978	516	0.6549	0.7024	0.6549	0.8093
0.484	5.8202	518	0.7362	0.6761	0.7362	0.8580
0.484	5.8427	520	0.8956	0.6478	0.8956	0.9463
0.484	5.8652	522	1.0178	0.6157	1.0178	1.0089
0.484	5.8876	524	1.0606	0.6138	1.0606	1.0298
0.484	5.9101	526	1.0267	0.6011	1.0267	1.0133
0.484	5.9326	528	0.9644	0.6205	0.9644	0.9820
0.484	5.9551	530	0.9409	0.6255	0.9409	0.9700
0.484	5.9775	532	0.8638	0.6749	0.8638	0.9294
0.484	6.0	534	0.8093	0.6765	0.8093	0.8996
0.484	6.0225	536	0.8290	0.6720	0.8290	0.9105
0.484	6.0449	538	0.9120	0.6493	0.9120	0.9550
0.484	6.0674	540	0.9600	0.6459	0.9600	0.9798
0.484	6.0899	542	0.9204	0.6363	0.9204	0.9594
0.484	6.1124	544	0.8606	0.6544	0.8606	0.9277
0.484	6.1348	546	0.7805	0.6674	0.7805	0.8835
0.484	6.1573	548	0.7450	0.6610	0.7450	0.8631
0.484	6.1798	550	0.7362	0.6452	0.7362	0.8580
0.484	6.2022	552	0.7325	0.6383	0.7325	0.8559
0.484	6.2247	554	0.7399	0.6383	0.7399	0.8602
0.484	6.2472	556	0.8032	0.6343	0.8032	0.8962
0.484	6.2697	558	0.8961	0.6234	0.8961	0.9466
0.484	6.2921	560	0.8941	0.6234	0.8941	0.9455
0.484	6.3146	562	0.8377	0.6371	0.8377	0.9153
0.484	6.3371	564	0.8161	0.6444	0.8161	0.9034
0.484	6.3596	566	0.8363	0.6371	0.8363	0.9145
0.484	6.3820	568	0.9188	0.6272	0.9188	0.9585
0.484	6.4045	570	0.9832	0.6060	0.9832	0.9916
0.484	6.4270	572	1.0602	0.6069	1.0602	1.0297
0.484	6.4494	574	1.0694	0.6033	1.0694	1.0341
0.484	6.4719	576	1.0537	0.5955	1.0537	1.0265
0.484	6.4944	578	1.0158	0.5978	1.0158	1.0079
0.484	6.5169	580	0.9390	0.6003	0.9390	0.9690
0.484	6.5393	582	0.8913	0.6196	0.8913	0.9441
0.484	6.5618	584	0.8439	0.6299	0.8439	0.9186
0.484	6.5843	586	0.8651	0.6299	0.8651	0.9301
0.484	6.6067	588	0.8730	0.6372	0.8730	0.9343
0.484	6.6292	590	0.8827	0.6279	0.8827	0.9395
0.484	6.6517	592	0.9237	0.6210	0.9237	0.9611
0.484	6.6742	594	0.9452	0.6138	0.9452	0.9722
0.484	6.6966	596	0.9243	0.6138	0.9243	0.9614
0.484	6.7191	598	0.8638	0.6272	0.8638	0.9294
0.484	6.7416	600	0.8093	0.6555	0.8093	0.8996
0.484	6.7640	602	0.8141	0.6483	0.8141	0.9023
0.484	6.7865	604	0.8377	0.6540	0.8377	0.9153
0.484	6.8090	606	0.8645	0.6270	0.8645	0.9298
0.484	6.8315	608	0.8760	0.6306	0.8760	0.9360
0.484	6.8539	610	0.8762	0.6270	0.8762	0.9360
0.484	6.8764	612	0.8978	0.6364	0.8978	0.9475
0.484	6.8989	614	0.8826	0.6364	0.8826	0.9395
0.484	6.9213	616	0.8704	0.6328	0.8704	0.9330
0.484	6.9438	618	0.8315	0.6645	0.8315	0.9119
0.484	6.9663	620	0.8407	0.6629	0.8407	0.9169
0.484	6.9888	622	0.8906	0.6210	0.8906	0.9437
0.484	7.0112	624	0.9654	0.6315	0.9654	0.9825
0.484	7.0337	626	0.9977	0.6288	0.9977	0.9989
0.484	7.0562	628	0.9774	0.6368	0.9774	0.9886
0.484	7.0787	630	0.9582	0.6382	0.9582	0.9789
0.484	7.1011	632	0.9903	0.6368	0.9903	0.9952
0.484	7.1236	634	0.9965	0.6381	0.9965	0.9982
0.484	7.1461	636	0.9597	0.6315	0.9597	0.9796
0.484	7.1685	638	0.9083	0.6315	0.9083	0.9530
0.484	7.1910	640	0.8705	0.6254	0.8705	0.9330
0.484	7.2135	642	0.8696	0.6254	0.8696	0.9325
0.484	7.2360	644	0.8947	0.6223	0.8947	0.9459
0.484	7.2584	646	0.9097	0.6293	0.9097	0.9538
0.484	7.2809	648	0.8717	0.6306	0.8717	0.9336
0.484	7.3034	650	0.8683	0.6477	0.8683	0.9318
0.484	7.3258	652	0.8605	0.6480	0.8605	0.9277
0.484	7.3483	654	0.8359	0.6577	0.8359	0.9143
0.484	7.3708	656	0.8053	0.6637	0.8053	0.8974
0.484	7.3933	658	0.8044	0.6637	0.8044	0.8969
0.484	7.4157	660	0.8230	0.6631	0.8230	0.9072
0.484	7.4382	662	0.8525	0.6500	0.8525	0.9233
0.484	7.4607	664	0.8983	0.6376	0.8983	0.9478
0.484	7.4831	666	0.8990	0.6443	0.8990	0.9481
0.484	7.5056	668	0.8573	0.6758	0.8573	0.9259
0.484	7.5281	670	0.8259	0.6678	0.8259	0.9088
0.484	7.5506	672	0.8070	0.6693	0.8070	0.8983
0.484	7.5730	674	0.8345	0.6678	0.8345	0.9135
0.484	7.5955	676	0.8899	0.6673	0.8899	0.9434
0.484	7.6180	678	0.9165	0.6486	0.9165	0.9573
0.484	7.6404	680	0.8943	0.6673	0.8943	0.9457
0.484	7.6629	682	0.8518	0.6637	0.8518	0.9229
0.484	7.6854	684	0.8213	0.6619	0.8213	0.9063
0.484	7.7079	686	0.8222	0.6653	0.8222	0.9068
0.484	7.7303	688	0.8687	0.6637	0.8687	0.9321
0.484	7.7528	690	0.9423	0.6468	0.9423	0.9707
0.484	7.7753	692	0.9717	0.6466	0.9717	0.9857
0.484	7.7978	694	0.9705	0.6480	0.9705	0.9851
0.484	7.8202	696	0.9373	0.6468	0.9373	0.9681
0.484	7.8427	698	0.8814	0.6674	0.8814	0.9388
0.484	7.8652	700	0.8450	0.6729	0.8450	0.9192
0.484	7.8876	702	0.8122	0.6619	0.8122	0.9012
0.484	7.9101	704	0.7580	0.7021	0.7580	0.8706
0.484	7.9326	706	0.7318	0.7081	0.7318	0.8554
0.484	7.9551	708	0.7241	0.7164	0.7241	0.8509
0.484	7.9775	710	0.7429	0.7125	0.7429	0.8619
0.484	8.0	712	0.7805	0.6977	0.7805	0.8835
0.484	8.0225	714	0.8411	0.6711	0.8411	0.9171
0.484	8.0449	716	0.8869	0.6736	0.8869	0.9417
0.484	8.0674	718	0.8818	0.6736	0.8818	0.9390
0.484	8.0899	720	0.8700	0.6704	0.8700	0.9327
0.484	8.1124	722	0.8564	0.6711	0.8564	0.9254
0.484	8.1348	724	0.8617	0.6719	0.8617	0.9283
0.484	8.1573	726	0.8508	0.6711	0.8508	0.9224
0.484	8.1798	728	0.8197	0.6886	0.8197	0.9054
0.484	8.2022	730	0.8107	0.6735	0.8107	0.9004
0.484	8.2247	732	0.8157	0.6619	0.8157	0.9032
0.484	8.2472	734	0.8285	0.6619	0.8285	0.9102
0.484	8.2697	736	0.8322	0.6619	0.8322	0.9122
0.484	8.2921	738	0.8649	0.6637	0.8649	0.9300
0.484	8.3146	740	0.8965	0.6674	0.8965	0.9468
0.484	8.3371	742	0.8892	0.6665	0.8892	0.9430
0.484	8.3596	744	0.8625	0.6637	0.8625	0.9287
0.484	8.3820	746	0.8367	0.6619	0.8367	0.9147
0.484	8.4045	748	0.8434	0.6653	0.8434	0.9184
0.484	8.4270	750	0.8594	0.6662	0.8594	0.9271
0.484	8.4494	752	0.8472	0.6653	0.8472	0.9204
0.484	8.4719	754	0.8224	0.6660	0.8224	0.9069
0.484	8.4944	756	0.7934	0.6776	0.7934	0.8908
0.484	8.5169	758	0.7855	0.6776	0.7855	0.8863
0.484	8.5393	760	0.7975	0.6776	0.7975	0.8930
0.484	8.5618	762	0.8140	0.6776	0.8140	0.9022
0.484	8.5843	764	0.8430	0.6653	0.8430	0.9182
0.484	8.6067	766	0.8823	0.6647	0.8823	0.9393
0.484	8.6292	768	0.9204	0.6576	0.9204	0.9594
0.484	8.6517	770	0.9316	0.6497	0.9316	0.9652
0.484	8.6742	772	0.9126	0.6571	0.9126	0.9553
0.484	8.6966	774	0.8946	0.6637	0.8946	0.9458
0.484	8.7191	776	0.8753	0.6637	0.8753	0.9356
0.484	8.7416	778	0.8338	0.6653	0.8338	0.9131
0.484	8.7640	780	0.8074	0.6567	0.8074	0.8986
0.484	8.7865	782	0.7898	0.6459	0.7898	0.8887
0.484	8.8090	784	0.7751	0.6517	0.7751	0.8804
0.484	8.8315	786	0.7682	0.6638	0.7682	0.8764
0.484	8.8539	788	0.7805	0.6459	0.7805	0.8835
0.484	8.8764	790	0.7989	0.6494	0.7989	0.8938
0.484	8.8989	792	0.8094	0.6567	0.8094	0.8997
0.484	8.9213	794	0.8249	0.6653	0.8249	0.9082
0.484	8.9438	796	0.8410	0.6653	0.8410	0.9170
0.484	8.9663	798	0.8588	0.6653	0.8588	0.9267
0.484	8.9888	800	0.8758	0.6653	0.8758	0.9359
0.484	9.0112	802	0.8929	0.6653	0.8929	0.9450
0.484	9.0337	804	0.9032	0.6687	0.9032	0.9504
0.484	9.0562	806	0.9170	0.6764	0.9170	0.9576
0.484	9.0787	808	0.9284	0.6658	0.9284	0.9635
0.484	9.1011	810	0.9401	0.6482	0.9401	0.9696
0.484	9.1236	812	0.9324	0.6658	0.9324	0.9656
0.484	9.1461	814	0.9139	0.6736	0.9139	0.9560
0.484	9.1685	816	0.8898	0.6736	0.8898	0.9433
0.484	9.1910	818	0.8565	0.6694	0.8565	0.9255
0.484	9.2135	820	0.8245	0.6751	0.8245	0.9080
0.484	9.2360	822	0.8101	0.6751	0.8101	0.9000
0.484	9.2584	824	0.7945	0.6785	0.7945	0.8913
0.484	9.2809	826	0.7885	0.6903	0.7885	0.8880
0.484	9.3034	828	0.7941	0.6785	0.7941	0.8911
0.484	9.3258	830	0.8080	0.6768	0.8080	0.8989
0.484	9.3483	832	0.8213	0.6751	0.8213	0.9063
0.484	9.3708	834	0.8363	0.6751	0.8363	0.9145
0.484	9.3933	836	0.8440	0.6834	0.8440	0.9187
0.484	9.4157	838	0.8513	0.6834	0.8513	0.9226
0.484	9.4382	840	0.8573	0.6777	0.8573	0.9259
0.484	9.4607	842	0.8650	0.6736	0.8650	0.9300
0.484	9.4831	844	0.8678	0.6736	0.8678	0.9316
0.484	9.5056	846	0.8698	0.6736	0.8698	0.9326
0.484	9.5281	848	0.8712	0.6736	0.8712	0.9334
0.484	9.5506	850	0.8737	0.6736	0.8737	0.9347
0.484	9.5730	852	0.8735	0.6736	0.8735	0.9346
0.484	9.5955	854	0.8764	0.6736	0.8764	0.9362
0.484	9.6180	856	0.8771	0.6736	0.8771	0.9365
0.484	9.6404	858	0.8748	0.6736	0.8748	0.9353
0.484	9.6629	860	0.8735	0.6736	0.8735	0.9346
0.484	9.6854	862	0.8755	0.6736	0.8755	0.9357
0.484	9.7079	864	0.8746	0.6736	0.8746	0.9352
0.484	9.7303	866	0.8704	0.6736	0.8704	0.9330
0.484	9.7528	868	0.8703	0.6736	0.8703	0.9329
0.484	9.7753	870	0.8693	0.6736	0.8693	0.9323
0.484	9.7978	872	0.8699	0.6736	0.8699	0.9327
0.484	9.8202	874	0.8703	0.6736	0.8703	0.9329
0.484	9.8427	876	0.8692	0.6736	0.8692	0.9323
0.484	9.8652	878	0.8661	0.6736	0.8661	0.9306
0.484	9.8876	880	0.8639	0.6736	0.8639	0.9295
0.484	9.9101	882	0.8632	0.6736	0.8632	0.9291
0.484	9.9326	884	0.8625	0.6736	0.8625	0.9287
0.484	9.9551	886	0.8623	0.6736	0.8623	0.9286
0.484	9.9775	888	0.8623	0.6736	0.8623	0.9286
0.484	10.0	890	0.8621	0.6736	0.8621	0.9285

Framework versions

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