ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k20_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: 1.0906
• Qwk: 0.5954
• Mse: 1.0906
• Rmse: 1.0443

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	0.0253	2	2.2632	0.0214	2.2632	1.5044
No log	0.0506	4	1.4824	0.1930	1.4824	1.2175
No log	0.0759	6	1.4922	0.0757	1.4922	1.2216
No log	0.1013	8	1.5944	0.1454	1.5944	1.2627
No log	0.1266	10	1.5903	0.2687	1.5903	1.2611
No log	0.1519	12	1.5694	0.3361	1.5694	1.2528
No log	0.1772	14	1.4196	0.3447	1.4196	1.1915
No log	0.2025	16	1.3166	0.3358	1.3166	1.1474
No log	0.2278	18	1.2951	0.3582	1.2951	1.1380
No log	0.2532	20	1.3999	0.3628	1.3999	1.1832
No log	0.2785	22	1.2969	0.4235	1.2969	1.1388
No log	0.3038	24	1.3224	0.4108	1.3224	1.1499
No log	0.3291	26	1.3376	0.4200	1.3376	1.1565
No log	0.3544	28	1.3822	0.3923	1.3822	1.1757
No log	0.3797	30	1.4795	0.3459	1.4795	1.2163
No log	0.4051	32	1.4688	0.3513	1.4688	1.2119
No log	0.4304	34	1.4130	0.3448	1.4130	1.1887
No log	0.4557	36	1.3897	0.2921	1.3897	1.1788
No log	0.4810	38	1.4783	0.3321	1.4783	1.2158
No log	0.5063	40	1.5069	0.3625	1.5069	1.2276
No log	0.5316	42	1.4672	0.3585	1.4672	1.2113
No log	0.5570	44	1.2686	0.2634	1.2686	1.1263
No log	0.5823	46	1.2437	0.3478	1.2437	1.1152
No log	0.6076	48	1.3021	0.2891	1.3021	1.1411
No log	0.6329	50	1.1883	0.4092	1.1883	1.0901
No log	0.6582	52	1.2163	0.3553	1.2163	1.1028
No log	0.6835	54	1.3318	0.3884	1.3318	1.1540
No log	0.7089	56	1.2538	0.4104	1.2538	1.1197
No log	0.7342	58	1.2230	0.4008	1.2230	1.1059
No log	0.7595	60	1.2582	0.3956	1.2582	1.1217
No log	0.7848	62	1.1939	0.4027	1.1939	1.0927
No log	0.8101	64	1.2231	0.3765	1.2231	1.1059
No log	0.8354	66	1.2979	0.4067	1.2979	1.1392
No log	0.8608	68	1.3930	0.4368	1.3930	1.1802
No log	0.8861	70	1.2334	0.4545	1.2334	1.1106
No log	0.9114	72	1.0640	0.5301	1.0640	1.0315
No log	0.9367	74	1.0295	0.5075	1.0295	1.0146
No log	0.9620	76	0.9595	0.5628	0.9595	0.9796
No log	0.9873	78	0.9253	0.5628	0.9253	0.9619
No log	1.0127	80	1.0498	0.5686	1.0498	1.0246
No log	1.0380	82	1.2910	0.5383	1.2910	1.1362
No log	1.0633	84	1.1468	0.5747	1.1468	1.0709
No log	1.0886	86	0.8306	0.6167	0.8306	0.9114
No log	1.1139	88	0.7902	0.6264	0.7902	0.8890
No log	1.1392	90	0.9623	0.5565	0.9623	0.9810
No log	1.1646	92	1.5726	0.4698	1.5726	1.2540
No log	1.1899	94	2.0003	0.4324	2.0003	1.4143
No log	1.2152	96	1.9555	0.4415	1.9555	1.3984
No log	1.2405	98	1.5132	0.4782	1.5132	1.2301
No log	1.2658	100	1.3472	0.5345	1.3472	1.1607
No log	1.2911	102	1.4680	0.5048	1.4680	1.2116
No log	1.3165	104	1.7753	0.4616	1.7753	1.3324
No log	1.3418	106	1.6191	0.4933	1.6191	1.2724
No log	1.3671	108	1.1114	0.5500	1.1114	1.0542
No log	1.3924	110	0.9627	0.6154	0.9627	0.9812
No log	1.4177	112	1.1540	0.5921	1.1540	1.0742
No log	1.4430	114	1.3232	0.5568	1.3232	1.1503
No log	1.4684	116	1.4371	0.5028	1.4371	1.1988
No log	1.4937	118	1.4770	0.4988	1.4770	1.2153
No log	1.5190	120	1.3205	0.5735	1.3205	1.1491
No log	1.5443	122	1.0016	0.6507	1.0016	1.0008
No log	1.5696	124	0.9372	0.6626	0.9372	0.9681
No log	1.5949	126	1.0077	0.6570	1.0077	1.0039
No log	1.6203	128	1.0964	0.6251	1.0964	1.0471
No log	1.6456	130	1.1310	0.6191	1.1310	1.0635
No log	1.6709	132	1.1251	0.6069	1.1251	1.0607
No log	1.6962	134	1.2097	0.5994	1.2097	1.0998
No log	1.7215	136	1.2305	0.5942	1.2305	1.1093
No log	1.7468	138	1.0558	0.6001	1.0558	1.0275
No log	1.7722	140	0.8584	0.6498	0.8584	0.9265
No log	1.7975	142	0.8179	0.6571	0.8179	0.9044
No log	1.8228	144	0.9927	0.6102	0.9927	0.9964
No log	1.8481	146	1.1375	0.6232	1.1375	1.0665
No log	1.8734	148	0.9603	0.6509	0.9603	0.9799
No log	1.8987	150	0.9155	0.6670	0.9155	0.9568
No log	1.9241	152	0.9820	0.6318	0.9820	0.9910
No log	1.9494	154	1.3020	0.5765	1.3020	1.1411
No log	1.9747	156	1.3930	0.5361	1.3930	1.1802
No log	2.0	158	1.1468	0.5671	1.1468	1.0709
No log	2.0253	160	0.9212	0.6410	0.9212	0.9598
No log	2.0506	162	0.9019	0.6532	0.9019	0.9497
No log	2.0759	164	1.0432	0.6122	1.0432	1.0214
No log	2.1013	166	1.3714	0.5727	1.3714	1.1710
No log	2.1266	168	1.5233	0.5649	1.5233	1.2342
No log	2.1519	170	1.3029	0.6042	1.3029	1.1414
No log	2.1772	172	1.1520	0.6547	1.1520	1.0733
No log	2.2025	174	1.2475	0.6149	1.2475	1.1169
No log	2.2278	176	1.1491	0.6400	1.1491	1.0720
No log	2.2532	178	1.0377	0.6413	1.0377	1.0187
No log	2.2785	180	1.0009	0.6413	1.0009	1.0005
No log	2.3038	182	1.1072	0.6332	1.1072	1.0522
No log	2.3291	184	1.1301	0.6090	1.1301	1.0631
No log	2.3544	186	1.1130	0.6071	1.1130	1.0550
No log	2.3797	188	1.0293	0.6286	1.0293	1.0145
No log	2.4051	190	0.9610	0.6369	0.9610	0.9803
No log	2.4304	192	1.0959	0.5679	1.0959	1.0469
No log	2.4557	194	1.1137	0.5496	1.1137	1.0553
No log	2.4810	196	1.1404	0.5611	1.1404	1.0679
No log	2.5063	198	1.1488	0.5601	1.1488	1.0718
No log	2.5316	200	0.9797	0.6224	0.9797	0.9898
No log	2.5570	202	0.9723	0.6385	0.9723	0.9861
No log	2.5823	204	1.2028	0.5453	1.2028	1.0967
No log	2.6076	206	1.3195	0.5359	1.3195	1.1487
No log	2.6329	208	1.1896	0.5768	1.1896	1.0907
No log	2.6582	210	0.9762	0.5882	0.9762	0.9880
No log	2.6835	212	0.9123	0.5991	0.9123	0.9552
No log	2.7089	214	0.9651	0.5730	0.9651	0.9824
No log	2.7342	216	1.1795	0.5383	1.1795	1.0861
No log	2.7595	218	1.2112	0.5383	1.2112	1.1005
No log	2.7848	220	1.2576	0.5363	1.2576	1.1214
No log	2.8101	222	1.1296	0.5426	1.1296	1.0628
No log	2.8354	224	0.9330	0.5677	0.9330	0.9659
No log	2.8608	226	0.9223	0.5576	0.9223	0.9604
No log	2.8861	228	1.0383	0.5920	1.0383	1.0190
No log	2.9114	230	1.1349	0.5506	1.1349	1.0653
No log	2.9367	232	1.1864	0.5532	1.1864	1.0892
No log	2.9620	234	1.1274	0.5701	1.1274	1.0618
No log	2.9873	236	1.1301	0.5979	1.1301	1.0630
No log	3.0127	238	1.2103	0.6047	1.2103	1.1001
No log	3.0380	240	1.2291	0.6047	1.2291	1.1087
No log	3.0633	242	1.1548	0.6043	1.1548	1.0746
No log	3.0886	244	1.0366	0.6376	1.0366	1.0182
No log	3.1139	246	0.9601	0.6162	0.9601	0.9799
No log	3.1392	248	1.0326	0.5709	1.0326	1.0162
No log	3.1646	250	1.2202	0.5123	1.2202	1.1046
No log	3.1899	252	1.3595	0.5294	1.3595	1.1660
No log	3.2152	254	1.2440	0.5509	1.2440	1.1153
No log	3.2405	256	1.0438	0.5970	1.0438	1.0216
No log	3.2658	258	0.9276	0.6470	0.9276	0.9631
No log	3.2911	260	0.8445	0.6494	0.8445	0.9190
No log	3.3165	262	0.8997	0.6769	0.8997	0.9485
No log	3.3418	264	1.1683	0.6327	1.1683	1.0809
No log	3.3671	266	1.4186	0.5636	1.4186	1.1910
No log	3.3924	268	1.3942	0.5818	1.3942	1.1808
No log	3.4177	270	1.2962	0.5873	1.2962	1.1385
No log	3.4430	272	1.2328	0.5654	1.2329	1.1103
No log	3.4684	274	1.3002	0.5747	1.3002	1.1403
No log	3.4937	276	1.2466	0.5766	1.2466	1.1165
No log	3.5190	278	1.0613	0.5866	1.0613	1.0302
No log	3.5443	280	1.0761	0.6003	1.0761	1.0374
No log	3.5696	282	1.1768	0.5736	1.1768	1.0848
No log	3.5949	284	1.0835	0.5734	1.0835	1.0409
No log	3.6203	286	1.1034	0.5679	1.1034	1.0504
No log	3.6456	288	1.2227	0.5736	1.2227	1.1058
No log	3.6709	290	1.3434	0.5797	1.3434	1.1590
No log	3.6962	292	1.2798	0.5868	1.2798	1.1313
No log	3.7215	294	1.2025	0.5692	1.2025	1.0966
No log	3.7468	296	1.2473	0.5435	1.2473	1.1168
No log	3.7722	298	1.3688	0.5293	1.3688	1.1700
No log	3.7975	300	1.3817	0.5458	1.3817	1.1755
No log	3.8228	302	1.2960	0.5443	1.2960	1.1384
No log	3.8481	304	1.1229	0.5563	1.1229	1.0597
No log	3.8734	306	1.0205	0.5779	1.0205	1.0102
No log	3.8987	308	1.0577	0.5778	1.0577	1.0284
No log	3.9241	310	1.1733	0.5607	1.1733	1.0832
No log	3.9494	312	1.3025	0.5705	1.3025	1.1413
No log	3.9747	314	1.2190	0.5705	1.2190	1.1041
No log	4.0	316	1.1871	0.5523	1.1871	1.0895
No log	4.0253	318	1.2133	0.5816	1.2133	1.1015
No log	4.0506	320	1.0713	0.6073	1.0713	1.0351
No log	4.0759	322	1.0225	0.6311	1.0225	1.0112
No log	4.1013	324	1.0659	0.6310	1.0659	1.0324
No log	4.1266	326	1.0980	0.6191	1.0980	1.0479
No log	4.1519	328	1.1393	0.6099	1.1393	1.0674
No log	4.1772	330	1.1812	0.5988	1.1812	1.0868
No log	4.2025	332	1.0911	0.6011	1.0911	1.0446
No log	4.2278	334	0.9506	0.6366	0.9506	0.9750
No log	4.2532	336	0.9392	0.6295	0.9392	0.9691
No log	4.2785	338	1.0951	0.6011	1.0951	1.0465
No log	4.3038	340	1.2012	0.5926	1.2012	1.0960
No log	4.3291	342	1.1500	0.6016	1.1500	1.0724
No log	4.3544	344	1.0940	0.5817	1.0940	1.0460
No log	4.3797	346	1.0839	0.5817	1.0839	1.0411
No log	4.4051	348	1.1185	0.5997	1.1185	1.0576
No log	4.4304	350	1.0466	0.6104	1.0466	1.0230
No log	4.4557	352	1.0097	0.6187	1.0097	1.0048
No log	4.4810	354	1.0952	0.5858	1.0952	1.0465
No log	4.5063	356	1.1451	0.5776	1.1451	1.0701
No log	4.5316	358	1.2886	0.5677	1.2886	1.1352
No log	4.5570	360	1.4003	0.5784	1.4003	1.1833
No log	4.5823	362	1.3175	0.5813	1.3175	1.1478
No log	4.6076	364	1.2701	0.5677	1.2701	1.1270
No log	4.6329	366	1.1920	0.5657	1.1920	1.0918
No log	4.6582	368	1.1970	0.5726	1.1970	1.0941
No log	4.6835	370	1.2675	0.5745	1.2675	1.1258
No log	4.7089	372	1.3041	0.5794	1.3041	1.1420
No log	4.7342	374	1.2748	0.5794	1.2748	1.1290
No log	4.7595	376	1.1317	0.5906	1.1317	1.0638
No log	4.7848	378	1.1043	0.5994	1.1043	1.0509
No log	4.8101	380	1.1263	0.5946	1.1263	1.0613
No log	4.8354	382	1.2176	0.5816	1.2176	1.1034
No log	4.8608	384	1.3059	0.5736	1.3059	1.1428
No log	4.8861	386	1.2235	0.5835	1.2235	1.1061
No log	4.9114	388	1.0745	0.5926	1.0745	1.0366
No log	4.9367	390	1.0152	0.6149	1.0152	1.0076
No log	4.9620	392	0.9659	0.6745	0.9659	0.9828
No log	4.9873	394	1.0543	0.6393	1.0543	1.0268
No log	5.0127	396	1.1619	0.5963	1.1619	1.0779
No log	5.0380	398	1.3583	0.5765	1.3583	1.1655
No log	5.0633	400	1.4395	0.5756	1.4395	1.1998
No log	5.0886	402	1.4259	0.5813	1.4259	1.1941
No log	5.1139	404	1.2796	0.5775	1.2796	1.1312
No log	5.1392	406	1.0936	0.5746	1.0936	1.0458
No log	5.1646	408	1.0030	0.6062	1.0030	1.0015
No log	5.1899	410	1.0550	0.5923	1.0550	1.0271
No log	5.2152	412	1.1401	0.5776	1.1401	1.0677
No log	5.2405	414	1.1416	0.5786	1.1416	1.0684
No log	5.2658	416	1.1908	0.5776	1.1908	1.0912
No log	5.2911	418	1.1147	0.5994	1.1147	1.0558
No log	5.3165	420	1.0818	0.6079	1.0818	1.0401
No log	5.3418	422	1.1400	0.5953	1.1400	1.0677
No log	5.3671	424	1.2584	0.5756	1.2584	1.1218
No log	5.3924	426	1.2953	0.5627	1.2953	1.1381
No log	5.4177	428	1.2849	0.5627	1.2849	1.1336
No log	5.4430	430	1.1909	0.5746	1.1909	1.0913
No log	5.4684	432	1.1949	0.5746	1.1949	1.0931
No log	5.4937	434	1.3525	0.5618	1.3525	1.1630
No log	5.5190	436	1.4261	0.5650	1.4261	1.1942
No log	5.5443	438	1.3907	0.5609	1.3907	1.1793
No log	5.5696	440	1.2764	0.5654	1.2764	1.1298
No log	5.5949	442	1.2878	0.5654	1.2878	1.1348
No log	5.6203	444	1.2012	0.5715	1.2012	1.0960
No log	5.6456	446	1.1705	0.5715	1.1705	1.0819
No log	5.6709	448	1.1608	0.5715	1.1608	1.0774
No log	5.6962	450	1.2274	0.5807	1.2274	1.1079
No log	5.7215	452	1.1828	0.5715	1.1828	1.0876
No log	5.7468	454	1.1349	0.5766	1.1349	1.0653
No log	5.7722	456	1.1701	0.5756	1.1701	1.0817
No log	5.7975	458	1.3011	0.5696	1.3011	1.1407
No log	5.8228	460	1.3498	0.5707	1.3498	1.1618
No log	5.8481	462	1.3112	0.5648	1.3112	1.1451
No log	5.8734	464	1.2235	0.5645	1.2235	1.1061
No log	5.8987	466	1.0704	0.5700	1.0704	1.0346
No log	5.9241	468	1.0309	0.5889	1.0309	1.0153
No log	5.9494	470	1.0902	0.5679	1.0902	1.0441
No log	5.9747	472	1.2292	0.5375	1.2292	1.1087
No log	6.0	474	1.2588	0.5439	1.2588	1.1220
No log	6.0253	476	1.1935	0.5472	1.1935	1.0925
No log	6.0506	478	1.1519	0.5649	1.1519	1.0732
No log	6.0759	480	1.1402	0.5734	1.1402	1.0678
No log	6.1013	482	1.2040	0.5704	1.2040	1.0973
No log	6.1266	484	1.2955	0.5677	1.2955	1.1382
No log	6.1519	486	1.3378	0.5599	1.3378	1.1566
No log	6.1772	488	1.3614	0.5659	1.3614	1.1668
No log	6.2025	490	1.3308	0.5599	1.3308	1.1536
No log	6.2278	492	1.2311	0.5632	1.2311	1.1095
No log	6.2532	494	1.1730	0.5671	1.1730	1.0830
No log	6.2785	496	1.1730	0.5487	1.1730	1.0830
No log	6.3038	498	1.1228	0.5592	1.1228	1.0596
0.3457	6.3291	500	1.0903	0.5724	1.0903	1.0442
0.3457	6.3544	502	1.0369	0.6049	1.0369	1.0183
0.3457	6.3797	504	1.0430	0.5982	1.0430	1.0213
0.3457	6.4051	506	1.1363	0.5930	1.1363	1.0660
0.3457	6.4304	508	1.1930	0.5856	1.1930	1.0923
0.3457	6.4557	510	1.1637	0.5895	1.1637	1.0787
0.3457	6.4810	512	1.1326	0.5977	1.1326	1.0642
0.3457	6.5063	514	1.0388	0.6181	1.0388	1.0192
0.3457	6.5316	516	1.0048	0.6248	1.0048	1.0024
0.3457	6.5570	518	1.0155	0.5935	1.0155	1.0077
0.3457	6.5823	520	1.0313	0.5841	1.0313	1.0155
0.3457	6.6076	522	0.9804	0.6004	0.9804	0.9901
0.3457	6.6329	524	0.9426	0.5966	0.9426	0.9709
0.3457	6.6582	526	0.9261	0.6157	0.9261	0.9624
0.3457	6.6835	528	0.9762	0.6174	0.9762	0.9880
0.3457	6.7089	530	1.0195	0.6062	1.0195	1.0097
0.3457	6.7342	532	1.0326	0.6003	1.0326	1.0162
0.3457	6.7595	534	1.0348	0.6013	1.0348	1.0173
0.3457	6.7848	536	1.0146	0.6114	1.0146	1.0073
0.3457	6.8101	538	1.0335	0.6023	1.0335	1.0166
0.3457	6.8354	540	1.0430	0.6023	1.0430	1.0213
0.3457	6.8608	542	1.1037	0.5778	1.1037	1.0506
0.3457	6.8861	544	1.1182	0.5778	1.1182	1.0574
0.3457	6.9114	546	1.0895	0.5821	1.0895	1.0438
0.3457	6.9367	548	1.0037	0.6232	1.0037	1.0019
0.3457	6.9620	550	0.9234	0.6260	0.9234	0.9609
0.3457	6.9873	552	0.9039	0.6260	0.9039	0.9507
0.3457	7.0127	554	0.9360	0.6163	0.9360	0.9675
0.3457	7.0380	556	1.0047	0.6093	1.0047	1.0023
0.3457	7.0633	558	1.1009	0.5768	1.1009	1.0493
0.3457	7.0886	560	1.1916	0.5494	1.1916	1.0916
0.3457	7.1139	562	1.2623	0.5338	1.2623	1.1235
0.3457	7.1392	564	1.2351	0.5685	1.2351	1.1114
0.3457	7.1646	566	1.1401	0.5671	1.1401	1.0677
0.3457	7.1899	568	1.0414	0.5767	1.0414	1.0205
0.3457	7.2152	570	0.9937	0.5854	0.9937	0.9968
0.3457	7.2405	572	0.9783	0.5854	0.9783	0.9891
0.3457	7.2658	574	1.0153	0.5766	1.0153	1.0076
0.3457	7.2911	576	1.0439	0.5766	1.0439	1.0217
0.3457	7.3165	578	1.0919	0.5734	1.0919	1.0449
0.3457	7.3418	580	1.1663	0.5671	1.1663	1.0800
0.3457	7.3671	582	1.1984	0.5587	1.1984	1.0947
0.3457	7.3924	584	1.1507	0.5756	1.1507	1.0727
0.3457	7.4177	586	1.0767	0.5734	1.0767	1.0377
0.3457	7.4430	588	1.0084	0.5899	1.0084	1.0042
0.3457	7.4684	590	0.9921	0.6158	0.9921	0.9961
0.3457	7.4937	592	1.0215	0.5855	1.0215	1.0107
0.3457	7.5190	594	1.1032	0.5756	1.1032	1.0503
0.3457	7.5443	596	1.1557	0.5756	1.1557	1.0751
0.3457	7.5696	598	1.1609	0.5756	1.1609	1.0774
0.3457	7.5949	600	1.2119	0.5587	1.2119	1.1009
0.3457	7.6203	602	1.2320	0.5716	1.2320	1.1099
0.3457	7.6456	604	1.2552	0.5806	1.2552	1.1203
0.3457	7.6709	606	1.1921	0.6122	1.1921	1.0918
0.3457	7.6962	608	1.1405	0.6034	1.1405	1.0679
0.3457	7.7215	610	1.0473	0.5976	1.0473	1.0234
0.3457	7.7468	612	0.9532	0.6446	0.9532	0.9763
0.3457	7.7722	614	0.8983	0.6383	0.8983	0.9478
0.3457	7.7975	616	0.8904	0.6493	0.8904	0.9436
0.3457	7.8228	618	0.9171	0.6383	0.9171	0.9577
0.3457	7.8481	620	0.9523	0.6280	0.9523	0.9759
0.3457	7.8734	622	0.9811	0.6280	0.9811	0.9905
0.3457	7.8987	624	1.0223	0.5945	1.0223	1.0111
0.3457	7.9241	626	1.0694	0.5811	1.0694	1.0341
0.3457	7.9494	628	1.1323	0.5810	1.1323	1.0641
0.3457	7.9747	630	1.1906	0.5993	1.1906	1.0911
0.3457	8.0	632	1.1857	0.5993	1.1857	1.0889
0.3457	8.0253	634	1.1317	0.5810	1.1317	1.0638
0.3457	8.0506	636	1.0429	0.6070	1.0429	1.0212
0.3457	8.0759	638	0.9633	0.6280	0.9633	0.9815
0.3457	8.1013	640	0.9353	0.6151	0.9353	0.9671
0.3457	8.1266	642	0.9269	0.6148	0.9269	0.9627
0.3457	8.1519	644	0.9483	0.6216	0.9483	0.9738
0.3457	8.1772	646	1.0125	0.6026	1.0125	1.0062
0.3457	8.2025	648	1.0984	0.6001	1.0984	1.0480
0.3457	8.2278	650	1.1667	0.5861	1.1667	1.0801
0.3457	8.2532	652	1.1994	0.5705	1.1994	1.0952
0.3457	8.2785	654	1.1868	0.5705	1.1868	1.0894
0.3457	8.3038	656	1.1425	0.5714	1.1425	1.0689
0.3457	8.3291	658	1.1012	0.5854	1.1012	1.0494
0.3457	8.3544	660	1.0764	0.5954	1.0764	1.0375
0.3457	8.3797	662	1.0349	0.6023	1.0349	1.0173
0.3457	8.4051	664	1.0218	0.6023	1.0218	1.0108
0.3457	8.4304	666	1.0284	0.6067	1.0284	1.0141
0.3457	8.4557	668	1.0409	0.6023	1.0409	1.0202
0.3457	8.4810	670	1.0615	0.6088	1.0615	1.0303
0.3457	8.5063	672	1.0639	0.6088	1.0639	1.0315
0.3457	8.5316	674	1.0774	0.6044	1.0774	1.0380
0.3457	8.5570	676	1.0741	0.6044	1.0741	1.0364
0.3457	8.5823	678	1.0737	0.6044	1.0737	1.0362
0.3457	8.6076	680	1.0748	0.6044	1.0748	1.0367
0.3457	8.6329	682	1.0579	0.6023	1.0579	1.0285
0.3457	8.6582	684	1.0400	0.6067	1.0400	1.0198
0.3457	8.6835	686	1.0245	0.6158	1.0245	1.0122
0.3457	8.7089	688	1.0208	0.6158	1.0208	1.0104
0.3457	8.7342	690	1.0082	0.6158	1.0082	1.0041
0.3457	8.7595	692	0.9850	0.6280	0.9850	0.9924
0.3457	8.7848	694	0.9846	0.6280	0.9846	0.9922
0.3457	8.8101	696	0.9931	0.6280	0.9931	0.9965
0.3457	8.8354	698	1.0082	0.6280	1.0082	1.0041
0.3457	8.8608	700	1.0323	0.6252	1.0323	1.0160
0.3457	8.8861	702	1.0530	0.5995	1.0530	1.0262
0.3457	8.9114	704	1.0662	0.5952	1.0662	1.0326
0.3457	8.9367	706	1.0647	0.5952	1.0647	1.0318
0.3457	8.9620	708	1.0624	0.5899	1.0624	1.0307
0.3457	8.9873	710	1.0819	0.5832	1.0819	1.0402
0.3457	9.0127	712	1.1070	0.5841	1.1070	1.0521
0.3457	9.0380	714	1.1118	0.5810	1.1118	1.0544
0.3457	9.0633	716	1.1128	0.5810	1.1128	1.0549
0.3457	9.0886	718	1.1005	0.5810	1.1005	1.0491
0.3457	9.1139	720	1.0839	0.5832	1.0839	1.0411
0.3457	9.1392	722	1.0881	0.5832	1.0881	1.0431
0.3457	9.1646	724	1.0933	0.5832	1.0933	1.0456
0.3457	9.1899	726	1.0904	0.5832	1.0904	1.0442
0.3457	9.2152	728	1.0858	0.5832	1.0858	1.0420
0.3457	9.2405	730	1.0886	0.5832	1.0886	1.0434
0.3457	9.2658	732	1.0882	0.5916	1.0882	1.0432
0.3457	9.2911	734	1.0949	0.6009	1.0949	1.0464
0.3457	9.3165	736	1.0896	0.5916	1.0896	1.0438
0.3457	9.3418	738	1.0836	0.5916	1.0836	1.0410
0.3457	9.3671	740	1.0671	0.6224	1.0671	1.0330
0.3457	9.3924	742	1.0582	0.6131	1.0582	1.0287
0.3457	9.4177	744	1.0469	0.6131	1.0469	1.0232
0.3457	9.4430	746	1.0346	0.6158	1.0346	1.0171
0.3457	9.4684	748	1.0176	0.6158	1.0176	1.0088
0.3457	9.4937	750	1.0065	0.6158	1.0065	1.0033
0.3457	9.5190	752	1.0084	0.6158	1.0084	1.0042
0.3457	9.5443	754	1.0048	0.6158	1.0048	1.0024
0.3457	9.5696	756	0.9993	0.6158	0.9993	0.9996
0.3457	9.5949	758	0.9967	0.6158	0.9967	0.9984
0.3457	9.6203	760	1.0032	0.6158	1.0032	1.0016
0.3457	9.6456	762	1.0122	0.6158	1.0122	1.0061
0.3457	9.6709	764	1.0250	0.6158	1.0250	1.0124
0.3457	9.6962	766	1.0432	0.6114	1.0432	1.0214
0.3457	9.7215	768	1.0562	0.6114	1.0562	1.0277
0.3457	9.7468	770	1.0662	0.6135	1.0662	1.0326
0.3457	9.7722	772	1.0739	0.6044	1.0739	1.0363
0.3457	9.7975	774	1.0783	0.6044	1.0783	1.0384
0.3457	9.8228	776	1.0792	0.6044	1.0792	1.0388
0.3457	9.8481	778	1.0800	0.6044	1.0800	1.0392
0.3457	9.8734	780	1.0833	0.6044	1.0833	1.0408
0.3457	9.8987	782	1.0867	0.6044	1.0867	1.0425
0.3457	9.9241	784	1.0885	0.5954	1.0885	1.0433
0.3457	9.9494	786	1.0899	0.5954	1.0899	1.0440
0.3457	9.9747	788	1.0903	0.5954	1.0903	1.0442
0.3457	10.0	790	1.0906	0.5954	1.0906	1.0443

Framework versions

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