ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k16_task2_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: 1.1188
• Qwk: 0.4032
• Mse: 1.1188
• Rmse: 1.0577

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	0.0244	2	3.9869	-0.0239	3.9869	1.9967
No log	0.0488	4	2.0139	0.0638	2.0139	1.4191
No log	0.0732	6	1.0626	0.0569	1.0626	1.0308
No log	0.0976	8	0.7209	0.2666	0.7209	0.8491
No log	0.1220	10	0.7605	0.1314	0.7605	0.8721
No log	0.1463	12	0.7941	0.1819	0.7941	0.8911
No log	0.1707	14	0.7871	0.1728	0.7871	0.8872
No log	0.1951	16	0.6955	0.1481	0.6955	0.8340
No log	0.2195	18	0.7707	0.1415	0.7707	0.8779
No log	0.2439	20	0.7152	0.2010	0.7152	0.8457
No log	0.2683	22	0.6460	0.1469	0.6460	0.8038
No log	0.2927	24	0.7760	0.0842	0.7760	0.8809
No log	0.3171	26	0.8694	0.0610	0.8694	0.9324
No log	0.3415	28	0.8470	0.0446	0.8470	0.9203
No log	0.3659	30	0.7833	0.0562	0.7833	0.8850
No log	0.3902	32	0.6933	0.1277	0.6933	0.8327
No log	0.4146	34	0.6534	0.2637	0.6534	0.8083
No log	0.4390	36	0.6545	0.2543	0.6545	0.8090
No log	0.4634	38	0.6257	0.2546	0.6257	0.7910
No log	0.4878	40	0.6302	0.3260	0.6302	0.7939
No log	0.5122	42	0.7494	0.3252	0.7494	0.8657
No log	0.5366	44	0.8207	0.2453	0.8207	0.9059
No log	0.5610	46	0.7920	0.3039	0.7920	0.8900
No log	0.5854	48	0.6833	0.3579	0.6833	0.8266
No log	0.6098	50	0.6613	0.4134	0.6613	0.8132
No log	0.6341	52	0.6412	0.4428	0.6412	0.8007
No log	0.6585	54	0.6746	0.4295	0.6746	0.8214
No log	0.6829	56	0.8085	0.2988	0.8085	0.8992
No log	0.7073	58	1.0211	0.2887	1.0211	1.0105
No log	0.7317	60	1.3797	0.1978	1.3797	1.1746
No log	0.7561	62	1.8190	0.1917	1.8190	1.3487
No log	0.7805	64	1.7620	0.2106	1.7620	1.3274
No log	0.8049	66	1.4230	0.2639	1.4230	1.1929
No log	0.8293	68	1.1289	0.2856	1.1289	1.0625
No log	0.8537	70	0.9865	0.2724	0.9865	0.9932
No log	0.8780	72	1.1191	0.2516	1.1191	1.0579
No log	0.9024	74	1.4370	0.3119	1.4370	1.1988
No log	0.9268	76	1.5955	0.3051	1.5955	1.2631
No log	0.9512	78	1.5401	0.2713	1.5401	1.2410
No log	0.9756	80	1.3249	0.3494	1.3249	1.1510
No log	1.0	82	1.3449	0.3494	1.3449	1.1597
No log	1.0244	84	1.5297	0.2729	1.5297	1.2368
No log	1.0488	86	1.8254	0.2729	1.8254	1.3511
No log	1.0732	88	1.9287	0.2784	1.9287	1.3888
No log	1.0976	90	1.9039	0.2795	1.9039	1.3798
No log	1.1220	92	2.0499	0.2617	2.0499	1.4317
No log	1.1463	94	2.4057	0.1950	2.4057	1.5510
No log	1.1707	96	2.6689	0.1925	2.6689	1.6337
No log	1.1951	98	2.2683	0.1894	2.2683	1.5061
No log	1.2195	100	1.7016	0.2465	1.7016	1.3045
No log	1.2439	102	1.3324	0.3138	1.3324	1.1543
No log	1.2683	104	1.3754	0.3312	1.3754	1.1728
No log	1.2927	106	1.5581	0.2393	1.5581	1.2482
No log	1.3171	108	1.7572	0.2364	1.7572	1.3256
No log	1.3415	110	1.9814	0.2246	1.9814	1.4076
No log	1.3659	112	1.8748	0.2482	1.8748	1.3692
No log	1.3902	114	1.6262	0.2275	1.6262	1.2752
No log	1.4146	116	1.4337	0.2464	1.4337	1.1974
No log	1.4390	118	1.2470	0.2654	1.2470	1.1167
No log	1.4634	120	0.9269	0.3073	0.9269	0.9627
No log	1.4878	122	0.9382	0.3619	0.9382	0.9686
No log	1.5122	124	1.1299	0.2628	1.1299	1.0630
No log	1.5366	126	1.1970	0.2675	1.1970	1.0941
No log	1.5610	128	0.9913	0.3672	0.9913	0.9957
No log	1.5854	130	0.8442	0.3326	0.8442	0.9188
No log	1.6098	132	0.9488	0.3487	0.9488	0.9740
No log	1.6341	134	1.0580	0.3258	1.0580	1.0286
No log	1.6585	136	1.3196	0.3139	1.3196	1.1487
No log	1.6829	138	1.7550	0.2863	1.7550	1.3248
No log	1.7073	140	2.2341	0.2393	2.2341	1.4947
No log	1.7317	142	2.2447	0.2413	2.2447	1.4982
No log	1.7561	144	1.8667	0.2953	1.8667	1.3663
No log	1.7805	146	1.3441	0.3647	1.3441	1.1594
No log	1.8049	148	1.1449	0.3599	1.1449	1.0700
No log	1.8293	150	1.2571	0.3566	1.2571	1.1212
No log	1.8537	152	1.7765	0.2818	1.7765	1.3328
No log	1.8780	154	1.8039	0.2689	1.8039	1.3431
No log	1.9024	156	1.4098	0.3268	1.4098	1.1874
No log	1.9268	158	0.9120	0.3482	0.9120	0.9550
No log	1.9512	160	0.8119	0.3982	0.8119	0.9011
No log	1.9756	162	0.9415	0.3678	0.9415	0.9703
No log	2.0	164	1.1898	0.3361	1.1898	1.0908
No log	2.0244	166	1.6385	0.3355	1.6385	1.2800
No log	2.0488	168	1.6514	0.3320	1.6514	1.2851
No log	2.0732	170	1.4326	0.3690	1.4326	1.1969
No log	2.0976	172	1.3522	0.3383	1.3522	1.1628
No log	2.1220	174	1.6090	0.3623	1.6090	1.2685
No log	2.1463	176	1.9926	0.2746	1.9926	1.4116
No log	2.1707	178	2.2179	0.2216	2.2179	1.4893
No log	2.1951	180	2.0959	0.2333	2.0959	1.4477
No log	2.2195	182	1.6382	0.3079	1.6382	1.2799
No log	2.2439	184	1.2611	0.3254	1.2611	1.1230
No log	2.2683	186	1.2274	0.3112	1.2274	1.1079
No log	2.2927	188	1.4397	0.3430	1.4397	1.1999
No log	2.3171	190	1.6845	0.3451	1.6845	1.2979
No log	2.3415	192	1.6805	0.2881	1.6805	1.2964
No log	2.3659	194	1.5634	0.3251	1.5634	1.2503
No log	2.3902	196	1.4828	0.3355	1.4828	1.2177
No log	2.4146	198	1.4762	0.3378	1.4762	1.2150
No log	2.4390	200	1.5014	0.3344	1.5014	1.2253
No log	2.4634	202	1.2603	0.3855	1.2603	1.1226
No log	2.4878	204	1.1079	0.3835	1.1079	1.0526
No log	2.5122	206	1.1729	0.3554	1.1729	1.0830
No log	2.5366	208	1.3510	0.3268	1.3510	1.1623
No log	2.5610	210	1.5943	0.3121	1.5943	1.2627
No log	2.5854	212	1.5558	0.3137	1.5558	1.2473
No log	2.6098	214	1.3384	0.3338	1.3384	1.1569
No log	2.6341	216	1.3626	0.3378	1.3626	1.1673
No log	2.6585	218	1.7099	0.3070	1.7099	1.3076
No log	2.6829	220	2.0655	0.2591	2.0655	1.4372
No log	2.7073	222	1.8908	0.2632	1.8908	1.3751
No log	2.7317	224	1.4227	0.3338	1.4227	1.1928
No log	2.7561	226	1.1294	0.3690	1.1294	1.0627
No log	2.7805	228	1.0792	0.3947	1.0792	1.0388
No log	2.8049	230	1.2332	0.3474	1.2332	1.1105
No log	2.8293	232	1.2890	0.3515	1.2890	1.1353
No log	2.8537	234	1.4188	0.3674	1.4188	1.1911
No log	2.8780	236	1.5740	0.3369	1.5740	1.2546
No log	2.9024	238	1.6748	0.3272	1.6748	1.2941
No log	2.9268	240	1.4448	0.3337	1.4448	1.2020
No log	2.9512	242	1.1885	0.3673	1.1885	1.0902
No log	2.9756	244	1.0448	0.3932	1.0448	1.0221
No log	3.0	246	1.1060	0.3846	1.1060	1.0517
No log	3.0244	248	1.2853	0.3642	1.2853	1.1337
No log	3.0488	250	1.5079	0.3400	1.5079	1.2280
No log	3.0732	252	1.5734	0.3201	1.5734	1.2543
No log	3.0976	254	1.3392	0.3937	1.3392	1.1572
No log	3.1220	256	1.0517	0.4196	1.0517	1.0255
No log	3.1463	258	0.9998	0.4325	0.9998	0.9999
No log	3.1707	260	1.0219	0.4136	1.0219	1.0109
No log	3.1951	262	1.1858	0.3914	1.1858	1.0890
No log	3.2195	264	1.4991	0.3533	1.4991	1.2244
No log	3.2439	266	1.6050	0.3549	1.6050	1.2669
No log	3.2683	268	1.4504	0.3682	1.4504	1.2043
No log	3.2927	270	1.2354	0.4130	1.2354	1.1115
No log	3.3171	272	1.1023	0.4130	1.1023	1.0499
No log	3.3415	274	1.1001	0.4008	1.1001	1.0488
No log	3.3659	276	1.1780	0.4032	1.1780	1.0853
No log	3.3902	278	1.3152	0.3967	1.3152	1.1468
No log	3.4146	280	1.3999	0.3609	1.3999	1.1832
No log	3.4390	282	1.3547	0.3593	1.3547	1.1639
No log	3.4634	284	1.2188	0.395	1.2188	1.1040
No log	3.4878	286	1.1371	0.3903	1.1371	1.0663
No log	3.5122	288	0.9533	0.4100	0.9533	0.9764
No log	3.5366	290	0.8528	0.4234	0.8528	0.9235
No log	3.5610	292	0.8444	0.4419	0.8444	0.9189
No log	3.5854	294	0.8452	0.4474	0.8452	0.9193
No log	3.6098	296	0.9175	0.4028	0.9175	0.9579
No log	3.6341	298	1.1013	0.3823	1.1013	1.0494
No log	3.6585	300	1.3642	0.3882	1.3642	1.1680
No log	3.6829	302	1.4152	0.3850	1.4152	1.1896
No log	3.7073	304	1.2794	0.3777	1.2794	1.1311
No log	3.7317	306	1.1799	0.3836	1.1799	1.0862
No log	3.7561	308	1.2175	0.3711	1.2175	1.1034
No log	3.7805	310	1.2501	0.3847	1.2501	1.1181
No log	3.8049	312	1.2124	0.3796	1.2124	1.1011
No log	3.8293	314	1.1202	0.3834	1.1202	1.0584
No log	3.8537	316	1.1202	0.3745	1.1202	1.0584
No log	3.8780	318	1.0821	0.4018	1.0821	1.0402
No log	3.9024	320	1.1455	0.3945	1.1455	1.0703
No log	3.9268	322	1.2463	0.4001	1.2463	1.1164
No log	3.9512	324	1.3744	0.3960	1.3744	1.1723
No log	3.9756	326	1.2204	0.4209	1.2204	1.1047
No log	4.0	328	1.1036	0.4309	1.1036	1.0505
No log	4.0244	330	1.0705	0.4298	1.0705	1.0347
No log	4.0488	332	1.1609	0.4294	1.1609	1.0775
No log	4.0732	334	1.3762	0.3780	1.3762	1.1731
No log	4.0976	336	1.3610	0.3454	1.3610	1.1666
No log	4.1220	338	1.1474	0.3930	1.1474	1.0712
No log	4.1463	340	0.9681	0.4215	0.9681	0.9839
No log	4.1707	342	0.9631	0.3997	0.9631	0.9814
No log	4.1951	344	1.0680	0.4217	1.0680	1.0334
No log	4.2195	346	1.1919	0.4013	1.1919	1.0917
No log	4.2439	348	1.3673	0.3700	1.3673	1.1693
No log	4.2683	350	1.4921	0.3574	1.4921	1.2215
No log	4.2927	352	1.4053	0.3672	1.4053	1.1855
No log	4.3171	354	1.2170	0.4116	1.2170	1.1032
No log	4.3415	356	1.0997	0.4264	1.0997	1.0487
No log	4.3659	358	1.0603	0.4267	1.0603	1.0297
No log	4.3902	360	1.1506	0.4136	1.1506	1.0727
No log	4.4146	362	1.3157	0.4200	1.3157	1.1470
No log	4.4390	364	1.4698	0.3848	1.4698	1.2124
No log	4.4634	366	1.4398	0.4137	1.4398	1.1999
No log	4.4878	368	1.3865	0.3964	1.3865	1.1775
No log	4.5122	370	1.2536	0.4175	1.2536	1.1197
No log	4.5366	372	1.1647	0.4273	1.1647	1.0792
No log	4.5610	374	1.1328	0.4259	1.1328	1.0643
No log	4.5854	376	1.1393	0.4313	1.1393	1.0674
No log	4.6098	378	1.1593	0.4231	1.1593	1.0767
No log	4.6341	380	1.1395	0.4415	1.1395	1.0675
No log	4.6585	382	1.1910	0.4180	1.1910	1.0913
No log	4.6829	384	1.1534	0.4087	1.1534	1.0740
No log	4.7073	386	1.0845	0.4312	1.0845	1.0414
No log	4.7317	388	1.0690	0.4500	1.0690	1.0339
No log	4.7561	390	1.0265	0.4508	1.0265	1.0131
No log	4.7805	392	0.9771	0.4524	0.9771	0.9885
No log	4.8049	394	0.9690	0.4550	0.9690	0.9844
No log	4.8293	396	0.9965	0.4242	0.9965	0.9982
No log	4.8537	398	1.0431	0.4343	1.0431	1.0213
No log	4.8780	400	1.0898	0.4281	1.0898	1.0439
No log	4.9024	402	1.1894	0.4191	1.1894	1.0906
No log	4.9268	404	1.1964	0.4091	1.1964	1.0938
No log	4.9512	406	1.0991	0.4309	1.0991	1.0484
No log	4.9756	408	0.9370	0.4400	0.9370	0.9680
No log	5.0	410	0.8853	0.4726	0.8853	0.9409
No log	5.0244	412	0.9049	0.4469	0.9049	0.9512
No log	5.0488	414	0.9418	0.4708	0.9418	0.9704
No log	5.0732	416	0.9311	0.4611	0.9311	0.9650
No log	5.0976	418	0.9645	0.4427	0.9645	0.9821
No log	5.1220	420	1.0473	0.4200	1.0473	1.0234
No log	5.1463	422	1.0787	0.4200	1.0787	1.0386
No log	5.1707	424	1.0130	0.4377	1.0130	1.0065
No log	5.1951	426	0.9923	0.4442	0.9923	0.9962
No log	5.2195	428	1.0223	0.4329	1.0223	1.0111
No log	5.2439	430	1.0392	0.4376	1.0392	1.0194
No log	5.2683	432	1.0328	0.4426	1.0328	1.0163
No log	5.2927	434	1.0842	0.4171	1.0842	1.0412
No log	5.3171	436	1.1216	0.3999	1.1216	1.0590
No log	5.3415	438	1.1544	0.3533	1.1544	1.0744
No log	5.3659	440	1.1077	0.3873	1.1077	1.0525
No log	5.3902	442	1.0021	0.3957	1.0021	1.0010
No log	5.4146	444	0.9963	0.4130	0.9963	0.9981
No log	5.4390	446	1.0053	0.4268	1.0053	1.0026
No log	5.4634	448	1.0289	0.4072	1.0289	1.0143
No log	5.4878	450	1.0506	0.4239	1.0506	1.0250
No log	5.5122	452	1.0172	0.4164	1.0172	1.0085
No log	5.5366	454	1.0351	0.4235	1.0351	1.0174
No log	5.5610	456	1.0765	0.4375	1.0765	1.0375
No log	5.5854	458	1.1696	0.4354	1.1696	1.0815
No log	5.6098	460	1.2362	0.4229	1.2362	1.1118
No log	5.6341	462	1.3144	0.3966	1.3144	1.1465
No log	5.6585	464	1.3233	0.4005	1.3233	1.1503
No log	5.6829	466	1.2303	0.3940	1.2303	1.1092
No log	5.7073	468	1.1053	0.4339	1.1053	1.0513
No log	5.7317	470	1.0317	0.4477	1.0317	1.0157
No log	5.7561	472	1.0372	0.4315	1.0372	1.0184
No log	5.7805	474	1.0658	0.4462	1.0658	1.0324
No log	5.8049	476	1.0204	0.4568	1.0204	1.0101
No log	5.8293	478	0.9392	0.4324	0.9392	0.9691
No log	5.8537	480	0.9457	0.4459	0.9457	0.9724
No log	5.8780	482	1.0221	0.3921	1.0221	1.0110
No log	5.9024	484	1.1751	0.4045	1.1751	1.0840
No log	5.9268	486	1.2562	0.3895	1.2562	1.1208
No log	5.9512	488	1.2355	0.3994	1.2355	1.1115
No log	5.9756	490	1.1067	0.4013	1.1067	1.0520
No log	6.0	492	0.9978	0.4300	0.9978	0.9989
No log	6.0244	494	0.9856	0.4368	0.9856	0.9928
No log	6.0488	496	1.0437	0.4017	1.0437	1.0216
No log	6.0732	498	1.1842	0.4124	1.1842	1.0882
0.4376	6.0976	500	1.3849	0.3564	1.3849	1.1768
0.4376	6.1220	502	1.4870	0.3564	1.4870	1.2194
0.4376	6.1463	504	1.5108	0.3667	1.5108	1.2291
0.4376	6.1707	506	1.4516	0.3495	1.4516	1.2048
0.4376	6.1951	508	1.3650	0.3706	1.3650	1.1683
0.4376	6.2195	510	1.2450	0.3689	1.2450	1.1158
0.4376	6.2439	512	1.1033	0.4172	1.1033	1.0504
0.4376	6.2683	514	1.0708	0.4205	1.0708	1.0348
0.4376	6.2927	516	1.1359	0.3967	1.1359	1.0658
0.4376	6.3171	518	1.2692	0.3694	1.2692	1.1266
0.4376	6.3415	520	1.3429	0.3838	1.3429	1.1588
0.4376	6.3659	522	1.2886	0.3744	1.2886	1.1352
0.4376	6.3902	524	1.1641	0.3691	1.1641	1.0789
0.4376	6.4146	526	0.9918	0.4154	0.9918	0.9959
0.4376	6.4390	528	0.9152	0.4335	0.9152	0.9567
0.4376	6.4634	530	0.9047	0.4253	0.9047	0.9512
0.4376	6.4878	532	0.9595	0.4172	0.9595	0.9795
0.4376	6.5122	534	1.0011	0.4236	1.0011	1.0006
0.4376	6.5366	536	1.0419	0.4128	1.0419	1.0207
0.4376	6.5610	538	1.0673	0.4359	1.0673	1.0331
0.4376	6.5854	540	1.0212	0.4361	1.0212	1.0105
0.4376	6.6098	542	0.9348	0.4303	0.9348	0.9669
0.4376	6.6341	544	0.9058	0.4689	0.9058	0.9517
0.4376	6.6585	546	0.9272	0.4445	0.9272	0.9629
0.4376	6.6829	548	0.9745	0.4239	0.9745	0.9872
0.4376	6.7073	550	1.0764	0.4327	1.0764	1.0375
0.4376	6.7317	552	1.1500	0.4338	1.1500	1.0724
0.4376	6.7561	554	1.1291	0.4281	1.1291	1.0626
0.4376	6.7805	556	1.0325	0.4409	1.0325	1.0161
0.4376	6.8049	558	0.9271	0.4320	0.9271	0.9628
0.4376	6.8293	560	0.8972	0.4504	0.8972	0.9472
0.4376	6.8537	562	0.9286	0.4320	0.9286	0.9636
0.4376	6.8780	564	0.9344	0.4369	0.9344	0.9667
0.4376	6.9024	566	0.9135	0.4504	0.9135	0.9558
0.4376	6.9268	568	0.9547	0.4302	0.9547	0.9771
0.4376	6.9512	570	1.0308	0.4410	1.0308	1.0153
0.4376	6.9756	572	1.1108	0.4265	1.1108	1.0539
0.4376	7.0	574	1.1626	0.4104	1.1626	1.0782
0.4376	7.0244	576	1.1675	0.4144	1.1675	1.0805
0.4376	7.0488	578	1.0991	0.4180	1.0991	1.0484
0.4376	7.0732	580	1.0631	0.4432	1.0631	1.0311
0.4376	7.0976	582	1.0539	0.4330	1.0539	1.0266
0.4376	7.1220	584	1.0728	0.4455	1.0728	1.0358
0.4376	7.1463	586	1.1235	0.4417	1.1235	1.0599
0.4376	7.1707	588	1.1614	0.4377	1.1614	1.0777
0.4376	7.1951	590	1.1702	0.4377	1.1702	1.0818
0.4376	7.2195	592	1.1365	0.4393	1.1365	1.0661
0.4376	7.2439	594	1.0691	0.4496	1.0691	1.0340
0.4376	7.2683	596	1.0420	0.4453	1.0420	1.0208
0.4376	7.2927	598	1.0433	0.4494	1.0433	1.0214
0.4376	7.3171	600	1.0706	0.4433	1.0706	1.0347
0.4376	7.3415	602	1.1400	0.4498	1.1400	1.0677
0.4376	7.3659	604	1.1828	0.4096	1.1828	1.0876
0.4376	7.3902	606	1.1971	0.4279	1.1971	1.0941
0.4376	7.4146	608	1.1770	0.4265	1.1770	1.0849
0.4376	7.4390	610	1.1398	0.4084	1.1398	1.0676
0.4376	7.4634	612	1.0897	0.4161	1.0897	1.0439
0.4376	7.4878	614	1.0422	0.4298	1.0422	1.0209
0.4376	7.5122	616	1.0020	0.4423	1.0020	1.0010
0.4376	7.5366	618	1.0045	0.4423	1.0045	1.0022
0.4376	7.5610	620	1.0185	0.4422	1.0185	1.0092
0.4376	7.5854	622	1.0165	0.4298	1.0165	1.0082
0.4376	7.6098	624	1.0687	0.3995	1.0687	1.0338
0.4376	7.6341	626	1.0930	0.4172	1.0930	1.0455
0.4376	7.6585	628	1.0741	0.4039	1.0741	1.0364
0.4376	7.6829	630	1.0530	0.4221	1.0530	1.0262
0.4376	7.7073	632	1.0151	0.4422	1.0151	1.0075
0.4376	7.7317	634	0.9783	0.4348	0.9783	0.9891
0.4376	7.7561	636	0.9706	0.4438	0.9706	0.9852
0.4376	7.7805	638	0.9988	0.4438	0.9988	0.9994
0.4376	7.8049	640	1.0549	0.4547	1.0549	1.0271
0.4376	7.8293	642	1.1192	0.4268	1.1192	1.0579
0.4376	7.8537	644	1.2103	0.4362	1.2103	1.1002
0.4376	7.8780	646	1.3005	0.4315	1.3005	1.1404
0.4376	7.9024	648	1.4010	0.4049	1.4010	1.1836
0.4376	7.9268	650	1.4311	0.4104	1.4311	1.1963
0.4376	7.9512	652	1.4036	0.4051	1.4036	1.1847
0.4376	7.9756	654	1.3330	0.4225	1.3330	1.1546
0.4376	8.0	656	1.2503	0.4317	1.2503	1.1182
0.4376	8.0244	658	1.1951	0.4306	1.1951	1.0932
0.4376	8.0488	660	1.1484	0.4250	1.1484	1.0716
0.4376	8.0732	662	1.0869	0.4237	1.0869	1.0425
0.4376	8.0976	664	1.0665	0.4342	1.0665	1.0327
0.4376	8.1220	666	1.0612	0.4342	1.0612	1.0301
0.4376	8.1463	668	1.0636	0.4357	1.0636	1.0313
0.4376	8.1707	670	1.0557	0.4357	1.0557	1.0275
0.4376	8.1951	672	1.0755	0.4172	1.0755	1.0371
0.4376	8.2195	674	1.0956	0.4173	1.0956	1.0467
0.4376	8.2439	676	1.1021	0.4414	1.1021	1.0498
0.4376	8.2683	678	1.1141	0.4487	1.1141	1.0555
0.4376	8.2927	680	1.1288	0.4369	1.1288	1.0625
0.4376	8.3171	682	1.1489	0.4367	1.1489	1.0719
0.4376	8.3415	684	1.1595	0.4395	1.1595	1.0768
0.4376	8.3659	686	1.1630	0.4395	1.1630	1.0784
0.4376	8.3902	688	1.1512	0.4250	1.1512	1.0729
0.4376	8.4146	690	1.1784	0.4278	1.1784	1.0855
0.4376	8.4390	692	1.1789	0.4278	1.1789	1.0858
0.4376	8.4634	694	1.1491	0.4279	1.1491	1.0720
0.4376	8.4878	696	1.1076	0.4295	1.1076	1.0524
0.4376	8.5122	698	1.0696	0.4234	1.0696	1.0342
0.4376	8.5366	700	1.0203	0.4140	1.0203	1.0101
0.4376	8.5610	702	0.9661	0.4497	0.9661	0.9829
0.4376	8.5854	704	0.9469	0.4568	0.9469	0.9731
0.4376	8.6098	706	0.9559	0.4513	0.9559	0.9777
0.4376	8.6341	708	0.9550	0.4513	0.9550	0.9772
0.4376	8.6585	710	0.9776	0.4510	0.9776	0.9887
0.4376	8.6829	712	1.0243	0.4392	1.0243	1.0121
0.4376	8.7073	714	1.0639	0.4266	1.0639	1.0315
0.4376	8.7317	716	1.0969	0.4205	1.0969	1.0474
0.4376	8.7561	718	1.1160	0.4146	1.1160	1.0564
0.4376	8.7805	720	1.1538	0.4337	1.1538	1.0742
0.4376	8.8049	722	1.1902	0.4178	1.1902	1.0910
0.4376	8.8293	724	1.2108	0.4122	1.2108	1.1004
0.4376	8.8537	726	1.2098	0.4178	1.2098	1.0999
0.4376	8.8780	728	1.1977	0.4178	1.1977	1.0944
0.4376	8.9024	730	1.1846	0.4178	1.1846	1.0884
0.4376	8.9268	732	1.1553	0.4176	1.1553	1.0749
0.4376	8.9512	734	1.1377	0.4176	1.1377	1.0666
0.4376	8.9756	736	1.1370	0.4175	1.1370	1.0663
0.4376	9.0	738	1.1389	0.4175	1.1389	1.0672
0.4376	9.0244	740	1.1436	0.4176	1.1436	1.0694
0.4376	9.0488	742	1.1498	0.4192	1.1498	1.0723
0.4376	9.0732	744	1.1500	0.4192	1.1500	1.0724
0.4376	9.0976	746	1.1646	0.4134	1.1646	1.0792
0.4376	9.1220	748	1.1867	0.4178	1.1867	1.0893
0.4376	9.1463	750	1.1901	0.4178	1.1901	1.0909
0.4376	9.1707	752	1.1822	0.4136	1.1822	1.0873
0.4376	9.1951	754	1.1742	0.4136	1.1742	1.0836
0.4376	9.2195	756	1.1625	0.4074	1.1625	1.0782
0.4376	9.2439	758	1.1441	0.4074	1.1441	1.0696
0.4376	9.2683	760	1.1349	0.4008	1.1349	1.0653
0.4376	9.2927	762	1.1317	0.4032	1.1317	1.0638
0.4376	9.3171	764	1.1387	0.4034	1.1387	1.0671
0.4376	9.3415	766	1.1455	0.3994	1.1455	1.0703
0.4376	9.3659	768	1.1497	0.3994	1.1497	1.0722
0.4376	9.3902	770	1.1499	0.3994	1.1499	1.0724
0.4376	9.4146	772	1.1514	0.3994	1.1514	1.0730
0.4376	9.4390	774	1.1419	0.3994	1.1419	1.0686
0.4376	9.4634	776	1.1340	0.3994	1.1340	1.0649
0.4376	9.4878	778	1.1360	0.3994	1.1360	1.0659
0.4376	9.5122	780	1.1391	0.3994	1.1391	1.0673
0.4376	9.5366	782	1.1306	0.3994	1.1306	1.0633
0.4376	9.5610	784	1.1156	0.4032	1.1156	1.0562
0.4376	9.5854	786	1.0959	0.4032	1.0959	1.0469
0.4376	9.6098	788	1.0829	0.4156	1.0829	1.0406
0.4376	9.6341	790	1.0731	0.4004	1.0731	1.0359
0.4376	9.6585	792	1.0625	0.4062	1.0625	1.0308
0.4376	9.6829	794	1.0564	0.4062	1.0564	1.0278
0.4376	9.7073	796	1.0590	0.3982	1.0590	1.0291
0.4376	9.7317	798	1.0677	0.3965	1.0677	1.0333
0.4376	9.7561	800	1.0788	0.4032	1.0788	1.0387
0.4376	9.7805	802	1.0862	0.4032	1.0862	1.0422
0.4376	9.8049	804	1.0952	0.4032	1.0952	1.0465
0.4376	9.8293	806	1.1042	0.4032	1.1042	1.0508
0.4376	9.8537	808	1.1089	0.4032	1.1089	1.0530
0.4376	9.8780	810	1.1133	0.4032	1.1133	1.0551
0.4376	9.9024	812	1.1151	0.4032	1.1151	1.0560
0.4376	9.9268	814	1.1168	0.4032	1.1168	1.0568
0.4376	9.9512	816	1.1184	0.4032	1.1184	1.0575
0.4376	9.9756	818	1.1187	0.4032	1.1187	1.0577
0.4376	10.0	820	1.1188	0.4032	1.1188	1.0577

Framework versions

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