Arabic_FineTuningAraBERT_AugV4_k3_task3_organization_fold0

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: 1.2181
• Qwk: 0.0128
• Mse: 1.2181
• Rmse: 1.1037

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	0.0247	2	4.3960	-0.0072	4.3960	2.0967
No log	0.0494	4	2.3417	-0.0722	2.3417	1.5303
No log	0.0741	6	1.1361	0.0320	1.1361	1.0659
No log	0.0988	8	0.9285	-0.1786	0.9285	0.9636
No log	0.1235	10	1.0299	0.0351	1.0299	1.0148
No log	0.1481	12	1.1548	0.0222	1.1548	1.0746
No log	0.1728	14	0.9601	-0.0185	0.9601	0.9798
No log	0.1975	16	0.9692	-0.1786	0.9692	0.9845
No log	0.2222	18	0.9289	0.0	0.9289	0.9638
No log	0.2469	20	0.8552	0.0	0.8552	0.9248
No log	0.2716	22	0.9645	-0.0936	0.9645	0.9821
No log	0.2963	24	0.9317	0.3889	0.9317	0.9652
No log	0.3210	26	0.8401	0.0	0.8401	0.9165
No log	0.3457	28	0.8244	0.0	0.8244	0.9080
No log	0.3704	30	0.8620	-0.0185	0.8620	0.9284
No log	0.3951	32	0.9979	0.1444	0.9979	0.9990
No log	0.4198	34	0.9002	-0.0342	0.9002	0.9488
No log	0.4444	36	0.8466	-0.0342	0.8466	0.9201
No log	0.4691	38	0.8932	-0.0342	0.8932	0.9451
No log	0.4938	40	1.0175	0.1444	1.0175	1.0087
No log	0.5185	42	0.8535	-0.0342	0.8535	0.9239
No log	0.5432	44	0.8486	-0.0342	0.8486	0.9212
No log	0.5679	46	0.8946	-0.0342	0.8946	0.9458
No log	0.5926	48	0.8238	-0.0185	0.8238	0.9076
No log	0.6173	50	0.8067	0.0	0.8067	0.8982
No log	0.6420	52	0.8398	-0.0342	0.8398	0.9164
No log	0.6667	54	0.9585	0.2361	0.9585	0.9790
No log	0.6914	56	0.8312	-0.0342	0.8312	0.9117
No log	0.7160	58	0.8056	-0.0342	0.8056	0.8975
No log	0.7407	60	0.8521	-0.0342	0.8521	0.9231
No log	0.7654	62	0.9961	0.2092	0.9961	0.9981
No log	0.7901	64	1.1976	0.1270	1.1976	1.0943
No log	0.8148	66	1.2110	0.1270	1.2110	1.1005
No log	0.8395	68	1.0068	0.2667	1.0068	1.0034
No log	0.8642	70	0.8634	0.2361	0.8634	0.9292
No log	0.8889	72	0.8753	0.2092	0.8753	0.9356
No log	0.9136	74	0.9454	0.2092	0.9454	0.9723
No log	0.9383	76	0.8314	-0.0694	0.8314	0.9118
No log	0.9630	78	0.6962	0.1538	0.6962	0.8344
No log	0.9877	80	0.7173	0.1037	0.7173	0.8470
No log	1.0123	82	0.6693	0.1538	0.6693	0.8181
No log	1.0370	84	0.6771	0.1538	0.6771	0.8229
No log	1.0617	86	0.8760	0.2092	0.8760	0.9359
No log	1.0864	88	1.1085	0.1637	1.1085	1.0528
No log	1.1111	90	0.9696	0.2667	0.9696	0.9847
No log	1.1358	92	0.6890	0.1270	0.6890	0.8301
No log	1.1605	94	0.7006	0.1270	0.7006	0.8370
No log	1.1852	96	0.7333	0.1270	0.7333	0.8563
No log	1.2099	98	0.8028	0.1037	0.8028	0.8960
No log	1.2346	100	0.7563	0.1538	0.7563	0.8696
No log	1.2593	102	0.7444	0.1538	0.7444	0.8628
No log	1.2840	104	0.8053	0.1037	0.8053	0.8974
No log	1.3086	106	0.8464	0.1037	0.8464	0.9200
No log	1.3333	108	0.9511	-0.0694	0.9511	0.9752
No log	1.3580	110	1.0941	0.2092	1.0941	1.0460
No log	1.3827	112	0.9086	0.1037	0.9086	0.9532
No log	1.4074	114	0.7876	-0.0342	0.7876	0.8875
No log	1.4321	116	0.7825	-0.0342	0.7825	0.8846
No log	1.4568	118	0.8508	0.1270	0.8508	0.9224
No log	1.4815	120	0.8866	0.1037	0.8866	0.9416
No log	1.5062	122	0.8913	0.1270	0.8913	0.9441
No log	1.5309	124	0.8346	0.1270	0.8346	0.9135
No log	1.5556	126	0.8311	0.1538	0.8311	0.9117
No log	1.5802	128	0.8203	0.1538	0.8203	0.9057
No log	1.6049	130	0.8964	0.1037	0.8964	0.9468
No log	1.6296	132	0.9640	0.2092	0.9640	0.9818
No log	1.6543	134	0.8512	0.1270	0.8512	0.9226
No log	1.6790	136	0.8112	0.2878	0.8112	0.9007
No log	1.7037	138	0.8746	-0.0342	0.8746	0.9352
No log	1.7284	140	1.0295	0.0833	1.0295	1.0146
No log	1.7531	142	0.8955	-0.0694	0.8955	0.9463
No log	1.7778	144	0.7603	0.1538	0.7603	0.8719
No log	1.8025	146	0.7748	0.3636	0.7748	0.8803
No log	1.8272	148	0.7563	0.3636	0.7563	0.8697
No log	1.8519	150	0.8184	-0.0593	0.8184	0.9046
No log	1.8765	152	0.8962	-0.0593	0.8962	0.9467
No log	1.9012	154	0.8837	-0.0593	0.8837	0.9400
No log	1.9259	156	0.8394	-0.0593	0.8394	0.9162
No log	1.9506	158	0.8007	-0.0476	0.8007	0.8948
No log	1.9753	160	0.7874	0.1538	0.7874	0.8873
No log	2.0	162	0.7703	0.1538	0.7703	0.8776
No log	2.0247	164	0.7865	0.1538	0.7865	0.8868
No log	2.0494	166	0.8443	-0.0593	0.8443	0.9189
No log	2.0741	168	0.9205	-0.0694	0.9205	0.9595
No log	2.0988	170	0.8419	0.1538	0.8419	0.9176
No log	2.1235	172	0.7967	0.3231	0.7967	0.8926
No log	2.1481	174	0.7849	0.3231	0.7849	0.8860
No log	2.1728	176	0.8039	0.1538	0.8039	0.8966
No log	2.1975	178	0.8168	-0.0476	0.8168	0.9038
No log	2.2222	180	0.7995	-0.0476	0.7995	0.8941
No log	2.2469	182	0.7678	0.1538	0.7678	0.8763
No log	2.2716	184	0.7592	0.1538	0.7592	0.8713
No log	2.2963	186	0.7440	0.1538	0.7440	0.8625
No log	2.3210	188	0.7917	-0.0593	0.7917	0.8898
No log	2.3457	190	1.1539	0.1852	1.1539	1.0742
No log	2.3704	192	1.2213	0.2924	1.2213	1.1051
No log	2.3951	194	0.8934	0.2361	0.8934	0.9452
No log	2.4198	196	0.7324	0.1538	0.7324	0.8558
No log	2.4444	198	0.8021	0.2361	0.8021	0.8956
No log	2.4691	200	0.8903	0.2361	0.8903	0.9436
No log	2.4938	202	0.8406	0.2361	0.8406	0.9168
No log	2.5185	204	0.8508	0.2361	0.8508	0.9224
No log	2.5432	206	0.7925	-0.0593	0.7925	0.8903
No log	2.5679	208	0.7284	0.1538	0.7284	0.8535
No log	2.5926	210	0.7292	0.1538	0.7292	0.8539
No log	2.6173	212	0.7626	0.3231	0.7626	0.8733
No log	2.6420	214	0.7739	-0.0476	0.7739	0.8797
No log	2.6667	216	0.9015	-0.0593	0.9015	0.9495
No log	2.6914	218	0.9365	-0.0593	0.9365	0.9677
No log	2.7160	220	0.9026	0.1295	0.9026	0.9501
No log	2.7407	222	0.9552	0.2840	0.9552	0.9773
No log	2.7654	224	0.9855	0.1081	0.9855	0.9927
No log	2.7901	226	1.0588	-0.0694	1.0588	1.0290
No log	2.8148	228	1.0203	-0.0694	1.0203	1.0101
No log	2.8395	230	1.0050	-0.0694	1.0050	1.0025
No log	2.8642	232	0.9370	0.1081	0.9370	0.9680
No log	2.8889	234	0.9158	0.1295	0.9158	0.9570
No log	2.9136	236	0.9162	0.3077	0.9162	0.9572
No log	2.9383	238	0.9405	0.1538	0.9405	0.9698
No log	2.9630	240	0.9327	0.1538	0.9327	0.9658
No log	2.9877	242	0.9655	0.1538	0.9655	0.9826
No log	3.0123	244	1.0825	0.1734	1.0825	1.0404
No log	3.0370	246	1.0008	0.2747	1.0008	1.0004
No log	3.0617	248	0.9477	0.1081	0.9477	0.9735
No log	3.0864	250	1.0782	0.2092	1.0782	1.0384
No log	3.1111	252	0.9980	0.2092	0.9980	0.9990
No log	3.1358	254	0.8562	0.1081	0.8562	0.9253
No log	3.1605	256	0.9706	0.1734	0.9706	0.9852
No log	3.1852	258	0.9684	0.1734	0.9684	0.9841
No log	3.2099	260	0.8385	0.3231	0.8385	0.9157
No log	3.2346	262	0.8935	-0.0694	0.8935	0.9453
No log	3.2593	264	0.8689	-0.0593	0.8689	0.9322
No log	3.2840	266	0.8048	0.1295	0.8048	0.8971
No log	3.3086	268	0.8697	0.1791	0.8697	0.9326
No log	3.3333	270	1.1246	-0.0565	1.1246	1.0605
No log	3.3580	272	1.1504	-0.0565	1.1504	1.0726
No log	3.3827	274	0.9697	0.3265	0.9697	0.9848
No log	3.4074	276	0.8916	0.3231	0.8916	0.9443
No log	3.4321	278	0.9172	-0.0593	0.9172	0.9577
No log	3.4568	280	0.8893	-0.0593	0.8893	0.9430
No log	3.4815	282	0.8808	0.3231	0.8808	0.9385
No log	3.5062	284	0.9161	0.1769	0.9161	0.9571
No log	3.5309	286	0.8656	0.3231	0.8656	0.9304
No log	3.5556	288	0.8808	0.1538	0.8808	0.9385
No log	3.5802	290	0.9100	-0.0593	0.9100	0.9539
No log	3.6049	292	0.8804	0.1538	0.8804	0.9383
No log	3.6296	294	0.8761	0.1538	0.8761	0.9360
No log	3.6543	296	0.8761	0.1538	0.8761	0.9360
No log	3.6790	298	0.8912	0.1538	0.8912	0.9441
No log	3.7037	300	0.8880	0.1538	0.8880	0.9423
No log	3.7284	302	0.8880	0.3231	0.8880	0.9424
No log	3.7531	304	0.8797	0.3231	0.8797	0.9379
No log	3.7778	306	0.8811	-0.0476	0.8811	0.9387
No log	3.8025	308	0.8666	0.3231	0.8666	0.9309
No log	3.8272	310	0.8522	0.3231	0.8522	0.9232
No log	3.8519	312	0.8363	0.3231	0.8363	0.9145
No log	3.8765	314	0.8474	0.3077	0.8474	0.9205
No log	3.9012	316	0.8653	0.1538	0.8653	0.9302
No log	3.9259	318	0.9279	0.2747	0.9279	0.9633
No log	3.9506	320	0.9306	0.2747	0.9306	0.9647
No log	3.9753	322	0.9109	0.3077	0.9109	0.9544
No log	4.0	324	0.9168	0.3077	0.9168	0.9575
No log	4.0247	326	0.9241	0.3077	0.9241	0.9613
No log	4.0494	328	0.9436	0.4359	0.9436	0.9714
No log	4.0741	330	0.9720	0.2840	0.9720	0.9859
No log	4.0988	332	0.9245	0.3077	0.9245	0.9615
No log	4.1235	334	0.9079	0.1538	0.9079	0.9528
No log	4.1481	336	0.8925	0.1538	0.8925	0.9447
No log	4.1728	338	0.8781	0.3077	0.8781	0.9371
No log	4.1975	340	0.8807	0.3077	0.8807	0.9385
No log	4.2222	342	0.8629	0.3077	0.8629	0.9289
No log	4.2469	344	0.8682	0.3077	0.8682	0.9318
No log	4.2716	346	0.8771	0.3077	0.8771	0.9365
No log	4.2963	348	0.8911	0.3077	0.8911	0.9440
No log	4.3210	350	0.8915	0.3077	0.8915	0.9442
No log	4.3457	352	0.9127	0.3077	0.9127	0.9554
No log	4.3704	354	0.9438	0.4359	0.9438	0.9715
No log	4.3951	356	0.9062	0.3077	0.9062	0.9520
No log	4.4198	358	0.8933	0.3077	0.8933	0.9451
No log	4.4444	360	0.8927	0.3077	0.8927	0.9449
No log	4.4691	362	0.9062	0.4359	0.9062	0.9520
No log	4.4938	364	0.9340	0.1750	0.9340	0.9664
No log	4.5185	366	0.9071	0.2840	0.9071	0.9524
No log	4.5432	368	0.8658	0.3077	0.8658	0.9305
No log	4.5679	370	0.9001	-0.0405	0.9001	0.9487
No log	4.5926	372	0.9051	-0.0405	0.9051	0.9514
No log	4.6173	374	0.8755	0.3077	0.8755	0.9357
No log	4.6420	376	0.9282	0.4359	0.9282	0.9634
No log	4.6667	378	0.9485	0.3265	0.9485	0.9739
No log	4.6914	380	0.9411	0.3265	0.9411	0.9701
No log	4.7160	382	0.9442	0.2840	0.9442	0.9717
No log	4.7407	384	0.9633	0.2840	0.9633	0.9815
No log	4.7654	386	1.0023	0.2840	1.0023	1.0012
No log	4.7901	388	1.0885	0.1734	1.0885	1.0433
No log	4.8148	390	1.1104	0.1734	1.1104	1.0538
No log	4.8395	392	1.1037	0.1734	1.1037	1.0506
No log	4.8642	394	1.0566	0.2840	1.0566	1.0279
No log	4.8889	396	1.0282	0.2840	1.0282	1.0140
No log	4.9136	398	1.0061	0.1750	1.0061	1.0031
No log	4.9383	400	0.9694	0.1538	0.9694	0.9846
No log	4.9630	402	0.9530	0.1538	0.9530	0.9762
No log	4.9877	404	0.9321	0.1538	0.9321	0.9654
No log	5.0123	406	0.9245	0.1538	0.9245	0.9615
No log	5.0370	408	0.9377	0.1538	0.9377	0.9683
No log	5.0617	410	1.0046	0.2747	1.0046	1.0023
No log	5.0864	412	1.0687	0.1734	1.0687	1.0338
No log	5.1111	414	1.0419	0.2747	1.0419	1.0207
No log	5.1358	416	1.0082	0.1538	1.0082	1.0041
No log	5.1605	418	1.0117	-0.1579	1.0117	1.0058
No log	5.1852	420	1.0265	0.1538	1.0265	1.0132
No log	5.2099	422	1.0795	0.2747	1.0795	1.0390
No log	5.2346	424	1.1154	0.2747	1.1154	1.0561
No log	5.2593	426	1.1061	0.2747	1.1061	1.0517
No log	5.2840	428	1.1004	0.2747	1.1004	1.0490
No log	5.3086	430	1.0753	0.2840	1.0753	1.0370
No log	5.3333	432	1.0571	0.1538	1.0571	1.0282
No log	5.3580	434	1.0422	0.0	1.0422	1.0209
No log	5.3827	436	1.0495	0.0	1.0495	1.0245
No log	5.4074	438	1.0726	0.1538	1.0726	1.0357
No log	5.4321	440	1.1859	0.1734	1.1859	1.0890
No log	5.4568	442	1.2738	0.1734	1.2738	1.1286
No log	5.4815	444	1.2410	0.1734	1.2410	1.1140
No log	5.5062	446	1.1863	0.2747	1.1863	1.0892
No log	5.5309	448	1.1301	0.0112	1.1301	1.0630
No log	5.5556	450	1.1036	-0.1333	1.1036	1.0505
No log	5.5802	452	1.0973	-0.1333	1.0973	1.0475
No log	5.6049	454	1.1763	0.1538	1.1763	1.0846
No log	5.6296	456	1.2398	0.2747	1.2398	1.1134
No log	5.6543	458	1.2214	0.2747	1.2214	1.1052
No log	5.6790	460	1.1595	0.1538	1.1595	1.0768
No log	5.7037	462	1.1051	-0.1333	1.1051	1.0513
No log	5.7284	464	1.0788	-0.1333	1.0788	1.0387
No log	5.7531	466	1.0838	0.0128	1.0838	1.0411
No log	5.7778	468	1.1187	0.1538	1.1187	1.0577
No log	5.8025	470	1.1421	0.1538	1.1421	1.0687
No log	5.8272	472	1.1944	0.1538	1.1944	1.0929
No log	5.8519	474	1.2612	0.2747	1.2612	1.1230
No log	5.8765	476	1.2832	0.2747	1.2832	1.1328
No log	5.9012	478	1.2297	0.2747	1.2297	1.1089
No log	5.9259	480	1.1818	0.1538	1.1818	1.0871
No log	5.9506	482	1.1645	-0.1333	1.1645	1.0791
No log	5.9753	484	1.1532	-0.1333	1.1532	1.0739
No log	6.0	486	1.1523	0.1538	1.1523	1.0734
No log	6.0247	488	1.1778	0.1734	1.1778	1.0852
No log	6.0494	490	1.2135	0.1734	1.2135	1.1016
No log	6.0741	492	1.2008	0.1734	1.2008	1.0958
No log	6.0988	494	1.1439	0.0375	1.1439	1.0695
No log	6.1235	496	1.1058	0.0128	1.1058	1.0515
No log	6.1481	498	1.0942	0.0128	1.0942	1.0460
0.2855	6.1728	500	1.0990	0.0128	1.0990	1.0483
0.2855	6.1975	502	1.1167	0.0128	1.1167	1.0567
0.2855	6.2222	504	1.1438	0.1538	1.1438	1.0695
0.2855	6.2469	506	1.1961	0.1538	1.1961	1.0936
0.2855	6.2716	508	1.2529	0.1538	1.2529	1.1193
0.2855	6.2963	510	1.2496	0.1538	1.2496	1.1178
0.2855	6.3210	512	1.2245	0.1538	1.2245	1.1066
0.2855	6.3457	514	1.2276	0.1538	1.2276	1.1080
0.2855	6.3704	516	1.2488	0.1538	1.2488	1.1175
0.2855	6.3951	518	1.2722	0.1538	1.2722	1.1279
0.2855	6.4198	520	1.2586	0.1538	1.2586	1.1219
0.2855	6.4444	522	1.2645	0.1538	1.2645	1.1245
0.2855	6.4691	524	1.2970	0.1734	1.2970	1.1389
0.2855	6.4938	526	1.2660	0.2747	1.2660	1.1252
0.2855	6.5185	528	1.2386	0.1538	1.2386	1.1129
0.2855	6.5432	530	1.1786	0.1538	1.1786	1.0856
0.2855	6.5679	532	1.1559	-0.1333	1.1559	1.0751
0.2855	6.5926	534	1.1504	-0.1333	1.1504	1.0726
0.2855	6.6173	536	1.1645	0.0128	1.1645	1.0791
0.2855	6.6420	538	1.1750	0.1538	1.1750	1.0840
0.2855	6.6667	540	1.1524	0.0128	1.1524	1.0735
0.2855	6.6914	542	1.1520	0.0128	1.1520	1.0733
0.2855	6.7160	544	1.1766	0.1538	1.1766	1.0847
0.2855	6.7407	546	1.2075	0.0375	1.2075	1.0989
0.2855	6.7654	548	1.1962	0.0375	1.1962	1.0937
0.2855	6.7901	550	1.1440	0.1538	1.1440	1.0696
0.2855	6.8148	552	1.0922	-0.1333	1.0922	1.0451
0.2855	6.8395	554	1.0891	-0.1892	1.0891	1.0436
0.2855	6.8642	556	1.1052	-0.0593	1.1052	1.0513
0.2855	6.8889	558	1.1018	-0.0593	1.1018	1.0497
0.2855	6.9136	560	1.0769	-0.1892	1.0769	1.0377
0.2855	6.9383	562	1.0833	-0.1379	1.0833	1.0408
0.2855	6.9630	564	1.1400	0.0375	1.1400	1.0677
0.2855	6.9877	566	1.2096	0.1734	1.2096	1.0998
0.2855	7.0123	568	1.2250	0.1734	1.2250	1.1068
0.2855	7.0370	570	1.1917	0.0375	1.1917	1.0917
0.2855	7.0617	572	1.1443	0.0128	1.1443	1.0697
0.2855	7.0864	574	1.1321	-0.1379	1.1321	1.0640
0.2855	7.1111	576	1.1486	-0.1379	1.1486	1.0717
0.2855	7.1358	578	1.1539	-0.1379	1.1539	1.0742
0.2855	7.1605	580	1.1523	-0.1379	1.1523	1.0734
0.2855	7.1852	582	1.1741	0.0128	1.1741	1.0835
0.2855	7.2099	584	1.2108	0.0128	1.2108	1.1004
0.2855	7.2346	586	1.2707	0.1734	1.2707	1.1272
0.2855	7.2593	588	1.3068	0.1734	1.3068	1.1432
0.2855	7.2840	590	1.3092	0.1734	1.3092	1.1442
0.2855	7.3086	592	1.2829	0.1734	1.2829	1.1327
0.2855	7.3333	594	1.2450	0.1538	1.2450	1.1158
0.2855	7.3580	596	1.2112	0.0128	1.2112	1.1005
0.2855	7.3827	598	1.2079	-0.1333	1.2079	1.0990
0.2855	7.4074	600	1.2106	-0.1333	1.2106	1.1003
0.2855	7.4321	602	1.2240	0.0128	1.2240	1.1063
0.2855	7.4568	604	1.2588	0.0128	1.2588	1.1219
0.2855	7.4815	606	1.2803	0.1538	1.2803	1.1315
0.2855	7.5062	608	1.3158	0.2747	1.3158	1.1471
0.2855	7.5309	610	1.3207	0.1734	1.3207	1.1492
0.2855	7.5556	612	1.2898	0.1538	1.2898	1.1357
0.2855	7.5802	614	1.2604	0.0128	1.2604	1.1227
0.2855	7.6049	616	1.2495	0.0128	1.2495	1.1178
0.2855	7.6296	618	1.2366	0.0128	1.2366	1.1120
0.2855	7.6543	620	1.2416	0.0128	1.2416	1.1143
0.2855	7.6790	622	1.2568	0.0128	1.2568	1.1211
0.2855	7.7037	624	1.2566	0.0128	1.2566	1.1210
0.2855	7.7284	626	1.2678	0.0128	1.2678	1.1260
0.2855	7.7531	628	1.3047	0.0128	1.3047	1.1422
0.2855	7.7778	630	1.3534	0.2747	1.3534	1.1633
0.2855	7.8025	632	1.3815	0.2747	1.3815	1.1754
0.2855	7.8272	634	1.3843	0.1734	1.3843	1.1766
0.2855	7.8519	636	1.3410	0.2747	1.3410	1.1580
0.2855	7.8765	638	1.2823	0.2747	1.2823	1.1324
0.2855	7.9012	640	1.2208	0.0128	1.2208	1.1049
0.2855	7.9259	642	1.1780	0.0128	1.1780	1.0853
0.2855	7.9506	644	1.1467	0.0128	1.1467	1.0708
0.2855	7.9753	646	1.1135	0.0	1.1135	1.0552
0.2855	8.0	648	1.0844	-0.1579	1.0844	1.0413
0.2855	8.0247	650	1.0654	-0.1579	1.0654	1.0322
0.2855	8.0494	652	1.0544	0.0	1.0544	1.0268
0.2855	8.0741	654	1.0540	0.0	1.0540	1.0266
0.2855	8.0988	656	1.0733	0.0375	1.0733	1.0360
0.2855	8.1235	658	1.0871	0.0375	1.0871	1.0427
0.2855	8.1481	660	1.0887	0.0375	1.0887	1.0434
0.2855	8.1728	662	1.0828	-0.1224	1.0828	1.0406
0.2855	8.1975	664	1.0759	0.0	1.0759	1.0373
0.2855	8.2222	666	1.0851	0.0	1.0851	1.0417
0.2855	8.2469	668	1.0903	0.0	1.0903	1.0442
0.2855	8.2716	670	1.0931	0.0	1.0931	1.0455
0.2855	8.2963	672	1.1035	-0.1579	1.1035	1.0505
0.2855	8.3210	674	1.1125	-0.1579	1.1125	1.0548
0.2855	8.3457	676	1.1201	-0.1579	1.1201	1.0583
0.2855	8.3704	678	1.1248	-0.1579	1.1248	1.0606
0.2855	8.3951	680	1.1311	0.0128	1.1311	1.0635
0.2855	8.4198	682	1.1359	0.0128	1.1359	1.0658
0.2855	8.4444	684	1.1452	0.0128	1.1452	1.0702
0.2855	8.4691	686	1.1558	0.0128	1.1558	1.0751
0.2855	8.4938	688	1.1628	0.0128	1.1628	1.0783
0.2855	8.5185	690	1.1678	0.0128	1.1678	1.0806
0.2855	8.5432	692	1.1732	0.0128	1.1732	1.0832
0.2855	8.5679	694	1.1649	-0.1333	1.1649	1.0793
0.2855	8.5926	696	1.1593	-0.1579	1.1593	1.0767
0.2855	8.6173	698	1.1531	-0.1579	1.1531	1.0738
0.2855	8.6420	700	1.1476	-0.1579	1.1476	1.0712
0.2855	8.6667	702	1.1496	0.0128	1.1496	1.0722
0.2855	8.6914	704	1.1567	0.0128	1.1567	1.0755
0.2855	8.7160	706	1.1670	0.0128	1.1670	1.0803
0.2855	8.7407	708	1.1714	0.0128	1.1714	1.0823
0.2855	8.7654	710	1.1774	0.0128	1.1774	1.0851
0.2855	8.7901	712	1.1875	0.0128	1.1875	1.0897
0.2855	8.8148	714	1.1916	0.0128	1.1916	1.0916
0.2855	8.8395	716	1.1879	0.0128	1.1879	1.0899
0.2855	8.8642	718	1.1868	0.0128	1.1868	1.0894
0.2855	8.8889	720	1.1850	0.0128	1.1850	1.0886
0.2855	8.9136	722	1.1880	0.0128	1.1880	1.0900
0.2855	8.9383	724	1.1915	0.0128	1.1915	1.0916
0.2855	8.9630	726	1.1946	0.0128	1.1946	1.0930
0.2855	8.9877	728	1.1972	0.0128	1.1972	1.0942
0.2855	9.0123	730	1.2057	0.0128	1.2057	1.0980
0.2855	9.0370	732	1.2135	0.0128	1.2135	1.1016
0.2855	9.0617	734	1.2107	0.0128	1.2107	1.1003
0.2855	9.0864	736	1.2101	0.0128	1.2101	1.1001
0.2855	9.1111	738	1.2167	0.0128	1.2167	1.1030
0.2855	9.1358	740	1.2290	0.0128	1.2290	1.1086
0.2855	9.1605	742	1.2447	0.0128	1.2447	1.1157
0.2855	9.1852	744	1.2554	0.0128	1.2554	1.1204
0.2855	9.2099	746	1.2539	0.0128	1.2539	1.1198
0.2855	9.2346	748	1.2438	0.0128	1.2438	1.1153
0.2855	9.2593	750	1.2320	0.0128	1.2320	1.1100
0.2855	9.2840	752	1.2232	0.0128	1.2232	1.1060
0.2855	9.3086	754	1.2159	0.0128	1.2159	1.1027
0.2855	9.3333	756	1.2125	0.0128	1.2125	1.1011
0.2855	9.3580	758	1.2121	0.0128	1.2121	1.1010
0.2855	9.3827	760	1.2137	0.0128	1.2137	1.1017
0.2855	9.4074	762	1.2155	0.0128	1.2155	1.1025
0.2855	9.4321	764	1.2176	0.0128	1.2176	1.1035
0.2855	9.4568	766	1.2159	0.0128	1.2159	1.1027
0.2855	9.4815	768	1.2142	0.0128	1.2142	1.1019
0.2855	9.5062	770	1.2087	0.0128	1.2087	1.0994
0.2855	9.5309	772	1.2041	0.0128	1.2041	1.0973
0.2855	9.5556	774	1.2021	0.0128	1.2021	1.0964
0.2855	9.5802	776	1.1990	0.0128	1.1990	1.0950
0.2855	9.6049	778	1.1967	0.0128	1.1967	1.0939
0.2855	9.6296	780	1.1971	0.0128	1.1971	1.0941
0.2855	9.6543	782	1.1965	0.0128	1.1965	1.0939
0.2855	9.6790	784	1.1969	0.0128	1.1969	1.0940
0.2855	9.7037	786	1.2007	0.0128	1.2007	1.0957
0.2855	9.7284	788	1.2058	0.0128	1.2058	1.0981
0.2855	9.7531	790	1.2103	0.0128	1.2103	1.1001
0.2855	9.7778	792	1.2130	0.0128	1.2130	1.1014
0.2855	9.8025	794	1.2127	0.0128	1.2127	1.1012
0.2855	9.8272	796	1.2119	0.0128	1.2119	1.1008
0.2855	9.8519	798	1.2130	0.0128	1.2130	1.1014
0.2855	9.8765	800	1.2147	0.0128	1.2147	1.1021
0.2855	9.9012	802	1.2158	0.0128	1.2158	1.1027
0.2855	9.9259	804	1.2170	0.0128	1.2170	1.1032
0.2855	9.9506	806	1.2180	0.0128	1.2180	1.1036
0.2855	9.9753	808	1.2181	0.0128	1.2181	1.1037
0.2855	10.0	810	1.2181	0.0128	1.2181	1.1037

Framework versions

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