Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask6_holistic

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: 12.9203
• Qwk: 0.6648
• Mse: 12.9203
• Rmse: 3.5945

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	0.0194	2	327.2292	-0.0033	327.2292	18.0895
No log	0.0388	4	306.4792	0.0046	306.4792	17.5065
No log	0.0583	6	286.6317	0.0003	286.6316	16.9302
No log	0.0777	8	270.1330	0.0063	270.1330	16.4357
No log	0.0971	10	253.4672	0.0030	253.4671	15.9207
No log	0.1165	12	239.6158	0.0073	239.6158	15.4795
No log	0.1359	14	226.8476	0.0055	226.8476	15.0615
No log	0.1553	16	221.7858	0.0079	221.7858	14.8925
No log	0.1748	18	216.9052	0.0059	216.9052	14.7277
No log	0.1942	20	198.5454	0.0031	198.5453	14.0906
No log	0.2136	22	190.6161	0.0064	190.6161	13.8064
No log	0.2330	24	189.0404	0.0053	189.0404	13.7492
No log	0.2524	26	180.4635	0.0067	180.4635	13.4337
No log	0.2718	28	170.8616	0.0010	170.8616	13.0714
No log	0.2913	30	166.9461	0.0043	166.9461	12.9208
No log	0.3107	32	162.7840	0.0091	162.7840	12.7587
No log	0.3301	34	157.1898	0.0070	157.1898	12.5375
No log	0.3495	36	151.7722	0.0033	151.7722	12.3196
No log	0.3689	38	148.4653	0.0007	148.4653	12.1846
No log	0.3883	40	145.7149	0.0007	145.7149	12.0712
No log	0.4078	42	140.2490	0.0139	140.2490	11.8427
No log	0.4272	44	137.3351	0.0066	137.3351	11.7190
No log	0.4466	46	141.2309	0.0049	141.2309	11.8841
No log	0.4660	48	132.4924	0.0014	132.4924	11.5105
No log	0.4854	50	130.6694	0.0	130.6694	11.4311
No log	0.5049	52	126.8415	0.0	126.8415	11.2624
No log	0.5243	54	130.9351	0.0008	130.9351	11.4427
No log	0.5437	56	123.2941	0.0	123.2941	11.1038
No log	0.5631	58	120.7524	0.0135	120.7524	10.9887
No log	0.5825	60	117.9806	0.0059	117.9806	10.8619
No log	0.6019	62	119.3001	0.0031	119.3001	10.9225
No log	0.6214	64	114.6690	0.0016	114.6690	10.7084
No log	0.6408	66	112.9103	0.0	112.9103	10.6259
No log	0.6602	68	111.5880	0.0	111.5880	10.5635
No log	0.6796	70	110.4093	0.0	110.4093	10.5076
No log	0.6990	72	108.5108	0.0	108.5108	10.4169
No log	0.7184	74	106.7997	0.0	106.7997	10.3344
No log	0.7379	76	104.7357	0.0	104.7357	10.2340
No log	0.7573	78	103.3097	0.0016	103.3097	10.1641
No log	0.7767	80	101.3222	0.0155	101.3222	10.0659
No log	0.7961	82	98.7514	0.0031	98.7514	9.9374
No log	0.8155	84	96.7001	0.0011	96.7001	9.8336
No log	0.8350	86	96.0572	0.0011	96.0571	9.8009
No log	0.8544	88	94.1164	0.0	94.1164	9.7014
No log	0.8738	90	91.1038	0.0	91.1038	9.5448
No log	0.8932	92	90.0978	0.0	90.0979	9.4920
No log	0.9126	94	89.4362	0.0	89.4362	9.4571
No log	0.9320	96	87.8962	0.0	87.8962	9.3753
No log	0.9515	98	86.6620	-0.0003	86.6620	9.3092
No log	0.9709	100	84.5552	0.0141	84.5552	9.1954
No log	0.9903	102	84.7107	0.0073	84.7106	9.2038
No log	1.0097	104	83.1180	0.0037	83.1180	9.1169
No log	1.0291	106	80.7959	0.0	80.7959	8.9887
No log	1.0485	108	79.5059	0.0	79.5059	8.9166
No log	1.0680	110	78.6432	0.0	78.6432	8.8681
No log	1.0874	112	78.7253	0.0	78.7253	8.8727
No log	1.1068	114	76.6173	0.0	76.6173	8.7531
No log	1.1262	116	75.7406	0.0	75.7406	8.7029
No log	1.1456	118	74.7327	0.0	74.7327	8.6448
No log	1.1650	120	74.7362	0.0	74.7362	8.6450
No log	1.1845	122	73.7234	0.0	73.7234	8.5862
No log	1.2039	124	72.2598	0.0	72.2598	8.5006
No log	1.2233	126	71.7205	0.0	71.7205	8.4688
No log	1.2427	128	70.6897	0.0188	70.6897	8.4077
No log	1.2621	130	70.2728	0.0045	70.2728	8.3829
No log	1.2816	132	68.9914	0.0029	68.9914	8.3061
No log	1.3010	134	68.0342	0.0029	68.0342	8.2483
No log	1.3204	136	67.2405	0.0	67.2405	8.2000
No log	1.3398	138	66.4748	0.0	66.4748	8.1532
No log	1.3592	140	65.7117	0.0	65.7117	8.1063
No log	1.3786	142	65.2171	0.0	65.2171	8.0757
No log	1.3981	144	64.6083	0.0	64.6083	8.0379
No log	1.4175	146	64.6343	0.0	64.6343	8.0395
No log	1.4369	148	63.8970	0.0	63.8970	7.9936
No log	1.4563	150	63.5409	0.0017	63.5409	7.9713
No log	1.4757	152	62.7078	0.0017	62.7078	7.9188
No log	1.4951	154	62.1076	0.0	62.1076	7.8808
No log	1.5146	156	61.6365	0.0	61.6365	7.8509
No log	1.5340	158	60.8439	0.0	60.8439	7.8003
No log	1.5534	160	60.2769	0.0	60.2769	7.7638
No log	1.5728	162	60.1153	0.0	60.1153	7.7534
No log	1.5922	164	59.2733	0.0	59.2733	7.6989
No log	1.6117	166	59.1546	0.0	59.1546	7.6912
No log	1.6311	168	58.4953	0.0353	58.4953	7.6482
No log	1.6505	170	57.8727	0.0340	57.8727	7.6074
No log	1.6699	172	57.4001	0.0258	57.4001	7.5763
No log	1.6893	174	56.9882	0.0243	56.9882	7.5491
No log	1.7087	176	56.5447	0.0206	56.5447	7.5196
No log	1.7282	178	56.0484	0.0142	56.0484	7.4865
No log	1.7476	180	55.8341	0.0082	55.8341	7.4722
No log	1.7670	182	55.0699	0.0054	55.0699	7.4209
No log	1.7864	184	54.6157	0.0075	54.6157	7.3902
No log	1.8058	186	54.1708	0.0054	54.1709	7.3601
No log	1.8252	188	53.6986	0.0054	53.6986	7.3279
No log	1.8447	190	53.2380	0.0103	53.2380	7.2964
No log	1.8641	192	52.7989	0.0142	52.7989	7.2663
No log	1.8835	194	52.1786	0.0142	52.1786	7.2235
No log	1.9029	196	51.5647	0.0075	51.5647	7.1809
No log	1.9223	198	51.0740	0.0054	51.0740	7.1466
No log	1.9417	200	50.5720	0.0054	50.5720	7.1114
No log	1.9612	202	50.3788	0.0142	50.3788	7.0978
No log	1.9806	204	50.0254	0.0177	50.0254	7.0729
No log	2.0	206	49.9480	0.0212	49.9480	7.0674
No log	2.0194	208	49.2404	0.0191	49.2404	7.0171
No log	2.0388	210	48.4007	0.0177	48.4007	6.9571
No log	2.0583	212	47.7921	0.0177	47.7921	6.9132
No log	2.0777	214	47.3911	0.0561	47.3911	6.8841
No log	2.0971	216	46.9636	0.0504	46.9636	6.8530
No log	2.1165	218	46.4379	0.0526	46.4379	6.8145
No log	2.1359	220	45.9891	0.0573	45.9891	6.7815
No log	2.1553	222	45.5923	0.0763	45.5923	6.7522
No log	2.1748	224	45.1420	0.1019	45.1420	6.7188
No log	2.1942	226	44.1697	0.1138	44.1697	6.6460
No log	2.2136	228	43.7751	0.1356	43.7751	6.6163
No log	2.2330	230	43.4415	0.1240	43.4415	6.5910
No log	2.2524	232	42.8393	0.1626	42.8393	6.5452
No log	2.2718	234	43.2383	0.1843	43.2383	6.5756
No log	2.2913	236	42.8199	0.1704	42.8199	6.5437
No log	2.3107	238	42.4894	0.1700	42.4894	6.5184
No log	2.3301	240	41.8548	0.1060	41.8548	6.4695
No log	2.3495	242	41.7121	0.0844	41.7121	6.4585
No log	2.3689	244	40.7385	0.0985	40.7385	6.3827
No log	2.3883	246	41.3978	0.1524	41.3978	6.4341
No log	2.4078	248	45.0076	0.2135	45.0076	6.7088
No log	2.4272	250	39.9097	0.1760	39.9097	6.3174
No log	2.4466	252	40.1726	0.1199	40.1726	6.3382
No log	2.4660	254	41.5099	0.0896	41.5099	6.4428
No log	2.4854	256	39.4086	0.0976	39.4086	6.2776
No log	2.5049	258	38.9364	0.1397	38.9364	6.2399
No log	2.5243	260	38.5914	0.1870	38.5914	6.2122
No log	2.5437	262	38.3100	0.2092	38.3100	6.1895
No log	2.5631	264	37.9695	0.1781	37.9695	6.1619
No log	2.5825	266	39.1647	0.2705	39.1647	6.2582
No log	2.6019	268	39.3351	0.2878	39.3351	6.2718
No log	2.6214	270	37.4101	0.2588	37.4101	6.1164
No log	2.6408	272	36.7420	0.1853	36.7420	6.0615
No log	2.6602	274	36.1579	0.1954	36.1579	6.0131
No log	2.6796	276	36.2361	0.2276	36.2361	6.0196
No log	2.6990	278	37.0457	0.2609	37.0457	6.0865
No log	2.7184	280	35.3711	0.2273	35.3711	5.9474
No log	2.7379	282	35.0045	0.2084	35.0045	5.9165
No log	2.7573	284	34.7912	0.2133	34.7912	5.8984
No log	2.7767	286	34.6972	0.2495	34.6972	5.8904
No log	2.7961	288	35.2927	0.2812	35.2927	5.9408
No log	2.8155	290	34.8315	0.2727	34.8315	5.9018
No log	2.8350	292	33.8113	0.2088	33.8113	5.8148
No log	2.8544	294	34.8137	0.1090	34.8137	5.9003
No log	2.8738	296	34.9943	0.0780	34.9943	5.9156
No log	2.8932	298	34.3863	0.0816	34.3863	5.8640
No log	2.9126	300	34.0901	0.0816	34.0901	5.8387
No log	2.9320	302	33.5884	0.1092	33.5884	5.7955
No log	2.9515	304	33.1968	0.1666	33.1968	5.7617
No log	2.9709	306	33.4518	0.2118	33.4518	5.7838
No log	2.9903	308	34.2593	0.2462	34.2593	5.8531
No log	3.0097	310	33.5294	0.2576	33.5294	5.7905
No log	3.0291	312	32.1368	0.2438	32.1368	5.6689
No log	3.0485	314	31.5065	0.2115	31.5065	5.6131
No log	3.0680	316	31.5366	0.1895	31.5366	5.6157
No log	3.0874	318	31.3426	0.1868	31.3426	5.5984
No log	3.1068	320	31.0525	0.1975	31.0525	5.5725
No log	3.1262	322	30.8379	0.2017	30.8379	5.5532
No log	3.1456	324	30.5115	0.2166	30.5115	5.5237
No log	3.1650	326	31.0210	0.2807	31.0211	5.5697
No log	3.1845	328	35.0673	0.3242	35.0673	5.9218
No log	3.2039	330	33.4408	0.3110	33.4408	5.7828
No log	3.2233	332	30.1439	0.2518	30.1439	5.4903
No log	3.2427	334	29.7661	0.1946	29.7661	5.4558
No log	3.2621	336	29.9540	0.1652	29.9540	5.4730
No log	3.2816	338	29.5097	0.2404	29.5097	5.4323
No log	3.3010	340	29.1894	0.2347	29.1894	5.4027
No log	3.3204	342	29.0234	0.2372	29.0234	5.3873
No log	3.3398	344	28.7864	0.2413	28.7864	5.3653
No log	3.3592	346	28.4798	0.2558	28.4798	5.3366
No log	3.3786	348	28.2624	0.2586	28.2624	5.3162
No log	3.3981	350	28.0918	0.2598	28.0919	5.3002
No log	3.4175	352	27.9851	0.3008	27.9851	5.2901
No log	3.4369	354	28.3608	0.3425	28.3609	5.3255
No log	3.4563	356	28.7353	0.3589	28.7353	5.3605
No log	3.4757	358	28.5493	0.3601	28.5493	5.3432
No log	3.4951	360	28.2815	0.3559	28.2815	5.3180
No log	3.5146	362	27.5574	0.3484	27.5574	5.2495
No log	3.5340	364	26.9070	0.3285	26.9070	5.1872
No log	3.5534	366	26.4883	0.2970	26.4883	5.1467
No log	3.5728	368	26.3187	0.2793	26.3187	5.1302
No log	3.5922	370	26.1601	0.2663	26.1601	5.1147
No log	3.6117	372	25.9557	0.2619	25.9557	5.0947
No log	3.6311	374	25.6492	0.2781	25.6492	5.0645
No log	3.6505	376	25.4442	0.2952	25.4442	5.0442
No log	3.6699	378	25.4847	0.3298	25.4847	5.0482
No log	3.6893	380	26.0072	0.3643	26.0072	5.0997
No log	3.7087	382	27.9191	0.3839	27.9191	5.2839
No log	3.7282	384	29.4557	0.3869	29.4557	5.4273
No log	3.7476	386	29.6078	0.3853	29.6078	5.4413
No log	3.7670	388	25.7359	0.3598	25.7359	5.0731
No log	3.7864	390	24.6035	0.3191	24.6035	4.9602
No log	3.8058	392	24.3138	0.2838	24.3138	4.9309
No log	3.8252	394	24.1795	0.2903	24.1795	4.9173
No log	3.8447	396	24.4607	0.3317	24.4607	4.9458
No log	3.8641	398	25.4397	0.3542	25.4397	5.0438
No log	3.8835	400	27.1272	0.3672	27.1272	5.2084
No log	3.9029	402	27.9818	0.3636	27.9818	5.2898
No log	3.9223	404	26.4426	0.3584	26.4426	5.1422
No log	3.9417	406	24.1425	0.4094	24.1425	4.9135
No log	3.9612	408	23.3600	0.3824	23.3600	4.8332
No log	3.9806	410	23.3092	0.3465	23.3092	4.8280
No log	4.0	412	23.1652	0.3427	23.1652	4.8130
No log	4.0194	414	23.0011	0.3518	23.0011	4.7959
No log	4.0388	416	22.7910	0.3684	22.7910	4.7740
No log	4.0583	418	22.6684	0.3911	22.6684	4.7611
No log	4.0777	420	22.8308	0.4352	22.8308	4.7782
No log	4.0971	422	23.1860	0.4679	23.1860	4.8152
No log	4.1165	424	23.4341	0.4774	23.4341	4.8409
No log	4.1359	426	22.9767	0.4660	22.9767	4.7934
No log	4.1553	428	22.2257	0.4477	22.2257	4.7144
No log	4.1748	430	22.0619	0.4296	22.0619	4.6970
No log	4.1942	432	22.0143	0.4407	22.0143	4.6919
No log	4.2136	434	23.0138	0.4546	23.0138	4.7973
No log	4.2330	436	24.0505	0.4445	24.0506	4.9041
No log	4.2524	438	22.7909	0.4222	22.7909	4.7740
No log	4.2718	440	21.4859	0.3773	21.4859	4.6353
No log	4.2913	442	21.7323	0.3109	21.7323	4.6618
No log	4.3107	444	21.6857	0.2981	21.6857	4.6568
No log	4.3301	446	21.3610	0.3470	21.3610	4.6218
No log	4.3495	448	21.9008	0.3950	21.9008	4.6798
No log	4.3689	450	21.6817	0.3981	21.6817	4.6564
No log	4.3883	452	20.9462	0.3926	20.9462	4.5767
No log	4.4078	454	20.4947	0.4174	20.4947	4.5271
No log	4.4272	456	20.6489	0.4390	20.6489	4.5441
No log	4.4466	458	21.1203	0.4545	21.1203	4.5957
No log	4.4660	460	21.4052	0.4648	21.4052	4.6266
No log	4.4854	462	22.4018	0.4728	22.4018	4.7331
No log	4.5049	464	23.0387	0.4753	23.0387	4.7999
No log	4.5243	466	21.1569	0.4637	21.1569	4.5997
No log	4.5437	468	19.7921	0.4307	19.7921	4.4488
No log	4.5631	470	19.6800	0.3920	19.6800	4.4362
No log	4.5825	472	19.7524	0.3522	19.7524	4.4444
No log	4.6019	474	19.6501	0.3546	19.6501	4.4328
No log	4.6214	476	19.6789	0.3568	19.6789	4.4361
No log	4.6408	478	19.6596	0.3504	19.6596	4.4339
No log	4.6602	480	19.7708	0.3144	19.7708	4.4464
No log	4.6796	482	19.8400	0.2920	19.8400	4.4542
No log	4.6990	484	19.4863	0.3331	19.4863	4.4143
No log	4.7184	486	19.2014	0.3971	19.2014	4.3819
No log	4.7379	488	20.8283	0.4388	20.8283	4.5638
No log	4.7573	490	22.3408	0.4882	22.3408	4.7266
No log	4.7767	492	20.3653	0.5313	20.3653	4.5128
No log	4.7961	494	18.6724	0.5055	18.6724	4.3212
No log	4.8155	496	18.9446	0.4499	18.9446	4.3525
No log	4.8350	498	19.1098	0.4193	19.1098	4.3715
63.8185	4.8544	500	19.1388	0.4201	19.1388	4.3748
63.8185	4.8738	502	18.9557	0.4515	18.9557	4.3538
63.8185	4.8932	504	18.4882	0.4856	18.4882	4.2998
63.8185	4.9126	506	18.8522	0.5181	18.8522	4.3419
63.8185	4.9320	508	19.6085	0.5233	19.6085	4.4281
63.8185	4.9515	510	19.1215	0.5375	19.1215	4.3728
63.8185	4.9709	512	18.2442	0.5315	18.2442	4.2713
63.8185	4.9903	514	18.0943	0.4964	18.0943	4.2537
63.8185	5.0097	516	18.1744	0.4875	18.1744	4.2631
63.8185	5.0291	518	18.0632	0.4827	18.0632	4.2501
63.8185	5.0485	520	17.7949	0.4971	17.7949	4.2184
63.8185	5.0680	522	17.6458	0.5079	17.6458	4.2007
63.8185	5.0874	524	17.5645	0.5036	17.5645	4.1910
63.8185	5.1068	526	17.5537	0.5248	17.5537	4.1897
63.8185	5.1262	528	18.1411	0.5518	18.1411	4.2592
63.8185	5.1456	530	18.0953	0.5489	18.0953	4.2539
63.8185	5.1650	532	17.5130	0.5405	17.5130	4.1849
63.8185	5.1845	534	17.0588	0.5163	17.0588	4.1302
63.8185	5.2039	536	17.1195	0.5161	17.1195	4.1376
63.8185	5.2233	538	17.4561	0.5142	17.4561	4.1780
63.8185	5.2427	540	19.1670	0.5079	19.1670	4.3780
63.8185	5.2621	542	23.5359	0.4675	23.5359	4.8514
63.8185	5.2816	544	22.8020	0.4802	22.8020	4.7751
63.8185	5.3010	546	18.6466	0.5010	18.6466	4.3182
63.8185	5.3204	548	16.7605	0.4914	16.7605	4.0940
63.8185	5.3398	550	16.6946	0.4543	16.6946	4.0859
63.8185	5.3592	552	16.9863	0.4321	16.9863	4.1214
63.8185	5.3786	554	16.7094	0.4630	16.7094	4.0877
63.8185	5.3981	556	16.6135	0.5248	16.6135	4.0760
63.8185	5.4175	558	17.8264	0.5526	17.8264	4.2221
63.8185	5.4369	560	21.0750	0.5512	21.0750	4.5908
63.8185	5.4563	562	22.2488	0.5391	22.2488	4.7169
63.8185	5.4757	564	19.4333	0.5437	19.4333	4.4083
63.8185	5.4951	566	17.1988	0.5378	17.1988	4.1471
63.8185	5.5146	568	16.8458	0.5269	16.8458	4.1044
63.8185	5.5340	570	16.6673	0.5166	16.6674	4.0826
63.8185	5.5534	572	16.7052	0.5138	16.7052	4.0872
63.8185	5.5728	574	17.7722	0.5231	17.7722	4.2157
63.8185	5.5922	576	18.3081	0.5204	18.3081	4.2788
63.8185	5.6117	578	18.7066	0.5187	18.7066	4.3251
63.8185	5.6311	580	18.8885	0.5147	18.8885	4.3461
63.8185	5.6505	582	17.1918	0.4988	17.1918	4.1463
63.8185	5.6699	584	16.2020	0.4621	16.2020	4.0252
63.8185	5.6893	586	16.1424	0.4540	16.1424	4.0178
63.8185	5.7087	588	16.0926	0.5260	16.0926	4.0116
63.8185	5.7282	590	16.0133	0.5496	16.0133	4.0017
63.8185	5.7476	592	15.9997	0.5697	15.9997	4.0000
63.8185	5.7670	594	16.3732	0.5876	16.3732	4.0464
63.8185	5.7864	596	16.9205	0.5974	16.9205	4.1135
63.8185	5.8058	598	17.6469	0.6020	17.6469	4.2008
63.8185	5.8252	600	17.7839	0.6013	17.7839	4.2171
63.8185	5.8447	602	17.3224	0.6054	17.3224	4.1620
63.8185	5.8641	604	16.5654	0.6062	16.5654	4.0701
63.8185	5.8835	606	15.9052	0.5971	15.9052	3.9881
63.8185	5.9029	608	15.5204	0.5697	15.5204	3.9396
63.8185	5.9223	610	15.3689	0.5766	15.3689	3.9203
63.8185	5.9417	612	15.6309	0.5815	15.6309	3.9536
63.8185	5.9612	614	16.3684	0.5815	16.3684	4.0458
63.8185	5.9806	616	16.5799	0.5806	16.5799	4.0718
63.8185	6.0	618	15.7594	0.5866	15.7594	3.9698
63.8185	6.0194	620	15.2605	0.5914	15.2605	3.9065
63.8185	6.0388	622	15.2235	0.5908	15.2235	3.9017
63.8185	6.0583	624	15.4475	0.5965	15.4475	3.9303
63.8185	6.0777	626	15.2989	0.6008	15.2989	3.9114
63.8185	6.0971	628	15.3733	0.5996	15.3733	3.9209
63.8185	6.1165	630	15.5981	0.5992	15.5981	3.9494
63.8185	6.1359	632	15.3440	0.5991	15.3440	3.9171
63.8185	6.1553	634	15.0993	0.6019	15.0993	3.8858
63.8185	6.1748	636	15.3009	0.6026	15.3009	3.9116
63.8185	6.1942	638	14.8299	0.6053	14.8299	3.8510
63.8185	6.2136	640	15.2050	0.6074	15.2050	3.8994
63.8185	6.2330	642	16.2286	0.5939	16.2286	4.0285
63.8185	6.2524	644	17.8529	0.5715	17.8529	4.2253
63.8185	6.2718	646	16.0811	0.5908	16.0811	4.0101
63.8185	6.2913	648	14.5169	0.5835	14.5169	3.8101
63.8185	6.3107	650	14.3360	0.5821	14.3360	3.7863
63.8185	6.3301	652	14.2627	0.5645	14.2627	3.7766
63.8185	6.3495	654	14.2955	0.5556	14.2955	3.7809
63.8185	6.3689	656	14.2290	0.5732	14.2290	3.7721
63.8185	6.3883	658	14.4876	0.6006	14.4876	3.8063
63.8185	6.4078	660	16.1518	0.6083	16.1518	4.0189
63.8185	6.4272	662	20.1955	0.5786	20.1955	4.4939
63.8185	6.4466	664	21.2795	0.5742	21.2795	4.6130
63.8185	6.4660	666	17.3009	0.6134	17.3009	4.1594
63.8185	6.4854	668	14.7609	0.6152	14.7609	3.8420
63.8185	6.5049	670	14.5708	0.6002	14.5708	3.8172
63.8185	6.5243	672	14.5131	0.6035	14.5131	3.8096
63.8185	6.5437	674	14.4790	0.6114	14.4790	3.8051
63.8185	6.5631	676	14.8938	0.6171	14.8938	3.8592
63.8185	6.5825	678	16.6268	0.6004	16.6268	4.0776
63.8185	6.6019	680	19.4974	0.5680	19.4974	4.4156
63.8185	6.6214	682	19.4435	0.5627	19.4435	4.4095
63.8185	6.6408	684	16.0409	0.5940	16.0409	4.0051
63.8185	6.6602	686	14.0261	0.5936	14.0261	3.7451
63.8185	6.6796	688	14.2893	0.5421	14.2893	3.7801
63.8185	6.6990	690	14.8780	0.5134	14.8780	3.8572
63.8185	6.7184	692	14.5632	0.5274	14.5632	3.8162
63.8185	6.7379	694	13.9527	0.5830	13.9527	3.7353
63.8185	6.7573	696	14.7603	0.6125	14.7603	3.8419
63.8185	6.7767	698	16.7743	0.6049	16.7743	4.0956
63.8185	6.7961	700	16.4637	0.6113	16.4636	4.0575
63.8185	6.8155	702	15.1321	0.6125	15.1321	3.8900
63.8185	6.8350	704	14.4515	0.6075	14.4515	3.8015
63.8185	6.8544	706	14.1730	0.5984	14.1730	3.7647
63.8185	6.8738	708	14.2387	0.6048	14.2387	3.7734
63.8185	6.8932	710	14.2265	0.6039	14.2265	3.7718
63.8185	6.9126	712	14.2055	0.6015	14.2055	3.7690
63.8185	6.9320	714	13.9559	0.5957	13.9559	3.7358
63.8185	6.9515	716	13.8502	0.5853	13.8502	3.7216
63.8185	6.9709	718	14.1621	0.5595	14.1621	3.7633
63.8185	6.9903	720	14.6223	0.5348	14.6223	3.8239
63.8185	7.0097	722	14.6153	0.5938	14.6153	3.8230
63.8185	7.0291	724	14.3874	0.6246	14.3874	3.7931
63.8185	7.0485	726	14.6451	0.6500	14.6451	3.8269
63.8185	7.0680	728	15.3497	0.6585	15.3497	3.9179
63.8185	7.0874	730	17.1810	0.6399	17.1810	4.1450
63.8185	7.1068	732	16.4031	0.6420	16.4031	4.0501
63.8185	7.1262	734	15.3898	0.6526	15.3898	3.9230
63.8185	7.1456	736	15.8063	0.6511	15.8063	3.9757
63.8185	7.1650	738	15.3273	0.6617	15.3273	3.9150
63.8185	7.1845	740	14.0390	0.6573	14.0390	3.7469
63.8185	7.2039	742	13.8645	0.6483	13.8645	3.7235
63.8185	7.2233	744	13.9215	0.6358	13.9215	3.7311
63.8185	7.2427	746	13.7292	0.6516	13.7292	3.7053
63.8185	7.2621	748	14.5838	0.6561	14.5838	3.8189
63.8185	7.2816	750	15.8136	0.6398	15.8136	3.9766
63.8185	7.3010	752	14.9428	0.6413	14.9428	3.8656
63.8185	7.3204	754	13.3671	0.6484	13.3671	3.6561
63.8185	7.3398	756	13.6937	0.5966	13.6937	3.7005
63.8185	7.3592	758	13.8001	0.5938	13.8001	3.7148
63.8185	7.3786	760	13.3492	0.6347	13.3492	3.6537
63.8185	7.3981	762	13.7469	0.6533	13.7469	3.7077
63.8185	7.4175	764	14.3595	0.6542	14.3595	3.7894
63.8185	7.4369	766	14.4890	0.6484	14.4890	3.8064
63.8185	7.4563	768	14.4977	0.6387	14.4977	3.8076
63.8185	7.4757	770	14.5348	0.6133	14.5348	3.8124
63.8185	7.4951	772	14.5759	0.6015	14.5759	3.8178
63.8185	7.5146	774	14.3456	0.6138	14.3456	3.7876
63.8185	7.5340	776	14.0393	0.6470	14.0393	3.7469
63.8185	7.5534	778	14.9106	0.6488	14.9106	3.8614
63.8185	7.5728	780	14.9793	0.6492	14.9793	3.8703
63.8185	7.5922	782	15.3952	0.6375	15.3952	3.9237
63.8185	7.6117	784	14.0907	0.6424	14.0907	3.7538
63.8185	7.6311	786	13.5333	0.6303	13.5333	3.6788
63.8185	7.6505	788	13.6644	0.6097	13.6644	3.6965
63.8185	7.6699	790	13.3788	0.6159	13.3788	3.6577
63.8185	7.6893	792	13.3156	0.6347	13.3156	3.6491
63.8185	7.7087	794	14.1214	0.6324	14.1214	3.7578
63.8185	7.7282	796	14.6259	0.6287	14.6259	3.8244
63.8185	7.7476	798	13.6405	0.6408	13.6405	3.6933
63.8185	7.7670	800	13.1655	0.6358	13.1655	3.6284
63.8185	7.7864	802	13.2889	0.6407	13.2889	3.6454
63.8185	7.8058	804	13.5330	0.6454	13.5329	3.6787
63.8185	7.8252	806	13.5834	0.6530	13.5834	3.6856
63.8185	7.8447	808	13.5358	0.6567	13.5358	3.6791
63.8185	7.8641	810	13.2678	0.6520	13.2678	3.6425
63.8185	7.8835	812	13.0140	0.6381	13.0140	3.6075
63.8185	7.9029	814	13.3212	0.6109	13.3212	3.6498
63.8185	7.9223	816	13.2284	0.6286	13.2284	3.6371
63.8185	7.9417	818	13.2332	0.6558	13.2332	3.6377
63.8185	7.9612	820	14.6939	0.6569	14.6939	3.8333
63.8185	7.9806	822	16.4846	0.6366	16.4846	4.0601
63.8185	8.0	824	14.8775	0.6476	14.8775	3.8571
63.8185	8.0194	826	13.3402	0.6491	13.3402	3.6524
63.8185	8.0388	828	13.1912	0.6476	13.1912	3.6320
63.8185	8.0583	830	13.2197	0.6430	13.2197	3.6359
63.8185	8.0777	832	13.3569	0.6490	13.3569	3.6547
63.8185	8.0971	834	13.3882	0.6462	13.3882	3.6590
63.8185	8.1165	836	13.2914	0.6483	13.2914	3.6457
63.8185	8.1359	838	13.3306	0.6463	13.3306	3.6511
63.8185	8.1553	840	13.5623	0.6468	13.5623	3.6827
63.8185	8.1748	842	13.9876	0.6437	13.9876	3.7400
63.8185	8.1942	844	13.4372	0.6480	13.4372	3.6657
63.8185	8.2136	846	13.2872	0.6483	13.2872	3.6452
63.8185	8.2330	848	13.4328	0.6466	13.4328	3.6651
63.8185	8.2524	850	13.7859	0.6466	13.7859	3.7129
63.8185	8.2718	852	13.3678	0.6408	13.3678	3.6562
63.8185	8.2913	854	13.0531	0.6360	13.0531	3.6129
63.8185	8.3107	856	13.0354	0.6397	13.0354	3.6105
63.8185	8.3301	858	13.3295	0.6362	13.3295	3.6510
63.8185	8.3495	860	14.7783	0.6360	14.7783	3.8443
63.8185	8.3689	862	14.9983	0.6406	14.9983	3.8728
63.8185	8.3883	864	16.0106	0.6346	16.0106	4.0013
63.8185	8.4078	866	15.6163	0.6394	15.6163	3.9517
63.8185	8.4272	868	13.6348	0.6527	13.6348	3.6925
63.8185	8.4466	870	13.1891	0.6323	13.1891	3.6317
63.8185	8.4660	872	13.1519	0.6332	13.1519	3.6265
63.8185	8.4854	874	12.9577	0.6407	12.9577	3.5997
63.8185	8.5049	876	13.1448	0.6561	13.1448	3.6256
63.8185	8.5243	878	13.2968	0.6616	13.2968	3.6465
63.8185	8.5437	880	13.4010	0.6626	13.4010	3.6607
63.8185	8.5631	882	13.9419	0.6609	13.9419	3.7339
63.8185	8.5825	884	14.2946	0.6492	14.2946	3.7808
63.8185	8.6019	886	13.4042	0.6602	13.4042	3.6612
63.8185	8.6214	888	13.0364	0.6463	13.0364	3.6106
63.8185	8.6408	890	13.5310	0.6160	13.5310	3.6784
63.8185	8.6602	892	13.7480	0.5980	13.7480	3.7078
63.8185	8.6796	894	13.1786	0.6577	13.1786	3.6302
63.8185	8.6990	896	13.2922	0.6708	13.2922	3.6458
63.8185	8.7184	898	13.5482	0.6768	13.5482	3.6808
63.8185	8.7379	900	13.2737	0.6754	13.2737	3.6433
63.8185	8.7573	902	12.9474	0.6740	12.9474	3.5982
63.8185	8.7767	904	12.7907	0.6654	12.7907	3.5764
63.8185	8.7961	906	12.7812	0.6774	12.7812	3.5751
63.8185	8.8155	908	12.9072	0.6793	12.9072	3.5927
63.8185	8.8350	910	13.5133	0.6828	13.5133	3.6760
63.8185	8.8544	912	13.2702	0.6942	13.2702	3.6428
63.8185	8.8738	914	13.1087	0.6932	13.1087	3.6206
63.8185	8.8932	916	13.1995	0.6873	13.1995	3.6331
63.8185	8.9126	918	13.3201	0.6796	13.3201	3.6497
63.8185	8.9320	920	13.3634	0.6682	13.3634	3.6556
63.8185	8.9515	922	13.1923	0.6696	13.1923	3.6321
63.8185	8.9709	924	12.8865	0.6831	12.8865	3.5898
63.8185	8.9903	926	13.3300	0.6791	13.3300	3.6510
63.8185	9.0097	928	13.8025	0.6629	13.8025	3.7152
63.8185	9.0291	930	13.4602	0.6751	13.4602	3.6688
63.8185	9.0485	932	13.1298	0.6813	13.1298	3.6235
63.8185	9.0680	934	13.0308	0.6826	13.0308	3.6098
63.8185	9.0874	936	13.0013	0.6758	13.0013	3.6057
63.8185	9.1068	938	13.1591	0.6687	13.1591	3.6276
63.8185	9.1262	940	13.1613	0.6800	13.1613	3.6278
63.8185	9.1456	942	13.1658	0.6839	13.1658	3.6285
63.8185	9.1650	944	13.1214	0.6843	13.1214	3.6223
63.8185	9.1845	946	13.2309	0.6856	13.2309	3.6374
63.8185	9.2039	948	13.4861	0.6765	13.4861	3.6723
63.8185	9.2233	950	13.6369	0.6776	13.6369	3.6928
63.8185	9.2427	952	13.4871	0.6758	13.4871	3.6725
63.8185	9.2621	954	13.2469	0.6707	13.2469	3.6396
63.8185	9.2816	956	13.5749	0.6738	13.5749	3.6844
63.8185	9.3010	958	13.7013	0.6700	13.7013	3.7015
63.8185	9.3204	960	13.2903	0.6703	13.2903	3.6456
63.8185	9.3398	962	13.0555	0.6607	13.0555	3.6132
63.8185	9.3592	964	12.7977	0.6757	12.7977	3.5774
63.8185	9.3786	966	12.7317	0.6769	12.7317	3.5681
63.8185	9.3981	968	12.8004	0.6708	12.8004	3.5778
63.8185	9.4175	970	12.7719	0.6782	12.7719	3.5738
63.8185	9.4369	972	12.9320	0.6844	12.9320	3.5961
63.8185	9.4563	974	13.9779	0.6701	13.9779	3.7387
63.8185	9.4757	976	14.5176	0.6585	14.5176	3.8102
63.8185	9.4951	978	13.1184	0.6844	13.1184	3.6219
63.8185	9.5146	980	12.7353	0.6795	12.7353	3.5687
63.8185	9.5340	982	12.7960	0.6790	12.7960	3.5772
63.8185	9.5534	984	12.8569	0.6891	12.8569	3.5857
63.8185	9.5728	986	13.9742	0.6617	13.9742	3.7382
63.8185	9.5922	988	15.3179	0.6370	15.3179	3.9138
63.8185	9.6117	990	14.9856	0.6413	14.9856	3.8711
63.8185	9.6311	992	13.2754	0.6650	13.2754	3.6435
63.8185	9.6505	994	12.6830	0.6759	12.6830	3.5613
63.8185	9.6699	996	12.8738	0.6684	12.8738	3.5880
63.8185	9.6893	998	13.0249	0.6624	13.0249	3.6090
12.9044	9.7087	1000	12.8736	0.6761	12.8736	3.5880
12.9044	9.7282	1002	12.9480	0.6839	12.9480	3.5983
12.9044	9.7476	1004	13.1589	0.6733	13.1589	3.6275
12.9044	9.7670	1006	13.2986	0.6668	13.2986	3.6467
12.9044	9.7864	1008	14.1378	0.6337	14.1378	3.7600
12.9044	9.8058	1010	13.4166	0.6414	13.4166	3.6629
12.9044	9.8252	1012	12.9203	0.6648	12.9203	3.5945

Framework versions

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