ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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: 1.5405
• Qwk: 0.1922
• Mse: 1.5405
• Rmse: 1.2412

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	0.0230	2	4.6898	0.0010	4.6898	2.1656
No log	0.0460	4	2.4815	0.0100	2.4815	1.5753
No log	0.0690	6	1.8707	-0.0233	1.8707	1.3677
No log	0.0920	8	1.7970	-0.0190	1.7970	1.3405
No log	0.1149	10	1.9024	-0.1427	1.9024	1.3793
No log	0.1379	12	1.7803	-0.2347	1.7803	1.3343
No log	0.1609	14	1.7058	-0.2671	1.7058	1.3061
No log	0.1839	16	1.7358	-0.2099	1.7358	1.3175
No log	0.2069	18	1.4496	0.0135	1.4496	1.2040
No log	0.2299	20	1.4014	-0.0105	1.4014	1.1838
No log	0.2529	22	1.3931	0.0400	1.3931	1.1803
No log	0.2759	24	1.3945	0.0353	1.3945	1.1809
No log	0.2989	26	1.4035	0.0353	1.4035	1.1847
No log	0.3218	28	1.3704	0.0353	1.3704	1.1706
No log	0.3448	30	1.3713	0.1009	1.3713	1.1710
No log	0.3678	32	1.3947	0.0439	1.3947	1.1810
No log	0.3908	34	1.4122	0.0439	1.4122	1.1884
No log	0.4138	36	1.4341	0.0020	1.4341	1.1975
No log	0.4368	38	1.4410	0.0080	1.4410	1.2004
No log	0.4598	40	1.5683	-0.0397	1.5683	1.2523
No log	0.4828	42	1.7486	0.0161	1.7486	1.3223
No log	0.5057	44	1.7402	0.0178	1.7402	1.3192
No log	0.5287	46	1.5971	0.0888	1.5971	1.2638
No log	0.5517	48	1.6234	0.0257	1.6234	1.2741
No log	0.5747	50	1.6743	0.0150	1.6743	1.2940
No log	0.5977	52	1.6970	0.0247	1.6970	1.3027
No log	0.6207	54	1.5603	0.0203	1.5603	1.2491
No log	0.6437	56	1.6664	0.1410	1.6664	1.2909
No log	0.6667	58	1.7787	0.0958	1.7787	1.3337
No log	0.6897	60	1.5812	0.0461	1.5812	1.2575
No log	0.7126	62	1.4625	0.0157	1.4625	1.2094
No log	0.7356	64	1.5024	-0.0567	1.5024	1.2257
No log	0.7586	66	1.5884	0.0053	1.5884	1.2603
No log	0.7816	68	1.6702	-0.0764	1.6702	1.2924
No log	0.8046	70	1.7656	-0.0318	1.7656	1.3288
No log	0.8276	72	1.8175	0.0381	1.8175	1.3481
No log	0.8506	74	1.8156	0.0605	1.8156	1.3474
No log	0.8736	76	1.8073	0.0931	1.8073	1.3443
No log	0.8966	78	1.9300	0.1831	1.9300	1.3893
No log	0.9195	80	1.8636	0.2111	1.8636	1.3651
No log	0.9425	82	1.6908	0.0506	1.6908	1.3003
No log	0.9655	84	1.6106	0.0405	1.6106	1.2691
No log	0.9885	86	1.6161	0.1050	1.6161	1.2713
No log	1.0115	88	1.7199	0.1392	1.7199	1.3115
No log	1.0345	90	1.6400	0.1014	1.6400	1.2806
No log	1.0575	92	1.6543	0.1367	1.6543	1.2862
No log	1.0805	94	1.7954	0.1212	1.7954	1.3399
No log	1.1034	96	1.7266	0.1462	1.7266	1.3140
No log	1.1264	98	1.6158	0.0485	1.6158	1.2711
No log	1.1494	100	1.6308	0.0409	1.6308	1.2770
No log	1.1724	102	1.8606	0.1301	1.8606	1.3640
No log	1.1954	104	2.4070	0.0686	2.4070	1.5515
No log	1.2184	106	2.4016	0.0942	2.4016	1.5497
No log	1.2414	108	1.8940	0.0988	1.8940	1.3762
No log	1.2644	110	1.6705	0.0635	1.6705	1.2925
No log	1.2874	112	1.6668	0.1050	1.6668	1.2911
No log	1.3103	114	1.8621	0.0682	1.8621	1.3646
No log	1.3333	116	2.1608	0.0856	2.1608	1.4700
No log	1.3563	118	2.0945	0.0856	2.0945	1.4472
No log	1.3793	120	1.6979	0.1327	1.6979	1.3030
No log	1.4023	122	1.4930	0.0518	1.4930	1.2219
No log	1.4253	124	1.4859	0.0650	1.4859	1.2190
No log	1.4483	126	1.4010	0.0638	1.4010	1.1837
No log	1.4713	128	1.4483	0.0159	1.4483	1.2035
No log	1.4943	130	1.6882	0.1399	1.6882	1.2993
No log	1.5172	132	1.8921	0.0918	1.8921	1.3755
No log	1.5402	134	1.7374	0.1120	1.7374	1.3181
No log	1.5632	136	1.5562	0.1089	1.5562	1.2475
No log	1.5862	138	1.7722	0.1233	1.7722	1.3313
No log	1.6092	140	1.6996	0.1235	1.6996	1.3037
No log	1.6322	142	1.6284	0.1569	1.6284	1.2761
No log	1.6552	144	1.8286	0.1214	1.8286	1.3523
No log	1.6782	146	1.7383	0.1189	1.7383	1.3184
No log	1.7011	148	1.6349	0.1231	1.6349	1.2787
No log	1.7241	150	1.5489	0.1379	1.5489	1.2445
No log	1.7471	152	1.5889	0.1780	1.5889	1.2605
No log	1.7701	154	1.7422	0.1189	1.7422	1.3199
No log	1.7931	156	1.6658	0.1331	1.6658	1.2906
No log	1.8161	158	1.5910	0.1863	1.5910	1.2614
No log	1.8391	160	1.6458	0.0947	1.6458	1.2829
No log	1.8621	162	1.9381	0.0458	1.9381	1.3921
No log	1.8851	164	2.1717	0.0847	2.1717	1.4737
No log	1.9080	166	1.9757	0.0754	1.9757	1.4056
No log	1.9310	168	1.7053	0.0824	1.7053	1.3059
No log	1.9540	170	1.5577	0.0716	1.5577	1.2481
No log	1.9770	172	1.5957	0.0781	1.5957	1.2632
No log	2.0	174	1.8793	0.0854	1.8793	1.3709
No log	2.0230	176	2.2306	0.0664	2.2306	1.4935
No log	2.0460	178	2.2563	0.0554	2.2563	1.5021
No log	2.0690	180	1.9224	0.0283	1.9224	1.3865
No log	2.0920	182	1.5825	0.0066	1.5825	1.2580
No log	2.1149	184	1.6057	0.0	1.6057	1.2671
No log	2.1379	186	1.5893	0.0314	1.5893	1.2607
No log	2.1609	188	1.4942	0.0078	1.4942	1.2224
No log	2.1839	190	1.7513	0.0882	1.7513	1.3234
No log	2.2069	192	2.2482	0.0554	2.2482	1.4994
No log	2.2299	194	2.3299	0.0650	2.3299	1.5264
No log	2.2529	196	2.0172	0.0832	2.0172	1.4203
No log	2.2759	198	1.6200	0.1505	1.6200	1.2728
No log	2.2989	200	1.5144	0.0344	1.5144	1.2306
No log	2.3218	202	1.4981	0.0442	1.4981	1.2240
No log	2.3448	204	1.6064	0.0422	1.6064	1.2674
No log	2.3678	206	1.6609	0.0900	1.6609	1.2888
No log	2.3908	208	1.6312	0.0144	1.6312	1.2772
No log	2.4138	210	1.5320	-0.0199	1.5320	1.2377
No log	2.4368	212	1.5342	0.0422	1.5342	1.2386
No log	2.4598	214	1.7288	0.1235	1.7288	1.3148
No log	2.4828	216	1.8557	0.1106	1.8557	1.3622
No log	2.5057	218	1.8089	0.0880	1.8089	1.3450
No log	2.5287	220	1.9290	0.1197	1.9290	1.3889
No log	2.5517	222	2.0492	0.1100	2.0492	1.4315
No log	2.5747	224	1.7226	0.1304	1.7226	1.3125
No log	2.5977	226	1.5053	0.1807	1.5053	1.2269
No log	2.6207	228	1.3785	0.2275	1.3785	1.1741
No log	2.6437	230	1.4007	0.2275	1.4007	1.1835
No log	2.6667	232	1.5487	0.2172	1.5487	1.2445
No log	2.6897	234	1.6706	0.1307	1.6706	1.2925
No log	2.7126	236	1.6632	0.1144	1.6632	1.2897
No log	2.7356	238	1.7962	0.0903	1.7962	1.3402
No log	2.7586	240	1.9824	0.1401	1.9824	1.4080
No log	2.7816	242	2.2096	0.1039	2.2096	1.4865
No log	2.8046	244	2.0804	0.0869	2.0804	1.4424
No log	2.8276	246	1.6464	0.1667	1.6464	1.2831
No log	2.8506	248	1.4160	0.2021	1.4160	1.1900
No log	2.8736	250	1.3529	0.1628	1.3529	1.1631
No log	2.8966	252	1.4655	0.2172	1.4655	1.2106
No log	2.9195	254	1.6903	0.1513	1.6903	1.3001
No log	2.9425	256	1.7132	0.1513	1.7132	1.3089
No log	2.9655	258	1.6486	0.1923	1.6486	1.2840
No log	2.9885	260	1.6361	0.1923	1.6361	1.2791
No log	3.0115	262	1.5562	0.1530	1.5562	1.2475
No log	3.0345	264	1.6036	0.1807	1.6036	1.2663
No log	3.0575	266	1.6402	0.1332	1.6402	1.2807
No log	3.0805	268	1.7682	0.1165	1.7682	1.3297
No log	3.1034	270	1.7394	0.1282	1.7394	1.3189
No log	3.1264	272	1.6377	0.1616	1.6377	1.2797
No log	3.1494	274	1.8091	0.0930	1.8091	1.3450
No log	3.1724	276	1.8623	0.0930	1.8623	1.3647
No log	3.1954	278	1.5353	0.1891	1.5353	1.2391
No log	3.2184	280	1.4429	0.1203	1.4429	1.2012
No log	3.2414	282	1.4251	0.1634	1.4251	1.1938
No log	3.2644	284	1.4957	0.1849	1.4957	1.2230
No log	3.2874	286	1.4541	0.1894	1.4541	1.2059
No log	3.3103	288	1.4013	0.1334	1.4013	1.1838
No log	3.3333	290	1.4456	0.1694	1.4456	1.2023
No log	3.3563	292	1.6267	0.1853	1.6267	1.2754
No log	3.3793	294	1.6594	0.1853	1.6594	1.2882
No log	3.4023	296	1.7823	0.1349	1.7823	1.3350
No log	3.4253	298	1.6237	0.2039	1.6237	1.2742
No log	3.4483	300	1.5213	0.1562	1.5213	1.2334
No log	3.4713	302	1.5184	0.1256	1.5184	1.2322
No log	3.4943	304	1.4758	0.0672	1.4758	1.2148
No log	3.5172	306	1.4592	0.0750	1.4592	1.2080
No log	3.5402	308	1.3692	0.1026	1.3692	1.1701
No log	3.5632	310	1.4094	0.1193	1.4094	1.1872
No log	3.5862	312	1.6796	0.1453	1.6796	1.2960
No log	3.6092	314	2.0408	0.0615	2.0408	1.4286
No log	3.6322	316	1.9183	0.0747	1.9183	1.3850
No log	3.6552	318	1.6091	0.1573	1.6091	1.2685
No log	3.6782	320	1.5459	0.1483	1.5459	1.2433
No log	3.7011	322	1.4651	0.1112	1.4651	1.2104
No log	3.7241	324	1.4482	0.1112	1.4482	1.2034
No log	3.7471	326	1.6194	0.1604	1.6194	1.2726
No log	3.7701	328	1.6969	0.1498	1.6969	1.3026
No log	3.7931	330	1.6553	0.1573	1.6553	1.2866
No log	3.8161	332	1.6829	0.1470	1.6829	1.2973
No log	3.8391	334	1.6150	0.1332	1.6150	1.2708
No log	3.8621	336	1.5723	0.1332	1.5723	1.2539
No log	3.8851	338	1.5377	0.0882	1.5377	1.2400
No log	3.9080	340	1.5514	0.1483	1.5514	1.2456
No log	3.9310	342	1.8026	0.1442	1.8026	1.3426
No log	3.9540	344	1.9275	0.0747	1.9275	1.3883
No log	3.9770	346	1.7194	0.1616	1.7194	1.3113
No log	4.0	348	1.7089	0.1616	1.7089	1.3073
No log	4.0230	350	1.7689	0.1555	1.7689	1.3300
No log	4.0460	352	1.8108	0.1172	1.8108	1.3457
No log	4.0690	354	1.8635	0.1172	1.8635	1.3651
No log	4.0920	356	1.8807	0.1172	1.8807	1.3714
No log	4.1149	358	1.5862	0.1179	1.5862	1.2594
No log	4.1379	360	1.4593	0.1533	1.4593	1.2080
No log	4.1609	362	1.4925	0.1009	1.4925	1.2217
No log	4.1839	364	1.7387	0.1259	1.7387	1.3186
No log	4.2069	366	1.9237	0.0819	1.9237	1.3870
No log	4.2299	368	2.2148	0.0869	2.2148	1.4882
No log	4.2529	370	2.0094	0.0747	2.0094	1.4175
No log	4.2759	372	1.6432	-0.0229	1.6432	1.2819
No log	4.2989	374	1.4410	0.0526	1.4410	1.2004
No log	4.3218	376	1.4592	0.0526	1.4592	1.2080
No log	4.3448	378	1.5719	-0.0402	1.5719	1.2537
No log	4.3678	380	1.4692	0.0447	1.4692	1.2121
No log	4.3908	382	1.3772	0.0	1.3772	1.1735
No log	4.4138	384	1.4330	0.0112	1.4330	1.1971
No log	4.4368	386	1.6695	0.1049	1.6695	1.2921
No log	4.4598	388	1.8692	0.0870	1.8692	1.3672
No log	4.4828	390	1.7821	0.1328	1.7821	1.3350
No log	4.5057	392	1.6877	0.1095	1.6877	1.2991
No log	4.5287	394	1.7972	0.1373	1.7972	1.3406
No log	4.5517	396	2.0563	0.0913	2.0563	1.4340
No log	4.5747	398	2.0654	0.0913	2.0654	1.4372
No log	4.5977	400	1.9126	0.0797	1.9126	1.3830
No log	4.6207	402	1.5685	0.1639	1.5685	1.2524
No log	4.6437	404	1.3747	0.1004	1.3747	1.1725
No log	4.6667	406	1.3798	0.0572	1.3798	1.1747
No log	4.6897	408	1.5566	0.1513	1.5566	1.2477
No log	4.7126	410	1.6902	0.1917	1.6902	1.3001
No log	4.7356	412	1.6540	0.1689	1.6540	1.2861
No log	4.7586	414	1.5169	0.1547	1.5169	1.2316
No log	4.7816	416	1.4451	0.0750	1.4451	1.2021
No log	4.8046	418	1.5154	0.0672	1.5154	1.2310
No log	4.8276	420	1.5545	0.0359	1.5545	1.2468
No log	4.8506	422	1.5918	0.1465	1.5918	1.2617
No log	4.8736	424	1.6884	0.2036	1.6884	1.2994
No log	4.8966	426	1.7325	0.2262	1.7325	1.3162
No log	4.9195	428	1.6516	0.2036	1.6516	1.2851
No log	4.9425	430	1.5299	0.2092	1.5299	1.2369
No log	4.9655	432	1.6609	0.2447	1.6609	1.2888
No log	4.9885	434	1.8415	0.1090	1.8415	1.3570
No log	5.0115	436	1.7314	0.1282	1.7314	1.3158
No log	5.0345	438	1.5642	0.2569	1.5642	1.2507
No log	5.0575	440	1.4386	0.1929	1.4386	1.1994
No log	5.0805	442	1.4130	0.2309	1.4130	1.1887
No log	5.1034	444	1.4055	0.2309	1.4055	1.1856
No log	5.1264	446	1.2449	0.1441	1.2449	1.1158
No log	5.1494	448	1.1713	0.2072	1.1713	1.0823
No log	5.1724	450	1.1819	0.1645	1.1819	1.0872
No log	5.1954	452	1.2306	0.0880	1.2306	1.1093
No log	5.2184	454	1.4551	0.2105	1.4551	1.2063
No log	5.2414	456	1.7669	0.1768	1.7669	1.3292
No log	5.2644	458	1.8070	0.1768	1.8070	1.3442
No log	5.2874	460	1.6252	0.1689	1.6252	1.2748
No log	5.3103	462	1.5536	0.2197	1.5536	1.2464
No log	5.3333	464	1.6411	0.1841	1.6411	1.2811
No log	5.3563	466	1.6222	0.1841	1.6222	1.2737
No log	5.3793	468	1.6158	0.1689	1.6158	1.2711
No log	5.4023	470	1.4472	0.0969	1.4472	1.2030
No log	5.4253	472	1.3616	0.0943	1.3616	1.1669
No log	5.4483	474	1.4328	0.0969	1.4328	1.1970
No log	5.4713	476	1.4692	0.1311	1.4692	1.2121
No log	5.4943	478	1.5737	0.1158	1.5737	1.2545
No log	5.5172	480	1.6543	0.1689	1.6543	1.2862
No log	5.5402	482	1.8289	0.1260	1.8289	1.3524
No log	5.5632	484	2.0555	0.0893	2.0555	1.4337
No log	5.5862	486	2.0955	0.0777	2.0955	1.4476
No log	5.6092	488	2.0582	0.0893	2.0582	1.4346
No log	5.6322	490	1.9980	0.0777	1.9980	1.4135
No log	5.6552	492	1.8969	0.1391	1.8969	1.3773
No log	5.6782	494	1.6119	0.1802	1.6119	1.2696
No log	5.7011	496	1.3825	0.1840	1.3825	1.1758
No log	5.7241	498	1.3503	0.1316	1.3503	1.1620
0.3824	5.7471	500	1.4347	0.0600	1.4347	1.1978
0.3824	5.7701	502	1.6604	0.2036	1.6604	1.2886
0.3824	5.7931	504	1.7786	0.2105	1.7786	1.3336
0.3824	5.8161	506	1.7458	0.2105	1.7458	1.3213
0.3824	5.8391	508	1.5771	0.1465	1.5771	1.2558
0.3824	5.8621	510	1.4709	0.0600	1.4709	1.2128
0.3824	5.8851	512	1.4516	0.1011	1.4516	1.2048
0.3824	5.9080	514	1.5042	0.0933	1.5042	1.2265
0.3824	5.9310	516	1.6190	0.1718	1.6190	1.2724
0.3824	5.9540	518	1.6847	0.2230	1.6847	1.2980
0.3824	5.9770	520	1.5858	0.1760	1.5858	1.2593
0.3824	6.0	522	1.3944	0.1112	1.3944	1.1808
0.3824	6.0230	524	1.3492	0.1898	1.3492	1.1615
0.3824	6.0460	526	1.4305	0.2055	1.4305	1.1960
0.3824	6.0690	528	1.7065	0.1917	1.7065	1.3063
0.3824	6.0920	530	1.9758	0.1178	1.9758	1.4056
0.3824	6.1149	532	1.8754	0.1126	1.8754	1.3695
0.3824	6.1379	534	1.6121	0.2230	1.6121	1.2697
0.3824	6.1609	536	1.3951	0.1202	1.3951	1.1811
0.3824	6.1839	538	1.3605	0.1202	1.3605	1.1664
0.3824	6.2069	540	1.3038	0.2665	1.3038	1.1418
0.3824	6.2299	542	1.3109	0.1637	1.3109	1.1449
0.3824	6.2529	544	1.4190	0.0871	1.4190	1.1912
0.3824	6.2759	546	1.6180	0.1647	1.6180	1.2720
0.3824	6.2989	548	1.7219	0.1541	1.7219	1.3122
0.3824	6.3218	550	1.6655	0.1647	1.6655	1.2905
0.3824	6.3448	552	1.4549	0.1447	1.4549	1.2062
0.3824	6.3678	554	1.3645	0.1219	1.3645	1.1681
0.3824	6.3908	556	1.4126	0.1379	1.4126	1.1885
0.3824	6.4138	558	1.4855	0.1427	1.4855	1.2188
0.3824	6.4368	560	1.5749	0.1628	1.5749	1.2549
0.3824	6.4598	562	1.5988	0.1674	1.5988	1.2644
0.3824	6.4828	564	1.4753	0.1751	1.4753	1.2146
0.3824	6.5057	566	1.3090	0.1440	1.3090	1.1441
0.3824	6.5287	568	1.2145	0.1479	1.2145	1.1020
0.3824	6.5517	570	1.2595	0.2387	1.2595	1.1223
0.3824	6.5747	572	1.4919	0.2498	1.4919	1.2214
0.3824	6.5977	574	1.8317	0.1305	1.8317	1.3534
0.3824	6.6207	576	2.0906	0.1379	2.0906	1.4459
0.3824	6.6437	578	2.0025	0.1549	2.0025	1.4151
0.3824	6.6667	580	1.6439	0.1882	1.6439	1.2821
0.3824	6.6897	582	1.2804	0.1892	1.2804	1.1316
0.3824	6.7126	584	1.1962	0.2207	1.1962	1.0937
0.3824	6.7356	586	1.1958	0.1479	1.1958	1.0935
0.3824	6.7586	588	1.2640	0.1896	1.2640	1.1243
0.3824	6.7816	590	1.4115	0.1796	1.4115	1.1880
0.3824	6.8046	592	1.5776	0.2105	1.5776	1.2560
0.3824	6.8276	594	1.6371	0.1768	1.6371	1.2795
0.3824	6.8506	596	1.5456	0.2197	1.5456	1.2432
0.3824	6.8736	598	1.4697	0.2197	1.4697	1.2123
0.3824	6.8966	600	1.3808	0.1929	1.3808	1.1751
0.3824	6.9195	602	1.3501	0.2424	1.3501	1.1619
0.3824	6.9425	604	1.4016	0.1929	1.4016	1.1839
0.3824	6.9655	606	1.4945	0.2197	1.4945	1.2225
0.3824	6.9885	608	1.5117	0.2197	1.5117	1.2295
0.3824	7.0115	610	1.4702	0.1922	1.4702	1.2125
0.3824	7.0345	612	1.4492	0.1796	1.4492	1.2038
0.3824	7.0575	614	1.4312	0.2028	1.4312	1.1963
0.3824	7.0805	616	1.3335	0.0887	1.3335	1.1548
0.3824	7.1034	618	1.3057	0.1053	1.3057	1.1427
0.3824	7.1264	620	1.3894	0.0887	1.3894	1.1787
0.3824	7.1494	622	1.4981	0.1604	1.4981	1.2240
0.3824	7.1724	624	1.5107	0.1604	1.5107	1.2291
0.3824	7.1954	626	1.4570	0.1439	1.4570	1.2071
0.3824	7.2184	628	1.4005	0.1031	1.4005	1.1834
0.3824	7.2414	630	1.4752	0.1364	1.4752	1.2146
0.3824	7.2644	632	1.5823	0.1841	1.5823	1.2579
0.3824	7.2874	634	1.5557	0.1841	1.5557	1.2473
0.3824	7.3103	636	1.4512	0.1513	1.4512	1.2047
0.3824	7.3333	638	1.3897	0.1758	1.3897	1.1789
0.3824	7.3563	640	1.3723	0.1713	1.3723	1.1714
0.3824	7.3793	642	1.5297	0.2105	1.5297	1.2368
0.3824	7.4023	644	1.6783	0.1768	1.6783	1.2955
0.3824	7.4253	646	1.6712	0.1806	1.6712	1.2928
0.3824	7.4483	648	1.6317	0.2293	1.6317	1.2774
0.3824	7.4713	650	1.6768	0.1806	1.6768	1.2949
0.3824	7.4943	652	1.6619	0.2105	1.6619	1.2891
0.3824	7.5172	654	1.6757	0.2105	1.6757	1.2945
0.3824	7.5402	656	1.7180	0.2105	1.7180	1.3107
0.3824	7.5632	658	1.6562	0.2105	1.6562	1.2870
0.3824	7.5862	660	1.5911	0.1465	1.5911	1.2614
0.3824	7.6092	662	1.5048	0.1364	1.5048	1.2267
0.3824	7.6322	664	1.4182	0.1098	1.4182	1.1909
0.3824	7.6552	666	1.3865	0.1098	1.3865	1.1775
0.3824	7.6782	668	1.3563	0.1098	1.3563	1.1646
0.3824	7.7011	670	1.4614	0.1364	1.4614	1.2089
0.3824	7.7241	672	1.5456	0.1364	1.5456	1.2432
0.3824	7.7471	674	1.5635	0.1364	1.5635	1.2504
0.3824	7.7701	676	1.4755	0.1256	1.4755	1.2147
0.3824	7.7931	678	1.4023	0.0943	1.4023	1.1842
0.3824	7.8161	680	1.3688	0.0619	1.3688	1.1699
0.3824	7.8391	682	1.3639	0.0525	1.3639	1.1679
0.3824	7.8621	684	1.4109	0.1283	1.4109	1.1878
0.3824	7.8851	686	1.5474	0.1513	1.5474	1.2440
0.3824	7.9080	688	1.6053	0.2071	1.6053	1.2670
0.3824	7.9310	690	1.6815	0.1768	1.6815	1.2967
0.3824	7.9540	692	1.8096	0.1768	1.8096	1.3452
0.3824	7.9770	694	1.7017	0.1768	1.7017	1.3045
0.3824	8.0	696	1.6140	0.1802	1.6140	1.2704
0.3824	8.0230	698	1.5741	0.1465	1.5741	1.2546
0.3824	8.0460	700	1.5279	0.1364	1.5279	1.2361
0.3824	8.0690	702	1.4691	0.1364	1.4691	1.2121
0.3824	8.0920	704	1.4260	0.0969	1.4260	1.1942
0.3824	8.1149	706	1.3716	0.0987	1.3716	1.1711
0.3824	8.1379	708	1.4176	0.1283	1.4176	1.1907
0.3824	8.1609	710	1.4684	0.1498	1.4684	1.2118
0.3824	8.1839	712	1.6781	0.1768	1.6781	1.2954
0.3824	8.2069	714	2.0056	0.0747	2.0056	1.4162
0.3824	8.2299	716	2.0989	0.1178	2.0989	1.4488
0.3824	8.2529	718	1.8747	0.1442	1.8747	1.3692
0.3824	8.2759	720	1.5532	0.1364	1.5532	1.2463
0.3824	8.2989	722	1.3222	0.1219	1.3222	1.1499
0.3824	8.3218	724	1.2905	0.0887	1.2905	1.1360
0.3824	8.3448	726	1.3465	0.0943	1.3465	1.1604
0.3824	8.3678	728	1.5328	0.1416	1.5328	1.2381
0.3824	8.3908	730	1.6688	0.1841	1.6688	1.2918
0.3824	8.4138	732	1.5973	0.1841	1.5973	1.2638
0.3824	8.4368	734	1.5550	0.1841	1.5550	1.2470
0.3824	8.4598	736	1.5719	0.1802	1.5719	1.2537
0.3824	8.4828	738	1.6583	0.2071	1.6583	1.2877
0.3824	8.5057	740	1.5832	0.1841	1.5832	1.2583
0.3824	8.5287	742	1.4893	0.1840	1.4893	1.2204
0.3824	8.5517	744	1.4781	0.2012	1.4781	1.2158
0.3824	8.5747	746	1.5209	0.1840	1.5209	1.2332
0.3824	8.5977	748	1.6073	0.1841	1.6073	1.2678
0.3824	8.6207	750	1.6918	0.2071	1.6918	1.3007
0.3824	8.6437	752	1.6268	0.1841	1.6268	1.2755
0.3824	8.6667	754	1.5299	0.1364	1.5299	1.2369
0.3824	8.6897	756	1.4264	0.1254	1.4264	1.1943
0.3824	8.7126	758	1.4112	0.1254	1.4112	1.1879
0.3824	8.7356	760	1.4905	0.1704	1.4905	1.2209
0.3824	8.7586	762	1.5508	0.1840	1.5508	1.2453
0.3824	8.7816	764	1.6329	0.1760	1.6329	1.2778
0.3824	8.8046	766	1.5370	0.1840	1.5370	1.2398
0.3824	8.8276	768	1.4328	0.1604	1.4328	1.1970
0.3824	8.8506	770	1.3337	0.0619	1.3337	1.1549
0.3824	8.8736	772	1.3347	0.0943	1.3347	1.1553
0.3824	8.8966	774	1.3811	0.1254	1.3811	1.1752
0.3824	8.9195	776	1.5059	0.1840	1.5059	1.2272
0.3824	8.9425	778	1.6355	0.1841	1.6355	1.2789
0.3824	8.9655	780	1.6723	0.2071	1.6723	1.2932
0.3824	8.9885	782	1.7018	0.1729	1.7018	1.3045
0.3824	9.0115	784	1.5639	0.1674	1.5639	1.2506
0.3824	9.0345	786	1.4853	0.2012	1.4853	1.2187
0.3824	9.0575	788	1.4491	0.2012	1.4491	1.2038
0.3824	9.0805	790	1.4084	0.1704	1.4084	1.1868
0.3824	9.1034	792	1.3623	0.0619	1.3623	1.1672
0.3824	9.1264	794	1.4055	0.0619	1.4055	1.1856
0.3824	9.1494	796	1.4541	0.0619	1.4541	1.2059
0.3824	9.1724	798	1.5009	0.0600	1.5009	1.2251
0.3824	9.1954	800	1.5869	0.1704	1.5869	1.2597
0.3824	9.2184	802	1.6321	0.1840	1.6321	1.2776
0.3824	9.2414	804	1.6847	0.1922	1.6847	1.2980
0.3824	9.2644	806	1.7043	0.1647	1.7043	1.3055
0.3824	9.2874	808	1.7503	0.1768	1.7503	1.3230
0.3824	9.3103	810	1.6428	0.1999	1.6428	1.2817
0.3824	9.3333	812	1.5701	0.1882	1.5701	1.2530
0.3824	9.3563	814	1.5146	0.1628	1.5146	1.2307
0.3824	9.3793	816	1.3436	0.1340	1.3436	1.1592
0.3824	9.4023	818	1.2692	0.0937	1.2692	1.1266
0.3824	9.4253	820	1.2727	0.1219	1.2727	1.1281
0.3824	9.4483	822	1.3752	0.1198	1.3752	1.1727
0.3824	9.4713	824	1.4629	0.1531	1.4629	1.2095
0.3824	9.4943	826	1.4254	0.1031	1.4254	1.1939
0.3824	9.5172	828	1.3533	0.1138	1.3533	1.1633
0.3824	9.5402	830	1.3021	0.1692	1.3021	1.1411
0.3824	9.5632	832	1.2971	0.1692	1.2971	1.1389
0.3824	9.5862	834	1.3332	0.1687	1.3332	1.1546
0.3824	9.6092	836	1.3901	0.1254	1.3901	1.1790
0.3824	9.6322	838	1.4510	0.1076	1.4510	1.2046
0.3824	9.6552	840	1.5109	0.1704	1.5109	1.2292
0.3824	9.6782	842	1.5037	0.1427	1.5037	1.2263
0.3824	9.7011	844	1.3869	0.1497	1.3869	1.1777
0.3824	9.7241	846	1.2936	0.0880	1.2936	1.1374
0.3824	9.7471	848	1.2583	0.1048	1.2583	1.1218
0.3824	9.7701	850	1.2999	0.0880	1.2999	1.1401
0.3824	9.7931	852	1.4975	0.1882	1.4975	1.2237
0.3824	9.8161	854	1.6763	0.2230	1.6763	1.2947
0.3824	9.8391	856	1.6602	0.2230	1.6602	1.2885
0.3824	9.8621	858	1.5119	0.1882	1.5119	1.2296
0.3824	9.8851	860	1.4072	0.1311	1.4072	1.1863
0.3824	9.9080	862	1.2887	0.2535	1.2887	1.1352
0.3824	9.9310	864	1.2934	0.2535	1.2934	1.1373
0.3824	9.9540	866	1.3736	0.2032	1.3736	1.1720
0.3824	9.9770	868	1.4778	0.1364	1.4778	1.2157
0.3824	10.0	870	1.5121	0.1465	1.5121	1.2297
0.3824	10.0230	872	1.5698	0.1465	1.5698	1.2529
0.3824	10.0460	874	1.4798	0.1480	1.4798	1.2165
0.3824	10.0690	876	1.3206	0.1477	1.3206	1.1492
0.3824	10.0920	878	1.2470	0.0802	1.2470	1.1167
0.3824	10.1149	880	1.2211	0.0802	1.2211	1.1051
0.3824	10.1379	882	1.2334	0.0880	1.2334	1.1106
0.3824	10.1609	884	1.3137	0.1404	1.3137	1.1462
0.3824	10.1839	886	1.5048	0.2090	1.5048	1.2267
0.3824	10.2069	888	1.7499	0.1953	1.7499	1.3228
0.3824	10.2299	890	1.8290	0.1739	1.8290	1.3524
0.3824	10.2529	892	1.5432	0.2230	1.5432	1.2423
0.3824	10.2759	894	1.3939	0.1751	1.3939	1.1806
0.3824	10.2989	896	1.3942	0.1704	1.3942	1.1807
0.3824	10.3218	898	1.4479	0.1580	1.4479	1.2033
0.3824	10.3448	900	1.4194	0.1138	1.4194	1.1914
0.3824	10.3678	902	1.3571	0.0721	1.3571	1.1649
0.3824	10.3908	904	1.3224	0.1316	1.3224	1.1500
0.3824	10.4138	906	1.3537	0.1637	1.3537	1.1635
0.3824	10.4368	908	1.4709	0.1604	1.4709	1.2128
0.3824	10.4598	910	1.6210	0.1999	1.6210	1.2732
0.3824	10.4828	912	1.7140	0.2105	1.7140	1.3092
0.3824	10.5057	914	1.6161	0.2230	1.6161	1.2712
0.3824	10.5287	916	1.4080	0.1427	1.4080	1.1866
0.3824	10.5517	918	1.2837	0.1379	1.2837	1.1330
0.3824	10.5747	920	1.2433	0.0711	1.2433	1.1151
0.3824	10.5977	922	1.2627	0.0721	1.2627	1.1237
0.3824	10.6207	924	1.3721	0.1497	1.3721	1.1714
0.3824	10.6437	926	1.5476	0.1999	1.5476	1.2440
0.3824	10.6667	928	1.7819	0.2535	1.7819	1.3349
0.3824	10.6897	930	1.8813	0.2435	1.8813	1.3716
0.3824	10.7126	932	1.8127	0.2535	1.8127	1.3464
0.3824	10.7356	934	1.6330	0.2262	1.6330	1.2779
0.3824	10.7586	936	1.4648	0.1882	1.4648	1.2103
0.3824	10.7816	938	1.3846	0.1838	1.3846	1.1767
0.3824	10.8046	940	1.3421	0.0778	1.3421	1.1585
0.3824	10.8276	942	1.4012	0.1935	1.4012	1.1837
0.3824	10.8506	944	1.6021	0.2230	1.6021	1.2657
0.3824	10.8736	946	1.8787	0.1913	1.8787	1.3706
0.3824	10.8966	948	1.9875	0.1262	1.9875	1.4098
0.3824	10.9195	950	1.8701	0.1525	1.8701	1.3675
0.3824	10.9425	952	1.5571	0.2230	1.5571	1.2478
0.3824	10.9655	954	1.3244	0.2317	1.3244	1.1508
0.3824	10.9885	956	1.2371	0.1641	1.2371	1.1122
0.3824	11.0115	958	1.2457	0.1479	1.2457	1.1161
0.3824	11.0345	960	1.3163	0.1188	1.3163	1.1473
0.3824	11.0575	962	1.3243	0.1058	1.3243	1.1508
0.3824	11.0805	964	1.3220	0.0721	1.3220	1.1498
0.3824	11.1034	966	1.3519	0.0721	1.3519	1.1627
0.3824	11.1264	968	1.4495	0.1198	1.4495	1.2040
0.3824	11.1494	970	1.5237	0.1751	1.5237	1.2344
0.3824	11.1724	972	1.4575	0.1480	1.4575	1.2073
0.3824	11.1954	974	1.3049	0.1316	1.3049	1.1423
0.3824	11.2184	976	1.1905	0.1048	1.1905	1.0911
0.3824	11.2414	978	1.1778	0.1048	1.1778	1.0853
0.3824	11.2644	980	1.2432	0.1479	1.2432	1.1150
0.3824	11.2874	982	1.4267	0.2647	1.4267	1.1945
0.3824	11.3103	984	1.7754	0.1953	1.7754	1.3325
0.3824	11.3333	986	2.0060	0.1748	2.0060	1.4163
0.3824	11.3563	988	2.0018	0.1748	2.0018	1.4149
0.3824	11.3793	990	1.8285	0.1979	1.8285	1.3522
0.3824	11.4023	992	1.5246	0.2262	1.5246	1.2348
0.3824	11.4253	994	1.4019	0.2574	1.4019	1.1840
0.3824	11.4483	996	1.3936	0.2574	1.3936	1.1805
0.3824	11.4713	998	1.4187	0.2863	1.4187	1.1911
0.078	11.4943	1000	1.5083	0.2262	1.5083	1.2281
0.078	11.5172	1002	1.5964	0.2105	1.5964	1.2635
0.078	11.5402	1004	1.6006	0.2105	1.6006	1.2652
0.078	11.5632	1006	1.4794	0.2262	1.4794	1.2163
0.078	11.5862	1008	1.4902	0.2262	1.4902	1.2207
0.078	11.6092	1010	1.4794	0.2424	1.4794	1.2163
0.078	11.6322	1012	1.4741	0.2542	1.4741	1.2141
0.078	11.6552	1014	1.5626	0.2262	1.5626	1.2500
0.078	11.6782	1016	1.6247	0.2105	1.6247	1.2746
0.078	11.7011	1018	1.7015	0.1768	1.7015	1.3044
0.078	11.7241	1020	1.6375	0.2424	1.6375	1.2797
0.078	11.7471	1022	1.7097	0.2071	1.7097	1.3075
0.078	11.7701	1024	1.8363	0.1739	1.8363	1.3551
0.078	11.7931	1026	1.7515	0.1917	1.7515	1.3235
0.078	11.8161	1028	1.6030	0.2394	1.6030	1.2661
0.078	11.8391	1030	1.5260	0.2251	1.5260	1.2353
0.078	11.8621	1032	1.5516	0.2162	1.5516	1.2456
0.078	11.8851	1034	1.5262	0.2127	1.5262	1.2354
0.078	11.9080	1036	1.5393	0.2127	1.5393	1.2407
0.078	11.9310	1038	1.5405	0.1922	1.5405	1.2412

Framework versions

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