ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k19_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: 1.0949
• Qwk: 0.6208
• Mse: 1.0949
• Rmse: 1.0464

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	0.0225	2	2.2408	-0.0487	2.2408	1.4969
No log	0.0449	4	1.8945	-0.0005	1.8945	1.3764
No log	0.0674	6	1.6307	0.0785	1.6307	1.2770
No log	0.0899	8	1.4466	0.1197	1.4466	1.2027
No log	0.1124	10	1.3039	0.2094	1.3039	1.1419
No log	0.1348	12	1.2680	0.1888	1.2680	1.1261
No log	0.1573	14	1.2394	0.1715	1.2394	1.1133
No log	0.1798	16	1.2453	0.1661	1.2453	1.1159
No log	0.2022	18	1.2156	0.1456	1.2156	1.1025
No log	0.2247	20	1.1929	0.1661	1.1929	1.0922
No log	0.2472	22	1.2298	0.1827	1.2298	1.1090
No log	0.2697	24	1.2265	0.1827	1.2265	1.1075
No log	0.2921	26	1.1820	0.2804	1.1820	1.0872
No log	0.3146	28	1.2024	0.2581	1.2024	1.0966
No log	0.3371	30	1.1870	0.2695	1.1870	1.0895
No log	0.3596	32	1.1848	0.2590	1.1848	1.0885
No log	0.3820	34	1.1830	0.2514	1.1830	1.0876
No log	0.4045	36	1.1938	0.2819	1.1938	1.0926
No log	0.4270	38	1.2386	0.2886	1.2386	1.1129
No log	0.4494	40	1.2852	0.3222	1.2852	1.1337
No log	0.4719	42	1.3283	0.3230	1.3283	1.1525
No log	0.4944	44	1.2919	0.3130	1.2919	1.1366
No log	0.5169	46	1.2343	0.2933	1.2343	1.1110
No log	0.5393	48	1.1658	0.3393	1.1658	1.0797
No log	0.5618	50	1.2087	0.3884	1.2087	1.0994
No log	0.5843	52	1.1913	0.3507	1.1913	1.0915
No log	0.6067	54	1.2092	0.3071	1.2092	1.0997
No log	0.6292	56	1.2894	0.2908	1.2894	1.1355
No log	0.6517	58	1.5232	0.3551	1.5232	1.2342
No log	0.6742	60	1.5906	0.3389	1.5906	1.2612
No log	0.6966	62	1.4352	0.3268	1.4352	1.1980
No log	0.7191	64	1.2037	0.4042	1.2037	1.0971
No log	0.7416	66	1.0398	0.4424	1.0398	1.0197
No log	0.7640	68	1.0395	0.4336	1.0395	1.0195
No log	0.7865	70	1.0217	0.4426	1.0217	1.0108
No log	0.8090	72	0.9976	0.4579	0.9976	0.9988
No log	0.8315	74	1.0079	0.5113	1.0079	1.0039
No log	0.8539	76	1.0838	0.4488	1.0838	1.0410
No log	0.8764	78	1.1283	0.4139	1.1283	1.0622
No log	0.8989	80	1.0750	0.4760	1.0750	1.0368
No log	0.9213	82	1.0550	0.4923	1.0550	1.0271
No log	0.9438	84	1.0987	0.4561	1.0987	1.0482
No log	0.9663	86	1.1950	0.4478	1.1950	1.0931
No log	0.9888	88	1.2264	0.4374	1.2264	1.1074
No log	1.0112	90	1.4818	0.3690	1.4818	1.2173
No log	1.0337	92	1.7395	0.3553	1.7395	1.3189
No log	1.0562	94	1.8814	0.2245	1.8814	1.3716
No log	1.0787	96	1.7645	0.2767	1.7645	1.3283
No log	1.1011	98	1.5031	0.2995	1.5031	1.2260
No log	1.1236	100	1.2491	0.3353	1.2491	1.1176
No log	1.1461	102	1.2475	0.3241	1.2475	1.1169
No log	1.1685	104	1.4056	0.2874	1.4056	1.1856
No log	1.1910	106	1.7309	0.2423	1.7309	1.3156
No log	1.2135	108	1.9052	0.2126	1.9052	1.3803
No log	1.2360	110	1.9564	0.1869	1.9564	1.3987
No log	1.2584	112	1.7844	0.2758	1.7844	1.3358
No log	1.2809	114	1.4486	0.4120	1.4486	1.2036
No log	1.3034	116	1.2014	0.4264	1.2014	1.0961
No log	1.3258	118	1.0964	0.4340	1.0964	1.0471
No log	1.3483	120	1.1281	0.4445	1.1281	1.0621
No log	1.3708	122	1.2997	0.4792	1.2997	1.1401
No log	1.3933	124	1.2927	0.5111	1.2927	1.1370
No log	1.4157	126	1.3437	0.4471	1.3437	1.1592
No log	1.4382	128	1.3463	0.4604	1.3463	1.1603
No log	1.4607	130	1.4817	0.4612	1.4817	1.2173
No log	1.4831	132	1.5754	0.4399	1.5754	1.2552
No log	1.5056	134	1.6059	0.4326	1.6059	1.2672
No log	1.5281	136	1.7388	0.3955	1.7388	1.3186
No log	1.5506	138	1.7880	0.3239	1.7880	1.3372
No log	1.5730	140	1.6529	0.3255	1.6529	1.2856
No log	1.5955	142	1.5422	0.2609	1.5422	1.2418
No log	1.6180	144	1.4693	0.1896	1.4693	1.2121
No log	1.6404	146	1.3115	0.2486	1.3115	1.1452
No log	1.6629	148	1.2149	0.3175	1.2149	1.1022
No log	1.6854	150	1.2395	0.4635	1.2395	1.1133
No log	1.7079	152	1.5008	0.4485	1.5008	1.2251
No log	1.7303	154	1.5883	0.4528	1.5883	1.2603
No log	1.7528	156	1.4828	0.4297	1.4828	1.2177
No log	1.7753	158	1.5442	0.4453	1.5442	1.2427
No log	1.7978	160	1.6153	0.4638	1.6153	1.2709
No log	1.8202	162	1.5501	0.5061	1.5501	1.2450
No log	1.8427	164	1.4368	0.5067	1.4368	1.1987
No log	1.8652	166	1.2877	0.5468	1.2877	1.1348
No log	1.8876	168	1.1471	0.5412	1.1471	1.0710
No log	1.9101	170	1.0323	0.5886	1.0323	1.0160
No log	1.9326	172	0.9946	0.5827	0.9946	0.9973
No log	1.9551	174	0.9640	0.5703	0.9640	0.9818
No log	1.9775	176	0.9204	0.5454	0.9204	0.9594
No log	2.0	178	0.9707	0.5899	0.9707	0.9853
No log	2.0225	180	1.0104	0.5602	1.0104	1.0052
No log	2.0449	182	1.0485	0.5595	1.0485	1.0239
No log	2.0674	184	1.1422	0.5457	1.1422	1.0687
No log	2.0899	186	1.1662	0.5447	1.1662	1.0799
No log	2.1124	188	1.2920	0.5442	1.2920	1.1367
No log	2.1348	190	1.4059	0.5232	1.4059	1.1857
No log	2.1573	192	1.4370	0.5024	1.4370	1.1987
No log	2.1798	194	1.2307	0.5283	1.2307	1.1094
No log	2.2022	196	0.9928	0.5586	0.9928	0.9964
No log	2.2247	198	0.9175	0.5765	0.9175	0.9579
No log	2.2472	200	0.9483	0.5753	0.9483	0.9738
No log	2.2697	202	1.1081	0.5447	1.1081	1.0526
No log	2.2921	204	1.4620	0.5061	1.4620	1.2091
No log	2.3146	206	1.7137	0.4587	1.7137	1.3091
No log	2.3371	208	1.7144	0.4584	1.7144	1.3094
No log	2.3596	210	1.5214	0.5037	1.5214	1.2334
No log	2.3820	212	1.3219	0.5422	1.3219	1.1497
No log	2.4045	214	1.1975	0.5322	1.1975	1.0943
No log	2.4270	216	1.2041	0.5114	1.2041	1.0973
No log	2.4494	218	1.3475	0.5254	1.3475	1.1608
No log	2.4719	220	1.4050	0.4882	1.4050	1.1853
No log	2.4944	222	1.3287	0.5514	1.3287	1.1527
No log	2.5169	224	1.2140	0.5442	1.2140	1.1018
No log	2.5393	226	1.1606	0.5552	1.1606	1.0773
No log	2.5618	228	1.2355	0.5561	1.2355	1.1115
No log	2.5843	230	1.4152	0.5414	1.4152	1.1896
No log	2.6067	232	1.5769	0.4855	1.5769	1.2558
No log	2.6292	234	1.4698	0.4685	1.4698	1.2123
No log	2.6517	236	1.2153	0.5336	1.2153	1.1024
No log	2.6742	238	0.9967	0.5167	0.9967	0.9983
No log	2.6966	240	0.9030	0.5171	0.9030	0.9503
No log	2.7191	242	0.8869	0.5331	0.8869	0.9418
No log	2.7416	244	0.9315	0.5545	0.9315	0.9652
No log	2.7640	246	1.0751	0.5156	1.0751	1.0369
No log	2.7865	248	1.3367	0.4426	1.3367	1.1561
No log	2.8090	250	1.7293	0.3941	1.7293	1.3150
No log	2.8315	252	2.0122	0.3800	2.0122	1.4185
No log	2.8539	254	2.0500	0.3819	2.0500	1.4318
No log	2.8764	256	1.9319	0.3729	1.9319	1.3899
No log	2.8989	258	1.8002	0.4139	1.8002	1.3417
No log	2.9213	260	1.7104	0.4252	1.7104	1.3078
No log	2.9438	262	1.6796	0.4324	1.6796	1.2960
No log	2.9663	264	1.5828	0.4443	1.5828	1.2581
No log	2.9888	266	1.4005	0.4996	1.4005	1.1834
No log	3.0112	268	1.3050	0.5705	1.3050	1.1424
No log	3.0337	270	1.2816	0.5661	1.2816	1.1321
No log	3.0562	272	1.3187	0.5777	1.3187	1.1483
No log	3.0787	274	1.4820	0.5411	1.4820	1.2174
No log	3.1011	276	1.5587	0.4832	1.5587	1.2485
No log	3.1236	278	1.4849	0.4850	1.4849	1.2186
No log	3.1461	280	1.3068	0.5454	1.3068	1.1431
No log	3.1685	282	1.1456	0.5349	1.1456	1.0703
No log	3.1910	284	1.1404	0.5346	1.1404	1.0679
No log	3.2135	286	1.2660	0.4880	1.2660	1.1252
No log	3.2360	288	1.4545	0.4477	1.4545	1.2060
No log	3.2584	290	1.4947	0.4619	1.4947	1.2226
No log	3.2809	292	1.4421	0.4746	1.4421	1.2009
No log	3.3034	294	1.5175	0.4808	1.5175	1.2319
No log	3.3258	296	1.5479	0.4793	1.5479	1.2442
No log	3.3483	298	1.4095	0.4895	1.4095	1.1872
No log	3.3708	300	1.3777	0.4895	1.3777	1.1737
No log	3.3933	302	1.4482	0.4637	1.4482	1.2034
No log	3.4157	304	1.4350	0.4637	1.4350	1.1979
No log	3.4382	306	1.5228	0.4511	1.5228	1.2340
No log	3.4607	308	1.5997	0.4463	1.5997	1.2648
No log	3.4831	310	1.5699	0.4463	1.5699	1.2530
No log	3.5056	312	1.3898	0.4958	1.3898	1.1789
No log	3.5281	314	1.2486	0.5444	1.2486	1.1174
No log	3.5506	316	1.2184	0.5622	1.2184	1.1038
No log	3.5730	318	1.2482	0.5502	1.2482	1.1172
No log	3.5955	320	1.2901	0.5362	1.2901	1.1358
No log	3.6180	322	1.2624	0.5256	1.2624	1.1235
No log	3.6404	324	1.2571	0.5087	1.2571	1.1212
No log	3.6629	326	1.2512	0.5015	1.2512	1.1186
No log	3.6854	328	1.1630	0.5260	1.1630	1.0784
No log	3.7079	330	1.1257	0.5138	1.1257	1.0610
No log	3.7303	332	1.0877	0.5709	1.0877	1.0429
No log	3.7528	334	1.0420	0.5782	1.0420	1.0208
No log	3.7753	336	1.0099	0.5743	1.0099	1.0049
No log	3.7978	338	1.0278	0.5927	1.0278	1.0138
No log	3.8202	340	1.1030	0.5805	1.1030	1.0503
No log	3.8427	342	1.1868	0.5586	1.1868	1.0894
No log	3.8652	344	1.2551	0.5398	1.2551	1.1203
No log	3.8876	346	1.2990	0.5450	1.2990	1.1398
No log	3.9101	348	1.3561	0.5321	1.3561	1.1645
No log	3.9326	350	1.2781	0.5313	1.2781	1.1305
No log	3.9551	352	1.1332	0.5714	1.1332	1.0645
No log	3.9775	354	1.0184	0.6042	1.0184	1.0092
No log	4.0	356	0.9611	0.6076	0.9611	0.9804
No log	4.0225	358	0.9764	0.6248	0.9764	0.9881
No log	4.0449	360	1.0528	0.6177	1.0528	1.0261
No log	4.0674	362	1.1970	0.5909	1.1970	1.0941
No log	4.0899	364	1.2275	0.5800	1.2275	1.1079
No log	4.1124	366	1.0975	0.5857	1.0975	1.0476
No log	4.1348	368	0.9794	0.5881	0.9794	0.9896
No log	4.1573	370	0.9428	0.5873	0.9428	0.9710
No log	4.1798	372	0.9679	0.5600	0.9679	0.9838
No log	4.2022	374	1.0168	0.5719	1.0168	1.0084
No log	4.2247	376	1.0512	0.5445	1.0512	1.0253
No log	4.2472	378	1.1204	0.5556	1.1204	1.0585
No log	4.2697	380	1.2260	0.5661	1.2260	1.1073
No log	4.2921	382	1.2402	0.5619	1.2402	1.1136
No log	4.3146	384	1.1677	0.5549	1.1677	1.0806
No log	4.3371	386	1.0978	0.5893	1.0978	1.0478
No log	4.3596	388	1.1099	0.5836	1.1099	1.0535
No log	4.3820	390	1.1535	0.5724	1.1535	1.0740
No log	4.4045	392	1.2456	0.5568	1.2456	1.1161
No log	4.4270	394	1.3906	0.5149	1.3906	1.1793
No log	4.4494	396	1.5504	0.4966	1.5504	1.2452
No log	4.4719	398	1.5454	0.5042	1.5454	1.2431
No log	4.4944	400	1.4449	0.5201	1.4449	1.2021
No log	4.5169	402	1.2656	0.5585	1.2656	1.1250
No log	4.5393	404	1.0948	0.5747	1.0948	1.0463
No log	4.5618	406	1.0159	0.5733	1.0159	1.0079
No log	4.5843	408	1.0142	0.5593	1.0142	1.0071
No log	4.6067	410	1.1015	0.5736	1.1015	1.0495
No log	4.6292	412	1.1934	0.5214	1.1934	1.0924
No log	4.6517	414	1.2324	0.5214	1.2324	1.1101
No log	4.6742	416	1.2424	0.5362	1.2424	1.1146
No log	4.6966	418	1.2226	0.5671	1.2226	1.1057
No log	4.7191	420	1.1617	0.5779	1.1617	1.0778
No log	4.7416	422	1.1063	0.5734	1.1063	1.0518
No log	4.7640	424	1.1164	0.5857	1.1164	1.0566
No log	4.7865	426	1.1456	0.5963	1.1456	1.0703
No log	4.8090	428	1.1353	0.5957	1.1353	1.0655
No log	4.8315	430	1.0667	0.5842	1.0667	1.0328
No log	4.8539	432	0.9785	0.6159	0.9785	0.9892
No log	4.8764	434	0.9130	0.6162	0.9130	0.9555
No log	4.8989	436	0.8998	0.6284	0.8998	0.9486
No log	4.9213	438	0.9082	0.6290	0.9082	0.9530
No log	4.9438	440	0.9632	0.6145	0.9632	0.9814
No log	4.9663	442	1.0514	0.5897	1.0514	1.0254
No log	4.9888	444	1.1555	0.6099	1.1555	1.0749
No log	5.0112	446	1.2705	0.5695	1.2705	1.1272
No log	5.0337	448	1.2945	0.5407	1.2945	1.1378
No log	5.0562	450	1.3289	0.5499	1.3289	1.1528
No log	5.0787	452	1.2662	0.5715	1.2662	1.1253
No log	5.1011	454	1.2048	0.5767	1.2048	1.0977
No log	5.1236	456	1.0931	0.6039	1.0931	1.0455
No log	5.1461	458	1.0503	0.6009	1.0503	1.0248
No log	5.1685	460	1.0903	0.6034	1.0903	1.0442
No log	5.1910	462	1.1539	0.6049	1.1539	1.0742
No log	5.2135	464	1.2158	0.5808	1.2158	1.1026
No log	5.2360	466	1.1827	0.5926	1.1827	1.0875
No log	5.2584	468	1.1388	0.6154	1.1388	1.0672
No log	5.2809	470	1.0930	0.6361	1.0930	1.0455
No log	5.3034	472	0.9857	0.6326	0.9857	0.9928
No log	5.3258	474	0.9221	0.6508	0.9221	0.9603
No log	5.3483	476	0.9445	0.6321	0.9445	0.9718
No log	5.3708	478	0.9342	0.6420	0.9342	0.9665
No log	5.3933	480	0.9514	0.6321	0.9514	0.9754
No log	5.4157	482	0.9911	0.6244	0.9911	0.9955
No log	5.4382	484	1.0357	0.6230	1.0357	1.0177
No log	5.4607	486	1.1165	0.6196	1.1165	1.0567
No log	5.4831	488	1.1942	0.6024	1.1942	1.0928
No log	5.5056	490	1.2679	0.5715	1.2679	1.1260
No log	5.5281	492	1.2929	0.5632	1.2929	1.1370
No log	5.5506	494	1.3118	0.5632	1.3118	1.1453
No log	5.5730	496	1.2940	0.5428	1.2940	1.1376
No log	5.5955	498	1.2220	0.5822	1.2220	1.1054
0.3136	5.6180	500	1.2045	0.5822	1.2045	1.0975
0.3136	5.6404	502	1.1763	0.5746	1.1763	1.0846
0.3136	5.6629	504	1.1565	0.5840	1.1565	1.0754
0.3136	5.6854	506	1.0991	0.5927	1.0991	1.0484
0.3136	5.7079	508	1.0444	0.5955	1.0444	1.0220
0.3136	5.7303	510	1.0254	0.5976	1.0254	1.0126
0.3136	5.7528	512	1.0345	0.6150	1.0345	1.0171
0.3136	5.7753	514	1.0709	0.5995	1.0709	1.0348
0.3136	5.7978	516	1.0448	0.6296	1.0448	1.0222
0.3136	5.8202	518	1.0431	0.6326	1.0431	1.0213
0.3136	5.8427	520	1.0826	0.6054	1.0826	1.0405
0.3136	5.8652	522	1.1680	0.5820	1.1680	1.0807
0.3136	5.8876	524	1.2656	0.5538	1.2656	1.1250
0.3136	5.9101	526	1.3672	0.5540	1.3672	1.1693
0.3136	5.9326	528	1.3691	0.5587	1.3691	1.1701
0.3136	5.9551	530	1.2760	0.5234	1.2760	1.1296
0.3136	5.9775	532	1.1813	0.5494	1.1813	1.0869
0.3136	6.0	534	1.1457	0.5589	1.1457	1.0704
0.3136	6.0225	536	1.1385	0.5589	1.1385	1.0670
0.3136	6.0449	538	1.1642	0.5711	1.1642	1.0790
0.3136	6.0674	540	1.2151	0.5474	1.2151	1.1023
0.3136	6.0899	542	1.1748	0.5797	1.1748	1.0839
0.3136	6.1124	544	1.1364	0.6187	1.1364	1.0660
0.3136	6.1348	546	1.0666	0.6396	1.0666	1.0328
0.3136	6.1573	548	0.9859	0.6328	0.9859	0.9929
0.3136	6.1798	550	0.9519	0.6374	0.9519	0.9757
0.3136	6.2022	552	0.9517	0.6314	0.9517	0.9756
0.3136	6.2247	554	0.9521	0.6351	0.9521	0.9758
0.3136	6.2472	556	0.9760	0.6305	0.9760	0.9879
0.3136	6.2697	558	0.9872	0.6437	0.9872	0.9936
0.3136	6.2921	560	1.0463	0.6179	1.0463	1.0229
0.3136	6.3146	562	1.1594	0.6141	1.1594	1.0767
0.3136	6.3371	564	1.2191	0.6012	1.2191	1.1041
0.3136	6.3596	566	1.2062	0.6057	1.2062	1.0983
0.3136	6.3820	568	1.1869	0.6095	1.1869	1.0895
0.3136	6.4045	570	1.1487	0.5923	1.1487	1.0718
0.3136	6.4270	572	1.1007	0.5814	1.1007	1.0492
0.3136	6.4494	574	1.0843	0.5838	1.0843	1.0413
0.3136	6.4719	576	1.1129	0.5792	1.1129	1.0550
0.3136	6.4944	578	1.1180	0.5711	1.1180	1.0573
0.3136	6.5169	580	1.0996	0.5782	1.0996	1.0486
0.3136	6.5393	582	1.0455	0.5758	1.0455	1.0225
0.3136	6.5618	584	1.0220	0.5770	1.0220	1.0109
0.3136	6.5843	586	1.0629	0.5838	1.0629	1.0310
0.3136	6.6067	588	1.1617	0.5870	1.1617	1.0778
0.3136	6.6292	590	1.2253	0.5713	1.2253	1.1069
0.3136	6.6517	592	1.2204	0.5736	1.2204	1.1047
0.3136	6.6742	594	1.1800	0.5757	1.1800	1.0863
0.3136	6.6966	596	1.1563	0.5847	1.1563	1.0753
0.3136	6.7191	598	1.1065	0.5982	1.1065	1.0519
0.3136	6.7416	600	1.0341	0.6089	1.0341	1.0169
0.3136	6.7640	602	1.0058	0.6033	1.0058	1.0029
0.3136	6.7865	604	1.0244	0.6205	1.0244	1.0122
0.3136	6.8090	606	1.0713	0.6191	1.0713	1.0350
0.3136	6.8315	608	1.1553	0.5659	1.1553	1.0749
0.3136	6.8539	610	1.2624	0.5768	1.2624	1.1236
0.3136	6.8764	612	1.3299	0.5632	1.3299	1.1532
0.3136	6.8989	614	1.3601	0.5492	1.3601	1.1662
0.3136	6.9213	616	1.3303	0.5644	1.3303	1.1534
0.3136	6.9438	618	1.2691	0.5610	1.2691	1.1265
0.3136	6.9663	620	1.2414	0.5610	1.2414	1.1142
0.3136	6.9888	622	1.1909	0.5713	1.1909	1.0913
0.3136	7.0112	624	1.1335	0.5848	1.1335	1.0646
0.3136	7.0337	626	1.1215	0.5848	1.1215	1.0590
0.3136	7.0562	628	1.0993	0.5848	1.0993	1.0485
0.3136	7.0787	630	1.1143	0.5848	1.1143	1.0556
0.3136	7.1011	632	1.1407	0.5836	1.1407	1.0680
0.3136	7.1236	634	1.1292	0.5940	1.1292	1.0626
0.3136	7.1461	636	1.1273	0.5849	1.1273	1.0617
0.3136	7.1685	638	1.1194	0.5849	1.1194	1.0580
0.3136	7.1910	640	1.0828	0.5804	1.0828	1.0406
0.3136	7.2135	642	1.0733	0.5884	1.0733	1.0360
0.3136	7.2360	644	1.0719	0.5791	1.0719	1.0353
0.3136	7.2584	646	1.0894	0.5779	1.0894	1.0438
0.3136	7.2809	648	1.0931	0.5779	1.0931	1.0455
0.3136	7.3034	650	1.1356	0.5848	1.1356	1.0657
0.3136	7.3258	652	1.1773	0.5954	1.1773	1.0850
0.3136	7.3483	654	1.2029	0.5954	1.2029	1.0968
0.3136	7.3708	656	1.1821	0.5954	1.1821	1.0872
0.3136	7.3933	658	1.1604	0.5967	1.1604	1.0772
0.3136	7.4157	660	1.1370	0.6088	1.1370	1.0663
0.3136	7.4382	662	1.1177	0.5992	1.1177	1.0572
0.3136	7.4607	664	1.0984	0.5992	1.0984	1.0480
0.3136	7.4831	666	1.0954	0.5992	1.0954	1.0466
0.3136	7.5056	668	1.1187	0.5979	1.1187	1.0577
0.3136	7.5281	670	1.1537	0.5973	1.1537	1.0741
0.3136	7.5506	672	1.1778	0.5832	1.1778	1.0853
0.3136	7.5730	674	1.1493	0.5767	1.1493	1.0720
0.3136	7.5955	676	1.1186	0.6016	1.1186	1.0576
0.3136	7.6180	678	1.0869	0.6105	1.0869	1.0425
0.3136	7.6404	680	1.0738	0.6118	1.0738	1.0362
0.3136	7.6629	682	1.0717	0.6118	1.0717	1.0352
0.3136	7.6854	684	1.0938	0.6118	1.0938	1.0458
0.3136	7.7079	686	1.1209	0.6196	1.1209	1.0587
0.3136	7.7303	688	1.1531	0.5947	1.1531	1.0738
0.3136	7.7528	690	1.1432	0.5947	1.1432	1.0692
0.3136	7.7753	692	1.0987	0.5964	1.0987	1.0482
0.3136	7.7978	694	1.0695	0.5938	1.0695	1.0342
0.3136	7.8202	696	1.0548	0.5938	1.0548	1.0270
0.3136	7.8427	698	1.0441	0.5928	1.0441	1.0218
0.3136	7.8652	700	1.0409	0.5928	1.0409	1.0202
0.3136	7.8876	702	1.0303	0.5973	1.0303	1.0150
0.3136	7.9101	704	1.0528	0.5973	1.0528	1.0261
0.3136	7.9326	706	1.0518	0.5973	1.0518	1.0256
0.3136	7.9551	708	1.0355	0.5973	1.0355	1.0176
0.3136	7.9775	710	1.0019	0.6032	1.0019	1.0010
0.3136	8.0	712	0.9596	0.6263	0.9596	0.9796
0.3136	8.0225	714	0.9261	0.6492	0.9261	0.9624
0.3136	8.0449	716	0.9250	0.6492	0.9250	0.9618
0.3136	8.0674	718	0.9352	0.6492	0.9352	0.9671
0.3136	8.0899	720	0.9607	0.6136	0.9607	0.9802
0.3136	8.1124	722	0.9635	0.6233	0.9635	0.9816
0.3136	8.1348	724	0.9633	0.6233	0.9633	0.9815
0.3136	8.1573	726	0.9836	0.6172	0.9836	0.9918
0.3136	8.1798	728	1.0096	0.6175	1.0096	1.0048
0.3136	8.2022	730	1.0604	0.5980	1.0604	1.0297
0.3136	8.2247	732	1.1318	0.5982	1.1318	1.0639
0.3136	8.2472	734	1.1722	0.5819	1.1722	1.0827
0.3136	8.2697	736	1.2059	0.5756	1.2059	1.0981
0.3136	8.2921	738	1.2187	0.5848	1.2187	1.1039
0.3136	8.3146	740	1.1947	0.5893	1.1947	1.0930
0.3136	8.3371	742	1.1661	0.5905	1.1661	1.0799
0.3136	8.3596	744	1.1153	0.6033	1.1153	1.0561
0.3136	8.3820	746	1.0685	0.5948	1.0685	1.0337
0.3136	8.4045	748	1.0470	0.5948	1.0470	1.0232
0.3136	8.4270	750	1.0418	0.5847	1.0418	1.0207
0.3136	8.4494	752	1.0273	0.5973	1.0273	1.0136
0.3136	8.4719	754	1.0269	0.5973	1.0269	1.0133
0.3136	8.4944	756	1.0356	0.5973	1.0356	1.0176
0.3136	8.5169	758	1.0690	0.5938	1.0690	1.0339
0.3136	8.5393	760	1.1036	0.5992	1.1036	1.0505
0.3136	8.5618	762	1.1133	0.5921	1.1133	1.0551
0.3136	8.5843	764	1.1212	0.6041	1.1212	1.0589
0.3136	8.6067	766	1.1353	0.6134	1.1353	1.0655
0.3136	8.6292	768	1.1365	0.6134	1.1365	1.0661
0.3136	8.6517	770	1.1318	0.6134	1.1318	1.0639
0.3136	8.6742	772	1.1259	0.6134	1.1259	1.0611
0.3136	8.6966	774	1.1276	0.6134	1.1276	1.0619
0.3136	8.7191	776	1.1337	0.6121	1.1337	1.0647
0.3136	8.7416	778	1.1452	0.6121	1.1452	1.0701
0.3136	8.7640	780	1.1500	0.6121	1.1500	1.0724
0.3136	8.7865	782	1.1653	0.6108	1.1653	1.0795
0.3136	8.8090	784	1.1743	0.6157	1.1743	1.0836
0.3136	8.8315	786	1.1676	0.6157	1.1676	1.0806
0.3136	8.8539	788	1.1580	0.6244	1.1580	1.0761
0.3136	8.8764	790	1.1303	0.6196	1.1303	1.0631
0.3136	8.8989	792	1.0990	0.6196	1.0990	1.0483
0.3136	8.9213	794	1.0690	0.6114	1.0690	1.0339
0.3136	8.9438	796	1.0462	0.6236	1.0462	1.0228
0.3136	8.9663	798	1.0224	0.6236	1.0224	1.0111
0.3136	8.9888	800	1.0170	0.6280	1.0170	1.0085
0.3136	9.0112	802	1.0078	0.6280	1.0078	1.0039
0.3136	9.0337	804	1.0001	0.6260	1.0001	1.0001
0.3136	9.0562	806	1.0014	0.6260	1.0014	1.0007
0.3136	9.0787	808	1.0206	0.6236	1.0206	1.0102
0.3136	9.1011	810	1.0386	0.6111	1.0386	1.0191
0.3136	9.1236	812	1.0482	0.6097	1.0482	1.0238
0.3136	9.1461	814	1.0564	0.6097	1.0564	1.0278
0.3136	9.1685	816	1.0638	0.6017	1.0638	1.0314
0.3136	9.1910	818	1.0783	0.6004	1.0783	1.0384
0.3136	9.2135	820	1.1004	0.6004	1.1004	1.0490
0.3136	9.2360	822	1.1224	0.5979	1.1224	1.0594
0.3136	9.2584	824	1.1520	0.6167	1.1520	1.0733
0.3136	9.2809	826	1.1799	0.6128	1.1799	1.0863
0.3136	9.3034	828	1.2076	0.5683	1.2076	1.0989
0.3136	9.3258	830	1.2348	0.5568	1.2348	1.1112
0.3136	9.3483	832	1.2503	0.5527	1.2503	1.1182
0.3136	9.3708	834	1.2541	0.5518	1.2541	1.1199
0.3136	9.3933	836	1.2440	0.5527	1.2440	1.1153
0.3136	9.4157	838	1.2301	0.5725	1.2301	1.1091
0.3136	9.4382	840	1.2151	0.5810	1.2151	1.1023
0.3136	9.4607	842	1.2004	0.5714	1.2004	1.0956
0.3136	9.4831	844	1.1839	0.5832	1.1839	1.0881
0.3136	9.5056	846	1.1636	0.6125	1.1636	1.0787
0.3136	9.5281	848	1.1441	0.6215	1.1441	1.0696
0.3136	9.5506	850	1.1269	0.6152	1.1269	1.0616
0.3136	9.5730	852	1.1142	0.6101	1.1142	1.0556
0.3136	9.5955	854	1.1101	0.6114	1.1101	1.0536
0.3136	9.6180	856	1.1093	0.6114	1.1093	1.0532
0.3136	9.6404	858	1.1101	0.6195	1.1101	1.0536
0.3136	9.6629	860	1.1088	0.6195	1.1088	1.0530
0.3136	9.6854	862	1.1062	0.6195	1.1062	1.0517
0.3136	9.7079	864	1.1028	0.6195	1.1028	1.0501
0.3136	9.7303	866	1.1033	0.6195	1.1033	1.0504
0.3136	9.7528	868	1.1058	0.6195	1.1058	1.0516
0.3136	9.7753	870	1.1079	0.6195	1.1079	1.0526
0.3136	9.7978	872	1.1068	0.6195	1.1068	1.0521
0.3136	9.8202	874	1.1055	0.6195	1.1055	1.0514
0.3136	9.8427	876	1.1054	0.6195	1.1054	1.0514
0.3136	9.8652	878	1.1038	0.6195	1.1038	1.0506
0.3136	9.8876	880	1.1016	0.6195	1.1016	1.0496
0.3136	9.9101	882	1.1007	0.6195	1.1007	1.0491
0.3136	9.9326	884	1.0991	0.6195	1.0991	1.0484
0.3136	9.9551	886	1.0970	0.6195	1.0970	1.0474
0.3136	9.9775	888	1.0953	0.6208	1.0953	1.0466
0.3136	10.0	890	1.0949	0.6208	1.0949	1.0464

Framework versions

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