ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k16_task3_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: 0.6053
• Qwk: 0.2914
• Mse: 0.6053
• Rmse: 0.7780

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	0.0215	2	3.1409	-0.0138	3.1409	1.7723
No log	0.0430	4	1.6448	-0.0130	1.6448	1.2825
No log	0.0645	6	1.6817	0.0168	1.6817	1.2968
No log	0.0860	8	1.3137	0.0255	1.3137	1.1462
No log	0.1075	10	1.1219	0.0	1.1219	1.0592
No log	0.1290	12	1.0094	0.0	1.0094	1.0047
No log	0.1505	14	0.8518	0.0345	0.8518	0.9229
No log	0.1720	16	0.9710	0.0	0.9710	0.9854
No log	0.1935	18	1.5177	0.0	1.5177	1.2320
No log	0.2151	20	1.9026	0.0	1.9026	1.3793
No log	0.2366	22	1.7978	0.0	1.7978	1.3408
No log	0.2581	24	1.4478	-0.0036	1.4478	1.2032
No log	0.2796	26	1.2425	0.0	1.2425	1.1147
No log	0.3011	28	0.7264	-0.0818	0.7264	0.8523
No log	0.3226	30	0.6279	0.0	0.6279	0.7924
No log	0.3441	32	0.6231	0.0	0.6231	0.7894
No log	0.3656	34	0.6335	0.0	0.6335	0.7959
No log	0.3871	36	0.7041	-0.0963	0.7041	0.8391
No log	0.4086	38	1.6367	-0.0070	1.6367	1.2794
No log	0.4301	40	2.3905	-0.0390	2.3905	1.5461
No log	0.4516	42	1.8752	-0.0070	1.8752	1.3694
No log	0.4731	44	1.3750	0.0	1.3750	1.1726
No log	0.4946	46	1.0760	0.0	1.0760	1.0373
No log	0.5161	48	0.8509	0.0345	0.8509	0.9224
No log	0.5376	50	0.8139	0.0078	0.8139	0.9022
No log	0.5591	52	0.6853	0.1905	0.6853	0.8278
No log	0.5806	54	0.6192	0.0	0.6192	0.7869
No log	0.6022	56	0.6463	-0.0159	0.6463	0.8039
No log	0.6237	58	0.7232	0.2593	0.7232	0.8504
No log	0.6452	60	0.9595	0.0345	0.9595	0.9795
No log	0.6667	62	1.3786	0.0	1.3786	1.1742
No log	0.6882	64	1.3955	0.0	1.3955	1.1813
No log	0.7097	66	0.9373	0.0522	0.9373	0.9682
No log	0.7312	68	0.8978	0.1861	0.8978	0.9475
No log	0.7527	70	0.6968	0.1638	0.6968	0.8347
No log	0.7742	72	0.6629	0.0769	0.6629	0.8142
No log	0.7957	74	1.3388	0.0	1.3388	1.1571
No log	0.8172	76	1.6475	0.0	1.6475	1.2836
No log	0.8387	78	1.3252	0.0	1.3252	1.1512
No log	0.8602	80	1.0551	0.0388	1.0551	1.0272
No log	0.8817	82	0.7812	0.0769	0.7812	0.8839
No log	0.9032	84	0.6569	0.0933	0.6569	0.8105
No log	0.9247	86	0.6324	0.0388	0.6324	0.7952
No log	0.9462	88	0.7095	0.0968	0.7095	0.8423
No log	0.9677	90	1.6112	0.0255	1.6112	1.2693
No log	0.9892	92	1.8692	0.0168	1.8692	1.3672
No log	1.0108	94	1.5336	0.0	1.5336	1.2384
No log	1.0323	96	0.9843	0.1059	0.9843	0.9921
No log	1.0538	98	0.7620	0.1644	0.7620	0.8729
No log	1.0753	100	0.6194	0.1373	0.6194	0.7870
No log	1.0968	102	0.6921	0.1828	0.6921	0.8320
No log	1.1183	104	1.1754	0.0522	1.1754	1.0841
No log	1.1398	106	1.1076	0.0569	1.1076	1.0524
No log	1.1613	108	0.6623	-0.0256	0.6623	0.8138
No log	1.1828	110	0.6736	0.0	0.6736	0.8207
No log	1.2043	112	0.6671	-0.0076	0.6671	0.8168
No log	1.2258	114	0.7203	0.0476	0.7203	0.8487
No log	1.2473	116	1.6148	-0.0130	1.6148	1.2707
No log	1.2688	118	1.9950	-0.0205	1.9950	1.4125
No log	1.2903	120	1.6262	-0.0036	1.6262	1.2752
No log	1.3118	122	1.0432	0.0388	1.0432	1.0214
No log	1.3333	124	0.8065	0.1781	0.8065	0.8980
No log	1.3548	126	0.7593	0.0667	0.7593	0.8714
No log	1.3763	128	0.7015	0.0	0.7015	0.8375
No log	1.3978	130	0.6880	0.0327	0.6880	0.8295
No log	1.4194	132	0.8034	0.1111	0.8034	0.8963
No log	1.4409	134	0.8785	0.1515	0.8785	0.9373
No log	1.4624	136	0.7204	0.0327	0.7204	0.8488
No log	1.4839	138	0.7296	0.0843	0.7296	0.8542
No log	1.5054	140	0.8176	0.2967	0.8176	0.9042
No log	1.5269	142	0.8662	0.2000	0.8662	0.9307
No log	1.5484	144	0.7451	0.0601	0.7451	0.8632
No log	1.5699	146	0.8226	0.0968	0.8226	0.9070
No log	1.5914	148	0.7349	0.0553	0.7349	0.8572
No log	1.6129	150	0.7218	0.0899	0.7218	0.8496
No log	1.6344	152	0.6578	0.3061	0.6578	0.8110
No log	1.6559	154	0.7487	0.2410	0.7487	0.8653
No log	1.6774	156	0.6595	0.2965	0.6595	0.8121
No log	1.6989	158	0.5824	0.2189	0.5824	0.7632
No log	1.7204	160	0.6454	0.2381	0.6454	0.8033
No log	1.7419	162	0.6910	0.1556	0.6910	0.8313
No log	1.7634	164	0.7595	0.1179	0.7595	0.8715
No log	1.7849	166	0.6123	0.3231	0.6123	0.7825
No log	1.8065	168	0.8951	0.1481	0.8951	0.9461
No log	1.8280	170	0.8293	0.1698	0.8293	0.9107
No log	1.8495	172	0.6665	0.2475	0.6665	0.8164
No log	1.8710	174	0.7802	0.2069	0.7802	0.8833
No log	1.8925	176	0.7171	0.2877	0.7171	0.8468
No log	1.9140	178	0.6583	0.2475	0.6583	0.8114
No log	1.9355	180	0.6539	0.3301	0.6539	0.8086
No log	1.9570	182	0.7081	0.2414	0.7081	0.8415
No log	1.9785	184	0.7484	0.2364	0.7484	0.8651
No log	2.0	186	0.8565	0.2000	0.8565	0.9255
No log	2.0215	188	0.9185	0.2065	0.9185	0.9584
No log	2.0430	190	0.7782	0.2000	0.7782	0.8822
No log	2.0645	192	0.6499	0.3905	0.6499	0.8062
No log	2.0860	194	0.6561	0.3394	0.6561	0.8100
No log	2.1075	196	0.8678	0.1554	0.8678	0.9316
No log	2.1290	198	0.7788	0.0741	0.7788	0.8825
No log	2.1505	200	0.6432	0.3367	0.6432	0.8020
No log	2.1720	202	0.7029	0.1045	0.7029	0.8384
No log	2.1935	204	0.6302	0.2189	0.6302	0.7939
No log	2.2151	206	0.6648	0.2889	0.6648	0.8153
No log	2.2366	208	0.7141	0.2688	0.7141	0.8451
No log	2.2581	210	0.6049	0.2683	0.6049	0.7777
No log	2.2796	212	0.7966	0.1169	0.7966	0.8925
No log	2.3011	214	1.0067	0.1407	1.0067	1.0034
No log	2.3226	216	0.8782	0.1169	0.8782	0.9371
No log	2.3441	218	0.6431	0.2611	0.6431	0.8019
No log	2.3656	220	0.7622	0.1781	0.7622	0.8730
No log	2.3871	222	0.6524	0.3708	0.6524	0.8077
No log	2.4086	224	0.5996	0.2727	0.5996	0.7743
No log	2.4301	226	0.6409	0.1707	0.6409	0.8006
No log	2.4516	228	0.6039	0.1655	0.6039	0.7771
No log	2.4731	230	0.5422	0.2448	0.5422	0.7363
No log	2.4946	232	0.5911	0.2184	0.5911	0.7688
No log	2.5161	234	0.7606	0.2077	0.7606	0.8721
No log	2.5376	236	0.6756	0.1475	0.6756	0.8220
No log	2.5591	238	0.6003	0.2527	0.6003	0.7748
No log	2.5806	240	0.5383	0.1533	0.5383	0.7337
No log	2.6022	242	0.5833	0.2273	0.5833	0.7638
No log	2.6237	244	0.6448	0.1414	0.6448	0.8030
No log	2.6452	246	0.6093	0.25	0.6093	0.7806
No log	2.6667	248	0.6861	0.1456	0.6861	0.8283
No log	2.6882	250	0.6397	0.3208	0.6397	0.7998
No log	2.7097	252	0.5844	0.4336	0.5844	0.7645
No log	2.7312	254	0.5957	0.4563	0.5957	0.7718
No log	2.7527	256	0.6043	0.4019	0.6043	0.7774
No log	2.7742	258	0.6098	0.4010	0.6098	0.7809
No log	2.7957	260	0.7019	0.3305	0.7019	0.8378
No log	2.8172	262	0.8470	0.1535	0.8470	0.9203
No log	2.8387	264	0.7117	0.2146	0.7117	0.8436
No log	2.8602	266	0.6074	0.2563	0.6074	0.7793
No log	2.8817	268	0.6814	0.1917	0.6814	0.8255
No log	2.9032	270	0.5900	0.2787	0.5900	0.7681
No log	2.9247	272	0.6250	0.2096	0.6250	0.7906
No log	2.9462	274	0.7952	0.1588	0.7952	0.8918
No log	2.9677	276	0.7415	0.1515	0.7415	0.8611
No log	2.9892	278	0.5830	0.3371	0.5830	0.7635
No log	3.0108	280	0.6373	0.2653	0.6373	0.7983
No log	3.0323	282	0.5963	0.3508	0.5963	0.7722
No log	3.0538	284	0.6408	0.2821	0.6408	0.8005
No log	3.0753	286	0.8304	0.2134	0.8304	0.9113
No log	3.0968	288	0.8198	0.1795	0.8198	0.9054
No log	3.1183	290	0.5961	0.3846	0.5961	0.7721
No log	3.1398	292	0.6743	0.2340	0.6743	0.8211
No log	3.1613	294	0.6534	0.2088	0.6534	0.8083
No log	3.1828	296	0.5746	0.4157	0.5746	0.7580
No log	3.2043	298	0.6651	0.2157	0.6651	0.8155
No log	3.2258	300	0.7011	0.2233	0.7011	0.8373
No log	3.2473	302	0.5824	0.4083	0.5824	0.7632
No log	3.2688	304	0.5799	0.2174	0.5799	0.7615
No log	3.2903	306	0.5589	0.3118	0.5589	0.7476
No log	3.3118	308	0.5572	0.4620	0.5572	0.7465
No log	3.3333	310	0.5413	0.3882	0.5413	0.7357
No log	3.3548	312	0.5294	0.4091	0.5294	0.7276
No log	3.3763	314	0.5368	0.4217	0.5368	0.7327
No log	3.3978	316	0.5332	0.4419	0.5332	0.7302
No log	3.4194	318	0.5628	0.3533	0.5628	0.7502
No log	3.4409	320	0.7231	0.1228	0.7231	0.8504
No log	3.4624	322	0.7884	0.1245	0.7884	0.8879
No log	3.4839	324	0.6083	0.2169	0.6083	0.7800
No log	3.5054	326	0.5611	0.3814	0.5611	0.7491
No log	3.5269	328	0.6823	0.2390	0.6823	0.8260
No log	3.5484	330	0.5920	0.4518	0.5920	0.7694
No log	3.5699	332	0.5570	0.4783	0.5570	0.7463
No log	3.5914	334	0.7487	0.1245	0.7487	0.8653
No log	3.6129	336	0.6876	0.2227	0.6876	0.8292
No log	3.6344	338	0.5242	0.4286	0.5242	0.7240
No log	3.6559	340	0.6047	0.4225	0.6047	0.7776
No log	3.6774	342	0.7326	0.1919	0.7326	0.8559
No log	3.6989	344	0.6514	0.1828	0.6514	0.8071
No log	3.7204	346	0.5449	0.3757	0.5449	0.7382
No log	3.7419	348	0.6356	0.0909	0.6356	0.7973
No log	3.7634	350	0.6093	0.2195	0.6093	0.7806
No log	3.7849	352	0.5951	0.3371	0.5951	0.7714
No log	3.8065	354	0.6445	0.1648	0.6445	0.8028
No log	3.8280	356	0.6116	0.2727	0.6116	0.7820
No log	3.8495	358	0.5927	0.3661	0.5927	0.7698
No log	3.8710	360	0.5832	0.4023	0.5832	0.7637
No log	3.8925	362	0.5820	0.2857	0.5820	0.7629
No log	3.9140	364	0.6039	0.2179	0.6039	0.7771
No log	3.9355	366	0.6797	0.1753	0.6797	0.8245
No log	3.9570	368	0.6240	0.1724	0.6240	0.7899
No log	3.9785	370	0.6589	0.2941	0.6589	0.8117
No log	4.0	372	0.6808	0.2941	0.6808	0.8251
No log	4.0215	374	0.6317	0.2360	0.6317	0.7948
No log	4.0430	376	0.6343	0.2542	0.6343	0.7964
No log	4.0645	378	0.6519	0.2360	0.6519	0.8074
No log	4.0860	380	0.6314	0.1345	0.6314	0.7946
No log	4.1075	382	0.7328	0.1913	0.7328	0.8560
No log	4.1290	384	0.7471	0.1913	0.7471	0.8643
No log	4.1505	386	0.6786	0.2360	0.6786	0.8238
No log	4.1720	388	0.6489	0.2967	0.6489	0.8055
No log	4.1935	390	0.7271	0.1304	0.7271	0.8527
No log	4.2151	392	0.8602	0.1111	0.8602	0.9275
No log	4.2366	394	0.8214	0.1090	0.8214	0.9063
No log	4.2581	396	0.6792	0.2688	0.6792	0.8241
No log	4.2796	398	0.6238	0.2444	0.6238	0.7898
No log	4.3011	400	0.6115	0.2749	0.6115	0.7820
No log	4.3226	402	0.6238	0.2707	0.6238	0.7898
No log	4.3441	404	0.6255	0.2809	0.6255	0.7909
No log	4.3656	406	0.6524	0.1807	0.6524	0.8077
No log	4.3871	408	0.6286	0.2707	0.6286	0.7928
No log	4.4086	410	0.6639	0.2088	0.6639	0.8148
No log	4.4301	412	0.6357	0.2174	0.6357	0.7973
No log	4.4516	414	0.6164	0.3061	0.6164	0.7851
No log	4.4731	416	0.6148	0.2000	0.6148	0.7841
No log	4.4946	418	0.6729	0.1732	0.6729	0.8203
No log	4.5161	420	0.7680	0.1443	0.7680	0.8763
No log	4.5376	422	0.7230	0.0995	0.7230	0.8503
No log	4.5591	424	0.6018	0.2093	0.6018	0.7758
No log	4.5806	426	0.5753	0.2485	0.5753	0.7585
No log	4.6022	428	0.6164	0.1807	0.6164	0.7851
No log	4.6237	430	0.6396	0.1807	0.6396	0.7998
No log	4.6452	432	0.5883	0.1579	0.5883	0.7670
No log	4.6667	434	0.6145	0.3455	0.6145	0.7839
No log	4.6882	436	0.6921	0.1038	0.6921	0.8319
No log	4.7097	438	0.6410	0.2593	0.6410	0.8006
No log	4.7312	440	0.6348	0.1169	0.6348	0.7967
No log	4.7527	442	0.7463	0.1381	0.7463	0.8639
No log	4.7742	444	0.7565	0.1398	0.7565	0.8698
No log	4.7957	446	0.6803	0.0877	0.6803	0.8248
No log	4.8172	448	0.6886	0.2683	0.6886	0.8298
No log	4.8387	450	0.6919	0.0983	0.6919	0.8318
No log	4.8602	452	0.6706	0.2000	0.6706	0.8189
No log	4.8817	454	0.6340	0.1392	0.6340	0.7962
No log	4.9032	456	0.6393	0.1220	0.6393	0.7995
No log	4.9247	458	0.7433	0.1823	0.7433	0.8622
No log	4.9462	460	0.7401	0.1823	0.7401	0.8603
No log	4.9677	462	0.6259	0.1617	0.6259	0.7911
No log	4.9892	464	0.6032	0.2281	0.6032	0.7766
No log	5.0108	466	0.6219	0.3258	0.6219	0.7886
No log	5.0323	468	0.6250	0.3591	0.6250	0.7905
No log	5.0538	470	0.5936	0.3778	0.5936	0.7705
No log	5.0753	472	0.6395	0.2766	0.6395	0.7997
No log	5.0968	474	0.6622	0.2000	0.6622	0.8137
No log	5.1183	476	0.6409	0.2350	0.6409	0.8006
No log	5.1398	478	0.6129	0.2707	0.6129	0.7829
No log	5.1613	480	0.6053	0.2609	0.6053	0.7780
No log	5.1828	482	0.6001	0.3297	0.6001	0.7747
No log	5.2043	484	0.5838	0.3548	0.5838	0.7640
No log	5.2258	486	0.5795	0.3191	0.5795	0.7613
No log	5.2473	488	0.5843	0.3191	0.5843	0.7644
No log	5.2688	490	0.5872	0.3224	0.5872	0.7663
No log	5.2903	492	0.5869	0.3224	0.5869	0.7661
No log	5.3118	494	0.5820	0.3224	0.5820	0.7629
No log	5.3333	496	0.5907	0.3407	0.5907	0.7686
No log	5.3548	498	0.5784	0.2914	0.5784	0.7606
0.4786	5.3763	500	0.5998	0.1908	0.5998	0.7745
0.4786	5.3978	502	0.6147	0.1818	0.6147	0.7840
0.4786	5.4194	504	0.6107	0.2994	0.6107	0.7815
0.4786	5.4409	506	0.6355	0.3016	0.6355	0.7972
0.4786	5.4624	508	0.6812	0.2000	0.6812	0.8253
0.4786	5.4839	510	0.7341	0.2487	0.7341	0.8568
0.4786	5.5054	512	0.6769	0.3016	0.6769	0.8228
0.4786	5.5269	514	0.6615	0.1739	0.6615	0.8133
0.4786	5.5484	516	0.6609	0.2086	0.6609	0.8130
0.4786	5.5699	518	0.6366	0.2809	0.6366	0.7979
0.4786	5.5914	520	0.6263	0.3023	0.6263	0.7914
0.4786	5.6129	522	0.6399	0.2688	0.6399	0.7999
0.4786	5.6344	524	0.6195	0.3216	0.6195	0.7871
0.4786	5.6559	526	0.6562	0.2410	0.6562	0.8101
0.4786	5.6774	528	0.6516	0.2727	0.6516	0.8072
0.4786	5.6989	530	0.6138	0.2558	0.6138	0.7834
0.4786	5.7204	532	0.5973	0.2370	0.5973	0.7729
0.4786	5.7419	534	0.6006	0.2093	0.6006	0.7750
0.4786	5.7634	536	0.5785	0.2727	0.5785	0.7606
0.4786	5.7849	538	0.5903	0.2575	0.5903	0.7683
0.4786	5.8065	540	0.6388	0.2251	0.6388	0.7993
0.4786	5.8280	542	0.6516	0.2251	0.6516	0.8072
0.4786	5.8495	544	0.5850	0.2195	0.5850	0.7649
0.4786	5.8710	546	0.5670	0.2857	0.5670	0.7530
0.4786	5.8925	548	0.5790	0.1807	0.5790	0.7609
0.4786	5.9140	550	0.5999	0.2189	0.5999	0.7745
0.4786	5.9355	552	0.5965	0.1807	0.5965	0.7723
0.4786	5.9570	554	0.6220	0.2670	0.6220	0.7887
0.4786	5.9785	556	0.6669	0.1746	0.6669	0.8166
0.4786	6.0	558	0.6332	0.2670	0.6332	0.7957
0.4786	6.0215	560	0.6020	0.2842	0.6020	0.7759
0.4786	6.0430	562	0.6072	0.2842	0.6072	0.7792
0.4786	6.0645	564	0.6282	0.2688	0.6282	0.7926
0.4786	6.0860	566	0.6458	0.2090	0.6458	0.8036
0.4786	6.1075	568	0.6744	0.1818	0.6744	0.8212
0.4786	6.1290	570	0.6284	0.2184	0.6284	0.7927
0.4786	6.1505	572	0.5897	0.2707	0.5897	0.7679
0.4786	6.1720	574	0.5883	0.2857	0.5883	0.7670
0.4786	6.1935	576	0.5953	0.2360	0.5953	0.7716
0.4786	6.2151	578	0.5863	0.3258	0.5863	0.7657
0.4786	6.2366	580	0.6015	0.2393	0.6015	0.7756
0.4786	6.2581	582	0.6013	0.3258	0.6013	0.7755
0.4786	6.2796	584	0.6274	0.2688	0.6274	0.7921
0.4786	6.3011	586	0.6321	0.2990	0.6321	0.7951
0.4786	6.3226	588	0.6230	0.3258	0.6230	0.7893
0.4786	6.3441	590	0.6578	0.1913	0.6578	0.8110
0.4786	6.3656	592	0.6658	0.1381	0.6658	0.8159
0.4786	6.3871	594	0.6230	0.3258	0.6230	0.7893
0.4786	6.4086	596	0.6325	0.2340	0.6325	0.7953
0.4786	6.4301	598	0.6732	0.1381	0.6732	0.8205
0.4786	6.4516	600	0.6388	0.2090	0.6388	0.7992
0.4786	6.4731	602	0.5970	0.2189	0.5970	0.7727
0.4786	6.4946	604	0.6309	0.1030	0.6309	0.7943
0.4786	6.5161	606	0.6935	0.0877	0.6935	0.8328
0.4786	6.5376	608	0.6739	0.0877	0.6739	0.8209
0.4786	6.5591	610	0.6095	0.2393	0.6095	0.7807
0.4786	6.5806	612	0.6060	0.1364	0.6060	0.7784
0.4786	6.6022	614	0.6523	0.2184	0.6523	0.8077
0.4786	6.6237	616	0.6608	0.2090	0.6608	0.8129
0.4786	6.6452	618	0.6280	0.1445	0.6280	0.7925
0.4786	6.6667	620	0.6180	0.2787	0.6180	0.7862
0.4786	6.6882	622	0.6352	0.2381	0.6352	0.7970
0.4786	6.7097	624	0.6475	0.2381	0.6475	0.8047
0.4786	6.7312	626	0.6527	0.2381	0.6527	0.8079
0.4786	6.7527	628	0.6444	0.2787	0.6444	0.8028
0.4786	6.7742	630	0.6414	0.2432	0.6414	0.8009
0.4786	6.7957	632	0.6398	0.2432	0.6398	0.7999
0.4786	6.8172	634	0.6399	0.2787	0.6399	0.7999
0.4786	6.8387	636	0.6450	0.3149	0.6450	0.8031
0.4786	6.8602	638	0.6600	0.2169	0.6600	0.8124
0.4786	6.8817	640	0.6859	0.1667	0.6859	0.8282
0.4786	6.9032	642	0.7378	0.1489	0.7378	0.8589
0.4786	6.9247	644	0.7824	0.125	0.7824	0.8845
0.4786	6.9462	646	0.7420	0.1568	0.7420	0.8614
0.4786	6.9677	648	0.6634	0.3575	0.6634	0.8145
0.4786	6.9892	650	0.6398	0.2787	0.6398	0.7999
0.4786	7.0108	652	0.6403	0.2787	0.6403	0.8002
0.4786	7.0323	654	0.6385	0.3591	0.6385	0.7990
0.4786	7.0538	656	0.6348	0.4225	0.6348	0.7967
0.4786	7.0753	658	0.6322	0.4225	0.6322	0.7951
0.4786	7.0968	660	0.6246	0.4225	0.6246	0.7903
0.4786	7.1183	662	0.6158	0.4225	0.6158	0.7847
0.4786	7.1398	664	0.6129	0.4225	0.6129	0.7829
0.4786	7.1613	666	0.6120	0.375	0.6120	0.7823
0.4786	7.1828	668	0.6186	0.3846	0.6186	0.7865
0.4786	7.2043	670	0.6306	0.2258	0.6306	0.7941
0.4786	7.2258	672	0.6234	0.3297	0.6234	0.7896
0.4786	7.2473	674	0.6145	0.3478	0.6145	0.7839
0.4786	7.2688	676	0.6142	0.2179	0.6142	0.7837
0.4786	7.2903	678	0.6125	0.2090	0.6125	0.7826
0.4786	7.3118	680	0.6127	0.2000	0.6127	0.7828
0.4786	7.3333	682	0.6205	0.3478	0.6205	0.7877
0.4786	7.3548	684	0.6272	0.3478	0.6272	0.7920
0.4786	7.3763	686	0.6303	0.3224	0.6303	0.7939
0.4786	7.3978	688	0.6331	0.2432	0.6331	0.7957
0.4786	7.4194	690	0.6338	0.2432	0.6338	0.7961
0.4786	7.4409	692	0.6349	0.2432	0.6349	0.7968
0.4786	7.4624	694	0.6460	0.3548	0.6460	0.8037
0.4786	7.4839	696	0.6704	0.2563	0.6704	0.8188
0.4786	7.5054	698	0.6908	0.1667	0.6908	0.8312
0.4786	7.5269	700	0.6637	0.2165	0.6637	0.8147
0.4786	7.5484	702	0.6303	0.375	0.6303	0.7939
0.4786	7.5699	704	0.6138	0.2444	0.6138	0.7834
0.4786	7.5914	706	0.6231	0.1908	0.6231	0.7894
0.4786	7.6129	708	0.6592	0.1658	0.6592	0.8119
0.4786	7.6344	710	0.6490	0.1285	0.6490	0.8056
0.4786	7.6559	712	0.6086	0.1529	0.6086	0.7802
0.4786	7.6774	714	0.5878	0.1905	0.5878	0.7667
0.4786	7.6989	716	0.5783	0.3182	0.5783	0.7604
0.4786	7.7204	718	0.5908	0.3488	0.5908	0.7687
0.4786	7.7419	720	0.5899	0.3488	0.5899	0.7680
0.4786	7.7634	722	0.5881	0.3591	0.5881	0.7669
0.4786	7.7849	724	0.5896	0.2542	0.5896	0.7678
0.4786	7.8065	726	0.6007	0.2179	0.6007	0.7750
0.4786	7.8280	728	0.6060	0.2527	0.6060	0.7785
0.4786	7.8495	730	0.6084	0.2273	0.6084	0.7800
0.4786	7.8710	732	0.6006	0.2527	0.6006	0.7750
0.4786	7.8925	734	0.5983	0.3591	0.5983	0.7735
0.4786	7.9140	736	0.5946	0.3043	0.5946	0.7711
0.4786	7.9355	738	0.5864	0.3591	0.5864	0.7657
0.4786	7.9570	740	0.5798	0.3258	0.5798	0.7614
0.4786	7.9785	742	0.5763	0.2558	0.5763	0.7592
0.4786	8.0	744	0.5746	0.2558	0.5746	0.7580
0.4786	8.0215	746	0.5749	0.2542	0.5749	0.7582
0.4786	8.0430	748	0.5749	0.2542	0.5749	0.7582
0.4786	8.0645	750	0.5748	0.2179	0.5748	0.7582
0.4786	8.0860	752	0.5703	0.2457	0.5703	0.7552
0.4786	8.1075	754	0.5775	0.2609	0.5775	0.7600
0.4786	8.1290	756	0.5857	0.0545	0.5857	0.7653
0.4786	8.1505	758	0.5891	0.1429	0.5891	0.7675
0.4786	8.1720	760	0.5787	0.3149	0.5787	0.7607
0.4786	8.1935	762	0.5719	0.2457	0.5719	0.7562
0.4786	8.2151	764	0.5724	0.2663	0.5724	0.7566
0.4786	8.2366	766	0.5869	0.1908	0.5869	0.7661
0.4786	8.2581	768	0.5958	0.1529	0.5958	0.7719
0.4786	8.2796	770	0.5838	0.1529	0.5838	0.7641
0.4786	8.3011	772	0.5707	0.2381	0.5707	0.7554
0.4786	8.3226	774	0.5686	0.2457	0.5686	0.7540
0.4786	8.3441	776	0.5756	0.2393	0.5756	0.7587
0.4786	8.3656	778	0.5926	0.2000	0.5926	0.7698
0.4786	8.3871	780	0.5993	0.2281	0.5993	0.7741
0.4786	8.4086	782	0.6012	0.2281	0.6012	0.7754
0.4786	8.4301	784	0.5960	0.2471	0.5960	0.7720
0.4786	8.4516	786	0.6013	0.2727	0.6013	0.7754
0.4786	8.4731	788	0.5958	0.2914	0.5958	0.7719
0.4786	8.4946	790	0.5862	0.3591	0.5862	0.7656
0.4786	8.5161	792	0.5824	0.2809	0.5824	0.7631
0.4786	8.5376	794	0.5783	0.2809	0.5783	0.7605
0.4786	8.5591	796	0.5744	0.2914	0.5744	0.7579
0.4786	8.5806	798	0.5712	0.2558	0.5712	0.7557
0.4786	8.6022	800	0.5703	0.2663	0.5703	0.7552
0.4786	8.6237	802	0.5748	0.1908	0.5748	0.7582
0.4786	8.6452	804	0.5755	0.1908	0.5755	0.7586
0.4786	8.6667	806	0.5704	0.2393	0.5704	0.7552
0.4786	8.6882	808	0.5671	0.2558	0.5671	0.7531
0.4786	8.7097	810	0.5677	0.2558	0.5677	0.7535
0.4786	8.7312	812	0.5707	0.2558	0.5707	0.7554
0.4786	8.7527	814	0.5725	0.2558	0.5725	0.7566
0.4786	8.7742	816	0.5727	0.2558	0.5727	0.7568
0.4786	8.7957	818	0.5746	0.2558	0.5746	0.7580
0.4786	8.8172	820	0.5760	0.2558	0.5760	0.7590
0.4786	8.8387	822	0.5778	0.2558	0.5778	0.7601
0.4786	8.8602	824	0.5779	0.2558	0.5779	0.7602
0.4786	8.8817	826	0.5793	0.2189	0.5793	0.7611
0.4786	8.9032	828	0.5808	0.2189	0.5808	0.7621
0.4786	8.9247	830	0.5811	0.2558	0.5811	0.7623
0.4786	8.9462	832	0.5815	0.2558	0.5815	0.7625
0.4786	8.9677	834	0.5835	0.2558	0.5835	0.7639
0.4786	8.9892	836	0.5853	0.2558	0.5853	0.7650
0.4786	9.0108	838	0.5868	0.2558	0.5868	0.7660
0.4786	9.0323	840	0.5883	0.2471	0.5883	0.7670
0.4786	9.0538	842	0.5906	0.2471	0.5906	0.7685
0.4786	9.0753	844	0.5915	0.2485	0.5915	0.7691
0.4786	9.0968	846	0.5930	0.2000	0.5930	0.7701
0.4786	9.1183	848	0.5939	0.2000	0.5939	0.7707
0.4786	9.1398	850	0.5972	0.2000	0.5972	0.7728
0.4786	9.1613	852	0.5953	0.2471	0.5953	0.7716
0.4786	9.1828	854	0.5958	0.2471	0.5958	0.7719
0.4786	9.2043	856	0.5960	0.2471	0.5960	0.7720
0.4786	9.2258	858	0.5974	0.2096	0.5974	0.7729
0.4786	9.2473	860	0.5996	0.1243	0.5996	0.7743
0.4786	9.2688	862	0.6017	0.1732	0.6017	0.7757
0.4786	9.2903	864	0.6043	0.1732	0.6043	0.7774
0.4786	9.3118	866	0.6056	0.1732	0.6056	0.7782
0.4786	9.3333	868	0.6075	0.1732	0.6075	0.7794
0.4786	9.3548	870	0.6078	0.1732	0.6078	0.7796
0.4786	9.3763	872	0.6068	0.1732	0.6068	0.7790
0.4786	9.3978	874	0.6061	0.2088	0.6061	0.7786
0.4786	9.4194	876	0.6066	0.2444	0.6066	0.7788
0.4786	9.4409	878	0.6074	0.2471	0.6074	0.7793
0.4786	9.4624	880	0.6087	0.2471	0.6087	0.7802
0.4786	9.4839	882	0.6108	0.2471	0.6108	0.7815
0.4786	9.5054	884	0.6106	0.2471	0.6106	0.7814
0.4786	9.5269	886	0.6100	0.2471	0.6100	0.7810
0.4786	9.5484	888	0.6099	0.2471	0.6099	0.7810
0.4786	9.5699	890	0.6089	0.2471	0.6089	0.7803
0.4786	9.5914	892	0.6076	0.2471	0.6076	0.7795
0.4786	9.6129	894	0.6057	0.2471	0.6057	0.7782
0.4786	9.6344	896	0.6046	0.2471	0.6046	0.7775
0.4786	9.6559	898	0.6037	0.2558	0.6037	0.7770
0.4786	9.6774	900	0.6038	0.2088	0.6038	0.7770
0.4786	9.6989	902	0.6038	0.2088	0.6038	0.7771
0.4786	9.7204	904	0.6038	0.2088	0.6038	0.7770
0.4786	9.7419	906	0.6035	0.2090	0.6035	0.7768
0.4786	9.7634	908	0.6035	0.2090	0.6035	0.7769
0.4786	9.7849	910	0.6036	0.2090	0.6036	0.7769
0.4786	9.8065	912	0.6040	0.2914	0.6040	0.7772
0.4786	9.8280	914	0.6046	0.2914	0.6046	0.7776
0.4786	9.8495	916	0.6052	0.2914	0.6052	0.7779
0.4786	9.8710	918	0.6056	0.2914	0.6056	0.7782
0.4786	9.8925	920	0.6058	0.2471	0.6058	0.7783
0.4786	9.9140	922	0.6058	0.2914	0.6058	0.7783
0.4786	9.9355	924	0.6056	0.2914	0.6056	0.7782
0.4786	9.9570	926	0.6055	0.2914	0.6055	0.7781
0.4786	9.9785	928	0.6054	0.2914	0.6054	0.7780
0.4786	10.0	930	0.6053	0.2914	0.6053	0.7780

Framework versions

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