ArabicNewSplits5_FineTuningAraBERT_run3_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: 0.5401
• Qwk: 0.4229
• Mse: 0.5401
• Rmse: 0.7349

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	3.3874	-0.0126	3.3874	1.8405
No log	0.0430	4	1.6094	-0.0070	1.6094	1.2686
No log	0.0645	6	1.5865	0.0438	1.5865	1.2596
No log	0.0860	8	2.6168	0.0572	2.6168	1.6177
No log	0.1075	10	1.3005	0.0255	1.3005	1.1404
No log	0.1290	12	0.8919	0.0255	0.8919	0.9444
No log	0.1505	14	0.8187	0.0388	0.8187	0.9048
No log	0.1720	16	0.8564	0.0038	0.8564	0.9254
No log	0.1935	18	0.7907	0.1392	0.7907	0.8892
No log	0.2151	20	0.8277	-0.0120	0.8277	0.9098
No log	0.2366	22	0.8195	-0.0588	0.8195	0.9053
No log	0.2581	24	0.9220	-0.0970	0.9220	0.9602
No log	0.2796	26	0.8779	-0.0633	0.8779	0.9370
No log	0.3011	28	0.8702	-0.0442	0.8702	0.9328
No log	0.3226	30	0.9055	-0.0268	0.9055	0.9516
No log	0.3441	32	0.7674	-0.0710	0.7674	0.8760
No log	0.3656	34	0.7140	0.1304	0.7140	0.8450
No log	0.3871	36	0.6739	0.1628	0.6739	0.8209
No log	0.4086	38	0.6402	0.1746	0.6402	0.8002
No log	0.4301	40	0.6089	0.2121	0.6089	0.7803
No log	0.4516	42	0.6058	0.0815	0.6058	0.7783
No log	0.4731	44	0.6494	0.1698	0.6494	0.8059
No log	0.4946	46	0.8303	0.0320	0.8303	0.9112
No log	0.5161	48	0.8160	0.0303	0.8160	0.9033
No log	0.5376	50	0.6526	0.0556	0.6526	0.8078
No log	0.5591	52	0.6767	0.1795	0.6767	0.8226
No log	0.5806	54	0.7055	0.1801	0.7055	0.8400
No log	0.6022	56	0.7850	-0.0353	0.7850	0.8860
No log	0.6237	58	0.7566	0.0604	0.7566	0.8698
No log	0.6452	60	0.8210	-0.0476	0.8210	0.9061
No log	0.6667	62	0.8747	-0.0455	0.8747	0.9353
No log	0.6882	64	0.8658	-0.0056	0.8658	0.9305
No log	0.7097	66	0.7546	0.0171	0.7546	0.8687
No log	0.7312	68	0.8102	0.0164	0.8102	0.9001
No log	0.7527	70	0.7628	0.0588	0.7628	0.8734
No log	0.7742	72	0.6351	0.2360	0.6351	0.7969
No log	0.7957	74	1.1535	0.0244	1.1535	1.0740
No log	0.8172	76	1.2003	-0.0159	1.2003	1.0956
No log	0.8387	78	1.2577	-0.0233	1.2577	1.1215
No log	0.8602	80	1.1783	-0.0233	1.1783	1.0855
No log	0.8817	82	0.9630	0.0244	0.9630	0.9813
No log	0.9032	84	0.6083	0.3292	0.6083	0.7800
No log	0.9247	86	0.7463	0.0886	0.7463	0.8639
No log	0.9462	88	0.8457	-0.0065	0.8457	0.9196
No log	0.9677	90	0.8584	0.0180	0.8584	0.9265
No log	0.9892	92	0.7982	0.1086	0.7982	0.8934
No log	1.0108	94	0.8135	0.0629	0.8135	0.9020
No log	1.0323	96	0.7740	0.2184	0.7740	0.8798
No log	1.0538	98	0.9228	0.0685	0.9228	0.9606
No log	1.0753	100	0.9036	0.0741	0.9036	0.9506
No log	1.0968	102	0.7488	0.1381	0.7488	0.8653
No log	1.1183	104	0.6504	0.1448	0.6504	0.8065
No log	1.1398	106	0.7670	0.0210	0.7670	0.8758
No log	1.1613	108	0.8274	0.0429	0.8274	0.9096
No log	1.1828	110	0.7299	0.1801	0.7299	0.8543
No log	1.2043	112	0.6498	0.1529	0.6498	0.8061
No log	1.2258	114	0.7125	0.0698	0.7125	0.8441
No log	1.2473	116	0.9646	-0.0265	0.9646	0.9821
No log	1.2688	118	1.1220	-0.1240	1.1220	1.0592
No log	1.2903	120	1.1030	-0.0970	1.1030	1.0502
No log	1.3118	122	0.9379	0.1304	0.9379	0.9684
No log	1.3333	124	0.6456	0.0769	0.6456	0.8035
No log	1.3548	126	0.6447	0.2179	0.6447	0.8029
No log	1.3763	128	0.7175	0.2410	0.7175	0.8471
No log	1.3978	130	0.6294	-0.0424	0.6294	0.7934
No log	1.4194	132	0.6594	0.1282	0.6594	0.8120
No log	1.4409	134	0.8646	0.1179	0.8646	0.9298
No log	1.4624	136	0.8025	0.1179	0.8025	0.8958
No log	1.4839	138	0.7231	0.1186	0.7231	0.8503
No log	1.5054	140	0.7946	0.2153	0.7946	0.8914
No log	1.5269	142	0.6789	0.1179	0.6789	0.8240
No log	1.5484	144	0.7031	0.1845	0.7031	0.8385
No log	1.5699	146	1.0004	0.1873	1.0004	1.0002
No log	1.5914	148	1.3493	-0.0278	1.3493	1.1616
No log	1.6129	150	1.1848	0.1292	1.1848	1.0885
No log	1.6344	152	0.7690	0.1927	0.7690	0.8769
No log	1.6559	154	0.6942	0.2523	0.6942	0.8332
No log	1.6774	156	0.6892	0.1698	0.6892	0.8302
No log	1.6989	158	0.8916	0.2066	0.8916	0.9442
No log	1.7204	160	1.4186	-0.0581	1.4186	1.1911
No log	1.7419	162	1.3573	-0.0581	1.3573	1.1650
No log	1.7634	164	0.8423	0.1928	0.8423	0.9178
No log	1.7849	166	0.7502	0.2897	0.7502	0.8661
No log	1.8065	168	1.3265	0.0195	1.3265	1.1518
No log	1.8280	170	1.3528	0.0418	1.3528	1.1631
No log	1.8495	172	1.0272	0.0717	1.0272	1.0135
No log	1.8710	174	0.6173	0.2766	0.6173	0.7857
No log	1.8925	176	0.6290	0.1392	0.6290	0.7931
No log	1.9140	178	0.7202	0.1135	0.7202	0.8487
No log	1.9355	180	0.6773	0.1489	0.6773	0.8230
No log	1.9570	182	0.6311	0.2332	0.6311	0.7944
No log	1.9785	184	0.6618	0.2161	0.6618	0.8135
No log	2.0	186	0.8744	0.1579	0.8744	0.9351
No log	2.0215	188	1.0147	0.0598	1.0147	1.0073
No log	2.0430	190	1.0478	0.0651	1.0478	1.0236
No log	2.0645	192	0.8503	0.1660	0.8503	0.9221
No log	2.0860	194	0.7899	0.2000	0.7899	0.8887
No log	2.1075	196	0.8138	0.2070	0.8138	0.9021
No log	2.1290	198	0.7563	0.2000	0.7563	0.8696
No log	2.1505	200	0.9114	0.1111	0.9114	0.9547
No log	2.1720	202	0.9997	-0.0224	0.9997	0.9999
No log	2.1935	204	0.8445	0.1712	0.8445	0.9190
No log	2.2151	206	0.7274	0.1414	0.7274	0.8529
No log	2.2366	208	0.7760	0.2233	0.7760	0.8809
No log	2.2581	210	1.0199	0.0843	1.0199	1.0099
No log	2.2796	212	1.0622	0.1506	1.0622	1.0307
No log	2.3011	214	0.8559	0.2554	0.8559	0.9251
No log	2.3226	216	0.7665	0.1848	0.7665	0.8755
No log	2.3441	218	0.7867	0.2294	0.7867	0.8870
No log	2.3656	220	0.8114	0.1873	0.8114	0.9008
No log	2.3871	222	0.7789	0.2327	0.7789	0.8825
No log	2.4086	224	0.7055	0.2153	0.7055	0.8400
No log	2.4301	226	0.6556	0.2563	0.6556	0.8097
No log	2.4516	228	0.6456	0.2941	0.6456	0.8035
No log	2.4731	230	0.6270	0.2300	0.6270	0.7918
No log	2.4946	232	0.6262	0.3131	0.6262	0.7913
No log	2.5161	234	0.6110	0.3301	0.6110	0.7816
No log	2.5376	236	0.6406	0.3116	0.6406	0.8004
No log	2.5591	238	0.7356	0.3274	0.7356	0.8577
No log	2.5806	240	1.0099	0.1533	1.0099	1.0049
No log	2.6022	242	0.8195	0.3388	0.8195	0.9053
No log	2.6237	244	0.8143	0.3036	0.8143	0.9024
No log	2.6452	246	0.8346	0.1746	0.8346	0.9136
No log	2.6667	248	0.7634	0.3188	0.7634	0.8738
No log	2.6882	250	0.7857	0.2881	0.7857	0.8864
No log	2.7097	252	0.8465	0.2258	0.8465	0.9201
No log	2.7312	254	0.8633	0.2134	0.8633	0.9292
No log	2.7527	256	0.7864	0.1790	0.7864	0.8868
No log	2.7742	258	0.7576	0.1443	0.7576	0.8704
No log	2.7957	260	0.6995	0.1658	0.6995	0.8364
No log	2.8172	262	0.7044	0.1667	0.7044	0.8393
No log	2.8387	264	0.7020	0.1746	0.7020	0.8379
No log	2.8602	266	0.6974	0.1691	0.6974	0.8351
No log	2.8817	268	0.8059	0.1931	0.8059	0.8977
No log	2.9032	270	0.7542	0.2137	0.7542	0.8684
No log	2.9247	272	0.7916	0.2134	0.7916	0.8897
No log	2.9462	274	0.9726	0.2000	0.9726	0.9862
No log	2.9677	276	0.9366	0.2000	0.9366	0.9678
No log	2.9892	278	0.6936	0.2523	0.6936	0.8328
No log	3.0108	280	0.5682	0.3023	0.5682	0.7538
No log	3.0323	282	0.5621	0.2457	0.5621	0.7497
No log	3.0538	284	0.6214	0.2965	0.6214	0.7883
No log	3.0753	286	0.9091	0.2681	0.9091	0.9535
No log	3.0968	288	1.0783	0.2000	1.0783	1.0384
No log	3.1183	290	0.8924	0.2681	0.8924	0.9447
No log	3.1398	292	0.6152	0.2965	0.6152	0.7844
No log	3.1613	294	0.5888	0.3725	0.5888	0.7674
No log	3.1828	296	0.6377	0.2762	0.6377	0.7985
No log	3.2043	298	0.6614	0.2762	0.6614	0.8132
No log	3.2258	300	0.7250	0.2744	0.7250	0.8515
No log	3.2473	302	0.6448	0.3301	0.6448	0.8030
No log	3.2688	304	0.6322	0.3016	0.6322	0.7951
No log	3.2903	306	0.6730	0.2637	0.6730	0.8203
No log	3.3118	308	0.9480	0.0877	0.9480	0.9737
No log	3.3333	310	1.0657	0.2177	1.0657	1.0323
No log	3.3548	312	0.8802	0.1560	0.8802	0.9382
No log	3.3763	314	0.6917	0.3131	0.6917	0.8317
No log	3.3978	316	0.7106	0.2563	0.7106	0.8430
No log	3.4194	318	0.9798	0.2000	0.9798	0.9898
No log	3.4409	320	1.0927	0.1419	1.0927	1.0453
No log	3.4624	322	0.9393	0.1613	0.9393	0.9692
No log	3.4839	324	0.9142	0.2348	0.9142	0.9561
No log	3.5054	326	0.7280	0.2157	0.7280	0.8532
No log	3.5269	328	0.5725	0.3208	0.5725	0.7566
No log	3.5484	330	0.5631	0.3208	0.5631	0.7504
No log	3.5699	332	0.6323	0.2663	0.6323	0.7952
No log	3.5914	334	0.8592	0.2348	0.8592	0.9269
No log	3.6129	336	1.0896	0.1407	1.0896	1.0438
No log	3.6344	338	1.0874	0.1127	1.0874	1.0428
No log	3.6559	340	0.9021	0.2348	0.9021	0.9498
No log	3.6774	342	0.6097	0.2593	0.6097	0.7808
No log	3.6989	344	0.5692	0.2201	0.5692	0.7545
No log	3.7204	346	0.5761	0.1795	0.5761	0.7590
No log	3.7419	348	0.6606	0.3103	0.6606	0.8128
No log	3.7634	350	0.7940	0.2315	0.7940	0.8910
No log	3.7849	352	0.7441	0.2251	0.7441	0.8626
No log	3.8065	354	0.6245	0.2471	0.6245	0.7902
No log	3.8280	356	0.7182	0.2000	0.7182	0.8475
No log	3.8495	358	0.8902	0.1493	0.8902	0.9435
No log	3.8710	360	0.7827	0.1921	0.7827	0.8847
No log	3.8925	362	0.6192	0.2444	0.6192	0.7869
No log	3.9140	364	0.8017	0.1770	0.8017	0.8954
No log	3.9355	366	0.9505	0.1579	0.9505	0.9749
No log	3.9570	368	0.8446	0.1790	0.8446	0.9190
No log	3.9785	370	0.6506	0.2258	0.6506	0.8066
No log	4.0	372	0.6186	0.1111	0.6186	0.7865
No log	4.0215	374	0.6152	0.1186	0.6152	0.7843
No log	4.0430	376	0.6871	0.2941	0.6871	0.8289
No log	4.0645	378	0.7884	0.25	0.7884	0.8879
No log	4.0860	380	0.7738	0.2511	0.7738	0.8796
No log	4.1075	382	0.6919	0.2865	0.6919	0.8318
No log	4.1290	384	0.6516	0.1209	0.6516	0.8072
No log	4.1505	386	0.6965	0.2340	0.6965	0.8346
No log	4.1720	388	0.7174	0.1921	0.7174	0.8470
No log	4.1935	390	0.6899	0.1919	0.6899	0.8306
No log	4.2151	392	0.7325	0.1921	0.7325	0.8559
No log	4.2366	394	0.9184	0.1799	0.9184	0.9583
No log	4.2581	396	1.0257	0.1605	1.0257	1.0128
No log	4.2796	398	0.9209	0.1864	0.9209	0.9596
No log	4.3011	400	0.7506	0.1174	0.7506	0.8664
No log	4.3226	402	0.6917	0.1503	0.6917	0.8317
No log	4.3441	404	0.6987	0.2563	0.6987	0.8359
No log	4.3656	406	0.6902	0.2549	0.6902	0.8308
No log	4.3871	408	0.8210	0.2000	0.8210	0.9061
No log	4.4086	410	0.9597	0.1867	0.9597	0.9797
No log	4.4301	412	1.0101	0.2424	1.0101	1.0050
No log	4.4516	414	0.8658	0.1736	0.8658	0.9305
No log	4.4731	416	0.6823	0.1848	0.6823	0.8260
No log	4.4946	418	0.6251	0.3191	0.6251	0.7907
No log	4.5161	420	0.6336	0.2258	0.6336	0.7960
No log	4.5376	422	0.6371	0.1832	0.6371	0.7982
No log	4.5591	424	0.6494	0.1837	0.6494	0.8058
No log	4.5806	426	0.6278	0.2258	0.6278	0.7923
No log	4.6022	428	0.6172	0.1724	0.6172	0.7856
No log	4.6237	430	0.6491	0.2315	0.6491	0.8057
No log	4.6452	432	0.8103	0.2000	0.8103	0.9002
No log	4.6667	434	0.9015	0.1319	0.9015	0.9495
No log	4.6882	436	0.8281	0.2000	0.8281	0.9100
No log	4.7097	438	0.6441	0.2577	0.6441	0.8025
No log	4.7312	440	0.5726	0.3478	0.5726	0.7567
No log	4.7527	442	0.5817	0.2917	0.5817	0.7627
No log	4.7742	444	0.5767	0.2381	0.5767	0.7594
No log	4.7957	446	0.5890	0.2914	0.5890	0.7675
No log	4.8172	448	0.5977	0.2994	0.5977	0.7731
No log	4.8387	450	0.6688	0.2563	0.6688	0.8178
No log	4.8602	452	0.6954	0.2563	0.6954	0.8339
No log	4.8817	454	0.6003	0.2626	0.6003	0.7748
No log	4.9032	456	0.5787	0.3563	0.5787	0.7607
No log	4.9247	458	0.6179	0.2086	0.6179	0.7861
No log	4.9462	460	0.6477	0.2563	0.6477	0.8048
No log	4.9677	462	0.6037	0.2842	0.6037	0.7769
No log	4.9892	464	0.7064	0.2549	0.7064	0.8404
No log	5.0108	466	0.8913	0.0823	0.8913	0.9441
No log	5.0323	468	0.8583	0.1504	0.8583	0.9265
No log	5.0538	470	0.6767	0.2762	0.6767	0.8226
No log	5.0753	472	0.6322	0.2986	0.6322	0.7951
No log	5.0968	474	0.7612	0.3365	0.7612	0.8725
No log	5.1183	476	0.7776	0.3365	0.7776	0.8818
No log	5.1398	478	0.6818	0.2563	0.6818	0.8257
No log	5.1613	480	0.6088	0.3016	0.6088	0.7802
No log	5.1828	482	0.5914	0.2727	0.5914	0.7691
No log	5.2043	484	0.6941	0.2549	0.6941	0.8331
No log	5.2258	486	0.7157	0.2549	0.7157	0.8460
No log	5.2473	488	0.7218	0.2536	0.7218	0.8496
No log	5.2688	490	0.6252	0.2487	0.6252	0.7907
No log	5.2903	492	0.5904	0.3297	0.5904	0.7684
No log	5.3118	494	0.6022	0.3161	0.6022	0.7760
No log	5.3333	496	0.5995	0.3367	0.5995	0.7743
No log	5.3548	498	0.6195	0.3433	0.6195	0.7871
0.4397	5.3763	500	0.6738	0.3365	0.6738	0.8208
0.4397	5.3978	502	0.7615	0.2511	0.7615	0.8726
0.4397	5.4194	504	0.7499	0.2414	0.7499	0.8660
0.4397	5.4409	506	0.6421	0.3365	0.6421	0.8013
0.4397	5.4624	508	0.6079	0.3433	0.6079	0.7797
0.4397	5.4839	510	0.6391	0.3077	0.6391	0.7994
0.4397	5.5054	512	0.6834	0.2077	0.6834	0.8267
0.4397	5.5269	514	0.6825	0.2079	0.6825	0.8261
0.4397	5.5484	516	0.6140	0.3498	0.6140	0.7836
0.4397	5.5699	518	0.6007	0.3535	0.6007	0.7750
0.4397	5.5914	520	0.6110	0.3498	0.6110	0.7817
0.4397	5.6129	522	0.6487	0.2390	0.6487	0.8054
0.4397	5.6344	524	0.6613	0.2381	0.6613	0.8132
0.4397	5.6559	526	0.6471	0.28	0.6471	0.8045
0.4397	5.6774	528	0.6243	0.3769	0.6243	0.7901
0.4397	5.6989	530	0.6363	0.3769	0.6363	0.7977
0.4397	5.7204	532	0.6893	0.2372	0.6893	0.8302
0.4397	5.7419	534	0.7509	0.2070	0.7509	0.8665
0.4397	5.7634	536	0.8233	0.1515	0.8233	0.9074
0.4397	5.7849	538	0.7678	0.2217	0.7678	0.8762
0.4397	5.8065	540	0.6347	0.2410	0.6347	0.7967
0.4397	5.8280	542	0.5952	0.3862	0.5952	0.7715
0.4397	5.8495	544	0.5976	0.3191	0.5976	0.7730
0.4397	5.8710	546	0.5797	0.2727	0.5797	0.7614
0.4397	5.8925	548	0.5642	0.3966	0.5642	0.7511
0.4397	5.9140	550	0.5725	0.2766	0.5725	0.7566
0.4397	5.9355	552	0.5977	0.2432	0.5977	0.7731
0.4397	5.9570	554	0.5938	0.2432	0.5938	0.7706
0.4397	5.9785	556	0.5573	0.3182	0.5573	0.7465
0.4397	6.0	558	0.5457	0.3086	0.5457	0.7387
0.4397	6.0215	560	0.5602	0.3778	0.5602	0.7485
0.4397	6.0430	562	0.5595	0.3548	0.5595	0.7480
0.4397	6.0645	564	0.5688	0.3299	0.5688	0.7542
0.4397	6.0860	566	0.6479	0.3571	0.6479	0.8049
0.4397	6.1075	568	0.7889	0.2579	0.7889	0.8882
0.4397	6.1290	570	0.8664	0.1579	0.8664	0.9308
0.4397	6.1505	572	0.8313	0.1928	0.8313	0.9118
0.4397	6.1720	574	0.6940	0.2775	0.6940	0.8331
0.4397	6.1935	576	0.5769	0.3607	0.5769	0.7596
0.4397	6.2151	578	0.5385	0.4455	0.5385	0.7338
0.4397	6.2366	580	0.5309	0.48	0.5309	0.7286
0.4397	6.2581	582	0.5198	0.4680	0.5198	0.7210
0.4397	6.2796	584	0.5591	0.4123	0.5591	0.7477
0.4397	6.3011	586	0.6149	0.2549	0.6149	0.7841
0.4397	6.3226	588	0.6721	0.2709	0.6721	0.8198
0.4397	6.3441	590	0.6623	0.2709	0.6623	0.8138
0.4397	6.3656	592	0.5996	0.2746	0.5996	0.7744
0.4397	6.3871	594	0.5230	0.4286	0.5230	0.7232
0.4397	6.4086	596	0.4802	0.4348	0.4802	0.6930
0.4397	6.4301	598	0.4963	0.4098	0.4963	0.7045
0.4397	6.4516	600	0.4931	0.4595	0.4931	0.7022
0.4397	6.4731	602	0.4973	0.3563	0.4973	0.7052
0.4397	6.4946	604	0.5388	0.4229	0.5388	0.7340
0.4397	6.5161	606	0.6014	0.2577	0.6014	0.7755
0.4397	6.5376	608	0.6280	0.2239	0.6280	0.7925
0.4397	6.5591	610	0.5877	0.3299	0.5877	0.7666
0.4397	6.5806	612	0.5732	0.3299	0.5732	0.7571
0.4397	6.6022	614	0.5313	0.4286	0.5313	0.7289
0.4397	6.6237	616	0.4916	0.4157	0.4916	0.7011
0.4397	6.6452	618	0.5164	0.4098	0.5164	0.7186
0.4397	6.6667	620	0.5369	0.4343	0.5369	0.7327
0.4397	6.6882	622	0.5138	0.4098	0.5138	0.7168
0.4397	6.7097	624	0.4853	0.3684	0.4853	0.6966
0.4397	6.7312	626	0.5187	0.4286	0.5187	0.7202
0.4397	6.7527	628	0.6449	0.2727	0.6449	0.8030
0.4397	6.7742	630	0.7183	0.2676	0.7183	0.8476
0.4397	6.7957	632	0.6812	0.3103	0.6812	0.8254
0.4397	6.8172	634	0.6153	0.2941	0.6153	0.7844
0.4397	6.8387	636	0.5386	0.4175	0.5386	0.7339
0.4397	6.8602	638	0.5108	0.3905	0.5108	0.7147
0.4397	6.8817	640	0.5055	0.4231	0.5055	0.7110
0.4397	6.9032	642	0.5139	0.4229	0.5139	0.7168
0.4397	6.9247	644	0.5472	0.3892	0.5472	0.7397
0.4397	6.9462	646	0.6262	0.3131	0.6262	0.7914
0.4397	6.9677	648	0.6334	0.3231	0.6334	0.7959
0.4397	6.9892	650	0.5925	0.3161	0.5925	0.7697
0.4397	7.0108	652	0.5568	0.3951	0.5568	0.7462
0.4397	7.0323	654	0.5260	0.3892	0.5260	0.7253
0.4397	7.0538	656	0.5036	0.4510	0.5036	0.7096
0.4397	7.0753	658	0.4909	0.4455	0.4909	0.7007
0.4397	7.0968	660	0.4923	0.4455	0.4923	0.7016
0.4397	7.1183	662	0.4883	0.4455	0.4883	0.6988
0.4397	7.1398	664	0.4855	0.4455	0.4855	0.6968
0.4397	7.1613	666	0.4756	0.4882	0.4756	0.6896
0.4397	7.1828	668	0.4782	0.4615	0.4782	0.6915
0.4397	7.2043	670	0.5094	0.4286	0.5094	0.7137
0.4397	7.2258	672	0.5673	0.4455	0.5673	0.7532
0.4397	7.2473	674	0.6465	0.3103	0.6465	0.8041
0.4397	7.2688	676	0.7072	0.2300	0.7072	0.8410
0.4397	7.2903	678	0.6633	0.2692	0.6633	0.8144
0.4397	7.3118	680	0.5595	0.4231	0.5595	0.7480
0.4397	7.3333	682	0.5135	0.4573	0.5135	0.7166
0.4397	7.3548	684	0.5149	0.4573	0.5149	0.7176
0.4397	7.3763	686	0.5342	0.4231	0.5342	0.7309
0.4397	7.3978	688	0.5665	0.4059	0.5665	0.7527
0.4397	7.4194	690	0.6268	0.2709	0.6268	0.7917
0.4397	7.4409	692	0.6488	0.28	0.6488	0.8055
0.4397	7.4624	694	0.6101	0.2709	0.6101	0.7811
0.4397	7.4839	696	0.5770	0.3161	0.5770	0.7596
0.4397	7.5054	698	0.5416	0.375	0.5416	0.7359
0.4397	7.5269	700	0.5243	0.3990	0.5243	0.7241
0.4397	7.5484	702	0.5012	0.3990	0.5012	0.7079
0.4397	7.5699	704	0.4972	0.3878	0.4972	0.7052
0.4397	7.5914	706	0.5024	0.3990	0.5024	0.7088
0.4397	7.6129	708	0.5132	0.3990	0.5132	0.7164
0.4397	7.6344	710	0.5216	0.3990	0.5216	0.7222
0.4397	7.6559	712	0.5111	0.4286	0.5111	0.7149
0.4397	7.6774	714	0.4951	0.4455	0.4951	0.7036
0.4397	7.6989	716	0.4831	0.4112	0.4831	0.6950
0.4397	7.7204	718	0.4880	0.4455	0.4880	0.6986
0.4397	7.7419	720	0.4947	0.4171	0.4947	0.7034
0.4397	7.7634	722	0.5253	0.4526	0.5253	0.7248
0.4397	7.7849	724	0.5367	0.4526	0.5367	0.7326
0.4397	7.8065	726	0.5334	0.4404	0.5334	0.7304
0.4397	7.8280	728	0.5427	0.4404	0.5427	0.7367
0.4397	7.8495	730	0.5340	0.4286	0.5340	0.7308
0.4397	7.8710	732	0.5264	0.4286	0.5264	0.7255
0.4397	7.8925	734	0.5101	0.3769	0.5101	0.7142
0.4397	7.9140	736	0.4882	0.4393	0.4882	0.6987
0.4397	7.9355	738	0.4824	0.4393	0.4824	0.6945
0.4397	7.9570	740	0.4955	0.4573	0.4955	0.7039
0.4397	7.9785	742	0.5167	0.4343	0.5167	0.7188
0.4397	8.0	744	0.5246	0.4462	0.5246	0.7243
0.4397	8.0215	746	0.5353	0.4462	0.5353	0.7316
0.4397	8.0430	748	0.5392	0.4167	0.5392	0.7343
0.4397	8.0645	750	0.5614	0.4167	0.5614	0.7493
0.4397	8.0860	752	0.5600	0.3862	0.5600	0.7483
0.4397	8.1075	754	0.5459	0.4167	0.5459	0.7388
0.4397	8.1290	756	0.5238	0.4167	0.5238	0.7237
0.4397	8.1505	758	0.4888	0.4819	0.4888	0.6991
0.4397	8.1720	760	0.4626	0.4747	0.4626	0.6802
0.4397	8.1935	762	0.4567	0.4286	0.4567	0.6758
0.4397	8.2151	764	0.4600	0.4573	0.4600	0.6782
0.4397	8.2366	766	0.4682	0.4627	0.4682	0.6843
0.4397	8.2581	768	0.4883	0.4694	0.4883	0.6988
0.4397	8.2796	770	0.5181	0.4462	0.5181	0.7198
0.4397	8.3011	772	0.5632	0.3706	0.5632	0.7505
0.4397	8.3226	774	0.5891	0.2653	0.5891	0.7675
0.4397	8.3441	776	0.5805	0.3367	0.5805	0.7619
0.4397	8.3656	778	0.5517	0.4112	0.5517	0.7428
0.4397	8.3871	780	0.5241	0.4510	0.5241	0.7240
0.4397	8.4086	782	0.5081	0.5048	0.5081	0.7128
0.4397	8.4301	784	0.5109	0.4510	0.5109	0.7148
0.4397	8.4516	786	0.5160	0.4510	0.5160	0.7184
0.4397	8.4731	788	0.5267	0.4229	0.5267	0.7257
0.4397	8.4946	790	0.5520	0.4112	0.5520	0.7429
0.4397	8.5161	792	0.5592	0.3367	0.5592	0.7478
0.4397	8.5376	794	0.5566	0.3089	0.5566	0.7461
0.4397	8.5591	796	0.5374	0.3862	0.5374	0.7331
0.4397	8.5806	798	0.5104	0.3939	0.5104	0.7144
0.4397	8.6022	800	0.4999	0.4171	0.4999	0.7070
0.4397	8.6237	802	0.4895	0.5074	0.4895	0.6997
0.4397	8.6452	804	0.4873	0.5074	0.4873	0.6981
0.4397	8.6667	806	0.4917	0.5074	0.4917	0.7012
0.4397	8.6882	808	0.5009	0.5	0.5009	0.7077
0.4397	8.7097	810	0.5064	0.5	0.5064	0.7116
0.4397	8.7312	812	0.5065	0.5	0.5065	0.7117
0.4397	8.7527	814	0.5098	0.5	0.5098	0.7140
0.4397	8.7742	816	0.5209	0.4455	0.5209	0.7217
0.4397	8.7957	818	0.5369	0.4175	0.5369	0.7327
0.4397	8.8172	820	0.5496	0.4175	0.5496	0.7413
0.4397	8.8387	822	0.5743	0.3892	0.5743	0.7578
0.4397	8.8602	824	0.6002	0.3267	0.6002	0.7747
0.4397	8.8817	826	0.6205	0.2965	0.6205	0.7877
0.4397	8.9032	828	0.6133	0.3267	0.6133	0.7831
0.4397	8.9247	830	0.5940	0.3171	0.5940	0.7707
0.4397	8.9462	832	0.5709	0.4175	0.5709	0.7556
0.4397	8.9677	834	0.5557	0.4175	0.5557	0.7455
0.4397	8.9892	836	0.5390	0.4510	0.5390	0.7341
0.4397	9.0108	838	0.5306	0.4667	0.5306	0.7284
0.4397	9.0323	840	0.5283	0.4667	0.5283	0.7269
0.4397	9.0538	842	0.5247	0.4732	0.5247	0.7244
0.4397	9.0753	844	0.5246	0.4732	0.5246	0.7243
0.4397	9.0968	846	0.5190	0.4732	0.5190	0.7204
0.4397	9.1183	848	0.5190	0.4732	0.5190	0.7204
0.4397	9.1398	850	0.5153	0.5	0.5153	0.7179
0.4397	9.1613	852	0.5153	0.5	0.5153	0.7178
0.4397	9.1828	854	0.5182	0.4732	0.5182	0.7199
0.4397	9.2043	856	0.5241	0.4455	0.5241	0.7239
0.4397	9.2258	858	0.5269	0.4455	0.5269	0.7259
0.4397	9.2473	860	0.5245	0.4455	0.5245	0.7242
0.4397	9.2688	862	0.5248	0.4455	0.5248	0.7244
0.4397	9.2903	864	0.5245	0.4455	0.5245	0.7242
0.4397	9.3118	866	0.5249	0.4455	0.5249	0.7245
0.4397	9.3333	868	0.5314	0.4286	0.5314	0.7290
0.4397	9.3548	870	0.5400	0.4286	0.5400	0.7349
0.4397	9.3763	872	0.5510	0.4175	0.5510	0.7423
0.4397	9.3978	874	0.5548	0.4175	0.5548	0.7448
0.4397	9.4194	876	0.5507	0.4175	0.5507	0.7421
0.4397	9.4409	878	0.5435	0.4229	0.5435	0.7372
0.4397	9.4624	880	0.5353	0.4573	0.5353	0.7317
0.4397	9.4839	882	0.5313	0.4455	0.5313	0.7289
0.4397	9.5054	884	0.5269	0.4455	0.5269	0.7259
0.4397	9.5269	886	0.5231	0.4732	0.5231	0.7233
0.4397	9.5484	888	0.5210	0.4732	0.5210	0.7218
0.4397	9.5699	890	0.5219	0.4732	0.5219	0.7224
0.4397	9.5914	892	0.5226	0.4455	0.5226	0.7229
0.4397	9.6129	894	0.5235	0.4455	0.5235	0.7236
0.4397	9.6344	896	0.5242	0.4455	0.5242	0.7240
0.4397	9.6559	898	0.5239	0.4573	0.5239	0.7238
0.4397	9.6774	900	0.5251	0.4573	0.5251	0.7247
0.4397	9.6989	902	0.5291	0.4286	0.5291	0.7274
0.4397	9.7204	904	0.5351	0.4229	0.5351	0.7315
0.4397	9.7419	906	0.5397	0.4229	0.5397	0.7346
0.4397	9.7634	908	0.5420	0.4229	0.5420	0.7362
0.4397	9.7849	910	0.5450	0.4175	0.5450	0.7382
0.4397	9.8065	912	0.5480	0.4175	0.5480	0.7403
0.4397	9.8280	914	0.5488	0.4175	0.5488	0.7408
0.4397	9.8495	916	0.5485	0.4175	0.5485	0.7406
0.4397	9.8710	918	0.5475	0.4175	0.5475	0.7400
0.4397	9.8925	920	0.5459	0.4229	0.5459	0.7389
0.4397	9.9140	922	0.5438	0.4229	0.5438	0.7374
0.4397	9.9355	924	0.5422	0.4229	0.5422	0.7363
0.4397	9.9570	926	0.5410	0.4229	0.5410	0.7355
0.4397	9.9785	928	0.5402	0.4229	0.5402	0.7350
0.4397	10.0	930	0.5401	0.4229	0.5401	0.7349

Framework versions

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