ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task1_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: 0.8479
• Qwk: 0.6475
• Mse: 0.8479
• Rmse: 0.9208

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	0.0333	2	7.1846	0.0	7.1847	2.6804
No log	0.0667	4	4.7972	0.0700	4.7972	2.1903
No log	0.1	6	4.8591	-0.1279	4.8591	2.2043
No log	0.1333	8	3.5416	0.0	3.5416	1.8819
No log	0.1667	10	1.9720	0.1849	1.9720	1.4043
No log	0.2	12	1.7904	0.1481	1.7904	1.3381
No log	0.2333	14	2.0248	0.1695	2.0248	1.4230
No log	0.2667	16	2.1667	0.0310	2.1667	1.4720
No log	0.3	18	2.2794	0.0714	2.2794	1.5098
No log	0.3333	20	2.6497	0.1274	2.6497	1.6278
No log	0.3667	22	2.1338	0.1277	2.1338	1.4608
No log	0.4	24	1.5783	0.3361	1.5783	1.2563
No log	0.4333	26	1.3989	0.3559	1.3989	1.1828
No log	0.4667	28	1.5804	0.3529	1.5804	1.2571
No log	0.5	30	2.5418	0.2034	2.5418	1.5943
No log	0.5333	32	2.6391	0.2034	2.6391	1.6245
No log	0.5667	34	2.2626	0.2469	2.2626	1.5042
No log	0.6	36	2.0621	0.3077	2.0621	1.4360
No log	0.6333	38	2.1655	0.2959	2.1655	1.4716
No log	0.6667	40	2.5110	0.2887	2.5110	1.5846
No log	0.7	42	2.1763	0.3060	2.1763	1.4752
No log	0.7333	44	1.8463	0.3879	1.8463	1.3588
No log	0.7667	46	1.3264	0.5035	1.3264	1.1517
No log	0.8	48	1.1212	0.5113	1.1212	1.0589
No log	0.8333	50	1.0710	0.5038	1.0710	1.0349
No log	0.8667	52	1.2558	0.4677	1.2558	1.1206
No log	0.9	54	1.2369	0.4651	1.2369	1.1121
No log	0.9333	56	1.2897	0.5036	1.2897	1.1357
No log	0.9667	58	1.6639	0.4430	1.6639	1.2899
No log	1.0	60	2.3002	0.3298	2.3002	1.5167
No log	1.0333	62	2.2663	0.3196	2.2663	1.5054
No log	1.0667	64	1.6949	0.4937	1.6949	1.3019
No log	1.1	66	1.2430	0.5789	1.2430	1.1149
No log	1.1333	68	1.0017	0.6122	1.0017	1.0009
No log	1.1667	70	0.9725	0.6447	0.9725	0.9861
No log	1.2	72	1.2236	0.6550	1.2236	1.1062
No log	1.2333	74	1.7233	0.5366	1.7233	1.3128
No log	1.2667	76	1.5609	0.6	1.5609	1.2494
No log	1.3	78	1.2943	0.6243	1.2943	1.1377
No log	1.3333	80	1.0079	0.6826	1.0079	1.0040
No log	1.3667	82	0.8990	0.6345	0.8990	0.9481
No log	1.4	84	1.0619	0.5147	1.0619	1.0305
No log	1.4333	86	0.9650	0.5775	0.9650	0.9824
No log	1.4667	88	1.1571	0.6522	1.1571	1.0757
No log	1.5	90	1.6319	0.5882	1.6319	1.2774
No log	1.5333	92	1.5429	0.5970	1.5429	1.2421
No log	1.5667	94	1.1406	0.6404	1.1406	1.0680
No log	1.6	96	0.8936	0.6536	0.8936	0.9453
No log	1.6333	98	0.8681	0.64	0.8681	0.9317
No log	1.6667	100	0.7656	0.7211	0.7656	0.8750
No log	1.7	102	0.8229	0.6528	0.8229	0.9071
No log	1.7333	104	0.9886	0.6111	0.9886	0.9943
No log	1.7667	106	0.9699	0.6216	0.9699	0.9848
No log	1.8	108	0.7520	0.7297	0.7520	0.8672
No log	1.8333	110	0.7097	0.7421	0.7097	0.8424
No log	1.8667	112	0.7457	0.7195	0.7457	0.8636
No log	1.9	114	0.9870	0.6971	0.9870	0.9935
No log	1.9333	116	1.3423	0.6524	1.3423	1.1586
No log	1.9667	118	1.0679	0.6629	1.0679	1.0334
No log	2.0	120	0.6772	0.7075	0.6772	0.8229
No log	2.0333	122	0.6982	0.7234	0.6982	0.8356
No log	2.0667	124	0.7019	0.7	0.7019	0.8378
No log	2.1	126	0.8666	0.6842	0.8666	0.9309
No log	2.1333	128	0.8298	0.6797	0.8298	0.9110
No log	2.1667	130	0.7707	0.6887	0.7707	0.8779
No log	2.2	132	0.7793	0.7051	0.7793	0.8828
No log	2.2333	134	0.9611	0.6971	0.9611	0.9804
No log	2.2667	136	1.1120	0.6776	1.1120	1.0545
No log	2.3	138	1.0702	0.7243	1.0702	1.0345
No log	2.3333	140	0.8429	0.7030	0.8429	0.9181
No log	2.3667	142	0.8888	0.6625	0.8888	0.9428
No log	2.4	144	0.8826	0.6832	0.8826	0.9394
No log	2.4333	146	0.8354	0.7024	0.8354	0.9140
No log	2.4667	148	0.8440	0.7018	0.8440	0.9187
No log	2.5	150	0.8204	0.6752	0.8204	0.9058
No log	2.5333	152	0.9132	0.6479	0.9132	0.9556
No log	2.5667	154	0.7914	0.6986	0.7914	0.8896
No log	2.6	156	0.7458	0.7285	0.7458	0.8636
No log	2.6333	158	0.7669	0.7152	0.7669	0.8757
No log	2.6667	160	0.7750	0.7248	0.7750	0.8803
No log	2.7	162	0.7996	0.7320	0.7996	0.8942
No log	2.7333	164	0.9152	0.6790	0.9152	0.9567
No log	2.7667	166	1.0650	0.6444	1.0650	1.0320
No log	2.8	168	1.0909	0.6943	1.0909	1.0444
No log	2.8333	170	1.0041	0.7245	1.0041	1.0021
No log	2.8667	172	1.0371	0.6943	1.0371	1.0184
No log	2.9	174	0.9001	0.7222	0.9001	0.9487
No log	2.9333	176	0.7279	0.7394	0.7279	0.8531
No log	2.9667	178	0.6064	0.8272	0.6064	0.7787
No log	3.0	180	0.6282	0.8	0.6282	0.7926
No log	3.0333	182	0.6996	0.7468	0.6996	0.8364
No log	3.0667	184	0.6872	0.7547	0.6872	0.8289
No log	3.1	186	0.6845	0.7516	0.6845	0.8273
No log	3.1333	188	0.7875	0.7286	0.7875	0.8874
No log	3.1667	190	0.8322	0.6957	0.8322	0.9122
No log	3.2	192	0.7459	0.7297	0.7459	0.8637
No log	3.2333	194	0.7403	0.7179	0.7403	0.8604
No log	3.2667	196	0.6766	0.7799	0.6766	0.8226
No log	3.3	198	0.6410	0.7568	0.6410	0.8006
No log	3.3333	200	0.6187	0.7682	0.6187	0.7866
No log	3.3667	202	0.7258	0.6968	0.7258	0.8519
No log	3.4	204	0.9150	0.6667	0.9150	0.9566
No log	3.4333	206	0.9721	0.6541	0.9721	0.9860
No log	3.4667	208	0.8627	0.6216	0.8627	0.9288
No log	3.5	210	0.7423	0.6853	0.7423	0.8616
No log	3.5333	212	0.6953	0.6950	0.6953	0.8339
No log	3.5667	214	0.7048	0.7320	0.7048	0.8395
No log	3.6	216	0.9272	0.6667	0.9272	0.9629
No log	3.6333	218	1.2294	0.6667	1.2294	1.1088
No log	3.6667	220	1.1339	0.6667	1.1339	1.0648
No log	3.7	222	0.7360	0.7368	0.7360	0.8579
No log	3.7333	224	0.6334	0.7904	0.6334	0.7958
No log	3.7667	226	0.6508	0.7831	0.6508	0.8067
No log	3.8	228	0.7035	0.7262	0.7035	0.8387
No log	3.8333	230	0.6669	0.7711	0.6669	0.8166
No log	3.8667	232	0.6734	0.7673	0.6734	0.8206
No log	3.9	234	0.7013	0.7595	0.7013	0.8374
No log	3.9333	236	0.8270	0.6753	0.8270	0.9094
No log	3.9667	238	0.8641	0.64	0.8641	0.9296
No log	4.0	240	0.7867	0.6575	0.7867	0.8869
No log	4.0333	242	0.7330	0.6892	0.7330	0.8562
No log	4.0667	244	0.6090	0.7550	0.6090	0.7804
No log	4.1	246	0.5127	0.8077	0.5127	0.7160
No log	4.1333	248	0.5064	0.8242	0.5064	0.7116
No log	4.1667	250	0.6196	0.7719	0.6196	0.7871
No log	4.2	252	0.8138	0.7293	0.8138	0.9021
No log	4.2333	254	1.1481	0.7090	1.1481	1.0715
No log	4.2667	256	1.0451	0.7435	1.0451	1.0223
No log	4.3	258	0.7020	0.7308	0.7020	0.8378
No log	4.3333	260	0.5899	0.8212	0.5899	0.7680
No log	4.3667	262	0.6228	0.7973	0.6228	0.7891
No log	4.4	264	0.6220	0.7785	0.6220	0.7887
No log	4.4333	266	0.6890	0.7355	0.6890	0.8300
No log	4.4667	268	0.8085	0.7066	0.8085	0.8992
No log	4.5	270	0.8663	0.7119	0.8663	0.9308
No log	4.5333	272	0.7108	0.7239	0.7108	0.8431
No log	4.5667	274	0.6010	0.8052	0.6010	0.7753
No log	4.6	276	0.6088	0.7974	0.6088	0.7803
No log	4.6333	278	0.6902	0.7532	0.6902	0.8308
No log	4.6667	280	0.7646	0.7296	0.7646	0.8744
No log	4.7	282	0.7462	0.7436	0.7462	0.8638
No log	4.7333	284	0.7407	0.7436	0.7407	0.8606
No log	4.7667	286	0.7787	0.6986	0.7787	0.8825
No log	4.8	288	0.9208	0.6579	0.9208	0.9596
No log	4.8333	290	1.1421	0.6335	1.1421	1.0687
No log	4.8667	292	1.1852	0.6182	1.1852	1.0887
No log	4.9	294	1.0146	0.6420	1.0146	1.0073
No log	4.9333	296	0.7889	0.6980	0.7889	0.8882
No log	4.9667	298	0.7353	0.7172	0.7353	0.8575
No log	5.0	300	0.7253	0.7246	0.7253	0.8516
No log	5.0333	302	0.7070	0.7376	0.7070	0.8408
No log	5.0667	304	0.7553	0.6950	0.7553	0.8691
No log	5.1	306	0.7858	0.6571	0.7858	0.8865
No log	5.1333	308	0.7166	0.7211	0.7166	0.8465
No log	5.1667	310	0.6206	0.7815	0.6206	0.7878
No log	5.2	312	0.5751	0.7895	0.5751	0.7584
No log	5.2333	314	0.5519	0.7895	0.5519	0.7429
No log	5.2667	316	0.5322	0.8	0.5322	0.7295
No log	5.3	318	0.5277	0.8228	0.5277	0.7264
No log	5.3333	320	0.5402	0.8075	0.5402	0.7350
No log	5.3667	322	0.5417	0.8323	0.5417	0.7360
No log	5.4	324	0.5968	0.7871	0.5968	0.7725
No log	5.4333	326	0.6729	0.7550	0.6729	0.8203
No log	5.4667	328	0.7409	0.7417	0.7409	0.8608
No log	5.5	330	0.7353	0.7436	0.7353	0.8575
No log	5.5333	332	0.7247	0.7389	0.7247	0.8513
No log	5.5667	334	0.6377	0.775	0.6377	0.7986
No log	5.6	336	0.6503	0.7702	0.6503	0.8064
No log	5.6333	338	0.6893	0.7857	0.6893	0.8303
No log	5.6667	340	0.7967	0.7349	0.7967	0.8926
No log	5.7	342	0.8475	0.7349	0.8475	0.9206
No log	5.7333	344	0.7179	0.7625	0.7179	0.8473
No log	5.7667	346	0.7276	0.7417	0.7276	0.8530
No log	5.8	348	0.7942	0.7320	0.7942	0.8912
No log	5.8333	350	0.8392	0.7097	0.8392	0.9161
No log	5.8667	352	0.7626	0.7179	0.7626	0.8733
No log	5.9	354	0.7227	0.7179	0.7227	0.8501
No log	5.9333	356	0.7204	0.7179	0.7204	0.8488
No log	5.9667	358	0.6147	0.7975	0.6147	0.7840
No log	6.0	360	0.5998	0.7975	0.5998	0.7745
No log	6.0333	362	0.6557	0.7702	0.6557	0.8098
No log	6.0667	364	0.8057	0.6968	0.8057	0.8976
No log	6.1	366	0.7723	0.6923	0.7723	0.8788
No log	6.1333	368	0.7294	0.6968	0.7294	0.8541
No log	6.1667	370	0.6402	0.7848	0.6402	0.8001
No log	6.2	372	0.6174	0.7974	0.6174	0.7858
No log	6.2333	374	0.6562	0.76	0.6562	0.8101
No log	6.2667	376	0.6961	0.7467	0.6961	0.8343
No log	6.3	378	0.6605	0.7682	0.6605	0.8127
No log	6.3333	380	0.6267	0.8052	0.6267	0.7916
No log	6.3667	382	0.6339	0.8050	0.6339	0.7962
No log	6.4	384	0.6830	0.7771	0.6830	0.8264
No log	6.4333	386	0.7020	0.7547	0.7020	0.8379
No log	6.4667	388	0.6547	0.8	0.6547	0.8092
No log	6.5	390	0.6174	0.8050	0.6174	0.7857
No log	6.5333	392	0.6818	0.7821	0.6818	0.8257
No log	6.5667	394	0.8049	0.6968	0.8049	0.8972
No log	6.6	396	0.9114	0.6460	0.9114	0.9547
No log	6.6333	398	0.8052	0.6752	0.8052	0.8973
No log	6.6667	400	0.6637	0.7821	0.6637	0.8147
No log	6.7	402	0.5830	0.8125	0.5830	0.7636
No log	6.7333	404	0.6287	0.7875	0.6287	0.7929
No log	6.7667	406	0.7641	0.7152	0.7641	0.8741
No log	6.8	408	1.0019	0.6437	1.0019	1.0010
No log	6.8333	410	0.9678	0.6628	0.9678	0.9838
No log	6.8667	412	0.7261	0.7342	0.7261	0.8521
No log	6.9	414	0.6218	0.8050	0.6218	0.7885
No log	6.9333	416	0.6496	0.7898	0.6496	0.8060
No log	6.9667	418	0.6771	0.7613	0.6771	0.8229
No log	7.0	420	0.7170	0.7320	0.7170	0.8467
No log	7.0333	422	0.6849	0.7532	0.6849	0.8276
No log	7.0667	424	0.6627	0.7643	0.6627	0.8141
No log	7.1	426	0.6012	0.8025	0.6012	0.7754
No log	7.1333	428	0.5458	0.8293	0.5458	0.7388
No log	7.1667	430	0.5504	0.8333	0.5504	0.7419
No log	7.2	432	0.6180	0.7886	0.6180	0.7861
No log	7.2333	434	0.6375	0.7784	0.6375	0.7984
No log	7.2667	436	0.5944	0.8098	0.5944	0.7710
No log	7.3	438	0.5742	0.8148	0.5742	0.7578
No log	7.3333	440	0.6367	0.7778	0.6367	0.7979
No log	7.3667	442	0.5880	0.8049	0.5880	0.7668
No log	7.4	444	0.5348	0.8148	0.5348	0.7313
No log	7.4333	446	0.6464	0.7975	0.6464	0.8040
No log	7.4667	448	1.0496	0.6848	1.0496	1.0245
No log	7.5	450	1.0900	0.6885	1.0900	1.0440
No log	7.5333	452	0.8336	0.6977	0.8336	0.9130
No log	7.5667	454	0.5488	0.7898	0.5488	0.7408
No log	7.6	456	0.4714	0.8323	0.4714	0.6866
No log	7.6333	458	0.4782	0.7898	0.4782	0.6915
No log	7.6667	460	0.4537	0.8415	0.4537	0.6736
No log	7.7	462	0.4876	0.8434	0.4876	0.6983
No log	7.7333	464	0.6530	0.7931	0.6530	0.8081
No log	7.7667	466	0.7203	0.7262	0.7203	0.8487
No log	7.8	468	0.6409	0.7468	0.6409	0.8006
No log	7.8333	470	0.6074	0.7785	0.6074	0.7794
No log	7.8667	472	0.6417	0.7808	0.6417	0.8010
No log	7.9	474	0.6511	0.7413	0.6511	0.8069
No log	7.9333	476	0.6028	0.7778	0.6028	0.7764
No log	7.9667	478	0.6038	0.7703	0.6038	0.7771
No log	8.0	480	0.7929	0.6755	0.7929	0.8904
No log	8.0333	482	0.8939	0.6835	0.8939	0.9455
No log	8.0667	484	0.7639	0.7044	0.7639	0.8740
No log	8.1	486	0.5393	0.8199	0.5393	0.7344
No log	8.1333	488	0.4736	0.8228	0.4736	0.6882
No log	8.1667	490	0.4986	0.8158	0.4986	0.7061
No log	8.2	492	0.5300	0.8182	0.5300	0.7280
No log	8.2333	494	0.6134	0.7742	0.6134	0.7832
No log	8.2667	496	0.8962	0.6839	0.8962	0.9467
No log	8.3	498	1.0328	0.6420	1.0328	1.0163
0.3727	8.3333	500	0.9416	0.6541	0.9416	0.9704
0.3727	8.3667	502	0.7534	0.7179	0.7534	0.8680
0.3727	8.4	504	0.6344	0.7595	0.6344	0.7965
0.3727	8.4333	506	0.5791	0.7826	0.5791	0.7610
0.3727	8.4667	508	0.6389	0.7730	0.6389	0.7993
0.3727	8.5	510	0.6777	0.7636	0.6777	0.8232
0.3727	8.5333	512	0.6019	0.7901	0.6019	0.7758
0.3727	8.5667	514	0.5002	0.825	0.5002	0.7073
0.3727	8.6	516	0.4994	0.8182	0.4994	0.7067
0.3727	8.6333	518	0.5240	0.8235	0.5240	0.7239
0.3727	8.6667	520	0.5309	0.8280	0.5309	0.7287
0.3727	8.7	522	0.5890	0.7875	0.5890	0.7675
0.3727	8.7333	524	0.8134	0.7093	0.8134	0.9019
0.3727	8.7667	526	1.0162	0.6816	1.0162	1.0081
0.3727	8.8	528	0.9933	0.7104	0.9933	0.9966
0.3727	8.8333	530	0.8018	0.7159	0.8018	0.8954
0.3727	8.8667	532	0.5796	0.7953	0.5796	0.7613
0.3727	8.9	534	0.5294	0.8447	0.5294	0.7276
0.3727	8.9333	536	0.5820	0.8182	0.5820	0.7629
0.3727	8.9667	538	0.6594	0.8289	0.6594	0.8121
0.3727	9.0	540	0.7215	0.7297	0.7215	0.8494
0.3727	9.0333	542	0.8289	0.6479	0.8289	0.9104
0.3727	9.0667	544	0.8998	0.6014	0.8998	0.9486
0.3727	9.1	546	0.8672	0.6575	0.8672	0.9312
0.3727	9.1333	548	0.7584	0.7114	0.7584	0.8708
0.3727	9.1667	550	0.6445	0.7919	0.6445	0.8028
0.3727	9.2	552	0.5987	0.8158	0.5987	0.7737
0.3727	9.2333	554	0.6108	0.7919	0.6108	0.7815
0.3727	9.2667	556	0.6015	0.7550	0.6015	0.7756
0.3727	9.3	558	0.5422	0.8077	0.5422	0.7363
0.3727	9.3333	560	0.5047	0.8176	0.5047	0.7104
0.3727	9.3667	562	0.5639	0.8235	0.5639	0.7509
0.3727	9.4	564	0.6764	0.7470	0.6764	0.8224
0.3727	9.4333	566	0.8183	0.7037	0.8183	0.9046
0.3727	9.4667	568	0.8845	0.675	0.8845	0.9405
0.3727	9.5	570	0.8439	0.6753	0.8439	0.9186
0.3727	9.5333	572	0.7760	0.7020	0.7760	0.8809
0.3727	9.5667	574	0.7160	0.7383	0.7160	0.8462
0.3727	9.6	576	0.7115	0.7114	0.7115	0.8435
0.3727	9.6333	578	0.7283	0.7059	0.7283	0.8534
0.3727	9.6667	580	0.7552	0.7037	0.7552	0.8690
0.3727	9.7	582	0.7351	0.7037	0.7351	0.8574
0.3727	9.7333	584	0.6606	0.75	0.6606	0.8128
0.3727	9.7667	586	0.5815	0.8077	0.5815	0.7625
0.3727	9.8	588	0.5648	0.8133	0.5648	0.7515
0.3727	9.8333	590	0.5842	0.8082	0.5842	0.7643
0.3727	9.8667	592	0.5830	0.8212	0.5830	0.7636
0.3727	9.9	594	0.6181	0.7733	0.6181	0.7862
0.3727	9.9333	596	0.6412	0.7550	0.6412	0.8007
0.3727	9.9667	598	0.6102	0.7632	0.6102	0.7811
0.3727	10.0	600	0.5698	0.7919	0.5698	0.7548
0.3727	10.0333	602	0.5835	0.7945	0.5835	0.7639
0.3727	10.0667	604	0.6219	0.7586	0.6219	0.7886
0.3727	10.1	606	0.6217	0.7639	0.6217	0.7885
0.3727	10.1333	608	0.6164	0.7947	0.6164	0.7851
0.3727	10.1667	610	0.7020	0.7237	0.7020	0.8378
0.3727	10.2	612	0.9176	0.6460	0.9176	0.9579
0.3727	10.2333	614	1.0248	0.6424	1.0248	1.0123
0.3727	10.2667	616	0.9648	0.6545	0.9648	0.9823
0.3727	10.3	618	0.8150	0.7226	0.8150	0.9028
0.3727	10.3333	620	0.6594	0.75	0.6594	0.8120
0.3727	10.3667	622	0.6111	0.7763	0.6111	0.7817
0.3727	10.4	624	0.6272	0.7742	0.6272	0.7920
0.3727	10.4333	626	0.7243	0.7237	0.7243	0.8510
0.3727	10.4667	628	0.9478	0.6582	0.9478	0.9736
0.3727	10.5	630	1.0599	0.6335	1.0599	1.0295
0.3727	10.5333	632	1.0182	0.6364	1.0182	1.0091
0.3727	10.5667	634	0.8324	0.6933	0.8324	0.9124
0.3727	10.6	636	0.7437	0.7211	0.7437	0.8624
0.3727	10.6333	638	0.7078	0.7297	0.7078	0.8413
0.3727	10.6667	640	0.6969	0.7297	0.6969	0.8348
0.3727	10.7	642	0.6941	0.7034	0.6941	0.8331
0.3727	10.7333	644	0.6611	0.7361	0.6611	0.8131
0.3727	10.7667	646	0.6559	0.7465	0.6559	0.8099
0.3727	10.8	648	0.6686	0.75	0.6686	0.8177
0.3727	10.8333	650	0.6763	0.7376	0.6763	0.8223
0.3727	10.8667	652	0.6489	0.7376	0.6489	0.8055
0.3727	10.9	654	0.6243	0.7586	0.6243	0.7902
0.3727	10.9333	656	0.5978	0.7733	0.5978	0.7732
0.3727	10.9667	658	0.5684	0.7895	0.5684	0.7539
0.3727	11.0	660	0.5806	0.7974	0.5806	0.7620
0.3727	11.0333	662	0.6420	0.7898	0.6420	0.8012
0.3727	11.0667	664	0.6669	0.7821	0.6669	0.8166
0.3727	11.1	666	0.6666	0.7417	0.6666	0.8164
0.3727	11.1333	668	0.6501	0.7763	0.6501	0.8063
0.3727	11.1667	670	0.6381	0.7682	0.6381	0.7988
0.3727	11.2	672	0.6140	0.7843	0.6140	0.7836
0.3727	11.2333	674	0.5833	0.7733	0.5833	0.7637
0.3727	11.2667	676	0.6062	0.7432	0.6062	0.7786
0.3727	11.3	678	0.7155	0.6849	0.7155	0.8459
0.3727	11.3333	680	0.7661	0.6980	0.7661	0.8752
0.3727	11.3667	682	0.7596	0.6980	0.7596	0.8716
0.3727	11.4	684	0.7534	0.6980	0.7534	0.8680
0.3727	11.4333	686	0.7765	0.6757	0.7765	0.8812
0.3727	11.4667	688	0.7218	0.7190	0.7218	0.8496
0.3727	11.5	690	0.6505	0.7564	0.6505	0.8065
0.3727	11.5333	692	0.6137	0.7949	0.6137	0.7834
0.3727	11.5667	694	0.6107	0.7895	0.6107	0.7815
0.3727	11.6	696	0.6031	0.7619	0.6031	0.7766
0.3727	11.6333	698	0.5981	0.7838	0.5981	0.7734
0.3727	11.6667	700	0.6238	0.7568	0.6238	0.7898
0.3727	11.7	702	0.6672	0.7248	0.6672	0.8168
0.3727	11.7333	704	0.6983	0.7190	0.6983	0.8356
0.3727	11.7667	706	0.6941	0.6939	0.6941	0.8331
0.3727	11.8	708	0.7009	0.6806	0.7009	0.8372
0.3727	11.8333	710	0.6835	0.7034	0.6835	0.8267
0.3727	11.8667	712	0.6454	0.7432	0.6454	0.8034
0.3727	11.9	714	0.6066	0.7619	0.6066	0.7789
0.3727	11.9333	716	0.6212	0.7534	0.6212	0.7882
0.3727	11.9667	718	0.6871	0.6713	0.6871	0.8289
0.3727	12.0	720	0.7595	0.7006	0.7595	0.8715
0.3727	12.0333	722	0.7597	0.7117	0.7597	0.8716
0.3727	12.0667	724	0.6859	0.7381	0.6859	0.8282
0.3727	12.1	726	0.6110	0.8	0.6110	0.7817
0.3727	12.1333	728	0.5766	0.8313	0.5766	0.7593
0.3727	12.1667	730	0.5525	0.8228	0.5525	0.7433
0.3727	12.2	732	0.5362	0.8228	0.5362	0.7322
0.3727	12.2333	734	0.5334	0.8228	0.5334	0.7303
0.3727	12.2667	736	0.5637	0.8503	0.5637	0.7508
0.3727	12.3	738	0.6629	0.7574	0.6629	0.8142
0.3727	12.3333	740	0.7148	0.7108	0.7148	0.8455
0.3727	12.3667	742	0.6739	0.7239	0.6739	0.8209
0.3727	12.4	744	0.5862	0.76	0.5862	0.7656
0.3727	12.4333	746	0.5558	0.8158	0.5558	0.7455
0.3727	12.4667	748	0.5532	0.7973	0.5532	0.7438
0.3727	12.5	750	0.5499	0.7973	0.5499	0.7416
0.3727	12.5333	752	0.5666	0.7922	0.5666	0.7527
0.3727	12.5667	754	0.6810	0.7248	0.6810	0.8252
0.3727	12.6	756	0.8659	0.6829	0.8659	0.9305
0.3727	12.6333	758	0.9157	0.6826	0.9157	0.9569
0.3727	12.6667	760	0.8126	0.6788	0.8126	0.9015
0.3727	12.7	762	0.6404	0.7590	0.6404	0.8003
0.3727	12.7333	764	0.5486	0.8364	0.5486	0.7407
0.3727	12.7667	766	0.5470	0.8333	0.5470	0.7396
0.3727	12.8	768	0.6124	0.7886	0.6124	0.7826
0.3727	12.8333	770	0.7057	0.7529	0.7057	0.8401
0.3727	12.8667	772	0.7887	0.7066	0.7887	0.8881
0.3727	12.9	774	0.7869	0.6867	0.7869	0.8871
0.3727	12.9333	776	0.7159	0.7643	0.7159	0.8461
0.3727	12.9667	778	0.6848	0.7273	0.6848	0.8276
0.3727	13.0	780	0.6552	0.7448	0.6552	0.8095
0.3727	13.0333	782	0.6408	0.7692	0.6408	0.8005
0.3727	13.0667	784	0.6898	0.7412	0.6898	0.8305
0.3727	13.1	786	0.7569	0.7126	0.7569	0.8700
0.3727	13.1333	788	0.7672	0.7059	0.7672	0.8759
0.3727	13.1667	790	0.6776	0.7229	0.6776	0.8231
0.3727	13.2	792	0.5858	0.7733	0.5858	0.7654
0.3727	13.2333	794	0.5393	0.7945	0.5393	0.7344
0.3727	13.2667	796	0.5667	0.7945	0.5667	0.7528
0.3727	13.3	798	0.5998	0.7639	0.5998	0.7745
0.3727	13.3333	800	0.6071	0.7808	0.6071	0.7792
0.3727	13.3667	802	0.6237	0.7183	0.6237	0.7897
0.3727	13.4	804	0.6271	0.6853	0.6271	0.7919
0.3727	13.4333	806	0.6558	0.6986	0.6558	0.8098
0.3727	13.4667	808	0.6474	0.7226	0.6474	0.8046
0.3727	13.5	810	0.5940	0.7673	0.5940	0.7707
0.3727	13.5333	812	0.5520	0.7922	0.5520	0.7430
0.3727	13.5667	814	0.5360	0.8052	0.5360	0.7321
0.3727	13.6	816	0.5536	0.7947	0.5536	0.7441
0.3727	13.6333	818	0.5782	0.7517	0.5782	0.7604
0.3727	13.6667	820	0.6289	0.7347	0.6289	0.7931
0.3727	13.7	822	0.6261	0.7347	0.6261	0.7912
0.3727	13.7333	824	0.5935	0.7517	0.5935	0.7704
0.3727	13.7667	826	0.5613	0.7947	0.5613	0.7492
0.3727	13.8	828	0.5378	0.7947	0.5378	0.7334
0.3727	13.8333	830	0.5127	0.8205	0.5127	0.7161
0.3727	13.8667	832	0.5147	0.8364	0.5147	0.7174
0.3727	13.9	834	0.5168	0.8471	0.5168	0.7189
0.3727	13.9333	836	0.5559	0.8475	0.5559	0.7456
0.3727	13.9667	838	0.5651	0.8295	0.5651	0.7517
0.3727	14.0	840	0.5306	0.8402	0.5306	0.7284
0.3727	14.0333	842	0.4945	0.8538	0.4945	0.7032
0.3727	14.0667	844	0.4783	0.8125	0.4783	0.6916
0.3727	14.1	846	0.4952	0.8153	0.4952	0.7037
0.3727	14.1333	848	0.5019	0.8153	0.5019	0.7084
0.3727	14.1667	850	0.5076	0.8077	0.5076	0.7124
0.3727	14.2	852	0.5363	0.8125	0.5363	0.7323
0.3727	14.2333	854	0.5649	0.8125	0.5649	0.7516
0.3727	14.2667	856	0.5910	0.7976	0.5910	0.7687
0.3727	14.3	858	0.5640	0.8313	0.5640	0.7510
0.3727	14.3333	860	0.5126	0.8199	0.5126	0.7160
0.3727	14.3667	862	0.4999	0.8228	0.4999	0.7070
0.3727	14.4	864	0.4946	0.8280	0.4946	0.7033
0.3727	14.4333	866	0.5159	0.8025	0.5159	0.7183
0.3727	14.4667	868	0.5518	0.7871	0.5518	0.7428
0.3727	14.5	870	0.5402	0.8	0.5402	0.7350
0.3727	14.5333	872	0.5243	0.8077	0.5243	0.7241
0.3727	14.5667	874	0.5247	0.8129	0.5247	0.7243
0.3727	14.6	876	0.5138	0.8280	0.5138	0.7168
0.3727	14.6333	878	0.5128	0.8280	0.5128	0.7161
0.3727	14.6667	880	0.5114	0.8408	0.5114	0.7151
0.3727	14.7	882	0.5311	0.8408	0.5311	0.7288
0.3727	14.7333	884	0.5569	0.7815	0.5569	0.7463
0.3727	14.7667	886	0.5948	0.7483	0.5948	0.7713
0.3727	14.8	888	0.6268	0.7310	0.6268	0.7917
0.3727	14.8333	890	0.6371	0.7550	0.6371	0.7982
0.3727	14.8667	892	0.6339	0.7692	0.6339	0.7962
0.3727	14.9	894	0.6084	0.7771	0.6084	0.7800
0.3727	14.9333	896	0.6359	0.7516	0.6359	0.7975
0.3727	14.9667	898	0.6546	0.7285	0.6546	0.8090
0.3727	15.0	900	0.6372	0.7273	0.6372	0.7982
0.3727	15.0333	902	0.6192	0.75	0.6192	0.7869
0.3727	15.0667	904	0.6497	0.75	0.6497	0.8060
0.3727	15.1	906	0.6899	0.6950	0.6899	0.8306
0.3727	15.1333	908	0.7308	0.6761	0.7308	0.8549
0.3727	15.1667	910	0.7507	0.6761	0.7507	0.8664
0.3727	15.2	912	0.7187	0.6853	0.7187	0.8478
0.3727	15.2333	914	0.6171	0.7568	0.6171	0.7855
0.3727	15.2667	916	0.5667	0.7808	0.5667	0.7528
0.3727	15.3	918	0.5637	0.7724	0.5637	0.7508
0.3727	15.3333	920	0.5348	0.7891	0.5348	0.7313
0.3727	15.3667	922	0.5304	0.8026	0.5304	0.7283
0.3727	15.4	924	0.5994	0.7651	0.5994	0.7742
0.3727	15.4333	926	0.6763	0.6986	0.6763	0.8224
0.3727	15.4667	928	0.7008	0.6853	0.7008	0.8371
0.3727	15.5	930	0.6745	0.6853	0.6745	0.8213
0.3727	15.5333	932	0.6510	0.7083	0.6510	0.8068
0.3727	15.5667	934	0.6358	0.7211	0.6358	0.7974
0.3727	15.6	936	0.6238	0.7297	0.6238	0.7898
0.3727	15.6333	938	0.6239	0.7417	0.6239	0.7899
0.3727	15.6667	940	0.6606	0.6968	0.6606	0.8128
0.3727	15.7	942	0.7089	0.7152	0.7089	0.8420
0.3727	15.7333	944	0.6945	0.7229	0.6945	0.8334
0.3727	15.7667	946	0.6492	0.7284	0.6492	0.8057
0.3727	15.8	948	0.5836	0.7730	0.5836	0.7639
0.3727	15.8333	950	0.5414	0.8228	0.5414	0.7358
0.3727	15.8667	952	0.5422	0.8129	0.5422	0.7363
0.3727	15.9	954	0.5708	0.8153	0.5708	0.7555
0.3727	15.9333	956	0.6060	0.7654	0.6060	0.7785
0.3727	15.9667	958	0.6263	0.7654	0.6263	0.7914
0.3727	16.0	960	0.5919	0.7853	0.5919	0.7693
0.3727	16.0333	962	0.5748	0.8121	0.5748	0.7582
0.3727	16.0667	964	0.5701	0.8153	0.5701	0.7550
0.3727	16.1	966	0.5595	0.7974	0.5595	0.7480
0.3727	16.1333	968	0.5452	0.8108	0.5452	0.7384
0.3727	16.1667	970	0.5570	0.8027	0.5570	0.7464
0.3727	16.2	972	0.5702	0.8027	0.5702	0.7551
0.3727	16.2333	974	0.6018	0.7550	0.6018	0.7758
0.3727	16.2667	976	0.6174	0.7248	0.6174	0.7858
0.3727	16.3	978	0.6151	0.7550	0.6151	0.7843
0.3727	16.3333	980	0.6330	0.7619	0.6330	0.7956
0.3727	16.3667	982	0.6462	0.7619	0.6462	0.8039
0.3727	16.4	984	0.6421	0.7619	0.6421	0.8013
0.3727	16.4333	986	0.6177	0.7651	0.6177	0.7859
0.3727	16.4667	988	0.6410	0.7468	0.6410	0.8006
0.3727	16.5	990	0.6328	0.7758	0.6328	0.7955
0.3727	16.5333	992	0.5898	0.8072	0.5898	0.7680
0.3727	16.5667	994	0.5825	0.8144	0.5825	0.7632
0.3727	16.6	996	0.5933	0.8144	0.5933	0.7703
0.3727	16.6333	998	0.6086	0.7950	0.6086	0.7801
0.079	16.6667	1000	0.6392	0.7848	0.6392	0.7995
0.079	16.7	1002	0.6821	0.7517	0.6821	0.8259
0.079	16.7333	1004	0.7389	0.7042	0.7389	0.8596
0.079	16.7667	1006	0.8178	0.6522	0.8178	0.9043
0.079	16.8	1008	0.8557	0.6475	0.8557	0.9250
0.079	16.8333	1010	0.8479	0.6475	0.8479	0.9208

Framework versions

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