ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_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: 0.9208
• Qwk: 0.2892
• Mse: 0.9208
• Rmse: 0.9596

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	0.0571	2	4.5935	0.0129	4.5935	2.1432
No log	0.1143	4	2.7700	-0.0104	2.7700	1.6643
No log	0.1714	6	1.6819	0.0372	1.6819	1.2969
No log	0.2286	8	1.5231	0.0010	1.5231	1.2341
No log	0.2857	10	1.3837	0.0826	1.3837	1.1763
No log	0.3429	12	1.6291	-0.1165	1.6291	1.2764
No log	0.4	14	2.1170	-0.0355	2.1170	1.4550
No log	0.4571	16	1.6250	-0.0674	1.6250	1.2748
No log	0.5143	18	1.2926	0.0499	1.2926	1.1369
No log	0.5714	20	1.3177	-0.0011	1.3177	1.1479
No log	0.6286	22	1.4002	-0.0817	1.4002	1.1833
No log	0.6857	24	1.5963	-0.0300	1.5963	1.2635
No log	0.7429	26	2.1490	-0.0082	2.1490	1.4660
No log	0.8	28	1.9764	0.0724	1.9764	1.4058
No log	0.8571	30	1.4319	-0.0149	1.4319	1.1966
No log	0.9143	32	1.2478	0.1679	1.2478	1.1171
No log	0.9714	34	1.5332	0.1310	1.5332	1.2382
No log	1.0286	36	2.0991	-0.0116	2.0991	1.4488
No log	1.0857	38	1.7589	0.0315	1.7589	1.3262
No log	1.1429	40	1.3356	0.1655	1.3356	1.1557
No log	1.2	42	1.1762	0.1852	1.1762	1.0845
No log	1.2571	44	1.1541	0.1852	1.1541	1.0743
No log	1.3143	46	1.2552	0.1289	1.2552	1.1204
No log	1.3714	48	2.0452	0.1184	2.0452	1.4301
No log	1.4286	50	2.8711	0.0705	2.8711	1.6944
No log	1.4857	52	2.8395	0.0949	2.8395	1.6851
No log	1.5429	54	2.0364	0.1758	2.0364	1.4270
No log	1.6	56	1.3851	0.2902	1.3851	1.1769
No log	1.6571	58	1.1147	0.1619	1.1147	1.0558
No log	1.7143	60	1.0899	0.1951	1.0899	1.0440
No log	1.7714	62	1.2974	0.2390	1.2974	1.1390
No log	1.8286	64	1.5061	0.2211	1.5061	1.2272
No log	1.8857	66	1.3727	0.1427	1.3727	1.1716
No log	1.9429	68	1.1631	0.1679	1.1631	1.0785
No log	2.0	70	0.9750	0.3608	0.9750	0.9874
No log	2.0571	72	0.9796	0.3908	0.9796	0.9898
No log	2.1143	74	0.9725	0.4280	0.9725	0.9862
No log	2.1714	76	1.0347	0.2342	1.0347	1.0172
No log	2.2286	78	1.1007	0.2067	1.1007	1.0492
No log	2.2857	80	1.1370	0.2067	1.1370	1.0663
No log	2.3429	82	1.2216	0.2301	1.2216	1.1053
No log	2.4	84	1.1154	0.1972	1.1154	1.0561
No log	2.4571	86	0.9793	0.3626	0.9793	0.9896
No log	2.5143	88	1.0011	0.4142	1.0011	1.0006
No log	2.5714	90	1.1148	0.3678	1.1148	1.0558
No log	2.6286	92	1.3015	0.4017	1.3015	1.1408
No log	2.6857	94	1.5308	0.3034	1.5308	1.2373
No log	2.7429	96	1.7931	0.3075	1.7931	1.3391
No log	2.8	98	1.5525	0.3034	1.5525	1.2460
No log	2.8571	100	1.2551	0.3303	1.2551	1.1203
No log	2.9143	102	1.0281	0.4652	1.0281	1.0140
No log	2.9714	104	1.0141	0.3945	1.0141	1.0070
No log	3.0286	106	0.9962	0.4216	0.9962	0.9981
No log	3.0857	108	1.0277	0.2759	1.0277	1.0137
No log	3.1429	110	1.1330	0.3188	1.1330	1.0644
No log	3.2	112	1.5136	0.2731	1.5136	1.2303
No log	3.2571	114	1.5605	0.3037	1.5605	1.2492
No log	3.3143	116	1.2661	0.2798	1.2661	1.1252
No log	3.3714	118	1.0578	0.3826	1.0578	1.0285
No log	3.4286	120	1.2586	0.3407	1.2586	1.1219
No log	3.4857	122	1.2964	0.2700	1.2964	1.1386
No log	3.5429	124	1.1403	0.2640	1.1403	1.0679
No log	3.6	126	1.1369	0.3050	1.1369	1.0663
No log	3.6571	128	1.7382	0.2047	1.7382	1.3184
No log	3.7143	130	2.2221	0.1074	2.2221	1.4907
No log	3.7714	132	2.2163	0.1074	2.2163	1.4887
No log	3.8286	134	1.8673	0.2828	1.8673	1.3665
No log	3.8857	136	1.3901	0.3155	1.3901	1.1790
No log	3.9429	138	1.0383	0.3126	1.0383	1.0190
No log	4.0	140	1.0449	0.4094	1.0449	1.0222
No log	4.0571	142	1.1105	0.5055	1.1105	1.0538
No log	4.1143	144	1.0984	0.3795	1.0984	1.0481
No log	4.1714	146	1.2861	0.3401	1.2861	1.1341
No log	4.2286	148	1.6565	0.2669	1.6565	1.2871
No log	4.2857	150	1.5387	0.2737	1.5387	1.2404
No log	4.3429	152	1.1962	0.3395	1.1962	1.0937
No log	4.4	154	1.0101	0.4084	1.0101	1.0050
No log	4.4571	156	1.0094	0.3908	1.0094	1.0047
No log	4.5143	158	1.1302	0.3307	1.1302	1.0631
No log	4.5714	160	1.1636	0.3429	1.1636	1.0787
No log	4.6286	162	1.1785	0.3838	1.1785	1.0856
No log	4.6857	164	1.2605	0.3875	1.2605	1.1227
No log	4.7429	166	1.1325	0.4400	1.1325	1.0642
No log	4.8	168	1.0791	0.5016	1.0791	1.0388
No log	4.8571	170	1.0294	0.4662	1.0294	1.0146
No log	4.9143	172	1.1790	0.4784	1.1790	1.0858
No log	4.9714	174	1.3230	0.4078	1.3230	1.1502
No log	5.0286	176	1.3266	0.4152	1.3266	1.1518
No log	5.0857	178	1.1354	0.4887	1.1354	1.0655
No log	5.1429	180	0.9807	0.3644	0.9807	0.9903
No log	5.2	182	0.9689	0.4910	0.9689	0.9843
No log	5.2571	184	0.9797	0.4229	0.9797	0.9898
No log	5.3143	186	1.0347	0.4173	1.0347	1.0172
No log	5.3714	188	1.2071	0.3831	1.2071	1.0987
No log	5.4286	190	1.2254	0.3831	1.2254	1.1070
No log	5.4857	192	1.0844	0.3696	1.0844	1.0413
No log	5.5429	194	0.9887	0.4381	0.9887	0.9943
No log	5.6	196	0.9821	0.4554	0.9821	0.9910
No log	5.6571	198	1.0077	0.4307	1.0077	1.0039
No log	5.7143	200	1.0607	0.4011	1.0607	1.0299
No log	5.7714	202	1.2167	0.4015	1.2167	1.1031
No log	5.8286	204	1.1704	0.4169	1.1704	1.0818
No log	5.8857	206	0.9852	0.4537	0.9852	0.9926
No log	5.9429	208	0.9330	0.5706	0.9330	0.9659
No log	6.0	210	0.9432	0.5094	0.9432	0.9712
No log	6.0571	212	0.9345	0.5090	0.9345	0.9667
No log	6.1143	214	0.9803	0.4668	0.9803	0.9901
No log	6.1714	216	1.2048	0.4332	1.2048	1.0976
No log	6.2286	218	1.3129	0.4211	1.3129	1.1458
No log	6.2857	220	1.1320	0.4306	1.1320	1.0640
No log	6.3429	222	0.9605	0.4038	0.9605	0.9801
No log	6.4	224	0.9512	0.4620	0.9512	0.9753
No log	6.4571	226	0.9557	0.4595	0.9557	0.9776
No log	6.5143	228	0.9365	0.5153	0.9365	0.9678
No log	6.5714	230	0.9843	0.3579	0.9843	0.9921
No log	6.6286	232	1.1721	0.4432	1.1721	1.0826
No log	6.6857	234	1.3664	0.3894	1.3664	1.1690
No log	6.7429	236	1.3017	0.3829	1.3017	1.1409
No log	6.8	238	1.1197	0.3720	1.1197	1.0582
No log	6.8571	240	1.0718	0.4826	1.0718	1.0353
No log	6.9143	242	1.0943	0.4381	1.0943	1.0461
No log	6.9714	244	1.2405	0.3730	1.2405	1.1138
No log	7.0286	246	1.3669	0.3829	1.3669	1.1692
No log	7.0857	248	1.3972	0.3829	1.3972	1.1820
No log	7.1429	250	1.2057	0.4327	1.2057	1.0980
No log	7.2	252	1.0509	0.3762	1.0509	1.0251
No log	7.2571	254	1.0186	0.4262	1.0186	1.0093
No log	7.3143	256	1.0124	0.3834	1.0124	1.0062
No log	7.3714	258	1.0154	0.3529	1.0154	1.0076
No log	7.4286	260	1.0635	0.3763	1.0635	1.0313
No log	7.4857	262	1.2757	0.4122	1.2757	1.1295
No log	7.5429	264	1.4798	0.3651	1.4798	1.2165
No log	7.6	266	1.3519	0.3509	1.3519	1.1627
No log	7.6571	268	1.0782	0.4349	1.0782	1.0384
No log	7.7143	270	0.9935	0.3768	0.9935	0.9968
No log	7.7714	272	1.0284	0.3690	1.0284	1.0141
No log	7.8286	274	1.0825	0.2971	1.0825	1.0404
No log	7.8857	276	1.0585	0.2923	1.0585	1.0288
No log	7.9429	278	1.0303	0.3158	1.0303	1.0150
No log	8.0	280	1.1522	0.3912	1.1522	1.0734
No log	8.0571	282	1.2702	0.4090	1.2702	1.1271
No log	8.1143	284	1.2884	0.3898	1.2884	1.1351
No log	8.1714	286	1.1761	0.4218	1.1761	1.0845
No log	8.2286	288	0.9812	0.3158	0.9812	0.9906
No log	8.2857	290	0.9946	0.4470	0.9946	0.9973
No log	8.3429	292	1.0384	0.4261	1.0384	1.0190
No log	8.4	294	0.9874	0.4439	0.9874	0.9937
No log	8.4571	296	0.9649	0.3123	0.9649	0.9823
No log	8.5143	298	1.0499	0.3284	1.0499	1.0247
No log	8.5714	300	1.0847	0.3715	1.0847	1.0415
No log	8.6286	302	1.1359	0.4269	1.1359	1.0658
No log	8.6857	304	1.0804	0.4462	1.0804	1.0394
No log	8.7429	306	1.0245	0.4444	1.0245	1.0122
No log	8.8	308	1.0156	0.4887	1.0156	1.0078
No log	8.8571	310	1.0014	0.5421	1.0014	1.0007
No log	8.9143	312	0.9774	0.4685	0.9774	0.9886
No log	8.9714	314	0.9985	0.3927	0.9985	0.9992
No log	9.0286	316	1.0107	0.4164	1.0107	1.0053
No log	9.0857	318	0.9894	0.2629	0.9894	0.9947
No log	9.1429	320	1.0166	0.3595	1.0166	1.0083
No log	9.2	322	1.0657	0.3763	1.0657	1.0323
No log	9.2571	324	1.0728	0.3763	1.0728	1.0358
No log	9.3143	326	1.0603	0.3971	1.0603	1.0297
No log	9.3714	328	1.0324	0.4338	1.0324	1.0161
No log	9.4286	330	1.0319	0.4338	1.0319	1.0158
No log	9.4857	332	1.0169	0.4338	1.0169	1.0084
No log	9.5429	334	1.0141	0.4338	1.0141	1.0070
No log	9.6	336	1.0513	0.4318	1.0513	1.0253
No log	9.6571	338	1.0542	0.4005	1.0542	1.0267
No log	9.7143	340	1.0400	0.4053	1.0400	1.0198
No log	9.7714	342	1.0081	0.3531	1.0081	1.0040
No log	9.8286	344	0.9895	0.3731	0.9895	0.9947
No log	9.8857	346	0.9749	0.3819	0.9749	0.9874
No log	9.9429	348	0.9614	0.3297	0.9614	0.9805
No log	10.0	350	0.9495	0.2991	0.9495	0.9744
No log	10.0571	352	0.9354	0.3745	0.9354	0.9671
No log	10.1143	354	0.9560	0.4055	0.9560	0.9777
No log	10.1714	356	1.0734	0.4436	1.0734	1.0360
No log	10.2286	358	1.2307	0.4278	1.2307	1.1094
No log	10.2857	360	1.1578	0.4357	1.1578	1.0760
No log	10.3429	362	0.9833	0.4287	0.9833	0.9916
No log	10.4	364	0.9356	0.3395	0.9356	0.9673
No log	10.4571	366	0.9650	0.3327	0.9650	0.9823
No log	10.5143	368	0.9665	0.2968	0.9665	0.9831
No log	10.5714	370	0.9639	0.2991	0.9639	0.9818
No log	10.6286	372	1.0009	0.3935	1.0009	1.0004
No log	10.6857	374	1.0433	0.3805	1.0433	1.0214
No log	10.7429	376	1.0616	0.3805	1.0616	1.0303
No log	10.8	378	1.0902	0.3883	1.0902	1.0441
No log	10.8571	380	1.1566	0.3792	1.1566	1.0755
No log	10.9143	382	1.1286	0.4121	1.1286	1.0623
No log	10.9714	384	1.0285	0.3990	1.0285	1.0142
No log	11.0286	386	1.0135	0.4463	1.0135	1.0067
No log	11.0857	388	1.0169	0.3870	1.0169	1.0084
No log	11.1429	390	1.0291	0.3249	1.0291	1.0144
No log	11.2	392	1.0915	0.3210	1.0915	1.0447
No log	11.2571	394	1.1218	0.3967	1.1218	1.0591
No log	11.3143	396	1.1406	0.3031	1.1406	1.0680
No log	11.3714	398	1.1658	0.3415	1.1658	1.0797
No log	11.4286	400	1.1658	0.3231	1.1658	1.0797
No log	11.4857	402	1.1178	0.2654	1.1178	1.0573
No log	11.5429	404	1.0845	0.2667	1.0845	1.0414
No log	11.6	406	1.1104	0.2577	1.1104	1.0537
No log	11.6571	408	1.1445	0.3029	1.1445	1.0698
No log	11.7143	410	1.1506	0.2581	1.1506	1.0727
No log	11.7714	412	1.1817	0.2687	1.1817	1.0871
No log	11.8286	414	1.1458	0.2324	1.1458	1.0704
No log	11.8857	416	1.1292	0.2180	1.1292	1.0626
No log	11.9429	418	1.1375	0.2324	1.1375	1.0665
No log	12.0	420	1.0889	0.1422	1.0889	1.0435
No log	12.0571	422	1.0770	0.2286	1.0770	1.0378
No log	12.1143	424	1.0762	0.3308	1.0762	1.0374
No log	12.1714	426	1.0400	0.2784	1.0400	1.0198
No log	12.2286	428	1.0430	0.2472	1.0430	1.0213
No log	12.2857	430	1.1681	0.3487	1.1681	1.0808
No log	12.3429	432	1.2217	0.3778	1.2217	1.1053
No log	12.4	434	1.1163	0.3220	1.1163	1.0565
No log	12.4571	436	0.9975	0.3099	0.9975	0.9987
No log	12.5143	438	0.9732	0.3590	0.9732	0.9865
No log	12.5714	440	0.9674	0.3902	0.9674	0.9835
No log	12.6286	442	0.9685	0.3486	0.9685	0.9841
No log	12.6857	444	0.9801	0.3504	0.9801	0.9900
No log	12.7429	446	1.0418	0.3444	1.0418	1.0207
No log	12.8	448	1.0691	0.3028	1.0691	1.0340
No log	12.8571	450	1.0291	0.3624	1.0291	1.0145
No log	12.9143	452	0.9767	0.4027	0.9767	0.9883
No log	12.9714	454	0.9294	0.4082	0.9294	0.9640
No log	13.0286	456	0.9240	0.5504	0.9240	0.9612
No log	13.0857	458	0.9136	0.4729	0.9136	0.9558
No log	13.1429	460	0.9020	0.4731	0.9020	0.9498
No log	13.2	462	0.9401	0.4313	0.9401	0.9696
No log	13.2571	464	0.9431	0.4313	0.9431	0.9711
No log	13.3143	466	0.9000	0.4640	0.9000	0.9487
No log	13.3714	468	0.9012	0.4176	0.9012	0.9493
No log	13.4286	470	0.9205	0.3424	0.9205	0.9594
No log	13.4857	472	0.9858	0.3783	0.9858	0.9929
No log	13.5429	474	1.0202	0.3783	1.0202	1.0101
No log	13.6	476	0.9761	0.3783	0.9761	0.9880
No log	13.6571	478	0.9121	0.3424	0.9121	0.9550
No log	13.7143	480	0.8818	0.4270	0.8818	0.9390
No log	13.7714	482	0.8818	0.4789	0.8818	0.9390
No log	13.8286	484	0.8823	0.4789	0.8823	0.9393
No log	13.8857	486	0.8858	0.4361	0.8858	0.9412
No log	13.9429	488	0.9105	0.3852	0.9105	0.9542
No log	14.0	490	0.9378	0.3759	0.9378	0.9684
No log	14.0571	492	0.9426	0.3852	0.9426	0.9709
No log	14.1143	494	0.9311	0.3584	0.9311	0.9650
No log	14.1714	496	0.9305	0.3363	0.9305	0.9647
No log	14.2286	498	0.9290	0.3363	0.9290	0.9638
0.4019	14.2857	500	0.9252	0.3363	0.9252	0.9619
0.4019	14.3429	502	0.9054	0.3542	0.9054	0.9516
0.4019	14.4	504	0.9056	0.3859	0.9056	0.9516
0.4019	14.4571	506	0.9334	0.4976	0.9334	0.9661
0.4019	14.5143	508	0.9839	0.4380	0.9839	0.9919
0.4019	14.5714	510	1.0184	0.4298	1.0184	1.0092
0.4019	14.6286	512	0.9696	0.5393	0.9696	0.9847
0.4019	14.6857	514	0.9040	0.4510	0.9040	0.9508
0.4019	14.7429	516	0.8935	0.4385	0.8935	0.9453
0.4019	14.8	518	0.9012	0.4479	0.9012	0.9493
0.4019	14.8571	520	0.9275	0.3960	0.9275	0.9630
0.4019	14.9143	522	1.0098	0.3418	1.0098	1.0049
0.4019	14.9714	524	1.1122	0.3827	1.1122	1.0546
0.4019	15.0286	526	1.1142	0.3267	1.1142	1.0555
0.4019	15.0857	528	1.0597	0.2744	1.0597	1.0294
0.4019	15.1429	530	1.0288	0.3009	1.0288	1.0143
0.4019	15.2	532	0.9885	0.3636	0.9885	0.9942
0.4019	15.2571	534	0.9739	0.3636	0.9739	0.9869
0.4019	15.3143	536	0.9844	0.3675	0.9844	0.9922
0.4019	15.3714	538	0.9824	0.3768	0.9824	0.9912
0.4019	15.4286	540	0.9702	0.4103	0.9702	0.9850
0.4019	15.4857	542	0.9660	0.4103	0.9660	0.9829
0.4019	15.5429	544	0.9805	0.4258	0.9805	0.9902
0.4019	15.6	546	0.9888	0.4121	0.9888	0.9944
0.4019	15.6571	548	1.0010	0.4154	1.0010	1.0005
0.4019	15.7143	550	1.0375	0.4269	1.0375	1.0186
0.4019	15.7714	552	1.0279	0.4154	1.0279	1.0138
0.4019	15.8286	554	0.9654	0.4205	0.9654	0.9826
0.4019	15.8857	556	0.9040	0.4902	0.9040	0.9508
0.4019	15.9429	558	0.8785	0.3829	0.8785	0.9373
0.4019	16.0	560	0.8836	0.3584	0.8836	0.9400
0.4019	16.0571	562	0.8984	0.3328	0.8984	0.9478
0.4019	16.1143	564	0.9012	0.3159	0.9012	0.9493
0.4019	16.1714	566	0.9073	0.3039	0.9073	0.9525
0.4019	16.2286	568	0.9279	0.4120	0.9279	0.9633
0.4019	16.2857	570	1.0117	0.4237	1.0117	1.0058
0.4019	16.3429	572	1.0570	0.4380	1.0570	1.0281
0.4019	16.4	574	1.0198	0.4267	1.0198	1.0098
0.4019	16.4571	576	1.0009	0.4267	1.0009	1.0004
0.4019	16.5143	578	1.0046	0.3710	1.0046	1.0023
0.4019	16.5714	580	1.0277	0.3471	1.0277	1.0138
0.4019	16.6286	582	1.0026	0.2963	1.0026	1.0013
0.4019	16.6857	584	0.9642	0.3149	0.9642	0.9819
0.4019	16.7429	586	0.9314	0.3637	0.9314	0.9651
0.4019	16.8	588	0.9161	0.3796	0.9161	0.9571
0.4019	16.8571	590	0.9181	0.4626	0.9181	0.9582
0.4019	16.9143	592	0.9436	0.4902	0.9436	0.9714
0.4019	16.9714	594	0.9681	0.4859	0.9681	0.9839
0.4019	17.0286	596	0.9839	0.5669	0.9839	0.9919
0.4019	17.0857	598	1.0364	0.4191	1.0364	1.0180
0.4019	17.1429	600	1.0157	0.3856	1.0157	1.0078
0.4019	17.2	602	0.9610	0.3919	0.9610	0.9803
0.4019	17.2571	604	0.9618	0.4104	0.9618	0.9807
0.4019	17.3143	606	1.0097	0.3891	1.0097	1.0048
0.4019	17.3714	608	1.0051	0.2772	1.0051	1.0025
0.4019	17.4286	610	0.9673	0.3650	0.9673	0.9835
0.4019	17.4857	612	0.9691	0.2964	0.9691	0.9844
0.4019	17.5429	614	0.9895	0.3753	0.9895	0.9947
0.4019	17.6	616	1.0113	0.4172	1.0113	1.0056
0.4019	17.6571	618	0.9823	0.4276	0.9823	0.9911
0.4019	17.7143	620	0.9648	0.4980	0.9648	0.9822
0.4019	17.7714	622	0.9723	0.4980	0.9723	0.9861
0.4019	17.8286	624	0.9966	0.4906	0.9966	0.9983
0.4019	17.8857	626	0.9943	0.4191	0.9943	0.9972
0.4019	17.9429	628	1.0081	0.4832	1.0081	1.0040
0.4019	18.0	630	1.0150	0.4832	1.0150	1.0075
0.4019	18.0571	632	1.0350	0.4849	1.0350	1.0174
0.4019	18.1143	634	1.0651	0.5060	1.0651	1.0320
0.4019	18.1714	636	1.0040	0.4832	1.0040	1.0020
0.4019	18.2286	638	0.9912	0.4890	0.9912	0.9956
0.4019	18.2857	640	0.9708	0.4690	0.9708	0.9853
0.4019	18.3429	642	0.9684	0.3881	0.9684	0.9841
0.4019	18.4	644	0.9695	0.2871	0.9695	0.9846
0.4019	18.4571	646	0.9845	0.3675	0.9845	0.9922
0.4019	18.5143	648	0.9846	0.3453	0.9846	0.9923
0.4019	18.5714	650	0.9807	0.3736	0.9807	0.9903
0.4019	18.6286	652	0.9978	0.4994	0.9978	0.9989
0.4019	18.6857	654	1.0121	0.5008	1.0121	1.0060
0.4019	18.7429	656	1.0104	0.4830	1.0104	1.0052
0.4019	18.8	658	1.0253	0.3731	1.0253	1.0126
0.4019	18.8571	660	1.0695	0.3841	1.0695	1.0342
0.4019	18.9143	662	1.0805	0.4205	1.0805	1.0394
0.4019	18.9714	664	1.1112	0.4119	1.1112	1.0541
0.4019	19.0286	666	1.1316	0.4033	1.1316	1.0638
0.4019	19.0857	668	1.1130	0.3947	1.1130	1.0550
0.4019	19.1429	670	1.0246	0.3701	1.0246	1.0122
0.4019	19.2	672	0.9414	0.3490	0.9414	0.9702
0.4019	19.2571	674	0.9160	0.3346	0.9160	0.9571
0.4019	19.3143	676	0.8954	0.4541	0.8954	0.9463
0.4019	19.3714	678	0.8896	0.4800	0.8896	0.9432
0.4019	19.4286	680	0.9129	0.4992	0.9129	0.9555
0.4019	19.4857	682	0.9382	0.4431	0.9382	0.9686
0.4019	19.5429	684	0.9713	0.3959	0.9713	0.9856
0.4019	19.6	686	0.9457	0.3572	0.9457	0.9725
0.4019	19.6571	688	0.9285	0.2747	0.9285	0.9636
0.4019	19.7143	690	0.9307	0.2794	0.9307	0.9647
0.4019	19.7714	692	0.9292	0.2747	0.9292	0.9640
0.4019	19.8286	694	0.9203	0.2794	0.9203	0.9593
0.4019	19.8857	696	0.9208	0.2892	0.9208	0.9596

Framework versions

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