ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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: 0.8936
• Qwk: 0.3138
• Mse: 0.8936
• Rmse: 0.9453

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	0.0196	2	4.6279	0.0042	4.6279	2.1513
No log	0.0392	4	2.9984	-0.0352	2.9984	1.7316
No log	0.0588	6	1.6894	0.0504	1.6894	1.2998
No log	0.0784	8	1.2847	0.0404	1.2847	1.1334
No log	0.0980	10	1.2215	0.1417	1.2215	1.1052
No log	0.1176	12	1.2259	0.1247	1.2259	1.1072
No log	0.1373	14	1.1893	0.1144	1.1893	1.0906
No log	0.1569	16	1.1804	0.0977	1.1804	1.0865
No log	0.1765	18	1.1977	0.1542	1.1977	1.0944
No log	0.1961	20	1.2483	0.1320	1.2483	1.1173
No log	0.2157	22	1.1910	0.1943	1.1910	1.0913
No log	0.2353	24	1.0642	0.2010	1.0642	1.0316
No log	0.2549	26	0.9800	0.2569	0.9800	0.9900
No log	0.2745	28	1.0199	0.2130	1.0199	1.0099
No log	0.2941	30	1.0088	0.2439	1.0088	1.0044
No log	0.3137	32	0.9768	0.2741	0.9768	0.9883
No log	0.3333	34	1.0035	0.3168	1.0035	1.0018
No log	0.3529	36	0.9978	0.3163	0.9978	0.9989
No log	0.3725	38	1.0132	0.3321	1.0132	1.0066
No log	0.3922	40	1.0435	0.3243	1.0435	1.0215
No log	0.4118	42	1.1053	0.3202	1.1053	1.0513
No log	0.4314	44	1.3097	0.2503	1.3097	1.1444
No log	0.4510	46	1.3690	0.3326	1.3690	1.1700
No log	0.4706	48	1.0472	0.3883	1.0472	1.0234
No log	0.4902	50	0.9174	0.5179	0.9174	0.9578
No log	0.5098	52	0.9123	0.4677	0.9123	0.9551
No log	0.5294	54	1.0710	0.5066	1.0710	1.0349
No log	0.5490	56	1.1529	0.4866	1.1529	1.0737
No log	0.5686	58	1.2620	0.4314	1.2620	1.1234
No log	0.5882	60	1.1140	0.4115	1.1140	1.0555
No log	0.6078	62	1.0058	0.4374	1.0058	1.0029
No log	0.6275	64	1.0770	0.4107	1.0770	1.0378
No log	0.6471	66	1.1012	0.3708	1.1012	1.0494
No log	0.6667	68	1.0841	0.3638	1.0841	1.0412
No log	0.6863	70	1.0461	0.4285	1.0461	1.0228
No log	0.7059	72	1.0572	0.3529	1.0572	1.0282
No log	0.7255	74	1.1830	0.3436	1.1830	1.0877
No log	0.7451	76	1.3781	0.3576	1.3781	1.1739
No log	0.7647	78	1.2649	0.3590	1.2649	1.1247
No log	0.7843	80	1.0238	0.4019	1.0238	1.0118
No log	0.8039	82	1.0251	0.3952	1.0251	1.0125
No log	0.8235	84	0.9591	0.5072	0.9591	0.9793
No log	0.8431	86	0.8837	0.4405	0.8837	0.9401
No log	0.8627	88	0.8607	0.4405	0.8607	0.9277
No log	0.8824	90	0.8893	0.5192	0.8893	0.9430
No log	0.9020	92	0.9443	0.4706	0.9443	0.9717
No log	0.9216	94	1.0656	0.4681	1.0656	1.0323
No log	0.9412	96	1.2551	0.4284	1.2551	1.1203
No log	0.9608	98	1.1520	0.4291	1.1520	1.0733
No log	0.9804	100	0.9479	0.3765	0.9479	0.9736
No log	1.0	102	0.8755	0.4754	0.8755	0.9357
No log	1.0196	104	0.8549	0.5203	0.8549	0.9246
No log	1.0392	106	0.8890	0.5203	0.8890	0.9429
No log	1.0588	108	1.0379	0.5166	1.0379	1.0188
No log	1.0784	110	1.1057	0.5134	1.1057	1.0515
No log	1.0980	112	1.0392	0.5066	1.0392	1.0194
No log	1.1176	114	0.9094	0.4761	0.9094	0.9536
No log	1.1373	116	0.9003	0.4167	0.9003	0.9488
No log	1.1569	118	0.9862	0.4440	0.9862	0.9931
No log	1.1765	120	0.9439	0.4337	0.9439	0.9715
No log	1.1961	122	0.8700	0.4931	0.8700	0.9327
No log	1.2157	124	0.8613	0.4865	0.8613	0.9280
No log	1.2353	126	0.8909	0.4697	0.8909	0.9439
No log	1.2549	128	0.8634	0.5209	0.8634	0.9292
No log	1.2745	130	0.7936	0.5725	0.7936	0.8908
No log	1.2941	132	0.7805	0.5773	0.7805	0.8835
No log	1.3137	134	0.8603	0.5147	0.8603	0.9275
No log	1.3333	136	0.9909	0.4647	0.9909	0.9955
No log	1.3529	138	1.0853	0.4689	1.0853	1.0418
No log	1.3725	140	0.9579	0.4949	0.9579	0.9787
No log	1.3922	142	0.7742	0.6095	0.7742	0.8799
No log	1.4118	144	0.8962	0.4401	0.8962	0.9467
No log	1.4314	146	0.8432	0.5431	0.8432	0.9182
No log	1.4510	148	0.7938	0.5713	0.7938	0.8909
No log	1.4706	150	1.0814	0.4216	1.0814	1.0399
No log	1.4902	152	1.1890	0.4357	1.1890	1.0904
No log	1.5098	154	1.0795	0.4598	1.0795	1.0390
No log	1.5294	156	0.8743	0.5114	0.8743	0.9350
No log	1.5490	158	0.7715	0.5410	0.7715	0.8783
No log	1.5686	160	0.7693	0.4977	0.7693	0.8771
No log	1.5882	162	0.8017	0.5076	0.8017	0.8954
No log	1.6078	164	0.9847	0.4337	0.9847	0.9923
No log	1.6275	166	1.2194	0.3304	1.2194	1.1043
No log	1.6471	168	1.3996	0.3501	1.3996	1.1831
No log	1.6667	170	1.3725	0.3995	1.3725	1.1715
No log	1.6863	172	1.0709	0.4371	1.0709	1.0348
No log	1.7059	174	0.8607	0.4572	0.8607	0.9277
No log	1.7255	176	0.7885	0.5132	0.7885	0.8880
No log	1.7451	178	0.7824	0.5443	0.7824	0.8846
No log	1.7647	180	0.7938	0.5192	0.7938	0.8910
No log	1.7843	182	0.8367	0.5114	0.8367	0.9147
No log	1.8039	184	0.8868	0.4771	0.8868	0.9417
No log	1.8235	186	0.8955	0.4858	0.8955	0.9463
No log	1.8431	188	0.8578	0.5506	0.8578	0.9262
No log	1.8627	190	0.8499	0.5588	0.8499	0.9219
No log	1.8824	192	0.9409	0.5120	0.9409	0.9700
No log	1.9020	194	1.0875	0.3481	1.0875	1.0428
No log	1.9216	196	1.0463	0.4137	1.0463	1.0229
No log	1.9412	198	0.9419	0.4840	0.9419	0.9705
No log	1.9608	200	0.9466	0.5554	0.9466	0.9729
No log	1.9804	202	0.9529	0.4949	0.9529	0.9762
No log	2.0	204	0.9118	0.5507	0.9118	0.9549
No log	2.0196	206	0.8682	0.5602	0.8682	0.9318
No log	2.0392	208	0.8677	0.5675	0.8677	0.9315
No log	2.0588	210	0.8400	0.6167	0.8400	0.9165
No log	2.0784	212	0.8295	0.5682	0.8295	0.9107
No log	2.0980	214	0.7662	0.5992	0.7662	0.8753
No log	2.1176	216	0.7732	0.5250	0.7732	0.8793
No log	2.1373	218	0.8518	0.4968	0.8518	0.9229
No log	2.1569	220	0.9153	0.4833	0.9153	0.9567
No log	2.1765	222	1.0454	0.4722	1.0454	1.0224
No log	2.1961	224	1.0174	0.4845	1.0174	1.0086
No log	2.2157	226	0.9314	0.4375	0.9314	0.9651
No log	2.2353	228	0.9727	0.4453	0.9727	0.9863
No log	2.2549	230	0.9744	0.4253	0.9744	0.9871
No log	2.2745	232	0.9971	0.4663	0.9971	0.9985
No log	2.2941	234	0.9229	0.4378	0.9229	0.9607
No log	2.3137	236	0.8495	0.4912	0.8495	0.9217
No log	2.3333	238	0.8561	0.4455	0.8561	0.9253
No log	2.3529	240	0.9213	0.4378	0.9213	0.9598
No log	2.3725	242	1.0102	0.4254	1.0102	1.0051
No log	2.3922	244	1.2326	0.4290	1.2326	1.1102
No log	2.4118	246	1.4566	0.3531	1.4566	1.2069
No log	2.4314	248	1.3150	0.3944	1.3150	1.1467
No log	2.4510	250	1.0060	0.4404	1.0060	1.0030
No log	2.4706	252	0.8697	0.4705	0.8697	0.9326
No log	2.4902	254	0.8568	0.5355	0.8568	0.9256
No log	2.5098	256	0.8494	0.5675	0.8494	0.9216
No log	2.5294	258	0.9178	0.5168	0.9178	0.9580
No log	2.5490	260	1.1010	0.5192	1.1010	1.0493
No log	2.5686	262	1.1899	0.4433	1.1899	1.0908
No log	2.5882	264	1.1575	0.4606	1.1575	1.0759
No log	2.6078	266	1.0484	0.5088	1.0484	1.0239
No log	2.6275	268	0.9198	0.5659	0.9198	0.9590
No log	2.6471	270	0.8563	0.5731	0.8563	0.9254
No log	2.6667	272	0.7785	0.5514	0.7785	0.8823
No log	2.6863	274	0.7638	0.5607	0.7638	0.8740
No log	2.7059	276	0.7660	0.5621	0.7660	0.8752
No log	2.7255	278	0.8348	0.5756	0.8348	0.9137
No log	2.7451	280	0.9468	0.4661	0.9468	0.9730
No log	2.7647	282	0.9764	0.4668	0.9764	0.9881
No log	2.7843	284	1.0112	0.4052	1.0112	1.0056
No log	2.8039	286	0.9865	0.3970	0.9865	0.9932
No log	2.8235	288	1.0541	0.4304	1.0541	1.0267
No log	2.8431	290	1.0763	0.3982	1.0763	1.0374
No log	2.8627	292	1.0839	0.4304	1.0839	1.0411
No log	2.8824	294	0.9746	0.4115	0.9746	0.9872
No log	2.9020	296	0.9174	0.4350	0.9174	0.9578
No log	2.9216	298	0.9469	0.5105	0.9469	0.9731
No log	2.9412	300	1.1713	0.4932	1.1713	1.0823
No log	2.9608	302	1.2549	0.4742	1.2549	1.1202
No log	2.9804	304	1.0607	0.4936	1.0607	1.0299
No log	3.0	306	0.8434	0.5774	0.8434	0.9183
No log	3.0196	308	0.7780	0.5839	0.7780	0.8820
No log	3.0392	310	0.7687	0.5688	0.7687	0.8768
No log	3.0588	312	0.8224	0.5326	0.8224	0.9069
No log	3.0784	314	0.9019	0.4921	0.9019	0.9497
No log	3.0980	316	0.9252	0.4909	0.9252	0.9619
No log	3.1176	318	1.0008	0.5388	1.0008	1.0004
No log	3.1373	320	1.0121	0.5637	1.0121	1.0060
No log	3.1569	322	0.8723	0.5658	0.8723	0.9340
No log	3.1765	324	0.7764	0.6023	0.7764	0.8811
No log	3.1961	326	0.7477	0.6051	0.7477	0.8647
No log	3.2157	328	0.7836	0.5660	0.7836	0.8852
No log	3.2353	330	0.9288	0.5346	0.9288	0.9637
No log	3.2549	332	1.1815	0.4533	1.1815	1.0870
No log	3.2745	334	1.2991	0.4186	1.2991	1.1398
No log	3.2941	336	1.1834	0.4723	1.1834	1.0879
No log	3.3137	338	1.0251	0.4186	1.0251	1.0125
No log	3.3333	340	0.8961	0.4479	0.8961	0.9466
No log	3.3529	342	0.8780	0.4262	0.8780	0.9370
No log	3.3725	344	0.9285	0.3897	0.9285	0.9636
No log	3.3922	346	1.0695	0.3667	1.0695	1.0341
No log	3.4118	348	1.1653	0.4001	1.1653	1.0795
No log	3.4314	350	1.0542	0.4106	1.0542	1.0267
No log	3.4510	352	0.9056	0.5055	0.9056	0.9516
No log	3.4706	354	0.8657	0.5335	0.8657	0.9305
No log	3.4902	356	0.8567	0.4952	0.8567	0.9256
No log	3.5098	358	0.8511	0.5468	0.8511	0.9225
No log	3.5294	360	0.8667	0.4998	0.8667	0.9309
No log	3.5490	362	0.9483	0.4521	0.9483	0.9738
No log	3.5686	364	1.0561	0.4511	1.0561	1.0277
No log	3.5882	366	0.9527	0.4422	0.9527	0.9761
No log	3.6078	368	0.8526	0.4340	0.8526	0.9234
No log	3.6275	370	0.8251	0.3854	0.8251	0.9084
No log	3.6471	372	0.8415	0.4799	0.8415	0.9173
No log	3.6667	374	0.8764	0.4501	0.8764	0.9362
No log	3.6863	376	0.9495	0.4974	0.9495	0.9744
No log	3.7059	378	1.0119	0.5260	1.0119	1.0059
No log	3.7255	380	0.9210	0.4906	0.9210	0.9597
No log	3.7451	382	0.8136	0.5114	0.8136	0.9020
No log	3.7647	384	0.7956	0.5550	0.7956	0.8920
No log	3.7843	386	0.8481	0.4402	0.8481	0.9209
No log	3.8039	388	0.9257	0.5115	0.9257	0.9621
No log	3.8235	390	1.0231	0.5330	1.0231	1.0115
No log	3.8431	392	0.9717	0.4989	0.9717	0.9858
No log	3.8627	394	0.9166	0.4771	0.9166	0.9574
No log	3.8824	396	0.8345	0.4722	0.8345	0.9135
No log	3.9020	398	0.7843	0.5944	0.7843	0.8856
No log	3.9216	400	0.7761	0.5329	0.7761	0.8810
No log	3.9412	402	0.8039	0.5400	0.8039	0.8966
No log	3.9608	404	0.9169	0.4879	0.9169	0.9575
No log	3.9804	406	1.0372	0.4813	1.0372	1.0184
No log	4.0	408	1.0704	0.4407	1.0704	1.0346
No log	4.0196	410	0.9993	0.4647	0.9993	0.9997
No log	4.0392	412	0.9878	0.4663	0.9878	0.9939
No log	4.0588	414	1.0082	0.4545	1.0082	1.0041
No log	4.0784	416	0.9509	0.4886	0.9509	0.9751
No log	4.0980	418	0.8736	0.4523	0.8736	0.9347
No log	4.1176	420	0.8779	0.4984	0.8779	0.9370
No log	4.1373	422	0.9033	0.5009	0.9033	0.9504
No log	4.1569	424	0.9833	0.5051	0.9833	0.9916
No log	4.1765	426	1.1398	0.4291	1.1398	1.0676
No log	4.1961	428	1.1651	0.4186	1.1651	1.0794
No log	4.2157	430	1.0220	0.3676	1.0220	1.0110
No log	4.2353	432	0.9165	0.4348	0.9165	0.9573
No log	4.2549	434	0.8986	0.4351	0.8986	0.9479
No log	4.2745	436	0.9281	0.4222	0.9281	0.9634
No log	4.2941	438	0.9746	0.3881	0.9746	0.9872
No log	4.3137	440	1.0525	0.3879	1.0525	1.0259
No log	4.3333	442	1.1955	0.4083	1.1955	1.0934
No log	4.3529	444	1.3270	0.4355	1.3270	1.1519
No log	4.3725	446	1.2706	0.4284	1.2706	1.1272
No log	4.3922	448	1.0771	0.5053	1.0771	1.0378
No log	4.4118	450	0.9682	0.4932	0.9682	0.9840
No log	4.4314	452	0.9497	0.4638	0.9497	0.9745
No log	4.4510	454	0.9894	0.4040	0.9894	0.9947
No log	4.4706	456	0.9616	0.2801	0.9616	0.9806
No log	4.4902	458	0.9406	0.3335	0.9406	0.9698
No log	4.5098	460	0.9379	0.3352	0.9379	0.9684
No log	4.5294	462	0.9001	0.4241	0.9001	0.9487
No log	4.5490	464	0.9319	0.4105	0.9319	0.9654
No log	4.5686	466	0.9609	0.3091	0.9609	0.9802
No log	4.5882	468	1.0231	0.3543	1.0231	1.0115
No log	4.6078	470	1.0304	0.3785	1.0304	1.0151
No log	4.6275	472	0.9975	0.3543	0.9975	0.9988
No log	4.6471	474	0.9554	0.3421	0.9554	0.9775
No log	4.6667	476	0.9825	0.3377	0.9825	0.9912
No log	4.6863	478	1.0395	0.3237	1.0395	1.0196
No log	4.7059	480	1.0959	0.3184	1.0959	1.0468
No log	4.7255	482	1.0729	0.3184	1.0729	1.0358
No log	4.7451	484	1.0008	0.3491	1.0008	1.0004
No log	4.7647	486	0.9199	0.3333	0.9199	0.9591
No log	4.7843	488	0.8792	0.4526	0.8792	0.9377
No log	4.8039	490	0.8987	0.3802	0.8987	0.9480
No log	4.8235	492	0.9349	0.3567	0.9349	0.9669
No log	4.8431	494	1.0392	0.3631	1.0392	1.0194
No log	4.8627	496	1.1436	0.3615	1.1436	1.0694
No log	4.8824	498	1.1084	0.3615	1.1084	1.0528
0.3355	4.9020	500	0.9871	0.3718	0.9871	0.9935
0.3355	4.9216	502	0.8791	0.3667	0.8791	0.9376
0.3355	4.9412	504	0.8144	0.4620	0.8144	0.9024
0.3355	4.9608	506	0.7911	0.4931	0.7911	0.8895
0.3355	4.9804	508	0.8159	0.4722	0.8159	0.9033
0.3355	5.0	510	0.8989	0.4217	0.8989	0.9481
0.3355	5.0196	512	0.9339	0.4217	0.9339	0.9664
0.3355	5.0392	514	0.8966	0.3813	0.8966	0.9469
0.3355	5.0588	516	0.8138	0.5424	0.8138	0.9021
0.3355	5.0784	518	0.7723	0.5805	0.7723	0.8788
0.3355	5.0980	520	0.7672	0.5872	0.7672	0.8759
0.3355	5.1176	522	0.8037	0.5447	0.8037	0.8965
0.3355	5.1373	524	0.9435	0.3703	0.9435	0.9713
0.3355	5.1569	526	1.1040	0.3798	1.1040	1.0507
0.3355	5.1765	528	1.1561	0.3676	1.1561	1.0752
0.3355	5.1961	530	1.0647	0.3845	1.0647	1.0318
0.3355	5.2157	532	0.9375	0.3436	0.9375	0.9683
0.3355	5.2353	534	0.8906	0.4340	0.8906	0.9437
0.3355	5.2549	536	0.8604	0.4202	0.8604	0.9276
0.3355	5.2745	538	0.8311	0.4072	0.8311	0.9117
0.3355	5.2941	540	0.8334	0.4131	0.8334	0.9129
0.3355	5.3137	542	0.8845	0.4824	0.8845	0.9405
0.3355	5.3333	544	0.8748	0.5124	0.8748	0.9353
0.3355	5.3529	546	0.8793	0.5140	0.8793	0.9377
0.3355	5.3725	548	0.9531	0.4297	0.9531	0.9763
0.3355	5.3922	550	0.9160	0.4418	0.9160	0.9571
0.3355	5.4118	552	0.8829	0.4130	0.8829	0.9396
0.3355	5.4314	554	0.8601	0.4065	0.8601	0.9274
0.3355	5.4510	556	0.8442	0.4381	0.8442	0.9188
0.3355	5.4706	558	0.8394	0.4381	0.8395	0.9162
0.3355	5.4902	560	0.8605	0.4164	0.8605	0.9277
0.3355	5.5098	562	0.8968	0.4013	0.8968	0.9470
0.3355	5.5294	564	0.8815	0.4533	0.8815	0.9389
0.3355	5.5490	566	0.9072	0.4440	0.9072	0.9525
0.3355	5.5686	568	0.9010	0.4440	0.9010	0.9492
0.3355	5.5882	570	0.8331	0.5183	0.8331	0.9127
0.3355	5.6078	572	0.8031	0.5353	0.8031	0.8961
0.3355	5.6275	574	0.8551	0.4131	0.8551	0.9247
0.3355	5.6471	576	0.9514	0.3800	0.9514	0.9754
0.3355	5.6667	578	1.0415	0.3427	1.0415	1.0205
0.3355	5.6863	580	1.0259	0.3148	1.0259	1.0129
0.3355	5.7059	582	0.9888	0.3600	0.9888	0.9944
0.3355	5.7255	584	1.0098	0.3703	1.0098	1.0049
0.3355	5.7451	586	1.0351	0.3798	1.0351	1.0174
0.3355	5.7647	588	0.9694	0.4705	0.9694	0.9846
0.3355	5.7843	590	0.8735	0.6162	0.8735	0.9346
0.3355	5.8039	592	0.7610	0.5587	0.7610	0.8724
0.3355	5.8235	594	0.7119	0.6038	0.7119	0.8437
0.3355	5.8431	596	0.7064	0.5909	0.7064	0.8405
0.3355	5.8627	598	0.7146	0.5862	0.7146	0.8454
0.3355	5.8824	600	0.7912	0.6089	0.7912	0.8895
0.3355	5.9020	602	0.8782	0.6427	0.8782	0.9371
0.3355	5.9216	604	0.8865	0.6257	0.8865	0.9415
0.3355	5.9412	606	0.9222	0.5650	0.9222	0.9603
0.3355	5.9608	608	0.9085	0.4741	0.9085	0.9531
0.3355	5.9804	610	0.8800	0.4131	0.8800	0.9381
0.3355	6.0	612	0.8818	0.4803	0.8818	0.9390
0.3355	6.0196	614	0.9196	0.5287	0.9196	0.9589
0.3355	6.0392	616	0.9183	0.56	0.9183	0.9583
0.3355	6.0588	618	0.9102	0.5685	0.9102	0.9540
0.3355	6.0784	620	0.9242	0.5054	0.9242	0.9613
0.3355	6.0980	622	0.9514	0.4921	0.9514	0.9754
0.3355	6.1176	624	0.9140	0.5250	0.9140	0.9560
0.3355	6.1373	626	0.8542	0.4822	0.8542	0.9242
0.3355	6.1569	628	0.8027	0.5447	0.8027	0.8959
0.3355	6.1765	630	0.7899	0.5577	0.7899	0.8888
0.3355	6.1961	632	0.8005	0.5446	0.8005	0.8947
0.3355	6.2157	634	0.8197	0.5030	0.8197	0.9054
0.3355	6.2353	636	0.8525	0.4513	0.8525	0.9233
0.3355	6.2549	638	0.9257	0.4751	0.9257	0.9621
0.3355	6.2745	640	0.9508	0.3585	0.9508	0.9751
0.3355	6.2941	642	0.8877	0.4552	0.8877	0.9422
0.3355	6.3137	644	0.8277	0.4845	0.8277	0.9098
0.3355	6.3333	646	0.7579	0.5898	0.7579	0.8706
0.3355	6.3529	648	0.7452	0.6002	0.7452	0.8632
0.3355	6.3725	650	0.7615	0.5774	0.7615	0.8726
0.3355	6.3922	652	0.8608	0.4591	0.8608	0.9278
0.3355	6.4118	654	1.0048	0.4025	1.0048	1.0024
0.3355	6.4314	656	1.0375	0.4025	1.0375	1.0186
0.3355	6.4510	658	0.9646	0.3932	0.9646	0.9821
0.3355	6.4706	660	0.8950	0.4110	0.8950	0.9461
0.3355	6.4902	662	0.8499	0.4796	0.8499	0.9219
0.3355	6.5098	664	0.8373	0.4852	0.8373	0.9151
0.3355	6.5294	666	0.8271	0.5143	0.8271	0.9095
0.3355	6.5490	668	0.8163	0.4691	0.8163	0.9035
0.3355	6.5686	670	0.8237	0.4852	0.8237	0.9076
0.3355	6.5882	672	0.8858	0.3918	0.8858	0.9412
0.3355	6.6078	674	1.0485	0.3684	1.0485	1.0240
0.3355	6.6275	676	1.2513	0.4586	1.2513	1.1186
0.3355	6.6471	678	1.4428	0.3471	1.4428	1.2012
0.3355	6.6667	680	1.5102	0.3275	1.5102	1.2289
0.3355	6.6863	682	1.4180	0.3261	1.4180	1.1908
0.3355	6.7059	684	1.2269	0.4048	1.2269	1.1077
0.3355	6.7255	686	1.0245	0.4033	1.0245	1.0122
0.3355	6.7451	688	0.9056	0.3421	0.9056	0.9516
0.3355	6.7647	690	0.8438	0.3380	0.8438	0.9186
0.3355	6.7843	692	0.8293	0.4429	0.8293	0.9106
0.3355	6.8039	694	0.8355	0.5044	0.8355	0.9140
0.3355	6.8235	696	0.8514	0.5156	0.8514	0.9227
0.3355	6.8431	698	0.9195	0.4511	0.9195	0.9589
0.3355	6.8627	700	0.9364	0.4511	0.9364	0.9677
0.3355	6.8824	702	0.8692	0.5002	0.8692	0.9323
0.3355	6.9020	704	0.8138	0.5712	0.8138	0.9021
0.3355	6.9216	706	0.7834	0.4764	0.7834	0.8851
0.3355	6.9412	708	0.8145	0.4657	0.8145	0.9025
0.3355	6.9608	710	0.9082	0.2698	0.9082	0.9530
0.3355	6.9804	712	0.9788	0.3461	0.9788	0.9893
0.3355	7.0	714	1.0313	0.3316	1.0313	1.0155
0.3355	7.0196	716	1.0902	0.3777	1.0902	1.0441
0.3355	7.0392	718	1.1575	0.3605	1.1575	1.0759
0.3355	7.0588	720	1.1784	0.3624	1.1784	1.0855
0.3355	7.0784	722	1.1079	0.3791	1.1079	1.0526
0.3355	7.0980	724	0.9772	0.4481	0.9772	0.9886
0.3355	7.1176	726	0.8750	0.4202	0.8750	0.9354
0.3355	7.1373	728	0.8198	0.4671	0.8198	0.9054
0.3355	7.1569	730	0.7961	0.5381	0.7961	0.8923
0.3355	7.1765	732	0.8147	0.4724	0.8147	0.9026
0.3355	7.1961	734	0.8773	0.3941	0.8773	0.9366
0.3355	7.2157	736	0.9287	0.3243	0.9287	0.9637
0.3355	7.2353	738	0.9638	0.3111	0.9638	0.9817
0.3355	7.2549	740	1.0153	0.3197	1.0153	1.0076
0.3355	7.2745	742	0.9961	0.3465	0.9961	0.9980
0.3355	7.2941	744	0.9499	0.3923	0.9499	0.9746
0.3355	7.3137	746	0.9182	0.3705	0.9182	0.9582
0.3355	7.3333	748	0.9104	0.3465	0.9104	0.9542
0.3355	7.3529	750	0.9733	0.3465	0.9733	0.9866
0.3355	7.3725	752	1.0440	0.3995	1.0440	1.0218
0.3355	7.3922	754	1.0630	0.3998	1.0630	1.0310
0.3355	7.4118	756	1.0220	0.3487	1.0220	1.0109
0.3355	7.4314	758	0.9901	0.4016	0.9901	0.9950
0.3355	7.4510	760	0.9899	0.4521	0.9899	0.9949
0.3355	7.4706	762	0.9896	0.4521	0.9896	0.9948
0.3355	7.4902	764	1.0045	0.4521	1.0045	1.0022
0.3355	7.5098	766	0.9664	0.4521	0.9664	0.9831
0.3355	7.5294	768	0.9153	0.4133	0.9153	0.9567
0.3355	7.5490	770	0.8997	0.4583	0.8997	0.9485
0.3355	7.5686	772	0.8973	0.4583	0.8973	0.9473
0.3355	7.5882	774	0.9030	0.4924	0.9030	0.9502
0.3355	7.6078	776	0.9099	0.4591	0.9099	0.9539
0.3355	7.6275	778	0.9231	0.4583	0.9231	0.9608
0.3355	7.6471	780	0.9974	0.4410	0.9974	0.9987
0.3355	7.6667	782	1.0618	0.4403	1.0618	1.0304
0.3355	7.6863	784	1.0190	0.4618	1.0190	1.0095
0.3355	7.7059	786	0.8837	0.5532	0.8837	0.9401
0.3355	7.7255	788	0.7782	0.5493	0.7782	0.8822
0.3355	7.7451	790	0.7501	0.5624	0.7501	0.8661
0.3355	7.7647	792	0.7942	0.5637	0.7942	0.8912
0.3355	7.7843	794	0.8943	0.5427	0.8943	0.9457
0.3355	7.8039	796	0.9167	0.5135	0.9167	0.9574
0.3355	7.8235	798	0.8650	0.5448	0.8650	0.9300
0.3355	7.8431	800	0.7866	0.4968	0.7866	0.8869
0.3355	7.8627	802	0.7668	0.5012	0.7668	0.8757
0.3355	7.8824	804	0.7747	0.5044	0.7747	0.8802
0.3355	7.9020	806	0.7774	0.5044	0.7774	0.8817
0.3355	7.9216	808	0.7846	0.4865	0.7846	0.8858
0.3355	7.9412	810	0.8255	0.4681	0.8255	0.9086
0.3355	7.9608	812	0.8971	0.4495	0.8971	0.9472
0.3355	7.9804	814	0.9657	0.4655	0.9657	0.9827
0.3355	8.0	816	1.0027	0.4414	1.0027	1.0014
0.3355	8.0196	818	0.9844	0.4426	0.9844	0.9922
0.3355	8.0392	820	0.9373	0.4254	0.9373	0.9682
0.3355	8.0588	822	0.8562	0.4507	0.8562	0.9253
0.3355	8.0784	824	0.8112	0.4568	0.8112	0.9006
0.3355	8.0980	826	0.8148	0.4568	0.8148	0.9027
0.3355	8.1176	828	0.8572	0.4293	0.8572	0.9258
0.3355	8.1373	830	0.9567	0.3923	0.9567	0.9781
0.3355	8.1569	832	1.0124	0.3923	1.0124	1.0062
0.3355	8.1765	834	1.0202	0.3438	1.0202	1.0101
0.3355	8.1961	836	0.9523	0.3359	0.9523	0.9759
0.3355	8.2157	838	0.8914	0.4107	0.8914	0.9442
0.3355	8.2353	840	0.8624	0.4108	0.8624	0.9287
0.3355	8.2549	842	0.8356	0.4459	0.8356	0.9141
0.3355	8.2745	844	0.8444	0.3590	0.8444	0.9189
0.3355	8.2941	846	0.8556	0.3335	0.8556	0.9250
0.3355	8.3137	848	0.8498	0.3720	0.8498	0.9218
0.3355	8.3333	850	0.8300	0.4595	0.8300	0.9110
0.3355	8.3529	852	0.8513	0.4293	0.8513	0.9227
0.3355	8.3725	854	0.9042	0.4453	0.9042	0.9509
0.3355	8.3922	856	0.8852	0.4771	0.8852	0.9408
0.3355	8.4118	858	0.8345	0.4703	0.8345	0.9135
0.3355	8.4314	860	0.8346	0.4712	0.8346	0.9136
0.3355	8.4510	862	0.8327	0.4072	0.8327	0.9125
0.3355	8.4706	864	0.8574	0.3613	0.8574	0.9260
0.3355	8.4902	866	0.9080	0.3584	0.9080	0.9529
0.3355	8.5098	868	0.9299	0.3816	0.9299	0.9643
0.3355	8.5294	870	0.9252	0.4591	0.9252	0.9619
0.3355	8.5490	872	0.9194	0.4591	0.9194	0.9588
0.3355	8.5686	874	0.8966	0.4591	0.8966	0.9469
0.3355	8.5882	876	0.8541	0.4382	0.8541	0.9242
0.3355	8.6078	878	0.8254	0.4166	0.8254	0.9085
0.3355	8.6275	880	0.8219	0.4295	0.8219	0.9066
0.3355	8.6471	882	0.8122	0.3697	0.8122	0.9012
0.3355	8.6667	884	0.8150	0.3464	0.8150	0.9027
0.3355	8.6863	886	0.8183	0.4165	0.8183	0.9046
0.3355	8.7059	888	0.8287	0.3841	0.8287	0.9103
0.3355	8.7255	890	0.8611	0.4034	0.8611	0.9279
0.3355	8.7451	892	0.8903	0.4128	0.8903	0.9436
0.3355	8.7647	894	0.8910	0.4128	0.8910	0.9440
0.3355	8.7843	896	0.9012	0.4128	0.9012	0.9493
0.3355	8.8039	898	0.8899	0.3421	0.8899	0.9433
0.3355	8.8235	900	0.9220	0.3596	0.9220	0.9602
0.3355	8.8431	902	0.9427	0.3831	0.9427	0.9709
0.3355	8.8627	904	0.9342	0.4186	0.9342	0.9665
0.3355	8.8824	906	0.9408	0.4302	0.9408	0.9699
0.3355	8.9020	908	0.9185	0.4527	0.9185	0.9584
0.3355	8.9216	910	0.8698	0.5140	0.8698	0.9327
0.3355	8.9412	912	0.8149	0.5130	0.8149	0.9027
0.3355	8.9608	914	0.7904	0.5447	0.7904	0.8891
0.3355	8.9804	916	0.7737	0.5610	0.7737	0.8796
0.3355	9.0	918	0.7686	0.5610	0.7686	0.8767
0.3355	9.0196	920	0.7862	0.5610	0.7862	0.8867
0.3355	9.0392	922	0.8290	0.4552	0.8290	0.9105
0.3355	9.0588	924	0.8326	0.4881	0.8326	0.9125
0.3355	9.0784	926	0.7978	0.4894	0.7978	0.8932
0.3355	9.0980	928	0.7979	0.5536	0.7979	0.8933
0.3355	9.1176	930	0.8471	0.5140	0.8471	0.9204
0.3355	9.1373	932	0.9006	0.5105	0.9006	0.9490
0.3355	9.1569	934	0.8647	0.5427	0.8647	0.9299
0.3355	9.1765	936	0.7890	0.5905	0.7890	0.8882
0.3355	9.1961	938	0.7303	0.6154	0.7303	0.8546
0.3355	9.2157	940	0.7302	0.5962	0.7302	0.8545
0.3355	9.2353	942	0.7514	0.5718	0.7514	0.8669
0.3355	9.2549	944	0.7960	0.5610	0.7960	0.8922
0.3355	9.2745	946	0.8747	0.5086	0.8747	0.9352
0.3355	9.2941	948	0.9085	0.4722	0.9085	0.9532
0.3355	9.3137	950	0.9058	0.4334	0.9058	0.9517
0.3355	9.3333	952	0.8864	0.5233	0.8864	0.9415
0.3355	9.3529	954	0.8185	0.5379	0.8185	0.9047
0.3355	9.3725	956	0.7986	0.5577	0.7986	0.8936
0.3355	9.3922	958	0.8040	0.6111	0.8040	0.8966
0.3355	9.4118	960	0.8149	0.6263	0.8149	0.9027
0.3355	9.4314	962	0.8342	0.5403	0.8342	0.9133
0.3355	9.4510	964	0.8469	0.5672	0.8469	0.9203
0.3355	9.4706	966	0.8742	0.5627	0.8742	0.9350
0.3355	9.4902	968	0.9066	0.5347	0.9066	0.9521
0.3355	9.5098	970	0.9014	0.5347	0.9014	0.9494
0.3355	9.5294	972	0.8553	0.5403	0.8553	0.9248
0.3355	9.5490	974	0.7989	0.5444	0.7989	0.8938
0.3355	9.5686	976	0.7481	0.5324	0.7481	0.8649
0.3355	9.5882	978	0.7341	0.6240	0.7341	0.8568
0.3355	9.6078	980	0.7356	0.6240	0.7356	0.8577
0.3355	9.6275	982	0.7493	0.6144	0.7493	0.8656
0.3355	9.6471	984	0.7822	0.5536	0.7822	0.8844
0.3355	9.6667	986	0.8047	0.5823	0.8047	0.8971
0.3355	9.6863	988	0.8249	0.5260	0.8249	0.9082
0.3355	9.7059	990	0.8239	0.4943	0.8239	0.9077
0.3355	9.7255	992	0.7932	0.5044	0.7932	0.8906
0.3355	9.7451	994	0.7578	0.5201	0.7578	0.8705
0.3355	9.7647	996	0.7377	0.5810	0.7377	0.8589
0.3355	9.7843	998	0.7459	0.4898	0.7459	0.8636
0.0776	9.8039	1000	0.7706	0.4377	0.7706	0.8778
0.0776	9.8235	1002	0.8106	0.4568	0.8106	0.9003
0.0776	9.8431	1004	0.8712	0.3902	0.8712	0.9334
0.0776	9.8627	1006	0.9004	0.3636	0.9004	0.9489
0.0776	9.8824	1008	0.9323	0.3231	0.9323	0.9656
0.0776	9.9020	1010	0.9373	0.3231	0.9373	0.9682
0.0776	9.9216	1012	0.8936	0.3138	0.8936	0.9453

Framework versions

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