ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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: 0.7426
• Qwk: -0.1616
• Mse: 0.7426
• Rmse: 0.8617

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	0.0465	2	3.6965	0.0061	3.6965	1.9226
No log	0.0930	4	2.6620	-0.0188	2.6620	1.6316
No log	0.1395	6	2.8500	-0.0053	2.8500	1.6882
No log	0.1860	8	1.4039	0.0400	1.4039	1.1848
No log	0.2326	10	1.0225	-0.0886	1.0225	1.0112
No log	0.2791	12	1.0330	0.0526	1.0330	1.0164
No log	0.3256	14	1.2679	0.0443	1.2679	1.1260
No log	0.3721	16	1.3777	-0.0716	1.3777	1.1737
No log	0.4186	18	0.8720	0.0946	0.8720	0.9338
No log	0.4651	20	0.7632	-0.0711	0.7632	0.8736
No log	0.5116	22	0.9601	0.0067	0.9601	0.9799
No log	0.5581	24	1.1303	0.0358	1.1303	1.0632
No log	0.6047	26	1.0522	-0.0234	1.0522	1.0258
No log	0.6512	28	0.9517	0.0083	0.9517	0.9756
No log	0.6977	30	0.9099	-0.0398	0.9099	0.9539
No log	0.7442	32	0.9429	-0.0084	0.9429	0.9710
No log	0.7907	34	0.9585	0.0493	0.9585	0.9790
No log	0.8372	36	0.8885	0.0134	0.8885	0.9426
No log	0.8837	38	0.9128	-0.0218	0.9128	0.9554
No log	0.9302	40	0.8285	-0.0033	0.8286	0.9102
No log	0.9767	42	0.7707	0.0857	0.7707	0.8779
No log	1.0233	44	0.7063	-0.0035	0.7063	0.8404
No log	1.0698	46	0.7077	-0.0035	0.7077	0.8412
No log	1.1163	48	0.7820	-0.0215	0.7820	0.8843
No log	1.1628	50	1.0359	-0.0423	1.0359	1.0178
No log	1.2093	52	1.1066	-0.0178	1.1066	1.0520
No log	1.2558	54	0.9271	-0.0331	0.9271	0.9629
No log	1.3023	56	0.8754	-0.0909	0.8754	0.9356
No log	1.3488	58	0.8242	-0.0287	0.8242	0.9078
No log	1.3953	60	0.9663	-0.0571	0.9663	0.9830
No log	1.4419	62	0.8589	0.1243	0.8589	0.9267
No log	1.4884	64	0.7580	-0.0591	0.7580	0.8706
No log	1.5349	66	0.8217	0.0095	0.8217	0.9065
No log	1.5814	68	0.9999	-0.0253	0.9999	0.9999
No log	1.6279	70	0.9647	-0.0551	0.9647	0.9822
No log	1.6744	72	0.7692	0.0318	0.7692	0.8770
No log	1.7209	74	0.8429	0.0377	0.8429	0.9181
No log	1.7674	76	0.8383	0.0711	0.8383	0.9156
No log	1.8140	78	0.7122	0.0964	0.7122	0.8439
No log	1.8605	80	0.7667	-0.1067	0.7667	0.8756
No log	1.9070	82	0.7757	-0.0499	0.7757	0.8807
No log	1.9535	84	0.8049	-0.1542	0.8049	0.8972
No log	2.0	86	0.8905	0.0043	0.8905	0.9437
No log	2.0465	88	0.9282	0.0043	0.9282	0.9634
No log	2.0930	90	0.8166	-0.1697	0.8166	0.9036
No log	2.1395	92	0.8876	-0.1201	0.8876	0.9421
No log	2.1860	94	0.9410	-0.0346	0.9410	0.9701
No log	2.2326	96	0.8795	-0.0208	0.8795	0.9378
No log	2.2791	98	0.8312	0.0581	0.8312	0.9117
No log	2.3256	100	0.7717	0.1434	0.7717	0.8785
No log	2.3721	102	0.7485	0.1549	0.7485	0.8652
No log	2.4186	104	0.7611	0.1079	0.7611	0.8724
No log	2.4651	106	0.7473	0.0543	0.7473	0.8645
No log	2.5116	108	0.7790	0.0027	0.7790	0.8826
No log	2.5581	110	0.8186	-0.0280	0.8186	0.9048
No log	2.6047	112	0.9115	0.0754	0.9115	0.9547
No log	2.6512	114	0.8936	-0.0063	0.8936	0.9453
No log	2.6977	116	0.8628	0.0157	0.8628	0.9289
No log	2.7442	118	0.9828	0.0015	0.9828	0.9914
No log	2.7907	120	0.9582	-0.1769	0.9582	0.9789
No log	2.8372	122	0.8656	-0.1146	0.8656	0.9304
No log	2.8837	124	1.0190	-0.0449	1.0190	1.0094
No log	2.9302	126	0.9869	-0.0449	0.9869	0.9934
No log	2.9767	128	0.8597	-0.1268	0.8597	0.9272
No log	3.0233	130	0.9293	-0.0563	0.9293	0.9640
No log	3.0698	132	0.8617	0.0428	0.8617	0.9283
No log	3.1163	134	0.8017	-0.0902	0.8017	0.8954
No log	3.1628	136	0.7757	-0.0449	0.7757	0.8807
No log	3.2093	138	0.7760	0.1135	0.7760	0.8809
No log	3.2558	140	0.7584	0.1199	0.7584	0.8709
No log	3.3023	142	0.7361	0.0	0.7361	0.8580
No log	3.3488	144	0.7648	0.0869	0.7648	0.8745
No log	3.3953	146	0.7648	0.0414	0.7648	0.8745
No log	3.4419	148	0.7989	-0.0949	0.7989	0.8938
No log	3.4884	150	0.7809	-0.1033	0.7809	0.8837
No log	3.5349	152	0.7918	-0.1033	0.7918	0.8898
No log	3.5814	154	0.7900	-0.1026	0.7900	0.8888
No log	3.6279	156	0.7914	-0.2101	0.7914	0.8896
No log	3.6744	158	0.7906	-0.0967	0.7906	0.8891
No log	3.7209	160	0.8168	-0.0488	0.8168	0.9038
No log	3.7674	162	0.8608	-0.0588	0.8608	0.9278
No log	3.8140	164	0.8126	-0.0488	0.8126	0.9014
No log	3.8605	166	0.8470	-0.0738	0.8470	0.9203
No log	3.9070	168	0.8420	-0.0307	0.8420	0.9176
No log	3.9535	170	0.8660	-0.0692	0.8660	0.9306
No log	4.0	172	0.7732	-0.0967	0.7732	0.8793
No log	4.0465	174	0.7737	-0.0056	0.7737	0.8796
No log	4.0930	176	0.7969	-0.0345	0.7969	0.8927
No log	4.1395	178	0.7976	-0.0385	0.7976	0.8931
No log	4.1860	180	0.7545	-0.0967	0.7545	0.8686
No log	4.2326	182	0.7865	-0.0506	0.7865	0.8868
No log	4.2791	184	0.7900	-0.0967	0.7900	0.8888
No log	4.3256	186	0.8471	-0.0204	0.8471	0.9204
No log	4.3721	188	0.8603	-0.0173	0.8603	0.9275
No log	4.4186	190	0.8204	-0.0407	0.8204	0.9058
No log	4.4651	192	0.8207	-0.0524	0.8207	0.9059
No log	4.5116	194	0.8316	-0.0280	0.8316	0.9119
No log	4.5581	196	0.8701	-0.0144	0.8701	0.9328
No log	4.6047	198	0.8740	-0.0595	0.8740	0.9349
No log	4.6512	200	0.9317	-0.0722	0.9317	0.9653
No log	4.6977	202	1.0243	0.0531	1.0243	1.0121
No log	4.7442	204	0.9525	-0.0685	0.9525	0.9759
No log	4.7907	206	0.8299	-0.0967	0.8299	0.9110
No log	4.8372	208	0.8300	-0.1599	0.8300	0.9110
No log	4.8837	210	0.8089	-0.0065	0.8089	0.8994
No log	4.9302	212	0.8219	-0.1398	0.8219	0.9066
No log	4.9767	214	0.8232	-0.0513	0.8232	0.9073
No log	5.0233	216	0.8352	-0.0446	0.8352	0.9139
No log	5.0698	218	0.8875	-0.0522	0.8875	0.9421
No log	5.1163	220	0.9398	-0.0379	0.9398	0.9694
No log	5.1628	222	0.9160	-0.0187	0.9160	0.9571
No log	5.2093	224	0.9051	0.0056	0.9051	0.9513
No log	5.2558	226	0.8953	-0.0350	0.8953	0.9462
No log	5.3023	228	0.9084	-0.1538	0.9084	0.9531
No log	5.3488	230	0.8516	-0.0967	0.8516	0.9228
No log	5.3953	232	0.9478	-0.1184	0.9478	0.9736
No log	5.4419	234	0.9158	-0.1184	0.9158	0.9570
No log	5.4884	236	0.8518	-0.0967	0.8518	0.9229
No log	5.5349	238	0.9426	-0.1245	0.9426	0.9709
No log	5.5814	240	0.9864	-0.0583	0.9864	0.9932
No log	5.6279	242	0.9304	0.0361	0.9304	0.9646
No log	5.6744	244	0.8580	-0.0314	0.8580	0.9263
No log	5.7209	246	0.8273	-0.0387	0.8273	0.9096
No log	5.7674	248	0.8407	-0.0345	0.8407	0.9169
No log	5.8140	250	0.8672	-0.0724	0.8672	0.9313
No log	5.8605	252	0.8095	-0.0967	0.8095	0.8997
No log	5.9070	254	0.8351	-0.0567	0.8351	0.9138
No log	5.9535	256	0.8691	-0.0170	0.8691	0.9323
No log	6.0	258	0.8696	-0.1331	0.8696	0.9325
No log	6.0465	260	1.0608	-0.0526	1.0608	1.0300
No log	6.0930	262	1.0511	-0.0270	1.0511	1.0252
No log	6.1395	264	0.9234	-0.0558	0.9234	0.9609
No log	6.1860	266	0.9862	-0.1568	0.9862	0.9931
No log	6.2326	268	1.0055	-0.1564	1.0055	1.0028
No log	6.2791	270	0.8884	0.0269	0.8884	0.9425
No log	6.3256	272	0.8637	-0.1470	0.8637	0.9294
No log	6.3721	274	0.8946	-0.1266	0.8946	0.9459
No log	6.4186	276	0.8343	-0.1547	0.8343	0.9134
No log	6.4651	278	0.7909	0.0479	0.7909	0.8893
No log	6.5116	280	0.7887	0.0479	0.7887	0.8881
No log	6.5581	282	0.7709	0.0	0.7709	0.8780
No log	6.6047	284	0.7759	-0.1547	0.7759	0.8808
No log	6.6512	286	0.7666	0.0479	0.7666	0.8756
No log	6.6977	288	0.7913	-0.1542	0.7913	0.8895
No log	6.7442	290	0.8464	-0.0837	0.8464	0.9200
No log	6.7907	292	0.8788	-0.1538	0.8788	0.9375
No log	6.8372	294	0.8058	-0.1468	0.8058	0.8976
No log	6.8837	296	0.7652	-0.0096	0.7652	0.8748
No log	6.9302	298	0.7594	-0.0065	0.7594	0.8714
No log	6.9767	300	0.8378	-0.0837	0.8378	0.9153
No log	7.0233	302	0.9481	0.0420	0.9481	0.9737
No log	7.0698	304	0.9121	-0.1103	0.9121	0.9551
No log	7.1163	306	0.8029	-0.0578	0.8029	0.8961
No log	7.1628	308	0.8605	0.0159	0.8605	0.9276
No log	7.2093	310	0.8130	-0.0096	0.8130	0.9017
No log	7.2558	312	0.7974	-0.1547	0.7974	0.8930
No log	7.3023	314	0.8223	-0.0786	0.8223	0.9068
No log	7.3488	316	0.7847	-0.0949	0.7847	0.8858
No log	7.3953	318	0.7614	-0.0065	0.7614	0.8726
No log	7.4419	320	0.7593	-0.0065	0.7593	0.8714
No log	7.4884	322	0.7791	-0.1026	0.7791	0.8827
No log	7.5349	324	0.7631	-0.1547	0.7631	0.8736
No log	7.5814	326	0.7347	-0.1081	0.7347	0.8571
No log	7.6279	328	0.7354	-0.1081	0.7354	0.8576
No log	7.6744	330	0.7330	-0.0065	0.7330	0.8561
No log	7.7209	332	0.7591	-0.0912	0.7591	0.8713
No log	7.7674	334	0.8457	-0.0606	0.8457	0.9196
No log	7.8140	336	0.8333	-0.0648	0.8333	0.9129
No log	7.8605	338	0.7492	0.0058	0.7492	0.8655
No log	7.9070	340	0.7561	-0.0912	0.7561	0.8695
No log	7.9535	342	0.7618	-0.0560	0.7618	0.8728
No log	8.0	344	0.7859	-0.1331	0.7859	0.8865
No log	8.0465	346	0.7768	-0.1331	0.7768	0.8814
No log	8.0930	348	0.7505	-0.0032	0.7505	0.8663
No log	8.1395	350	0.7675	-0.1398	0.7675	0.8761
No log	8.1860	352	0.7614	-0.0385	0.7614	0.8726
No log	8.2326	354	0.7437	-0.0065	0.7437	0.8624
No log	8.2791	356	0.7625	-0.0152	0.7625	0.8732
No log	8.3256	358	0.7439	-0.0125	0.7439	0.8625
No log	8.3721	360	0.8162	0.0196	0.8162	0.9035
No log	8.4186	362	0.9093	-0.0650	0.9093	0.9536
No log	8.4651	364	0.8315	0.1126	0.8315	0.9119
No log	8.5116	366	0.7614	-0.0595	0.7614	0.8726
No log	8.5581	368	0.7573	0.0436	0.7573	0.8702
No log	8.6047	370	0.7654	0.1552	0.7654	0.8749
No log	8.6512	372	0.7737	0.1141	0.7737	0.8796
No log	8.6977	374	0.7610	0.1023	0.7610	0.8723
No log	8.7442	376	0.7753	0.0296	0.7753	0.8805
No log	8.7907	378	0.7894	0.0374	0.7894	0.8885
No log	8.8372	380	0.8377	-0.0786	0.8377	0.9152
No log	8.8837	382	0.8860	-0.0606	0.8860	0.9413
No log	8.9302	384	0.8496	0.0196	0.8496	0.9217
No log	8.9767	386	0.7680	-0.1470	0.7680	0.8764
No log	9.0233	388	0.7586	-0.0520	0.7586	0.8710
No log	9.0698	390	0.7605	-0.0520	0.7605	0.8721
No log	9.1163	392	0.7601	-0.0520	0.7601	0.8719
No log	9.1628	394	0.7514	-0.0493	0.7514	0.8668
No log	9.2093	396	0.7327	0.1512	0.7327	0.8560
No log	9.2558	398	0.7216	0.1512	0.7216	0.8495
No log	9.3023	400	0.7187	-0.0520	0.7187	0.8478
No log	9.3488	402	0.7780	-0.0451	0.7780	0.8820
No log	9.3953	404	0.7716	-0.0451	0.7716	0.8784
No log	9.4419	406	0.7145	0.0555	0.7145	0.8453
No log	9.4884	408	0.7250	0.1021	0.7250	0.8515
No log	9.5349	410	0.7753	0.0857	0.7753	0.8805
No log	9.5814	412	0.8281	-0.0958	0.8281	0.9100
No log	9.6279	414	0.8964	-0.0237	0.8964	0.9468
No log	9.6744	416	0.9187	-0.1039	0.9187	0.9585
No log	9.7209	418	0.8893	-0.0469	0.8893	0.9430
No log	9.7674	420	0.9002	-0.1644	0.9002	0.9488
No log	9.8140	422	0.9387	-0.0852	0.9387	0.9689
No log	9.8605	424	0.8728	-0.2534	0.8728	0.9343
No log	9.9070	426	0.8336	-0.1081	0.8336	0.9130
No log	9.9535	428	0.8720	-0.0826	0.8720	0.9338
No log	10.0	430	0.8632	-0.0345	0.8632	0.9291
No log	10.0465	432	0.8341	-0.1542	0.8341	0.9133
No log	10.0930	434	0.8487	-0.0644	0.8487	0.9213
No log	10.1395	436	0.8445	-0.1100	0.8445	0.9189
No log	10.1860	438	0.8637	-0.1330	0.8637	0.9293
No log	10.2326	440	0.9360	-0.0442	0.9360	0.9675
No log	10.2791	442	0.9704	-0.0583	0.9704	0.9851
No log	10.3256	444	0.8529	-0.0237	0.8529	0.9235
No log	10.3721	446	0.7804	-0.0065	0.7804	0.8834
No log	10.4186	448	0.7479	-0.0065	0.7479	0.8648
No log	10.4651	450	0.7653	-0.0499	0.7653	0.8748
No log	10.5116	452	0.7815	-0.0499	0.7815	0.8840
No log	10.5581	454	0.7297	-0.1137	0.7297	0.8542
No log	10.6047	456	0.7150	-0.0065	0.7150	0.8456
No log	10.6512	458	0.7477	-0.0560	0.7477	0.8647
No log	10.6977	460	0.7753	-0.1882	0.7753	0.8805
No log	10.7442	462	0.8057	-0.0810	0.8057	0.8976
No log	10.7907	464	0.7906	-0.1026	0.7906	0.8892
No log	10.8372	466	0.7561	-0.0532	0.7561	0.8695
No log	10.8837	468	0.7371	0.0454	0.7371	0.8585
No log	10.9302	470	0.7445	0.0857	0.7445	0.8628
No log	10.9767	472	0.7376	0.0964	0.7376	0.8589
No log	11.0233	474	0.7493	-0.0560	0.7493	0.8656
No log	11.0698	476	0.8654	-0.0852	0.8654	0.9303
No log	11.1163	478	0.9527	0.0190	0.9527	0.9761
No log	11.1628	480	0.9689	0.0512	0.9689	0.9843
No log	11.2093	482	0.8368	-0.1039	0.8368	0.9147
No log	11.2558	484	0.8060	-0.0387	0.8060	0.8978
No log	11.3023	486	0.7984	-0.0912	0.7984	0.8936
No log	11.3488	488	0.7956	-0.0837	0.7956	0.8920
No log	11.3953	490	0.7856	-0.1266	0.7856	0.8864
No log	11.4419	492	0.7721	-0.1266	0.7721	0.8787
No log	11.4884	494	0.7503	-0.0065	0.7503	0.8662
No log	11.5349	496	0.7532	-0.0065	0.7532	0.8679
No log	11.5814	498	0.7466	-0.1542	0.7466	0.8641
0.2893	11.6279	500	0.7914	-0.1547	0.7914	0.8896
0.2893	11.6744	502	0.8447	-0.1905	0.8447	0.9191
0.2893	11.7209	504	0.8266	-0.2435	0.8266	0.9092
0.2893	11.7674	506	0.7560	-0.0520	0.7560	0.8695
0.2893	11.8140	508	0.7180	-0.0541	0.7180	0.8473
0.2893	11.8605	510	0.7249	-0.1026	0.7249	0.8514
0.2893	11.9070	512	0.7472	-0.1542	0.7472	0.8644
0.2893	11.9535	514	0.7763	-0.1468	0.7763	0.8811
0.2893	12.0	516	0.7716	-0.1978	0.7716	0.8784
0.2893	12.0465	518	0.7627	-0.1978	0.7627	0.8733
0.2893	12.0930	520	0.7749	-0.0118	0.7749	0.8803
0.2893	12.1395	522	0.7832	-0.0118	0.7832	0.8850
0.2893	12.1860	524	0.7736	-0.0125	0.7736	0.8795
0.2893	12.2326	526	0.7582	-0.0541	0.7582	0.8708
0.2893	12.2791	528	0.7460	0.0967	0.7460	0.8637
0.2893	12.3256	530	0.7356	-0.0033	0.7356	0.8577
0.2893	12.3721	532	0.7285	-0.0033	0.7285	0.8535
0.2893	12.4186	534	0.7449	-0.0033	0.7449	0.8630
0.2893	12.4651	536	0.7574	-0.0033	0.7574	0.8703
0.2893	12.5116	538	0.7654	0.1512	0.7654	0.8749
0.2893	12.5581	540	0.7971	-0.0541	0.7971	0.8928
0.2893	12.6047	542	0.8348	-0.1331	0.8348	0.9137
0.2893	12.6512	544	0.8208	-0.1542	0.8208	0.9060
0.2893	12.6977	546	0.8260	-0.0493	0.8260	0.9088
0.2893	12.7442	548	0.7792	-0.0493	0.7792	0.8827
0.2893	12.7907	550	0.7647	0.0	0.7647	0.8745
0.2893	12.8372	552	0.7471	0.0506	0.7471	0.8643
0.2893	12.8837	554	0.7449	0.0506	0.7449	0.8631
0.2893	12.9302	556	0.7462	0.0506	0.7462	0.8638
0.2893	12.9767	558	0.7589	0.0506	0.7589	0.8711
0.2893	13.0233	560	0.7608	0.0374	0.7608	0.8722
0.2893	13.0698	562	0.7898	0.0759	0.7898	0.8887
0.2893	13.1163	564	0.8018	0.0759	0.8018	0.8954
0.2893	13.1628	566	0.8004	0.0759	0.8004	0.8947
0.2893	13.2093	568	0.8251	0.0541	0.8251	0.9083
0.2893	13.2558	570	0.8535	-0.0449	0.8535	0.9238
0.2893	13.3023	572	0.8233	-0.0595	0.8233	0.9074
0.2893	13.3488	574	0.8416	-0.0743	0.8416	0.9174
0.2893	13.3953	576	0.8399	0.0690	0.8399	0.9165
0.2893	13.4419	578	0.8265	0.0	0.8265	0.9091
0.2893	13.4884	580	0.9362	-0.0306	0.9362	0.9676
0.2893	13.5349	582	0.9935	-0.0753	0.9935	0.9968
0.2893	13.5814	584	0.9239	-0.0934	0.9239	0.9612
0.2893	13.6279	586	0.7997	-0.1635	0.7997	0.8943
0.2893	13.6744	588	0.7503	0.0857	0.7503	0.8662
0.2893	13.7209	590	0.8882	0.0442	0.8882	0.9425
0.2893	13.7674	592	0.8645	0.0953	0.8645	0.9298
0.2893	13.8140	594	0.7605	0.0857	0.7605	0.8721
0.2893	13.8605	596	0.7506	0.0555	0.7506	0.8664
0.2893	13.9070	598	0.8302	-0.0363	0.8302	0.9112
0.2893	13.9535	600	0.9058	-0.0982	0.9058	0.9517
0.2893	14.0	602	0.9084	-0.0887	0.9084	0.9531
0.2893	14.0465	604	0.8232	-0.1905	0.8232	0.9073
0.2893	14.0930	606	0.8043	0.0338	0.8043	0.8968
0.2893	14.1395	608	0.8463	0.1048	0.8463	0.9200
0.2893	14.1860	610	0.8243	0.0741	0.8243	0.9079
0.2893	14.2326	612	0.8171	-0.0248	0.8171	0.9039
0.2893	14.2791	614	0.9454	0.0512	0.9454	0.9723
0.2893	14.3256	616	1.0006	0.0574	1.0006	1.0003
0.2893	14.3721	618	0.9595	0.0845	0.9595	0.9795
0.2893	14.4186	620	0.8652	-0.0393	0.8652	0.9302
0.2893	14.4651	622	0.7824	-0.1531	0.7824	0.8845
0.2893	14.5116	624	0.7752	0.0807	0.7752	0.8805
0.2893	14.5581	626	0.7545	0.0807	0.7545	0.8686
0.2893	14.6047	628	0.7453	-0.0609	0.7453	0.8633
0.2893	14.6512	630	0.7869	0.0033	0.7869	0.8871
0.2893	14.6977	632	0.8585	-0.1474	0.8585	0.9265
0.2893	14.7442	634	0.9004	-0.0477	0.9004	0.9489
0.2893	14.7907	636	0.8738	0.0347	0.8738	0.9348
0.2893	14.8372	638	0.8160	-0.1804	0.8160	0.9033
0.2893	14.8837	640	0.7887	-0.1332	0.7887	0.8881
0.2893	14.9302	642	0.7608	-0.0599	0.7608	0.8722
0.2893	14.9767	644	0.7427	0.0768	0.7427	0.8618
0.2893	15.0233	646	0.7291	0.0355	0.7291	0.8539
0.2893	15.0698	648	0.7381	-0.0033	0.7381	0.8591
0.2893	15.1163	650	0.7465	0.0	0.7465	0.8640
0.2893	15.1628	652	0.7445	-0.0033	0.7445	0.8629
0.2893	15.2093	654	0.7437	-0.0033	0.7437	0.8624
0.2893	15.2558	656	0.7645	-0.0493	0.7645	0.8744
0.2893	15.3023	658	0.7800	-0.0473	0.7800	0.8832
0.2893	15.3488	660	0.7902	0.0094	0.7902	0.8889
0.2893	15.3953	662	0.7650	-0.0493	0.7650	0.8747
0.2893	15.4419	664	0.7642	-0.0627	0.7642	0.8742
0.2893	15.4884	666	0.7696	-0.0152	0.7696	0.8773
0.2893	15.5349	668	0.7713	0.0318	0.7713	0.8783
0.2893	15.5814	670	0.7670	0.0768	0.7670	0.8758
0.2893	15.6279	672	0.7617	-0.0627	0.7617	0.8727
0.2893	15.6744	674	0.7758	-0.1026	0.7758	0.8808
0.2893	15.7209	676	0.7996	-0.0345	0.7996	0.8942
0.2893	15.7674	678	0.8003	-0.0345	0.8003	0.8946
0.2893	15.8140	680	0.7648	-0.0033	0.7648	0.8745
0.2893	15.8605	682	0.7647	0.1259	0.7647	0.8745
0.2893	15.9070	684	0.7763	0.1259	0.7763	0.8811
0.2893	15.9535	686	0.7698	0.1259	0.7698	0.8774
0.2893	16.0	688	0.7639	-0.0131	0.7639	0.8740
0.2893	16.0465	690	0.7602	-0.0101	0.7602	0.8719
0.2893	16.0930	692	0.7696	-0.0033	0.7696	0.8772
0.2893	16.1395	694	0.7537	0.0506	0.7537	0.8681
0.2893	16.1860	696	0.7395	-0.0101	0.7395	0.8600
0.2893	16.2326	698	0.7338	-0.0101	0.7338	0.8566
0.2893	16.2791	700	0.7314	-0.0131	0.7314	0.8552
0.2893	16.3256	702	0.7356	0.0374	0.7356	0.8577
0.2893	16.3721	704	0.7455	0.1259	0.7455	0.8634
0.2893	16.4186	706	0.7655	0.1259	0.7655	0.8750
0.2893	16.4651	708	0.7725	0.1259	0.7725	0.8789
0.2893	16.5116	710	0.7684	0.0282	0.7684	0.8766
0.2893	16.5581	712	0.7734	-0.1100	0.7734	0.8794
0.2893	16.6047	714	0.7804	-0.0086	0.7804	0.8834
0.2893	16.6512	716	0.8084	0.0776	0.8084	0.8991
0.2893	16.6977	718	0.8088	0.0282	0.8088	0.8993
0.2893	16.7442	720	0.8106	0.0282	0.8106	0.9003
0.2893	16.7907	722	0.7837	-0.0152	0.7837	0.8853
0.2893	16.8372	724	0.7920	-0.1153	0.7920	0.8899
0.2893	16.8837	726	0.8184	-0.1331	0.8184	0.9047
0.2893	16.9302	728	0.8071	-0.1397	0.8071	0.8984
0.2893	16.9767	730	0.7563	0.0914	0.7563	0.8697
0.2893	17.0233	732	0.8003	0.1836	0.8003	0.8946
0.2893	17.0698	734	0.7951	0.1965	0.7951	0.8917
0.2893	17.1163	736	0.7554	0.0282	0.7554	0.8691
0.2893	17.1628	738	0.7463	-0.0627	0.7463	0.8639
0.2893	17.2093	740	0.7820	-0.1081	0.7820	0.8843
0.2893	17.2558	742	0.7913	-0.1542	0.7913	0.8896
0.2893	17.3023	744	0.7689	0.0506	0.7689	0.8768
0.2893	17.3488	746	0.7450	0.0416	0.7450	0.8631
0.2893	17.3953	748	0.7422	0.0374	0.7422	0.8615
0.2893	17.4419	750	0.7622	0.1259	0.7622	0.8731
0.2893	17.4884	752	0.7970	0.1627	0.7970	0.8927
0.2893	17.5349	754	0.8118	0.1047	0.8118	0.9010
0.2893	17.5814	756	0.7695	0.1202	0.7695	0.8772
0.2893	17.6279	758	0.7312	-0.0101	0.7312	0.8551
0.2893	17.6744	760	0.7349	0.0	0.7349	0.8573
0.2893	17.7209	762	0.7335	0.0	0.7335	0.8564
0.2893	17.7674	764	0.7151	0.0506	0.7151	0.8456
0.2893	17.8140	766	0.7273	0.0334	0.7273	0.8528
0.2893	17.8605	768	0.7593	0.0807	0.7593	0.8714
0.2893	17.9070	770	0.7539	0.0807	0.7539	0.8683
0.2893	17.9535	772	0.7590	0.0374	0.7590	0.8712
0.2893	18.0	774	0.7682	0.0374	0.7682	0.8765
0.2893	18.0465	776	0.7764	0.0334	0.7764	0.8812
0.2893	18.0930	778	0.7959	0.1259	0.7959	0.8921
0.2893	18.1395	780	0.8434	0.1775	0.8434	0.9184
0.2893	18.1860	782	0.8986	0.1107	0.8986	0.9479
0.2893	18.2326	784	0.9081	0.1064	0.9081	0.9530
0.2893	18.2791	786	0.7915	0.2034	0.7915	0.8897
0.2893	18.3256	788	0.7606	-0.1088	0.7606	0.8721
0.2893	18.3721	790	0.8217	-0.0271	0.8217	0.9065
0.2893	18.4186	792	0.7999	0.0173	0.7999	0.8944
0.2893	18.4651	794	0.7457	-0.0609	0.7457	0.8635
0.2893	18.5116	796	0.8009	0.1965	0.8009	0.8949
0.2893	18.5581	798	0.8597	0.0711	0.8597	0.9272
0.2893	18.6047	800	0.8126	0.1395	0.8126	0.9014
0.2893	18.6512	802	0.7523	0.1691	0.7523	0.8674
0.2893	18.6977	804	0.7444	-0.0541	0.7444	0.8628
0.2893	18.7442	806	0.7386	0.0033	0.7386	0.8594
0.2893	18.7907	808	0.7112	-0.0591	0.7112	0.8433
0.2893	18.8372	810	0.7113	0.0416	0.7113	0.8434
0.2893	18.8837	812	0.7073	0.0416	0.7073	0.8410
0.2893	18.9302	814	0.7132	0.0460	0.7132	0.8445
0.2893	18.9767	816	0.7274	-0.0069	0.7274	0.8529
0.2893	19.0233	818	0.7658	-0.0499	0.7658	0.8751
0.2893	19.0698	820	0.7887	-0.0499	0.7887	0.8881
0.2893	19.1163	822	0.7530	-0.0591	0.7530	0.8678
0.2893	19.1628	824	0.7402	0.1318	0.7402	0.8603
0.2893	19.2093	826	0.7851	0.1965	0.7851	0.8861
0.2893	19.2558	828	0.7611	0.1565	0.7611	0.8724
0.2893	19.3023	830	0.7605	0.1627	0.7605	0.8721
0.2893	19.3488	832	0.7587	0.1202	0.7587	0.8710
0.2893	19.3953	834	0.7577	0.1202	0.7577	0.8705
0.2893	19.4419	836	0.7621	-0.0179	0.7621	0.8730
0.2893	19.4884	838	0.7871	0.0289	0.7871	0.8872
0.2893	19.5349	840	0.8114	0.0257	0.8114	0.9008
0.2893	19.5814	842	0.7992	-0.0444	0.7992	0.8940
0.2893	19.6279	844	0.8181	-0.1151	0.8181	0.9045
0.2893	19.6744	846	0.8130	-0.1597	0.8130	0.9016
0.2893	19.7209	848	0.8119	-0.0259	0.8119	0.9010
0.2893	19.7674	850	0.7709	-0.1148	0.7709	0.8780
0.2893	19.8140	852	0.7302	-0.0101	0.7302	0.8545
0.2893	19.8605	854	0.7259	0.0334	0.7259	0.8520
0.2893	19.9070	856	0.7247	0.0334	0.7247	0.8513
0.2893	19.9535	858	0.7096	0.0416	0.7096	0.8424
0.2893	20.0	860	0.7105	-0.0101	0.7105	0.8429
0.2893	20.0465	862	0.7269	0.0374	0.7269	0.8526
0.2893	20.0930	864	0.7632	0.0759	0.7632	0.8736
0.2893	20.1395	866	0.7747	-0.0204	0.7747	0.8802
0.2893	20.1860	868	0.7875	-0.0113	0.7875	0.8874
0.2893	20.2326	870	0.8009	-0.0138	0.8009	0.8949
0.2893	20.2791	872	0.8581	0.0622	0.8581	0.9264
0.2893	20.3256	874	0.9243	0.0452	0.9243	0.9614
0.2893	20.3721	876	0.9043	0.1004	0.9043	0.9510
0.2893	20.4186	878	0.8089	-0.0051	0.8089	0.8994
0.2893	20.4651	880	0.8135	-0.0949	0.8135	0.9019
0.2893	20.5116	882	0.8478	-0.0513	0.8478	0.9208
0.2893	20.5581	884	0.8057	-0.0284	0.8057	0.8976
0.2893	20.6047	886	0.7343	0.0555	0.7343	0.8569
0.2893	20.6512	888	0.6913	-0.0101	0.6913	0.8315
0.2893	20.6977	890	0.6960	0.1318	0.6960	0.8343
0.2893	20.7442	892	0.6869	0.0416	0.6869	0.8288
0.2893	20.7907	894	0.6835	0.0416	0.6835	0.8267
0.2893	20.8372	896	0.7174	0.1627	0.7174	0.8470
0.2893	20.8837	898	0.7894	0.1775	0.7894	0.8885
0.2893	20.9302	900	0.7979	0.1775	0.7979	0.8932
0.2893	20.9767	902	0.7151	0.2105	0.7151	0.8456
0.2893	21.0233	904	0.7090	0.0416	0.7090	0.8420
0.2893	21.0698	906	0.7475	-0.0493	0.7475	0.8646
0.2893	21.1163	908	0.7339	-0.0541	0.7339	0.8567
0.2893	21.1628	910	0.7062	0.0416	0.7062	0.8404
0.2893	21.2093	912	0.7050	0.0857	0.7050	0.8397
0.2893	21.2558	914	0.7210	0.1627	0.7210	0.8491
0.2893	21.3023	916	0.7078	0.0807	0.7078	0.8413
0.2893	21.3488	918	0.6854	0.0909	0.6854	0.8279
0.2893	21.3953	920	0.7009	0.0555	0.7009	0.8372
0.2893	21.4419	922	0.7167	0.0	0.7167	0.8466
0.2893	21.4884	924	0.6937	0.0555	0.6937	0.8329
0.2893	21.5349	926	0.6823	0.0909	0.6823	0.8260
0.2893	21.5814	928	0.7032	0.1318	0.7032	0.8385
0.2893	21.6279	930	0.6946	0.0909	0.6946	0.8334
0.2893	21.6744	932	0.6873	0.0506	0.6873	0.8291
0.2893	21.7209	934	0.7248	0.0555	0.7248	0.8514
0.2893	21.7674	936	0.7448	-0.0551	0.7448	0.8630
0.2893	21.8140	938	0.7474	0.0555	0.7474	0.8646
0.2893	21.8605	940	0.7360	0.0555	0.7360	0.8579
0.2893	21.9070	942	0.7214	0.0506	0.7214	0.8494
0.2893	21.9535	944	0.7110	0.0506	0.7110	0.8432
0.2893	22.0	946	0.6991	0.0506	0.6991	0.8361
0.2893	22.0465	948	0.6917	0.0506	0.6917	0.8317
0.2893	22.0930	950	0.7079	0.0555	0.7079	0.8414
0.2893	22.1395	952	0.7282	0.0	0.7282	0.8533
0.2893	22.1860	954	0.7231	0.0	0.7231	0.8504
0.2893	22.2326	956	0.6919	0.0506	0.6919	0.8318
0.2893	22.2791	958	0.7090	0.0807	0.7090	0.8420
0.2893	22.3256	960	0.7467	0.1965	0.7467	0.8641
0.2893	22.3721	962	0.7963	0.1836	0.7963	0.8923
0.2893	22.4186	964	0.7621	0.1965	0.7621	0.8730
0.2893	22.4651	966	0.7244	0.0374	0.7244	0.8511
0.2893	22.5116	968	0.7355	0.0555	0.7355	0.8576
0.2893	22.5581	970	0.7602	0.0571	0.7602	0.8719
0.2893	22.6047	972	0.7672	0.0571	0.7672	0.8759
0.2893	22.6512	974	0.7450	0.1021	0.7450	0.8631
0.2893	22.6977	976	0.7349	0.0374	0.7349	0.8573
0.2893	22.7442	978	0.7359	0.0857	0.7359	0.8578
0.2893	22.7907	980	0.7203	0.0374	0.7203	0.8487
0.2893	22.8372	982	0.7160	0.0416	0.7160	0.8462
0.2893	22.8837	984	0.7161	0.1021	0.7161	0.8462
0.2893	22.9302	986	0.7212	0.0555	0.7212	0.8493
0.2893	22.9767	988	0.7450	0.0555	0.7450	0.8631
0.2893	23.0233	990	0.7638	0.0	0.7638	0.8740
0.2893	23.0698	992	0.7410	0.0555	0.7410	0.8608
0.2893	23.1163	994	0.7297	0.0869	0.7297	0.8542
0.2893	23.1628	996	0.7437	0.0776	0.7437	0.8624
0.2893	23.2093	998	0.7446	0.0776	0.7446	0.8629
0.0636	23.2558	1000	0.7424	0.0323	0.7424	0.8616
0.0636	23.3023	1002	0.7407	0.0732	0.7407	0.8606
0.0636	23.3488	1004	0.7367	0.0357	0.7367	0.8583
0.0636	23.3953	1006	0.7320	0.0471	0.7320	0.8556
0.0636	23.4419	1008	0.7324	0.0471	0.7324	0.8558
0.0636	23.4884	1010	0.7453	0.0033	0.7453	0.8633
0.0636	23.5349	1012	0.7300	0.0555	0.7300	0.8544
0.0636	23.5814	1014	0.7141	0.0506	0.7141	0.8450
0.0636	23.6279	1016	0.7114	0.1021	0.7114	0.8434
0.0636	23.6744	1018	0.7094	0.0416	0.7094	0.8423
0.0636	23.7209	1020	0.7119	0.0416	0.7119	0.8437
0.0636	23.7674	1022	0.7198	0.0416	0.7198	0.8484
0.0636	23.8140	1024	0.7176	-0.0101	0.7176	0.8471
0.0636	23.8605	1026	0.7085	0.0909	0.7085	0.8417
0.0636	23.9070	1028	0.7141	0.0909	0.7141	0.8450
0.0636	23.9535	1030	0.7152	-0.1153	0.7152	0.8457
0.0636	24.0	1032	0.7181	-0.0591	0.7181	0.8474
0.0636	24.0465	1034	0.7328	-0.0591	0.7328	0.8560
0.0636	24.0930	1036	0.7448	-0.1081	0.7448	0.8630
0.0636	24.1395	1038	0.7426	-0.1616	0.7426	0.8617

Framework versions

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