Arabic_FineTuningAraBERT_AugV4_k4_task3_organization_fold0

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: 1.1239
• Qwk: -0.1892
• Mse: 1.1239
• Rmse: 1.0601

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	0.0189	2	4.1426	0.0	4.1426	2.0353
No log	0.0377	4	2.7296	-0.0722	2.7296	1.6522
No log	0.0566	6	1.0213	0.2080	1.0213	1.0106
No log	0.0755	8	0.7995	0.0	0.7995	0.8941
No log	0.0943	10	0.8636	0.1538	0.8636	0.9293
No log	0.1132	12	0.9952	0.1444	0.9952	0.9976
No log	0.1321	14	1.0159	0.1444	1.0159	1.0079
No log	0.1509	16	0.7746	-0.0185	0.7746	0.8801
No log	0.1698	18	0.7704	0.0	0.7704	0.8777
No log	0.1887	20	0.8918	0.1538	0.8918	0.9444
No log	0.2075	22	0.9323	0.0	0.9323	0.9656
No log	0.2264	24	0.9281	0.0	0.9281	0.9634
No log	0.2453	26	0.9688	0.0494	0.9688	0.9843
No log	0.2642	28	0.8685	-0.0185	0.8685	0.9319
No log	0.2830	30	0.8880	0.1270	0.8880	0.9424
No log	0.3019	32	0.8414	0.1270	0.8414	0.9173
No log	0.3208	34	0.9063	0.4967	0.9063	0.9520
No log	0.3396	36	0.8108	-0.0185	0.8108	0.9004
No log	0.3585	38	0.7733	-0.0185	0.7733	0.8794
No log	0.3774	40	0.8709	0.3529	0.8709	0.9332
No log	0.3962	42	1.1320	0.1270	1.1320	1.0640
No log	0.4151	44	1.4161	0.0	1.4161	1.1900
No log	0.4340	46	1.0506	0.1270	1.0506	1.0250
No log	0.4528	48	0.7790	0.5417	0.7790	0.8826
No log	0.4717	50	0.8149	0.4967	0.8149	0.9027
No log	0.4906	52	0.8046	0.4967	0.8046	0.8970
No log	0.5094	54	1.0004	0.2667	1.0004	1.0002
No log	0.5283	56	1.4040	0.0	1.4040	1.1849
No log	0.5472	58	1.1988	0.0	1.1988	1.0949
No log	0.5660	60	0.8739	0.3210	0.8739	0.9348
No log	0.5849	62	0.8143	0.3016	0.8143	0.9024
No log	0.6038	64	0.9661	0.2667	0.9661	0.9829
No log	0.6226	66	1.2100	0.1270	1.2100	1.1000
No log	0.6415	68	1.0139	0.2924	1.0139	1.0069
No log	0.6604	70	0.8718	0.2924	0.8718	0.9337
No log	0.6792	72	0.7845	0.1037	0.7845	0.8857
No log	0.6981	74	0.9130	0.0494	0.9130	0.9555
No log	0.7170	76	1.1309	0.1270	1.1309	1.0634
No log	0.7358	78	1.1261	0.1270	1.1261	1.0612
No log	0.7547	80	0.9180	0.3210	0.9180	0.9581
No log	0.7736	82	0.9022	0.2924	0.9022	0.9498
No log	0.7925	84	0.9811	0.2667	0.9811	0.9905
No log	0.8113	86	1.0126	0.2667	1.0126	1.0063
No log	0.8302	88	0.9436	0.2667	0.9436	0.9714
No log	0.8491	90	0.7786	0.0833	0.7786	0.8824
No log	0.8679	92	1.0109	0.2667	1.0109	1.0055
No log	0.8868	94	1.4711	0.0	1.4711	1.2129
No log	0.9057	96	1.5190	0.1270	1.5190	1.2325
No log	0.9245	98	0.9394	0.0351	0.9394	0.9692
No log	0.9434	100	0.7895	0.2361	0.7895	0.8886
No log	0.9623	102	0.7956	0.2361	0.7956	0.8920
No log	0.9811	104	1.0942	0.2667	1.0942	1.0461
No log	1.0	106	1.6195	0.0	1.6195	1.2726
No log	1.0189	108	1.4782	0.1270	1.4782	1.2158
No log	1.0377	110	0.9346	0.2924	0.9346	0.9667
No log	1.0566	112	0.7710	0.2667	0.7710	0.8780
No log	1.0755	114	0.9065	0.2924	0.9065	0.9521
No log	1.0943	116	1.0803	0.2667	1.0803	1.0394
No log	1.1132	118	1.1285	0.2667	1.1285	1.0623
No log	1.1321	120	0.9249	0.2924	0.9249	0.9617
No log	1.1509	122	0.8611	0.4967	0.8611	0.9280
No log	1.1698	124	0.8294	0.5417	0.8294	0.9107
No log	1.1887	126	0.9502	0.2924	0.9502	0.9748
No log	1.2075	128	1.0497	0.2924	1.0497	1.0246
No log	1.2264	130	0.9256	0.2924	0.9256	0.9621
No log	1.2453	132	0.6831	0.2667	0.6831	0.8265
No log	1.2642	134	0.7856	0.2361	0.7856	0.8863
No log	1.2830	136	1.2263	0.2667	1.2263	1.1074
No log	1.3019	138	1.2625	0.1270	1.2625	1.1236
No log	1.3208	140	0.9029	0.3210	0.9029	0.9502
No log	1.3396	142	0.8209	0.0654	0.8209	0.9060
No log	1.3585	144	0.9365	0.2924	0.9365	0.9677
No log	1.3774	146	0.9694	0.2924	0.9694	0.9846
No log	1.3962	148	0.8936	0.2924	0.8936	0.9453
No log	1.4151	150	0.9093	0.3210	0.9093	0.9536
No log	1.4340	152	1.0156	0.2924	1.0156	1.0078
No log	1.4528	154	0.9809	0.3210	0.9809	0.9904
No log	1.4717	156	1.1394	0.2667	1.1394	1.0675
No log	1.4906	158	0.9309	0.3210	0.9309	0.9648
No log	1.5094	160	0.6321	0.2667	0.6321	0.7950
No log	1.5283	162	0.6122	0.2667	0.6122	0.7825
No log	1.5472	164	0.6961	0.2667	0.6961	0.8343
No log	1.5660	166	0.7816	0.5417	0.7816	0.8841
No log	1.5849	168	0.7679	0.2667	0.7679	0.8763
No log	1.6038	170	0.8184	0.3529	0.8184	0.9047
No log	1.6226	172	0.9890	0.2667	0.9890	0.9945
No log	1.6415	174	0.8902	0.3210	0.8902	0.9435
No log	1.6604	176	0.6579	0.1538	0.6579	0.8111
No log	1.6792	178	0.6129	0.1852	0.6129	0.7829
No log	1.6981	180	0.6175	0.1538	0.6175	0.7858
No log	1.7170	182	0.6594	0.2667	0.6594	0.8121
No log	1.7358	184	0.7470	0.3210	0.7470	0.8643
No log	1.7547	186	0.8915	0.2667	0.8915	0.9442
No log	1.7736	188	0.7088	0.4343	0.7088	0.8419
No log	1.7925	190	0.6418	0.3529	0.6418	0.8012
No log	1.8113	192	0.7511	0.4343	0.7511	0.8667
No log	1.8302	194	1.2100	0.2667	1.2100	1.1000
No log	1.8491	196	1.2264	0.1270	1.2264	1.1074
No log	1.8679	198	0.9749	0.1852	0.9749	0.9874
No log	1.8868	200	0.8540	0.2924	0.8540	0.9241
No log	1.9057	202	0.7290	0.4343	0.7290	0.8538
No log	1.9245	204	0.6719	0.2293	0.6719	0.8197
No log	1.9434	206	0.6439	0.1538	0.6439	0.8024
No log	1.9623	208	0.6375	0.1538	0.6375	0.7984
No log	1.9811	210	0.7399	0.3210	0.7399	0.8602
No log	2.0	212	0.7990	0.3210	0.7990	0.8939
No log	2.0189	214	0.6964	0.1270	0.6964	0.8345
No log	2.0377	216	0.6389	0.0	0.6389	0.7993
No log	2.0566	218	0.6472	-0.0342	0.6472	0.8045
No log	2.0755	220	0.7270	0.3529	0.7270	0.8527
No log	2.0943	222	0.8931	0.3210	0.8931	0.9450
No log	2.1132	224	0.8220	0.0833	0.8220	0.9066
No log	2.1321	226	0.6805	-0.0476	0.6805	0.8249
No log	2.1509	228	0.6544	0.4615	0.6544	0.8089
No log	2.1698	230	0.6963	-0.0593	0.6963	0.8344
No log	2.1887	232	1.0425	0.2667	1.0425	1.0210
No log	2.2075	234	1.1706	0.2667	1.1706	1.0819
No log	2.2264	236	0.9216	0.2667	0.9216	0.9600
No log	2.2453	238	0.6997	-0.0593	0.6997	0.8365
No log	2.2642	240	0.6441	0.5075	0.6441	0.8026
No log	2.2830	242	0.6402	0.5075	0.6402	0.8001
No log	2.3019	244	0.7480	-0.0593	0.7480	0.8648
No log	2.3208	246	1.0757	0.2667	1.0757	1.0372
No log	2.3396	248	1.1137	0.2667	1.1137	1.0553
No log	2.3585	250	0.8619	0.1852	0.8619	0.9284
No log	2.3774	252	0.6590	0.4615	0.6590	0.8118
No log	2.3962	254	0.7686	0.5075	0.7686	0.8767
No log	2.4151	256	0.7285	0.5075	0.7285	0.8535
No log	2.4340	258	0.7019	0.2484	0.7019	0.8378
No log	2.4528	260	0.9842	0.2667	0.9842	0.9921
No log	2.4717	262	1.3965	0.2667	1.3965	1.1817
No log	2.4906	264	1.3941	0.2667	1.3941	1.1807
No log	2.5094	266	1.0843	0.2667	1.0843	1.0413
No log	2.5283	268	0.7859	-0.0593	0.7859	0.8865
No log	2.5472	270	0.7546	0.3231	0.7546	0.8687
No log	2.5660	272	0.7574	0.1538	0.7574	0.8703
No log	2.5849	274	0.7544	0.1538	0.7544	0.8686
No log	2.6038	276	0.8784	-0.0593	0.8784	0.9372
No log	2.6226	278	1.0108	0.2667	1.0108	1.0054
No log	2.6415	280	0.9922	0.2667	0.9922	0.9961
No log	2.6604	282	0.8888	-0.0593	0.8888	0.9428
No log	2.6792	284	0.7818	-0.0593	0.7818	0.8842
No log	2.6981	286	0.7741	0.1538	0.7741	0.8798
No log	2.7170	288	0.8006	0.1270	0.8006	0.8948
No log	2.7358	290	0.8369	-0.0593	0.8369	0.9148
No log	2.7547	292	0.9073	-0.0593	0.9073	0.9525
No log	2.7736	294	0.9482	-0.0784	0.9482	0.9737
No log	2.7925	296	0.8581	-0.0694	0.8581	0.9264
No log	2.8113	298	0.7704	0.1270	0.7704	0.8777
No log	2.8302	300	0.7845	0.1270	0.7845	0.8857
No log	2.8491	302	0.8117	0.2361	0.8117	0.9010
No log	2.8679	304	0.7649	0.1270	0.7649	0.8746
No log	2.8868	306	0.7252	0.1270	0.7252	0.8516
No log	2.9057	308	0.7465	0.1270	0.7465	0.8640
No log	2.9245	310	0.8325	-0.0593	0.8325	0.9124
No log	2.9434	312	0.9771	0.1852	0.9771	0.9885
No log	2.9623	314	0.9729	0.2092	0.9729	0.9864
No log	2.9811	316	0.8578	-0.0593	0.8578	0.9262
No log	3.0	318	0.8059	-0.0593	0.8059	0.8977
No log	3.0189	320	0.8012	-0.0593	0.8012	0.8951
No log	3.0377	322	0.8400	-0.0593	0.8400	0.9165
No log	3.0566	324	0.9389	-0.0593	0.9389	0.9690
No log	3.0755	326	0.9243	-0.0593	0.9243	0.9614
No log	3.0943	328	0.8168	0.1081	0.8168	0.9038
No log	3.1132	330	0.8790	0.4211	0.8790	0.9375
No log	3.1321	332	0.8302	0.2484	0.8302	0.9112
No log	3.1509	334	0.8106	0.1081	0.8106	0.9003
No log	3.1698	336	0.8778	0.0892	0.8778	0.9369
No log	3.1887	338	0.8621	0.1081	0.8621	0.9285
No log	3.2075	340	0.8308	0.1081	0.8308	0.9115
No log	3.2264	342	0.8311	0.1081	0.8311	0.9117
No log	3.2453	344	0.8432	0.1081	0.8432	0.9183
No log	3.2642	346	0.8771	-0.0593	0.8771	0.9365
No log	3.2830	348	0.8896	-0.0593	0.8896	0.9432
No log	3.3019	350	0.9069	-0.0593	0.9069	0.9523
No log	3.3208	352	0.9346	0.1081	0.9346	0.9667
No log	3.3396	354	0.9723	0.2763	0.9723	0.9861
No log	3.3585	356	1.0112	0.1333	1.0112	1.0056
No log	3.3774	358	1.0921	-0.0593	1.0921	1.0450
No log	3.3962	360	1.1977	0.1637	1.1977	1.0944
No log	3.4151	362	1.1906	0.1637	1.1906	1.0911
No log	3.4340	364	1.0386	-0.0694	1.0386	1.0191
No log	3.4528	366	0.9351	-0.0593	0.9351	0.9670
No log	3.4717	368	0.8802	0.2878	0.8802	0.9382
No log	3.4906	370	0.8806	0.1081	0.8806	0.9384
No log	3.5094	372	0.9120	-0.0593	0.9120	0.9550
No log	3.5283	374	0.9101	-0.0593	0.9101	0.9540
No log	3.5472	376	0.8618	0.1270	0.8618	0.9283
No log	3.5660	378	0.8730	0.1538	0.8730	0.9343
No log	3.5849	380	0.8957	0.1538	0.8957	0.9464
No log	3.6038	382	0.9600	-0.1892	0.9600	0.9798
No log	3.6226	384	1.1402	-0.0694	1.1402	1.0678
No log	3.6415	386	1.1662	-0.1911	1.1662	1.0799
No log	3.6604	388	1.1311	0.1149	1.1311	1.0635
No log	3.6792	390	1.1403	-0.1892	1.1403	1.0679
No log	3.6981	392	1.0849	-0.1892	1.0849	1.0416
No log	3.7170	394	0.9872	-0.1892	0.9872	0.9936
No log	3.7358	396	0.9294	-0.0593	0.9294	0.9640
No log	3.7547	398	0.9183	-0.0593	0.9183	0.9583
No log	3.7736	400	0.9060	-0.0593	0.9060	0.9518
No log	3.7925	402	0.8699	-0.0476	0.8699	0.9327
No log	3.8113	404	0.8883	-0.0593	0.8883	0.9425
No log	3.8302	406	0.8849	-0.0593	0.8849	0.9407
No log	3.8491	408	0.9026	-0.0593	0.9026	0.9501
No log	3.8679	410	0.9478	-0.0593	0.9478	0.9735
No log	3.8868	412	1.0449	-0.0593	1.0449	1.0222
No log	3.9057	414	1.0402	-0.0593	1.0402	1.0199
No log	3.9245	416	0.9111	-0.0593	0.9111	0.9545
No log	3.9434	418	0.9016	0.1791	0.9016	0.9495
No log	3.9623	420	0.8866	-0.0185	0.8866	0.9416
No log	3.9811	422	0.8731	-0.0593	0.8731	0.9344
No log	4.0	424	1.0489	0.2092	1.0489	1.0242
No log	4.0189	426	1.1353	0.1637	1.1353	1.0655
No log	4.0377	428	1.0539	0.2092	1.0539	1.0266
No log	4.0566	430	0.9067	-0.0593	0.9067	0.9522
No log	4.0755	432	0.8346	0.1538	0.8346	0.9135
No log	4.0943	434	0.8621	-0.0185	0.8621	0.9285
No log	4.1132	436	0.8781	0.1538	0.8781	0.9371
No log	4.1321	438	0.9002	0.1270	0.9002	0.9488
No log	4.1509	440	0.9690	-0.0593	0.9690	0.9844
No log	4.1698	442	1.0099	-0.0694	1.0099	1.0049
No log	4.1887	444	0.9757	-0.0593	0.9757	0.9878
No log	4.2075	446	0.9811	-0.0593	0.9811	0.9905
No log	4.2264	448	0.9901	-0.0593	0.9901	0.9950
No log	4.2453	450	0.9969	-0.0694	0.9969	0.9985
No log	4.2642	452	0.9578	-0.0593	0.9578	0.9787
No log	4.2830	454	0.8945	-0.0593	0.8945	0.9458
No log	4.3019	456	0.8576	0.1538	0.8576	0.9261
No log	4.3208	458	0.8468	0.1538	0.8468	0.9202
No log	4.3396	460	0.8307	0.1270	0.8307	0.9114
No log	4.3585	462	0.8679	-0.0593	0.8679	0.9316
No log	4.3774	464	0.8857	0.2361	0.8857	0.9411
No log	4.3962	466	0.8317	-0.0593	0.8317	0.9120
No log	4.4151	468	0.7668	0.1538	0.7668	0.8757
No log	4.4340	470	0.7579	0.1538	0.7579	0.8706
No log	4.4528	472	0.8020	-0.0593	0.8020	0.8955
No log	4.4717	474	0.9178	0.2361	0.9178	0.9580
No log	4.4906	476	0.8941	0.2361	0.8941	0.9456
No log	4.5094	478	0.7904	-0.0593	0.7904	0.8891
No log	4.5283	480	0.7634	-0.0185	0.7634	0.8737
No log	4.5472	482	0.7884	0.0	0.7884	0.8879
No log	4.5660	484	0.7823	0.1538	0.7823	0.8845
No log	4.5849	486	0.8630	-0.0593	0.8630	0.9290
No log	4.6038	488	0.9644	-0.0593	0.9644	0.9820
No log	4.6226	490	0.9705	-0.0593	0.9705	0.9851
No log	4.6415	492	0.9393	-0.0593	0.9393	0.9692
No log	4.6604	494	0.9264	-0.0476	0.9264	0.9625
No log	4.6792	496	0.9498	-0.0593	0.9498	0.9746
No log	4.6981	498	0.9844	-0.0593	0.9844	0.9922
0.3181	4.7170	500	0.9593	-0.0593	0.9593	0.9795
0.3181	4.7358	502	0.9286	0.1538	0.9286	0.9636
0.3181	4.7547	504	0.9286	-0.0154	0.9286	0.9636
0.3181	4.7736	506	0.9413	-0.0476	0.9413	0.9702
0.3181	4.7925	508	0.9901	-0.0593	0.9901	0.9950
0.3181	4.8113	510	1.0258	-0.0593	1.0258	1.0128
0.3181	4.8302	512	1.0724	-0.0593	1.0724	1.0355
0.3181	4.8491	514	1.0813	-0.0593	1.0813	1.0399
0.3181	4.8679	516	1.0780	-0.0593	1.0780	1.0383
0.3181	4.8868	518	1.0515	-0.0132	1.0515	1.0254
0.3181	4.9057	520	1.0597	0.1538	1.0597	1.0294
0.3181	4.9245	522	1.0439	-0.0132	1.0439	1.0217
0.3181	4.9434	524	1.0601	-0.0593	1.0601	1.0296
0.3181	4.9623	526	1.1570	-0.0864	1.1570	1.0756
0.3181	4.9811	528	1.1438	0.1637	1.1438	1.0695
0.3181	5.0	530	1.0403	-0.0694	1.0403	1.0200
0.3181	5.0189	532	0.9559	-0.0593	0.9559	0.9777
0.3181	5.0377	534	0.9532	-0.0154	0.9532	0.9763
0.3181	5.0566	536	0.9845	0.1538	0.9845	0.9922
0.3181	5.0755	538	0.9988	0.2949	0.9988	0.9994
0.3181	5.0943	540	0.9842	0.1538	0.9842	0.9920
0.3181	5.1132	542	0.9945	-0.0476	0.9945	0.9972
0.3181	5.1321	544	1.0154	-0.0593	1.0154	1.0077
0.3181	5.1509	546	1.0111	-0.0593	1.0111	1.0055
0.3181	5.1698	548	0.9960	-0.0593	0.9960	0.9980
0.3181	5.1887	550	0.9669	-0.0476	0.9669	0.9833
0.3181	5.2075	552	0.9475	0.1538	0.9475	0.9734
0.3181	5.2264	554	0.9578	-0.0154	0.9578	0.9787
0.3181	5.2453	556	0.9821	-0.0476	0.9821	0.9910
0.3181	5.2642	558	1.0160	-0.0593	1.0160	1.0080
0.3181	5.2830	560	1.0337	-0.0593	1.0337	1.0167
0.3181	5.3019	562	1.0080	-0.0593	1.0080	1.0040
0.3181	5.3208	564	0.9536	-0.0154	0.9536	0.9765
0.3181	5.3396	566	0.9450	-0.0154	0.9450	0.9721
0.3181	5.3585	568	0.9715	0.2949	0.9715	0.9856
0.3181	5.3774	570	0.9683	0.2949	0.9683	0.9840
0.3181	5.3962	572	0.9220	-0.0154	0.9220	0.9602
0.3181	5.4151	574	0.9214	0.1538	0.9214	0.9599
0.3181	5.4340	576	0.9547	0.1270	0.9547	0.9771
0.3181	5.4528	578	0.9468	0.1270	0.9468	0.9730
0.3181	5.4717	580	0.9218	0.1538	0.9218	0.9601
0.3181	5.4906	582	0.9362	0.1270	0.9362	0.9676
0.3181	5.5094	584	0.9744	-0.0593	0.9744	0.9871
0.3181	5.5283	586	0.9616	-0.0593	0.9616	0.9806
0.3181	5.5472	588	0.9456	-0.0593	0.9456	0.9724
0.3181	5.5660	590	0.9194	0.1270	0.9194	0.9589
0.3181	5.5849	592	0.8856	0.1538	0.8856	0.9410
0.3181	5.6038	594	0.8594	0.1538	0.8594	0.9270
0.3181	5.6226	596	0.8514	0.1538	0.8514	0.9227
0.3181	5.6415	598	0.8637	0.1538	0.8637	0.9294
0.3181	5.6604	600	0.8705	-0.0593	0.8705	0.9330
0.3181	5.6792	602	0.8984	-0.0593	0.8984	0.9478
0.3181	5.6981	604	0.9213	-0.0593	0.9213	0.9599
0.3181	5.7170	606	0.9107	-0.0593	0.9107	0.9543
0.3181	5.7358	608	0.9334	-0.0593	0.9334	0.9661
0.3181	5.7547	610	0.9425	-0.0593	0.9425	0.9708
0.3181	5.7736	612	0.9298	-0.0248	0.9298	0.9643
0.3181	5.7925	614	0.9081	0.1149	0.9081	0.9529
0.3181	5.8113	616	0.9233	0.2949	0.9233	0.9609
0.3181	5.8302	618	0.9213	0.2949	0.9213	0.9599
0.3181	5.8491	620	0.9097	-0.1871	0.9097	0.9538
0.3181	5.8679	622	0.9537	-0.0593	0.9537	0.9766
0.3181	5.8868	624	1.0132	-0.0694	1.0132	1.0066
0.3181	5.9057	626	1.0152	-0.0784	1.0152	1.0076
0.3181	5.9245	628	0.9659	-0.0593	0.9659	0.9828
0.3181	5.9434	630	0.9067	-0.0476	0.9067	0.9522
0.3181	5.9623	632	0.8873	-0.0154	0.8873	0.9420
0.3181	5.9811	634	0.8990	-0.1818	0.8990	0.9482
0.3181	6.0	636	0.9127	-0.0154	0.9127	0.9553
0.3181	6.0189	638	0.9333	-0.1871	0.9333	0.9661
0.3181	6.0377	640	0.9825	-0.1892	0.9825	0.9912
0.3181	6.0566	642	1.0404	-0.1892	1.0404	1.0200
0.3181	6.0755	644	1.0833	-0.1892	1.0833	1.0408
0.3181	6.0943	646	1.0991	-0.1892	1.0991	1.0484
0.3181	6.1132	648	1.1177	-0.1892	1.1177	1.0572
0.3181	6.1321	650	1.0799	-0.1892	1.0799	1.0392
0.3181	6.1509	652	1.0432	0.1149	1.0432	1.0214
0.3181	6.1698	654	1.0369	0.1333	1.0369	1.0183
0.3181	6.1887	656	1.0191	0.1333	1.0191	1.0095
0.3181	6.2075	658	1.0119	-0.1892	1.0119	1.0059
0.3181	6.2264	660	1.0421	-0.1892	1.0421	1.0208
0.3181	6.2453	662	1.0273	-0.1892	1.0273	1.0136
0.3181	6.2642	664	0.9830	-0.1892	0.9830	0.9915
0.3181	6.2830	666	0.9572	-0.0154	0.9572	0.9784
0.3181	6.3019	668	0.9570	-0.0154	0.9570	0.9783
0.3181	6.3208	670	0.9581	-0.0154	0.9581	0.9788
0.3181	6.3396	672	0.9725	-0.1871	0.9725	0.9861
0.3181	6.3585	674	1.0145	-0.1892	1.0145	1.0072
0.3181	6.3774	676	1.0541	-0.1892	1.0541	1.0267
0.3181	6.3962	678	1.0603	-0.1892	1.0603	1.0297
0.3181	6.4151	680	1.0379	-0.1892	1.0379	1.0188
0.3181	6.4340	682	1.0246	-0.1871	1.0246	1.0122
0.3181	6.4528	684	1.0348	0.1333	1.0348	1.0173
0.3181	6.4717	686	1.0541	0.1333	1.0541	1.0267
0.3181	6.4906	688	1.0708	-0.0248	1.0708	1.0348
0.3181	6.5094	690	1.1095	-0.1892	1.1095	1.0533
0.3181	6.5283	692	1.1625	-0.1892	1.1625	1.0782
0.3181	6.5472	694	1.1722	-0.1911	1.1722	1.0827
0.3181	6.5660	696	1.1339	-0.1892	1.1339	1.0648
0.3181	6.5849	698	1.0982	-0.1892	1.0982	1.0480
0.3181	6.6038	700	1.0648	-0.1892	1.0648	1.0319
0.3181	6.6226	702	1.0427	-0.0132	1.0427	1.0211
0.3181	6.6415	704	1.0305	0.1333	1.0305	1.0151
0.3181	6.6604	706	1.0204	-0.1871	1.0204	1.0101
0.3181	6.6792	708	1.0232	-0.1871	1.0232	1.0115
0.3181	6.6981	710	1.0527	-0.1892	1.0527	1.0260
0.3181	6.7170	712	1.0758	-0.1892	1.0758	1.0372
0.3181	6.7358	714	1.0623	-0.1892	1.0623	1.0307
0.3181	6.7547	716	1.0415	-0.1871	1.0415	1.0205
0.3181	6.7736	718	1.0391	-0.1871	1.0391	1.0194
0.3181	6.7925	720	1.0361	-0.1871	1.0361	1.0179
0.3181	6.8113	722	1.0486	-0.1892	1.0486	1.0240
0.3181	6.8302	724	1.0789	-0.1892	1.0789	1.0387
0.3181	6.8491	726	1.0766	-0.1892	1.0766	1.0376
0.3181	6.8679	728	1.0511	-0.1892	1.0511	1.0252
0.3181	6.8868	730	1.0113	-0.1871	1.0113	1.0057
0.3181	6.9057	732	0.9932	-0.1871	0.9932	0.9966
0.3181	6.9245	734	0.9800	-0.0154	0.9800	0.9900
0.3181	6.9434	736	0.9811	-0.0154	0.9811	0.9905
0.3181	6.9623	738	0.9971	-0.1871	0.9971	0.9985
0.3181	6.9811	740	1.0178	-0.1871	1.0178	1.0089
0.3181	7.0	742	1.0314	-0.1871	1.0314	1.0156
0.3181	7.0189	744	1.0256	-0.1871	1.0256	1.0127
0.3181	7.0377	746	1.0160	-0.0132	1.0160	1.0080
0.3181	7.0566	748	1.0260	0.1538	1.0260	1.0129
0.3181	7.0755	750	1.0290	0.1538	1.0290	1.0144
0.3181	7.0943	752	1.0351	-0.0132	1.0351	1.0174
0.3181	7.1132	754	1.0631	-0.1892	1.0631	1.0310
0.3181	7.1321	756	1.0868	-0.1892	1.0868	1.0425
0.3181	7.1509	758	1.0842	-0.1892	1.0842	1.0412
0.3181	7.1698	760	1.0556	-0.1892	1.0556	1.0274
0.3181	7.1887	762	1.0347	-0.1871	1.0347	1.0172
0.3181	7.2075	764	1.0245	-0.1871	1.0245	1.0122
0.3181	7.2264	766	1.0235	-0.1871	1.0235	1.0117
0.3181	7.2453	768	1.0300	-0.1871	1.0300	1.0149
0.3181	7.2642	770	1.0521	-0.1892	1.0521	1.0257
0.3181	7.2830	772	1.0550	-0.1892	1.0550	1.0271
0.3181	7.3019	774	1.0537	-0.1892	1.0537	1.0265
0.3181	7.3208	776	1.0374	-0.1871	1.0374	1.0185
0.3181	7.3396	778	1.0297	-0.1871	1.0297	1.0147
0.3181	7.3585	780	1.0330	-0.1871	1.0330	1.0164
0.3181	7.3774	782	1.0476	-0.1871	1.0476	1.0235
0.3181	7.3962	784	1.0777	-0.1892	1.0777	1.0381
0.3181	7.4151	786	1.1252	-0.1892	1.1252	1.0608
0.3181	7.4340	788	1.1463	-0.1892	1.1463	1.0706
0.3181	7.4528	790	1.1418	-0.1892	1.1418	1.0686
0.3181	7.4717	792	1.1175	-0.1892	1.1175	1.0571
0.3181	7.4906	794	1.0691	-0.1892	1.0691	1.0340
0.3181	7.5094	796	1.0416	-0.1871	1.0416	1.0206
0.3181	7.5283	798	1.0376	-0.1871	1.0376	1.0186
0.3181	7.5472	800	1.0430	-0.1871	1.0430	1.0213
0.3181	7.5660	802	1.0675	-0.1892	1.0675	1.0332
0.3181	7.5849	804	1.0894	-0.1892	1.0894	1.0438
0.3181	7.6038	806	1.1102	-0.1892	1.1102	1.0537
0.3181	7.6226	808	1.1209	-0.1892	1.1209	1.0587
0.3181	7.6415	810	1.1189	-0.1892	1.1189	1.0578
0.3181	7.6604	812	1.1066	-0.1892	1.1066	1.0520
0.3181	7.6792	814	1.1204	-0.1892	1.1204	1.0585
0.3181	7.6981	816	1.1234	-0.1892	1.1234	1.0599
0.3181	7.7170	818	1.1199	-0.1892	1.1199	1.0583
0.3181	7.7358	820	1.1124	-0.1892	1.1124	1.0547
0.3181	7.7547	822	1.1303	-0.1892	1.1303	1.0631
0.3181	7.7736	824	1.1484	-0.1892	1.1484	1.0716
0.3181	7.7925	826	1.1607	-0.1892	1.1607	1.0774
0.3181	7.8113	828	1.1469	-0.1892	1.1469	1.0710
0.3181	7.8302	830	1.1407	-0.1892	1.1407	1.0681
0.3181	7.8491	832	1.1243	-0.1892	1.1243	1.0603
0.3181	7.8679	834	1.0973	-0.1892	1.0973	1.0475
0.3181	7.8868	836	1.0818	-0.1892	1.0818	1.0401
0.3181	7.9057	838	1.0652	-0.1892	1.0652	1.0321
0.3181	7.9245	840	1.0686	-0.1892	1.0686	1.0337
0.3181	7.9434	842	1.1003	-0.1892	1.1003	1.0489
0.3181	7.9623	844	1.1585	-0.1911	1.1585	1.0763
0.3181	7.9811	846	1.2004	-0.1928	1.2004	1.0956
0.3181	8.0	848	1.1956	-0.1928	1.1956	1.0934
0.3181	8.0189	850	1.1637	-0.1911	1.1637	1.0788
0.3181	8.0377	852	1.1163	-0.1892	1.1163	1.0566
0.3181	8.0566	854	1.0796	-0.1892	1.0796	1.0391
0.3181	8.0755	856	1.0727	-0.1892	1.0727	1.0357
0.3181	8.0943	858	1.0751	-0.1892	1.0751	1.0369
0.3181	8.1132	860	1.0890	-0.1892	1.0890	1.0435
0.3181	8.1321	862	1.1220	-0.1892	1.1220	1.0592
0.3181	8.1509	864	1.1672	-0.1892	1.1672	1.0804
0.3181	8.1698	866	1.1770	-0.1892	1.1770	1.0849
0.3181	8.1887	868	1.1588	-0.1892	1.1588	1.0765
0.3181	8.2075	870	1.1229	-0.1892	1.1229	1.0596
0.3181	8.2264	872	1.0879	-0.1892	1.0879	1.0430
0.3181	8.2453	874	1.0708	-0.1892	1.0708	1.0348
0.3181	8.2642	876	1.0614	-0.1871	1.0614	1.0302
0.3181	8.2830	878	1.0543	-0.1871	1.0543	1.0268
0.3181	8.3019	880	1.0557	-0.1871	1.0557	1.0275
0.3181	8.3208	882	1.0685	-0.1871	1.0685	1.0337
0.3181	8.3396	884	1.0875	-0.1892	1.0875	1.0429
0.3181	8.3585	886	1.1084	-0.1892	1.1084	1.0528
0.3181	8.3774	888	1.1234	-0.1892	1.1234	1.0599
0.3181	8.3962	890	1.1376	-0.1892	1.1376	1.0666
0.3181	8.4151	892	1.1455	-0.1892	1.1455	1.0703
0.3181	8.4340	894	1.1374	-0.1892	1.1374	1.0665
0.3181	8.4528	896	1.1291	-0.1892	1.1291	1.0626
0.3181	8.4717	898	1.1363	-0.1892	1.1363	1.0660
0.3181	8.4906	900	1.1557	-0.1892	1.1557	1.0750
0.3181	8.5094	902	1.1721	-0.1892	1.1721	1.0826
0.3181	8.5283	904	1.1735	-0.1892	1.1735	1.0833
0.3181	8.5472	906	1.1556	-0.1892	1.1556	1.0750
0.3181	8.5660	908	1.1498	-0.1892	1.1498	1.0723
0.3181	8.5849	910	1.1508	-0.1892	1.1508	1.0728
0.3181	8.6038	912	1.1440	-0.1892	1.1440	1.0696
0.3181	8.6226	914	1.1491	-0.1892	1.1491	1.0719
0.3181	8.6415	916	1.1593	-0.1892	1.1593	1.0767
0.3181	8.6604	918	1.1611	-0.1892	1.1611	1.0776
0.3181	8.6792	920	1.1800	-0.1892	1.1800	1.0863
0.3181	8.6981	922	1.2061	-0.1892	1.2061	1.0982
0.3181	8.7170	924	1.2217	-0.1928	1.2217	1.1053
0.3181	8.7358	926	1.2193	-0.1928	1.2193	1.1042
0.3181	8.7547	928	1.1978	-0.1892	1.1978	1.0944
0.3181	8.7736	930	1.1667	-0.1892	1.1667	1.0801
0.3181	8.7925	932	1.1423	-0.1892	1.1423	1.0688
0.3181	8.8113	934	1.1307	-0.1892	1.1307	1.0634
0.3181	8.8302	936	1.1335	-0.1892	1.1335	1.0647
0.3181	8.8491	938	1.1407	-0.1892	1.1407	1.0680
0.3181	8.8679	940	1.1390	-0.1892	1.1390	1.0673
0.3181	8.8868	942	1.1329	-0.1892	1.1329	1.0644
0.3181	8.9057	944	1.1190	-0.1892	1.1190	1.0578
0.3181	8.9245	946	1.1035	-0.1892	1.1035	1.0505
0.3181	8.9434	948	1.0952	-0.1892	1.0952	1.0465
0.3181	8.9623	950	1.0917	-0.1892	1.0917	1.0448
0.3181	8.9811	952	1.0929	-0.1892	1.0929	1.0454
0.3181	9.0	954	1.0924	-0.1892	1.0924	1.0452
0.3181	9.0189	956	1.0971	-0.1892	1.0971	1.0474
0.3181	9.0377	958	1.1050	-0.1892	1.1050	1.0512
0.3181	9.0566	960	1.1179	-0.1892	1.1179	1.0573
0.3181	9.0755	962	1.1264	-0.1892	1.1264	1.0613
0.3181	9.0943	964	1.1323	-0.1892	1.1323	1.0641
0.3181	9.1132	966	1.1279	-0.1892	1.1279	1.0620
0.3181	9.1321	968	1.1288	-0.1892	1.1288	1.0624
0.3181	9.1509	970	1.1339	-0.1892	1.1339	1.0649
0.3181	9.1698	972	1.1367	-0.1892	1.1367	1.0661
0.3181	9.1887	974	1.1371	-0.1892	1.1371	1.0663
0.3181	9.2075	976	1.1341	-0.1892	1.1341	1.0649
0.3181	9.2264	978	1.1371	-0.1892	1.1371	1.0664
0.3181	9.2453	980	1.1418	-0.1892	1.1418	1.0685
0.3181	9.2642	982	1.1441	-0.1892	1.1441	1.0696
0.3181	9.2830	984	1.1425	-0.1892	1.1425	1.0689
0.3181	9.3019	986	1.1419	-0.1892	1.1419	1.0686
0.3181	9.3208	988	1.1479	-0.1892	1.1479	1.0714
0.3181	9.3396	990	1.1536	-0.1892	1.1536	1.0741
0.3181	9.3585	992	1.1611	-0.1892	1.1611	1.0775
0.3181	9.3774	994	1.1627	-0.1892	1.1627	1.0783
0.3181	9.3962	996	1.1690	-0.1892	1.1690	1.0812
0.3181	9.4151	998	1.1750	-0.1892	1.1750	1.0840
0.0741	9.4340	1000	1.1740	-0.1892	1.1740	1.0835
0.0741	9.4528	1002	1.1698	-0.1892	1.1698	1.0816
0.0741	9.4717	1004	1.1597	-0.1892	1.1597	1.0769
0.0741	9.4906	1006	1.1518	-0.1892	1.1518	1.0732
0.0741	9.5094	1008	1.1400	-0.1892	1.1400	1.0677
0.0741	9.5283	1010	1.1300	-0.1892	1.1300	1.0630
0.0741	9.5472	1012	1.1250	-0.1892	1.1250	1.0607
0.0741	9.5660	1014	1.1229	-0.1892	1.1229	1.0597
0.0741	9.5849	1016	1.1220	-0.1892	1.1220	1.0592
0.0741	9.6038	1018	1.1198	-0.1892	1.1198	1.0582
0.0741	9.6226	1020	1.1174	-0.1892	1.1174	1.0570
0.0741	9.6415	1022	1.1159	-0.1892	1.1159	1.0563
0.0741	9.6604	1024	1.1153	-0.1892	1.1153	1.0561
0.0741	9.6792	1026	1.1147	-0.1892	1.1147	1.0558
0.0741	9.6981	1028	1.1158	-0.1892	1.1158	1.0563
0.0741	9.7170	1030	1.1179	-0.1892	1.1179	1.0573
0.0741	9.7358	1032	1.1190	-0.1892	1.1190	1.0578
0.0741	9.7547	1034	1.1210	-0.1892	1.1210	1.0588
0.0741	9.7736	1036	1.1223	-0.1892	1.1223	1.0594
0.0741	9.7925	1038	1.1226	-0.1892	1.1226	1.0595
0.0741	9.8113	1040	1.1218	-0.1892	1.1218	1.0591
0.0741	9.8302	1042	1.1201	-0.1892	1.1201	1.0583
0.0741	9.8491	1044	1.1195	-0.1892	1.1195	1.0580
0.0741	9.8679	1046	1.1197	-0.1892	1.1197	1.0582
0.0741	9.8868	1048	1.1197	-0.1892	1.1197	1.0582
0.0741	9.9057	1050	1.1205	-0.1892	1.1205	1.0585
0.0741	9.9245	1052	1.1217	-0.1892	1.1217	1.0591
0.0741	9.9434	1054	1.1229	-0.1892	1.1229	1.0597
0.0741	9.9623	1056	1.1235	-0.1892	1.1235	1.0600
0.0741	9.9811	1058	1.1238	-0.1892	1.1238	1.0601
0.0741	10.0	1060	1.1239	-0.1892	1.1239	1.0601

Framework versions

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