ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_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: 0.8992
• Qwk: -0.0548
• Mse: 0.8992
• Rmse: 0.9483

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	0.0526	2	3.6907	-0.0154	3.6907	1.9211
No log	0.1053	4	2.0096	0.0119	2.0096	1.4176
No log	0.1579	6	1.4519	0.0213	1.4519	1.2049
No log	0.2105	8	1.6496	0.0213	1.6496	1.2844
No log	0.2632	10	1.0538	-0.0468	1.0538	1.0266
No log	0.3158	12	0.7734	-0.0739	0.7734	0.8794
No log	0.3684	14	0.7375	0.0416	0.7375	0.8588
No log	0.4211	16	1.3464	0.0423	1.3464	1.1603
No log	0.4737	18	1.5107	-0.0221	1.5107	1.2291
No log	0.5263	20	1.9898	-0.0029	1.9898	1.4106
No log	0.5789	22	1.4693	-0.0029	1.4693	1.2121
No log	0.6316	24	1.0149	-0.0668	1.0149	1.0074
No log	0.6842	26	0.8694	-0.0833	0.8694	0.9324
No log	0.7368	28	0.8543	-0.1253	0.8543	0.9243
No log	0.7895	30	0.9166	-0.0894	0.9166	0.9574
No log	0.8421	32	0.9242	-0.0490	0.9242	0.9614
No log	0.8947	34	0.8771	-0.1688	0.8771	0.9365
No log	0.9474	36	0.8221	-0.1236	0.8221	0.9067
No log	1.0	38	0.7992	0.0296	0.7992	0.8940
No log	1.0526	40	0.7304	-0.0101	0.7304	0.8546
No log	1.1053	42	0.6873	-0.0101	0.6873	0.8290
No log	1.1579	44	0.6832	-0.0101	0.6832	0.8265
No log	1.2105	46	0.8665	0.1788	0.8665	0.9309
No log	1.2632	48	1.4591	0.0690	1.4591	1.2079
No log	1.3158	50	2.1386	0.0460	2.1386	1.4624
No log	1.3684	52	1.5653	0.0502	1.5653	1.2511
No log	1.4211	54	0.9646	0.0182	0.9646	0.9821
No log	1.4737	56	0.8895	0.0233	0.8895	0.9431
No log	1.5263	58	0.8475	-0.0054	0.8475	0.9206
No log	1.5789	60	0.7866	0.0628	0.7866	0.8869
No log	1.6316	62	0.8020	0.0867	0.8020	0.8955
No log	1.6842	64	0.8851	0.1024	0.8851	0.9408
No log	1.7368	66	0.8095	0.0043	0.8095	0.8997
No log	1.7895	68	0.8538	-0.0490	0.8538	0.9240
No log	1.8421	70	0.9174	0.0182	0.9174	0.9578
No log	1.8947	72	0.9095	0.0873	0.9095	0.9537
No log	1.9474	74	0.7904	0.0748	0.7904	0.8890
No log	2.0	76	0.7156	0.0759	0.7156	0.8459
No log	2.0526	78	0.7487	0.0512	0.7487	0.8653
No log	2.1053	80	0.7424	0.0588	0.7424	0.8616
No log	2.1579	82	0.6954	0.0191	0.6954	0.8339
No log	2.2105	84	0.6781	0.0506	0.6781	0.8235
No log	2.2632	86	0.6832	0.0506	0.6832	0.8266
No log	2.3158	88	1.0373	0.0252	1.0373	1.0185
No log	2.3684	90	1.2648	0.0503	1.2648	1.1246
No log	2.4211	92	0.8183	-0.0008	0.8183	0.9046
No log	2.4737	94	0.7201	-0.0493	0.7201	0.8486
No log	2.5263	96	0.7489	-0.0513	0.7489	0.8654
No log	2.5789	98	0.9267	0.1453	0.9267	0.9627
No log	2.6316	100	0.9764	0.0233	0.9764	0.9881
No log	2.6842	102	0.8210	0.0871	0.8210	0.9061
No log	2.7368	104	0.7810	0.0889	0.7810	0.8837
No log	2.7895	106	0.8216	0.0509	0.8216	0.9064
No log	2.8421	108	0.8890	0.0741	0.8890	0.9429
No log	2.8947	110	0.8987	0.0747	0.8987	0.9480
No log	2.9474	112	1.0449	0.1182	1.0449	1.0222
No log	3.0	114	1.2397	0.0006	1.2397	1.1134
No log	3.0526	116	0.9423	0.0233	0.9423	0.9707
No log	3.1053	118	0.8451	0.0151	0.8451	0.9193
No log	3.1579	120	0.8658	-0.0717	0.8658	0.9305
No log	3.2105	122	1.2579	0.1026	1.2579	1.1216
No log	3.2632	124	1.0091	0.0547	1.0091	1.0045
No log	3.3158	126	0.7822	-0.0218	0.7822	0.8844
No log	3.3684	128	0.7646	0.1490	0.7646	0.8744
No log	3.4211	130	0.7472	0.0741	0.7472	0.8644
No log	3.4737	132	0.9003	-0.0056	0.9003	0.9488
No log	3.5263	134	0.9145	-0.0056	0.9145	0.9563
No log	3.5789	136	0.8647	0.0656	0.8647	0.9299
No log	3.6316	138	1.0607	-0.0041	1.0607	1.0299
No log	3.6842	140	0.8838	0.1426	0.8838	0.9401
No log	3.7368	142	0.9593	-0.0799	0.9593	0.9795
No log	3.7895	144	0.8428	-0.0541	0.8428	0.9180
No log	3.8421	146	0.8170	0.1032	0.8170	0.9039
No log	3.8947	148	0.9731	0.0211	0.9731	0.9864
No log	3.9474	150	0.9937	0.0211	0.9937	0.9968
No log	4.0	152	0.8205	0.0603	0.8205	0.9058
No log	4.0526	154	0.8132	0.0408	0.8132	0.9018
No log	4.1053	156	0.9154	0.0125	0.9154	0.9567
No log	4.1579	158	0.8586	0.0214	0.8586	0.9266
No log	4.2105	160	0.9191	-0.0778	0.9191	0.9587
No log	4.2632	162	0.8285	0.0893	0.8285	0.9102
No log	4.3158	164	0.8199	0.0893	0.8199	0.9055
No log	4.3684	166	0.8315	0.0444	0.8315	0.9119
No log	4.4211	168	0.8591	-0.0643	0.8591	0.9269
No log	4.4737	170	0.8472	-0.0204	0.8472	0.9204
No log	4.5263	172	0.8426	-0.0226	0.8426	0.9179
No log	4.5789	174	0.8449	-0.1454	0.8449	0.9192
No log	4.6316	176	0.8312	-0.0026	0.8312	0.9117
No log	4.6842	178	0.8174	-0.1208	0.8174	0.9041
No log	4.7368	180	0.7862	-0.0902	0.7862	0.8867
No log	4.7895	182	0.7590	0.1081	0.7590	0.8712
No log	4.8421	184	0.8538	0.0409	0.8538	0.9240
No log	4.8947	186	0.7890	0.1259	0.7890	0.8883
No log	4.9474	188	0.7649	-0.0469	0.7649	0.8746
No log	5.0	190	0.7965	0.1244	0.7965	0.8925
No log	5.0526	192	1.1573	0.0653	1.1573	1.0758
No log	5.1053	194	1.2566	0.0006	1.2566	1.1210
No log	5.1579	196	0.8896	0.0	0.8896	0.9432
No log	5.2105	198	0.9710	0.0741	0.9710	0.9854
No log	5.2632	200	0.9085	0.0741	0.9085	0.9532
No log	5.3158	202	0.8127	0.0679	0.8127	0.9015
No log	5.3684	204	1.3475	0.0715	1.3475	1.1608
No log	5.4211	206	1.5466	0.0339	1.5466	1.2436
No log	5.4737	208	1.0794	0.0881	1.0794	1.0389
No log	5.5263	210	0.7488	0.1028	0.7488	0.8653
No log	5.5789	212	0.7937	0.0606	0.7937	0.8909
No log	5.6316	214	0.7243	-0.0560	0.7243	0.8510
No log	5.6842	216	0.8717	0.1773	0.8717	0.9336
No log	5.7368	218	1.1627	0.0475	1.1627	1.0783
No log	5.7895	220	1.0028	0.1292	1.0028	1.0014
No log	5.8421	222	0.7307	0.2318	0.7307	0.8548
No log	5.8947	224	0.6571	0.0460	0.6571	0.8106
No log	5.9474	226	0.6707	0.0506	0.6707	0.8189
No log	6.0	228	0.6894	-0.0065	0.6894	0.8303
No log	6.0526	230	0.7216	0.0318	0.7216	0.8495
No log	6.1053	232	0.8619	0.0346	0.8619	0.9284
No log	6.1579	234	1.1602	-0.0253	1.1602	1.0771
No log	6.2105	236	1.0188	0.0182	1.0188	1.0093
No log	6.2632	238	0.7540	0.0723	0.7540	0.8684
No log	6.3158	240	0.7870	0.1124	0.7870	0.8871
No log	6.3684	242	0.7810	0.1547	0.7810	0.8838
No log	6.4211	244	0.7171	0.0857	0.7171	0.8468
No log	6.4737	246	0.8151	0.0377	0.8151	0.9029
No log	6.5263	248	0.8587	-0.0122	0.8587	0.9266
No log	6.5789	250	0.8742	-0.0504	0.8742	0.9350
No log	6.6316	252	0.7766	0.1485	0.7766	0.8813
No log	6.6842	254	0.7449	0.1094	0.7449	0.8631
No log	6.7368	256	0.7462	0.1048	0.7462	0.8638
No log	6.7895	258	0.7163	0.0930	0.7163	0.8463
No log	6.8421	260	0.7652	0.0756	0.7652	0.8747
No log	6.8947	262	0.7633	0.0291	0.7633	0.8737
No log	6.9474	264	0.7193	0.0640	0.7193	0.8481
No log	7.0	266	0.7210	0.0640	0.7210	0.8491
No log	7.0526	268	0.7173	0.1081	0.7173	0.8469
No log	7.1053	270	0.7264	0.1311	0.7264	0.8523
No log	7.1579	272	0.7430	0.1553	0.7430	0.8620
No log	7.2105	274	0.7130	0.0976	0.7130	0.8444
No log	7.2632	276	0.7751	0.1121	0.7751	0.8804
No log	7.3158	278	0.7215	0.0693	0.7215	0.8494
No log	7.3684	280	0.7200	0.1395	0.7200	0.8485
No log	7.4211	282	0.7983	0.0711	0.7983	0.8935
No log	7.4737	284	0.6860	0.0956	0.6860	0.8282
No log	7.5263	286	0.7233	0.0702	0.7233	0.8505
No log	7.5789	288	0.8215	0.0767	0.8215	0.9064
No log	7.6316	290	0.7261	0.0693	0.7261	0.8521
No log	7.6842	292	0.6599	0.1979	0.6599	0.8124
No log	7.7368	294	0.7095	0.2034	0.7095	0.8423
No log	7.7895	296	0.6837	0.2258	0.6837	0.8269
No log	7.8421	298	0.7035	0.1626	0.7035	0.8387
No log	7.8947	300	0.7659	-0.0150	0.7659	0.8752
No log	7.9474	302	0.7234	0.0218	0.7234	0.8505
No log	8.0	304	0.6884	0.1902	0.6884	0.8297
No log	8.0526	306	0.7979	0.2208	0.7979	0.8932
No log	8.1053	308	0.7897	0.1775	0.7897	0.8887
No log	8.1579	310	0.6950	0.2122	0.6950	0.8337
No log	8.2105	312	0.7667	0.1037	0.7667	0.8756
No log	8.2632	314	0.7672	0.0998	0.7672	0.8759
No log	8.3158	316	0.6970	0.2471	0.6970	0.8349
No log	8.3684	318	0.7697	0.1243	0.7697	0.8773
No log	8.4211	320	0.7834	0.0786	0.7834	0.8851
No log	8.4737	322	0.7057	0.1627	0.7057	0.8401
No log	8.5263	324	0.6961	0.1734	0.6961	0.8343
No log	8.5789	326	0.7123	0.0934	0.7123	0.8440
No log	8.6316	328	0.7248	0.1146	0.7248	0.8513
No log	8.6842	330	0.7807	0.0999	0.7807	0.8836
No log	8.7368	332	0.7273	0.0690	0.7273	0.8528
No log	8.7895	334	0.8419	0.0689	0.8419	0.9175
No log	8.8421	336	0.9863	0.0219	0.9863	0.9931
No log	8.8947	338	0.9136	0.0506	0.9136	0.9558
No log	8.9474	340	0.7817	0.1352	0.7817	0.8841
No log	9.0	342	0.7789	0.1001	0.7789	0.8826
No log	9.0526	344	0.7582	0.1047	0.7582	0.8707
No log	9.1053	346	0.7671	0.0588	0.7671	0.8758
No log	9.1579	348	0.7237	0.2386	0.7237	0.8507
No log	9.2105	350	0.7184	0.1567	0.7184	0.8476
No log	9.2632	352	0.7295	0.2030	0.7295	0.8541
No log	9.3158	354	0.7393	0.2030	0.7393	0.8598
No log	9.3684	356	0.7574	0.0357	0.7574	0.8703
No log	9.4211	358	0.8523	0.0913	0.8523	0.9232
No log	9.4737	360	0.8285	0.0961	0.8285	0.9102
No log	9.5263	362	0.7895	0.0846	0.7895	0.8885
No log	9.5789	364	0.7772	0.0798	0.7772	0.8816
No log	9.6316	366	0.8264	0.0831	0.8264	0.9091
No log	9.6842	368	0.8555	0.1149	0.8555	0.9249
No log	9.7368	370	0.9877	-0.0571	0.9877	0.9938
No log	9.7895	372	0.9752	-0.0200	0.9752	0.9875
No log	9.8421	374	0.8138	0.1942	0.8138	0.9021
No log	9.8947	376	0.7757	0.0514	0.7757	0.8807
No log	9.9474	378	0.7656	0.0455	0.7656	0.8750
No log	10.0	380	0.8148	0.1553	0.8148	0.9026
No log	10.0526	382	1.1760	0.0274	1.1760	1.0844
No log	10.1053	384	1.3344	0.0720	1.3344	1.1552
No log	10.1579	386	1.0524	0.0025	1.0524	1.0259
No log	10.2105	388	0.8092	0.1506	0.8092	0.8995
No log	10.2632	390	0.7259	0.2893	0.7259	0.8520
No log	10.3158	392	0.7320	0.1354	0.7320	0.8556
No log	10.3684	394	0.7451	0.2225	0.7451	0.8632
No log	10.4211	396	0.8004	0.0442	0.8004	0.8946
No log	10.4737	398	0.8741	0.0576	0.8741	0.9349
No log	10.5263	400	0.8467	0.0287	0.8467	0.9202
No log	10.5789	402	0.7716	0.0909	0.7716	0.8784
No log	10.6316	404	0.7679	0.1095	0.7679	0.8763
No log	10.6842	406	0.7747	0.0376	0.7747	0.8802
No log	10.7368	408	0.8121	0.0291	0.8121	0.9012
No log	10.7895	410	0.7860	0.0501	0.7860	0.8866
No log	10.8421	412	0.7826	0.1440	0.7826	0.8846
No log	10.8947	414	0.7718	0.1097	0.7718	0.8785
No log	10.9474	416	0.7379	0.1828	0.7379	0.8590
No log	11.0	418	0.7186	0.1486	0.7186	0.8477
No log	11.0526	420	0.7359	0.0187	0.7359	0.8578
No log	11.1053	422	0.7156	0.2030	0.7156	0.8459
No log	11.1579	424	0.7955	0.0549	0.7955	0.8919
No log	11.2105	426	0.9143	0.0912	0.9143	0.9562
No log	11.2632	428	0.8654	0.0986	0.8654	0.9303
No log	11.3158	430	0.7653	0.2225	0.7653	0.8748
No log	11.3684	432	0.7684	0.1236	0.7684	0.8766
No log	11.4211	434	0.8037	0.1268	0.8037	0.8965
No log	11.4737	436	0.9751	0.0778	0.9751	0.9875
No log	11.5263	438	1.0865	0.0659	1.0865	1.0423
No log	11.5789	440	0.9429	0.0134	0.9429	0.9710
No log	11.6316	442	0.8233	0.1243	0.8233	0.9074
No log	11.6842	444	0.7946	0.1899	0.7946	0.8914
No log	11.7368	446	0.8649	0.0748	0.8649	0.9300
No log	11.7895	448	0.8670	0.0748	0.8670	0.9312
No log	11.8421	450	0.8197	0.1243	0.8197	0.9053
No log	11.8947	452	0.8017	0.1836	0.8017	0.8954
No log	11.9474	454	0.7434	0.1433	0.7434	0.8622
No log	12.0	456	0.7468	0.2669	0.7468	0.8642
No log	12.0526	458	0.8139	0.0786	0.8139	0.9022
No log	12.1053	460	0.8105	0.0377	0.8105	0.9003
No log	12.1579	462	0.7331	0.2339	0.7331	0.8562
No log	12.2105	464	0.7191	0.1498	0.7191	0.8480
No log	12.2632	466	0.7489	0.1433	0.7489	0.8654
No log	12.3158	468	0.8397	0.0346	0.8397	0.9164
No log	12.3684	470	0.8201	0.1395	0.8201	0.9056
No log	12.4211	472	0.7982	-0.0029	0.7982	0.8934
No log	12.4737	474	0.7886	-0.0426	0.7886	0.8880
No log	12.5263	476	0.7833	-0.0465	0.7833	0.8850
No log	12.5789	478	0.8070	0.1553	0.8070	0.8983
No log	12.6316	480	0.8347	0.0871	0.8347	0.9136
No log	12.6842	482	0.8643	0.0392	0.8643	0.9297
No log	12.7368	484	0.8068	0.0344	0.8068	0.8982
No log	12.7895	486	0.8340	-0.0996	0.8340	0.9132
No log	12.8421	488	0.8472	-0.0508	0.8472	0.9204
No log	12.8947	490	0.8079	0.0053	0.8079	0.8989
No log	12.9474	492	0.8665	0.0831	0.8665	0.9309
No log	13.0	494	0.8924	0.0392	0.8924	0.9447
No log	13.0526	496	0.8344	0.1196	0.8344	0.9135
No log	13.1053	498	0.8408	-0.0513	0.8408	0.9170
0.3371	13.1579	500	0.9004	-0.0317	0.9004	0.9489
0.3371	13.2105	502	0.8524	-0.0528	0.8524	0.9232
0.3371	13.2632	504	0.8331	0.0821	0.8331	0.9128
0.3371	13.3158	506	0.8867	-0.0799	0.8867	0.9416
0.3371	13.3684	508	0.8468	0.1387	0.8468	0.9202
0.3371	13.4211	510	0.7934	0.2304	0.7934	0.8907
0.3371	13.4737	512	0.7530	0.1433	0.7530	0.8677
0.3371	13.5263	514	0.7433	0.1807	0.7433	0.8621
0.3371	13.5789	516	0.7679	0.2009	0.7679	0.8763
0.3371	13.6316	518	0.8379	0.1336	0.8379	0.9153
0.3371	13.6842	520	0.8578	0.1336	0.8578	0.9262
0.3371	13.7368	522	0.8339	0.0538	0.8339	0.9132
0.3371	13.7895	524	0.7815	0.0236	0.7815	0.8840
0.3371	13.8421	526	0.7691	0.0732	0.7691	0.8770
0.3371	13.8947	528	0.7905	0.1495	0.7905	0.8891
0.3371	13.9474	530	0.7521	0.0869	0.7521	0.8672
0.3371	14.0	532	0.7609	-0.0859	0.7609	0.8723
0.3371	14.0526	534	0.8196	-0.1298	0.8196	0.9053
0.3371	14.1053	536	0.7920	-0.1905	0.7920	0.8900
0.3371	14.1579	538	0.7760	-0.0444	0.7760	0.8809
0.3371	14.2105	540	0.8009	0.2150	0.8009	0.8949
0.3371	14.2632	542	0.8656	0.0871	0.8656	0.9304
0.3371	14.3158	544	0.9070	-0.0459	0.9070	0.9523
0.3371	14.3684	546	0.8809	-0.0033	0.8809	0.9385
0.3371	14.4211	548	0.7899	0.1612	0.7899	0.8888
0.3371	14.4737	550	0.7607	0.0449	0.7607	0.8722
0.3371	14.5263	552	0.7469	0.1878	0.7469	0.8642
0.3371	14.5789	554	0.7928	0.1047	0.7928	0.8904
0.3371	14.6316	556	0.8979	-0.0182	0.8979	0.9476
0.3371	14.6842	558	0.8997	-0.0182	0.8997	0.9485
0.3371	14.7368	560	0.8348	0.0826	0.8348	0.9137
0.3371	14.7895	562	0.7354	0.1952	0.7354	0.8575
0.3371	14.8421	564	0.7280	-0.0949	0.7280	0.8532
0.3371	14.8947	566	0.7204	0.1498	0.7204	0.8488
0.3371	14.9474	568	0.7598	0.1965	0.7598	0.8716
0.3371	15.0	570	0.9135	-0.0571	0.9135	0.9558
0.3371	15.0526	572	1.0240	0.0006	1.0240	1.0119
0.3371	15.1053	574	0.8967	-0.0228	0.8967	0.9469
0.3371	15.1579	576	0.7671	0.1047	0.7671	0.8758
0.3371	15.2105	578	0.6996	0.1433	0.6996	0.8364
0.3371	15.2632	580	0.6969	0.1433	0.6969	0.8348
0.3371	15.3158	582	0.7038	0.1311	0.7038	0.8389
0.3371	15.3684	584	0.7421	0.2034	0.7421	0.8614
0.3371	15.4211	586	0.8505	0.0576	0.8505	0.9222
0.3371	15.4737	588	0.8405	0.0609	0.8405	0.9168
0.3371	15.5263	590	0.8095	0.0871	0.8095	0.8997
0.3371	15.5789	592	0.8107	0.0913	0.8107	0.9004
0.3371	15.6316	594	0.8731	-0.0471	0.8731	0.9344
0.3371	15.6842	596	0.9111	-0.0558	0.9111	0.9545
0.3371	15.7368	598	0.8267	0.1193	0.8267	0.9092
0.3371	15.7895	600	0.7684	0.1311	0.7684	0.8766
0.3371	15.8421	602	0.7630	0.1362	0.7630	0.8735
0.3371	15.8947	604	0.7614	0.1362	0.7614	0.8726
0.3371	15.9474	606	0.7704	0.1196	0.7704	0.8777
0.3371	16.0	608	0.8657	0.0676	0.8657	0.9304
0.3371	16.0526	610	0.9662	-0.0228	0.9662	0.9830
0.3371	16.1053	612	0.9289	-0.0175	0.9289	0.9638
0.3371	16.1579	614	0.8034	0.1440	0.8034	0.8964
0.3371	16.2105	616	0.7525	0.1787	0.7525	0.8674
0.3371	16.2632	618	0.7437	0.1024	0.7437	0.8624
0.3371	16.3158	620	0.7389	0.1024	0.7389	0.8596
0.3371	16.3684	622	0.7359	0.1498	0.7359	0.8579
0.3371	16.4211	624	0.7461	0.0914	0.7461	0.8638
0.3371	16.4737	626	0.7850	0.1146	0.7850	0.8860
0.3371	16.5263	628	0.7921	0.1311	0.7921	0.8900
0.3371	16.5789	630	0.7788	0.1927	0.7788	0.8825
0.3371	16.6316	632	0.7878	0.0976	0.7878	0.8876
0.3371	16.6842	634	0.8106	0.1304	0.8106	0.9003
0.3371	16.7368	636	0.8945	-0.0532	0.8945	0.9458
0.3371	16.7895	638	0.9368	-0.0909	0.9368	0.9679
0.3371	16.8421	640	0.8562	0.0755	0.8562	0.9253
0.3371	16.8947	642	0.7779	0.0776	0.7779	0.8820
0.3371	16.9474	644	0.7557	0.1927	0.7557	0.8693
0.3371	17.0	646	0.7530	0.1878	0.7530	0.8677
0.3371	17.0526	648	0.7496	0.1878	0.7496	0.8658
0.3371	17.1053	650	0.7493	0.1878	0.7493	0.8656
0.3371	17.1579	652	0.7485	0.1878	0.7485	0.8651
0.3371	17.2105	654	0.7416	0.1856	0.7416	0.8612
0.3371	17.2632	656	0.7423	0.2315	0.7423	0.8616
0.3371	17.3158	658	0.7511	0.1340	0.7511	0.8667
0.3371	17.3684	660	0.7789	0.1003	0.7789	0.8826
0.3371	17.4211	662	0.8371	0.1582	0.8371	0.9150
0.3371	17.4737	664	0.8021	0.0876	0.8021	0.8956
0.3371	17.5263	666	0.7499	0.0840	0.7499	0.8660
0.3371	17.5789	668	0.7666	0.0514	0.7666	0.8755
0.3371	17.6316	670	0.7667	0.0097	0.7667	0.8756
0.3371	17.6842	672	0.7423	0.0898	0.7423	0.8616
0.3371	17.7368	674	0.7261	0.1856	0.7261	0.8521
0.3371	17.7895	676	0.7300	0.1856	0.7300	0.8544
0.3371	17.8421	678	0.7513	0.0460	0.7513	0.8668
0.3371	17.8947	680	0.7575	0.0460	0.7575	0.8704
0.3371	17.9474	682	0.7625	0.1347	0.7625	0.8732
0.3371	18.0	684	0.7800	0.0732	0.7800	0.8832
0.3371	18.0526	686	0.7845	0.0791	0.7845	0.8857
0.3371	18.1053	688	0.7909	0.0791	0.7909	0.8893
0.3371	18.1579	690	0.8295	0.0871	0.8295	0.9108
0.3371	18.2105	692	0.8637	0.0277	0.8637	0.9294
0.3371	18.2632	694	0.8776	0.0684	0.8776	0.9368
0.3371	18.3158	696	0.8617	-0.0643	0.8617	0.9283
0.3371	18.3684	698	0.8575	0.0909	0.8575	0.9260
0.3371	18.4211	700	0.8801	0.0931	0.8801	0.9382
0.3371	18.4737	702	0.8510	0.0196	0.8510	0.9225
0.3371	18.5263	704	0.8239	-0.0076	0.8239	0.9077
0.3371	18.5789	706	0.8806	0.1193	0.8806	0.9384
0.3371	18.6316	708	0.9292	-0.0500	0.9292	0.9639
0.3371	18.6842	710	0.9433	-0.0877	0.9433	0.9712
0.3371	18.7368	712	0.9022	0.0684	0.9022	0.9498
0.3371	18.7895	714	0.8692	0.0484	0.8692	0.9323
0.3371	18.8421	716	0.8503	-0.0209	0.8503	0.9221
0.3371	18.8947	718	0.8333	-0.0200	0.8333	0.9128
0.3371	18.9474	720	0.8718	0.0007	0.8718	0.9337
0.3371	19.0	722	0.8357	0.0632	0.8357	0.9142
0.3371	19.0526	724	0.7517	0.0428	0.7517	0.8670
0.3371	19.1053	726	0.7603	0.0600	0.7603	0.8720
0.3371	19.1579	728	0.7757	0.0490	0.7757	0.8808
0.3371	19.2105	730	0.7297	0.0680	0.7297	0.8542
0.3371	19.2632	732	0.7211	0.0889	0.7211	0.8492
0.3371	19.3158	734	0.7460	-0.0248	0.7460	0.8637
0.3371	19.3684	736	0.7201	0.0889	0.7201	0.8486
0.3371	19.4211	738	0.6967	0.1311	0.6967	0.8347
0.3371	19.4737	740	0.7806	0.2077	0.7806	0.8835
0.3371	19.5263	742	0.8340	0.1406	0.8340	0.9132
0.3371	19.5789	744	0.7978	0.1542	0.7978	0.8932
0.3371	19.6316	746	0.7587	0.0205	0.7587	0.8710
0.3371	19.6842	748	0.7565	-0.0054	0.7565	0.8698
0.3371	19.7368	750	0.7692	0.0798	0.7692	0.8771
0.3371	19.7895	752	0.7834	0.1001	0.7834	0.8851
0.3371	19.8421	754	0.8217	0.0362	0.8217	0.9065
0.3371	19.8947	756	0.8579	-0.0163	0.8579	0.9262
0.3371	19.9474	758	0.8331	0.0711	0.8331	0.9128
0.3371	20.0	760	0.7960	0.0913	0.7960	0.8922
0.3371	20.0526	762	0.7949	0.0442	0.7949	0.8916
0.3371	20.1053	764	0.7883	0.0476	0.7883	0.8879
0.3371	20.1579	766	0.7843	0.1379	0.7843	0.8856
0.3371	20.2105	768	0.8053	0.0876	0.8053	0.8974
0.3371	20.2632	770	0.7890	0.1964	0.7890	0.8882
0.3371	20.3158	772	0.7892	0.1333	0.7892	0.8884
0.3371	20.3684	774	0.8105	0.0861	0.8105	0.9003
0.3371	20.4211	776	0.8225	0.0810	0.8225	0.9069
0.3371	20.4737	778	0.8466	0.0087	0.8466	0.9201
0.3371	20.5263	780	0.9095	-0.0054	0.9095	0.9537
0.3371	20.5789	782	0.8681	0.0470	0.8681	0.9317
0.3371	20.6316	784	0.7982	0.0757	0.7982	0.8934
0.3371	20.6842	786	0.7670	0.1292	0.7670	0.8758
0.3371	20.7368	788	0.7333	0.1787	0.7333	0.8564
0.3371	20.7895	790	0.7553	0.0999	0.7553	0.8691
0.3371	20.8421	792	0.8255	0.0442	0.8255	0.9086
0.3371	20.8947	794	0.8122	0.0442	0.8122	0.9012
0.3371	20.9474	796	0.7655	0.0999	0.7655	0.8749
0.3371	21.0	798	0.7399	0.1565	0.7399	0.8602
0.3371	21.0526	800	0.7373	0.1599	0.7373	0.8586
0.3371	21.1053	802	0.7440	0.1599	0.7440	0.8625
0.3371	21.1579	804	0.7453	0.1196	0.7453	0.8633
0.3371	21.2105	806	0.7436	0.1787	0.7436	0.8623
0.3371	21.2632	808	0.7513	0.1196	0.7513	0.8668
0.3371	21.3158	810	0.7755	0.1495	0.7755	0.8806
0.3371	21.3684	812	0.7861	0.1775	0.7861	0.8866
0.3371	21.4211	814	0.8062	0.1291	0.8062	0.8979
0.3371	21.4737	816	0.8198	0.0377	0.8198	0.9054
0.3371	21.5263	818	0.8809	0.0909	0.8809	0.9385
0.3371	21.5789	820	0.8369	0.0711	0.8369	0.9148
0.3371	21.6316	822	0.7676	0.0913	0.7676	0.8761
0.3371	21.6842	824	0.7666	0.1342	0.7666	0.8756
0.3371	21.7368	826	0.8080	0.1291	0.8080	0.8989
0.3371	21.7895	828	0.8551	0.1024	0.8551	0.9247
0.3371	21.8421	830	0.8258	0.0786	0.8258	0.9087
0.3371	21.8947	832	0.7749	0.1342	0.7749	0.8803
0.3371	21.9474	834	0.7471	0.1627	0.7471	0.8644
0.3371	22.0	836	0.7479	0.1691	0.7479	0.8648
0.3371	22.0526	838	0.7951	0.1342	0.7951	0.8917
0.3371	22.1053	840	0.8823	0.0515	0.8823	0.9393
0.3371	22.1579	842	0.9756	-0.0269	0.9756	0.9877
0.3371	22.2105	844	1.0452	-0.0657	1.0452	1.0223
0.3371	22.2632	846	1.0125	-0.0628	1.0125	1.0062
0.3371	22.3158	848	0.9053	-0.0236	0.9053	0.9515
0.3371	22.3684	850	0.7987	0.1836	0.7987	0.8937
0.3371	22.4211	852	0.7906	0.2424	0.7906	0.8892
0.3371	22.4737	854	0.7902	0.2424	0.7902	0.8889
0.3371	22.5263	856	0.8312	0.0377	0.8312	0.9117
0.3371	22.5789	858	0.8540	0.0711	0.8540	0.9241
0.3371	22.6316	860	0.8516	0.0377	0.8516	0.9228
0.3371	22.6842	862	0.8126	0.1291	0.8126	0.9015
0.3371	22.7368	864	0.8018	0.0867	0.8018	0.8954
0.3371	22.7895	866	0.8037	0.0867	0.8037	0.8965
0.3371	22.8421	868	0.7982	0.0867	0.7982	0.8934
0.3371	22.8947	870	0.7742	0.0476	0.7742	0.8799
0.3371	22.9474	872	0.7778	0.1449	0.7778	0.8819
0.3371	23.0	874	0.7638	0.1431	0.7638	0.8740
0.3371	23.0526	876	0.7477	0.1354	0.7477	0.8647
0.3371	23.1053	878	0.7709	0.1196	0.7709	0.8780
0.3371	23.1579	880	0.8107	0.1440	0.8107	0.9004
0.3371	23.2105	882	0.8482	-0.0425	0.8482	0.9210
0.3371	23.2632	884	0.8168	0.1449	0.8168	0.9038
0.3371	23.3158	886	0.7816	0.1096	0.7816	0.8841
0.3371	23.3684	888	0.7846	0.1095	0.7846	0.8858
0.3371	23.4211	890	0.7807	0.0393	0.7807	0.8836
0.3371	23.4737	892	0.7848	-0.0774	0.7848	0.8859
0.3371	23.5263	894	0.7827	-0.0774	0.7827	0.8847
0.3371	23.5789	896	0.7745	0.0757	0.7745	0.8801
0.3371	23.6316	898	0.7966	0.1440	0.7966	0.8926
0.3371	23.6842	900	0.7874	0.1485	0.7874	0.8874
0.3371	23.7368	902	0.7802	0.1189	0.7802	0.8833
0.3371	23.7895	904	0.7824	0.0757	0.7824	0.8846
0.3371	23.8421	906	0.7988	0.1485	0.7988	0.8937
0.3371	23.8947	908	0.8297	0.0959	0.8297	0.9109
0.3371	23.9474	910	0.8317	0.0959	0.8317	0.9120
0.3371	24.0	912	0.8223	0.1003	0.8223	0.9068
0.3371	24.0526	914	0.8035	-0.0915	0.8035	0.8964
0.3371	24.1053	916	0.7937	0.0709	0.7937	0.8909
0.3371	24.1579	918	0.8112	0.0490	0.8112	0.9007
0.3371	24.2105	920	0.8816	0.0748	0.8816	0.9390
0.3371	24.2632	922	0.9763	0.0207	0.9763	0.9881
0.3371	24.3158	924	1.0009	-0.0218	1.0009	1.0004
0.3371	24.3684	926	0.9041	0.1107	0.9041	0.9509
0.3371	24.4211	928	0.8035	0.0456	0.8035	0.8964
0.3371	24.4737	930	0.7817	0.1659	0.7817	0.8841
0.3371	24.5263	932	0.7826	0.0444	0.7826	0.8847
0.3371	24.5789	934	0.7762	-0.0389	0.7762	0.8810
0.3371	24.6316	936	0.7582	0.2315	0.7582	0.8707
0.3371	24.6842	938	0.7812	0.1097	0.7812	0.8838
0.3371	24.7368	940	0.8395	0.0377	0.8395	0.9162
0.3371	24.7895	942	0.8424	0.0377	0.8424	0.9178
0.3371	24.8421	944	0.8103	0.0071	0.8103	0.9001
0.3371	24.8947	946	0.7876	0.1659	0.7876	0.8875
0.3371	24.9474	948	0.7931	0.0393	0.7931	0.8906
0.3371	25.0	950	0.8040	-0.0051	0.8040	0.8966
0.3371	25.0526	952	0.8391	-0.0251	0.8391	0.9160
0.3371	25.1053	954	0.9153	0.0755	0.9153	0.9567
0.3371	25.1579	956	0.9985	0.0111	0.9985	0.9993
0.3371	25.2105	958	0.9705	0.0157	0.9705	0.9851
0.3371	25.2632	960	0.8732	0.0392	0.8732	0.9345
0.3371	25.3158	962	0.8298	-0.0723	0.8298	0.9109
0.3371	25.3684	964	0.8882	0.0966	0.8882	0.9424
0.3371	25.4211	966	0.9074	0.0350	0.9074	0.9526
0.3371	25.4737	968	0.8503	0.0275	0.8503	0.9221
0.3371	25.5263	970	0.7836	-0.0444	0.7836	0.8852
0.3371	25.5789	972	0.7893	0.0732	0.7893	0.8884
0.3371	25.6316	974	0.8248	0.0525	0.8248	0.9082
0.3371	25.6842	976	0.8325	0.0574	0.8325	0.9124
0.3371	25.7368	978	0.8352	-0.0549	0.8352	0.9139
0.3371	25.7895	980	0.8526	-0.0357	0.8526	0.9234
0.3371	25.8421	982	0.8798	-0.0723	0.8798	0.9380
0.3371	25.8947	984	0.8864	-0.0723	0.8864	0.9415
0.3371	25.9474	986	0.8992	-0.0548	0.8992	0.9483

Framework versions

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