ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task1_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: 0.7114
• Qwk: 0.6958
• Mse: 0.7114
• Rmse: 0.8435

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	0.0213	2	5.2808	-0.0098	5.2808	2.2980
No log	0.0426	4	3.2399	0.0863	3.2399	1.8000
No log	0.0638	6	2.2379	0.0374	2.2379	1.4960
No log	0.0851	8	1.8778	0.0971	1.8778	1.3703
No log	0.1064	10	1.9035	0.1424	1.9035	1.3797
No log	0.1277	12	1.6223	0.1523	1.6223	1.2737
No log	0.1489	14	1.6600	0.1628	1.6600	1.2884
No log	0.1702	16	1.5267	0.1889	1.5267	1.2356
No log	0.1915	18	1.2993	0.3814	1.2993	1.1399
No log	0.2128	20	1.6267	0.2164	1.6267	1.2754
No log	0.2340	22	2.0446	0.1903	2.0446	1.4299
No log	0.2553	24	2.5761	0.1697	2.5761	1.6050
No log	0.2766	26	2.4406	0.2011	2.4406	1.5622
No log	0.2979	28	1.6817	0.2522	1.6817	1.2968
No log	0.3191	30	1.2101	0.3793	1.2101	1.1000
No log	0.3404	32	1.0875	0.4006	1.0875	1.0428
No log	0.3617	34	1.0699	0.4290	1.0699	1.0344
No log	0.3830	36	1.1944	0.3511	1.1944	1.0929
No log	0.4043	38	1.2758	0.3611	1.2758	1.1295
No log	0.4255	40	1.4105	0.3529	1.4105	1.1876
No log	0.4468	42	1.2568	0.4555	1.2568	1.1211
No log	0.4681	44	0.8899	0.4940	0.8899	0.9434
No log	0.4894	46	0.7476	0.5338	0.7476	0.8646
No log	0.5106	48	0.8379	0.5148	0.8379	0.9154
No log	0.5319	50	0.8072	0.5448	0.8072	0.8985
No log	0.5532	52	1.0275	0.5456	1.0275	1.0137
No log	0.5745	54	1.6607	0.4213	1.6607	1.2887
No log	0.5957	56	1.8257	0.3969	1.8257	1.3512
No log	0.6170	58	1.3464	0.4704	1.3464	1.1604
No log	0.6383	60	0.8661	0.6041	0.8661	0.9306
No log	0.6596	62	1.0552	0.5148	1.0552	1.0272
No log	0.6809	64	1.2344	0.4187	1.2344	1.1110
No log	0.7021	66	1.1132	0.5088	1.1132	1.0551
No log	0.7234	68	0.7892	0.5949	0.7892	0.8884
No log	0.7447	70	0.6993	0.7514	0.6993	0.8362
No log	0.7660	72	0.7963	0.6662	0.7963	0.8924
No log	0.7872	74	0.9685	0.5671	0.9685	0.9841
No log	0.8085	76	1.0666	0.5657	1.0666	1.0328
No log	0.8298	78	1.3667	0.3995	1.3667	1.1691
No log	0.8511	80	1.7230	0.3043	1.7230	1.3126
No log	0.8723	82	1.6189	0.3018	1.6189	1.2724
No log	0.8936	84	1.4575	0.3299	1.4575	1.2073
No log	0.9149	86	0.9872	0.5597	0.9872	0.9936
No log	0.9362	88	0.6746	0.5990	0.6746	0.8213
No log	0.9574	90	0.7082	0.6820	0.7082	0.8416
No log	0.9787	92	0.7433	0.6357	0.7433	0.8622
No log	1.0	94	0.7099	0.5559	0.7099	0.8425
No log	1.0213	96	0.7644	0.5567	0.7644	0.8743
No log	1.0426	98	0.8737	0.5719	0.8737	0.9347
No log	1.0638	100	0.8630	0.5573	0.8630	0.9290
No log	1.0851	102	0.7335	0.6016	0.7335	0.8565
No log	1.1064	104	0.6523	0.6734	0.6523	0.8076
No log	1.1277	106	0.7175	0.6790	0.7175	0.8471
No log	1.1489	108	0.7534	0.6597	0.7534	0.8680
No log	1.1702	110	0.6966	0.7009	0.6966	0.8346
No log	1.1915	112	0.6917	0.6817	0.6917	0.8317
No log	1.2128	114	0.8082	0.6361	0.8082	0.8990
No log	1.2340	116	0.8950	0.6004	0.8950	0.9460
No log	1.2553	118	0.8422	0.6338	0.8422	0.9177
No log	1.2766	120	0.7480	0.6056	0.7480	0.8649
No log	1.2979	122	0.7313	0.6643	0.7313	0.8552
No log	1.3191	124	0.7466	0.6174	0.7466	0.8641
No log	1.3404	126	0.7290	0.6120	0.7290	0.8538
No log	1.3617	128	0.8038	0.6013	0.8038	0.8965
No log	1.3830	130	0.8532	0.6155	0.8532	0.9237
No log	1.4043	132	0.7693	0.6220	0.7693	0.8771
No log	1.4255	134	0.7115	0.6634	0.7115	0.8435
No log	1.4468	136	0.8177	0.6298	0.8177	0.9043
No log	1.4681	138	0.8584	0.5988	0.8584	0.9265
No log	1.4894	140	0.7928	0.6203	0.7928	0.8904
No log	1.5106	142	0.7528	0.5737	0.7528	0.8676
No log	1.5319	144	0.7336	0.6163	0.7336	0.8565
No log	1.5532	146	0.7365	0.6208	0.7365	0.8582
No log	1.5745	148	0.7380	0.6166	0.7380	0.8591
No log	1.5957	150	0.6978	0.6486	0.6978	0.8353
No log	1.6170	152	0.6805	0.6351	0.6805	0.8249
No log	1.6383	154	0.6901	0.6135	0.6901	0.8307
No log	1.6596	156	0.7266	0.6086	0.7266	0.8524
No log	1.6809	158	0.7018	0.6832	0.7018	0.8377
No log	1.7021	160	0.6420	0.7256	0.6420	0.8013
No log	1.7234	162	0.6197	0.7328	0.6197	0.7872
No log	1.7447	164	0.6247	0.7252	0.6247	0.7904
No log	1.7660	166	0.6278	0.7372	0.6278	0.7923
No log	1.7872	168	0.6323	0.7191	0.6323	0.7951
No log	1.8085	170	0.6443	0.6863	0.6443	0.8027
No log	1.8298	172	0.6445	0.6950	0.6445	0.8028
No log	1.8511	174	0.6707	0.6854	0.6707	0.8190
No log	1.8723	176	0.6772	0.6606	0.6772	0.8229
No log	1.8936	178	0.6888	0.6399	0.6888	0.8299
No log	1.9149	180	0.7442	0.6441	0.7442	0.8627
No log	1.9362	182	0.8470	0.6236	0.8470	0.9203
No log	1.9574	184	0.8707	0.6036	0.8707	0.9331
No log	1.9787	186	0.7854	0.6478	0.7854	0.8863
No log	2.0	188	0.6960	0.6985	0.6960	0.8343
No log	2.0213	190	0.7247	0.6448	0.7247	0.8513
No log	2.0426	192	0.7615	0.5981	0.7615	0.8727
No log	2.0638	194	0.7303	0.6192	0.7303	0.8546
No log	2.0851	196	0.6827	0.6366	0.6827	0.8263
No log	2.1064	198	0.6716	0.6690	0.6716	0.8195
No log	2.1277	200	0.6774	0.6684	0.6774	0.8230
No log	2.1489	202	0.6888	0.6843	0.6888	0.8299
No log	2.1702	204	0.6620	0.6997	0.6620	0.8137
No log	2.1915	206	0.6525	0.7091	0.6525	0.8078
No log	2.2128	208	0.6610	0.7205	0.6610	0.8130
No log	2.2340	210	0.6867	0.6957	0.6867	0.8287
No log	2.2553	212	0.6837	0.6911	0.6837	0.8269
No log	2.2766	214	0.6819	0.6634	0.6819	0.8258
No log	2.2979	216	0.6734	0.6689	0.6734	0.8206
No log	2.3191	218	0.6484	0.6490	0.6484	0.8052
No log	2.3404	220	0.6699	0.6580	0.6699	0.8185
No log	2.3617	222	0.6990	0.6566	0.6990	0.8361
No log	2.3830	224	0.6871	0.6588	0.6871	0.8289
No log	2.4043	226	0.6743	0.6436	0.6743	0.8212
No log	2.4255	228	0.6382	0.6489	0.6382	0.7989
No log	2.4468	230	0.6341	0.7284	0.6341	0.7963
No log	2.4681	232	0.6516	0.7175	0.6516	0.8072
No log	2.4894	234	0.6642	0.7125	0.6642	0.8150
No log	2.5106	236	0.7056	0.6701	0.7056	0.8400
No log	2.5319	238	0.7264	0.7083	0.7264	0.8523
No log	2.5532	240	0.7323	0.6984	0.7323	0.8558
No log	2.5745	242	0.7564	0.6881	0.7564	0.8697
No log	2.5957	244	0.7842	0.7018	0.7842	0.8856
No log	2.6170	246	0.7694	0.6979	0.7694	0.8772
No log	2.6383	248	0.7279	0.7060	0.7279	0.8532
No log	2.6596	250	0.7111	0.6803	0.7111	0.8433
No log	2.6809	252	0.7074	0.6490	0.7074	0.8411
No log	2.7021	254	0.7100	0.6830	0.7100	0.8426
No log	2.7234	256	0.7254	0.6838	0.7254	0.8517
No log	2.7447	258	0.7495	0.6836	0.7495	0.8657
No log	2.7660	260	0.7364	0.6799	0.7364	0.8581
No log	2.7872	262	0.7133	0.6952	0.7133	0.8445
No log	2.8085	264	0.7122	0.7271	0.7122	0.8439
No log	2.8298	266	0.7232	0.7103	0.7232	0.8504
No log	2.8511	268	0.7231	0.7183	0.7231	0.8504
No log	2.8723	270	0.7201	0.6966	0.7201	0.8486
No log	2.8936	272	0.7487	0.6783	0.7487	0.8653
No log	2.9149	274	0.7315	0.6661	0.7315	0.8553
No log	2.9362	276	0.6929	0.6389	0.6929	0.8324
No log	2.9574	278	0.7220	0.6396	0.7220	0.8497
No log	2.9787	280	0.7434	0.6538	0.7434	0.8622
No log	3.0	282	0.7298	0.6538	0.7298	0.8543
No log	3.0213	284	0.6994	0.6478	0.6994	0.8363
No log	3.0426	286	0.6997	0.6966	0.6997	0.8365
No log	3.0638	288	0.6986	0.7107	0.6986	0.8358
No log	3.0851	290	0.6864	0.6586	0.6864	0.8285
No log	3.1064	292	0.7354	0.6413	0.7354	0.8576
No log	3.1277	294	0.8040	0.6008	0.8040	0.8966
No log	3.1489	296	0.7786	0.6141	0.7786	0.8824
No log	3.1702	298	0.6961	0.6543	0.6961	0.8343
No log	3.1915	300	0.6510	0.6818	0.6510	0.8068
No log	3.2128	302	0.6524	0.6966	0.6524	0.8077
No log	3.2340	304	0.6513	0.6941	0.6513	0.8070
No log	3.2553	306	0.6478	0.7088	0.6478	0.8049
No log	3.2766	308	0.6610	0.7134	0.6610	0.8130
No log	3.2979	310	0.6538	0.7008	0.6538	0.8086
No log	3.3191	312	0.6398	0.6993	0.6398	0.7999
No log	3.3404	314	0.6794	0.7160	0.6794	0.8243
No log	3.3617	316	0.7039	0.6706	0.7039	0.8390
No log	3.3830	318	0.7146	0.6688	0.7146	0.8453
No log	3.4043	320	0.7081	0.6669	0.7081	0.8415
No log	3.4255	322	0.6666	0.6736	0.6666	0.8165
No log	3.4468	324	0.6498	0.7042	0.6498	0.8061
No log	3.4681	326	0.6736	0.6603	0.6736	0.8207
No log	3.4894	328	0.7001	0.6774	0.7001	0.8367
No log	3.5106	330	0.6868	0.7097	0.6868	0.8287
No log	3.5319	332	0.6829	0.7162	0.6829	0.8264
No log	3.5532	334	0.6777	0.7348	0.6777	0.8232
No log	3.5745	336	0.7316	0.7079	0.7316	0.8553
No log	3.5957	338	0.7557	0.6741	0.7557	0.8693
No log	3.6170	340	0.7435	0.6716	0.7435	0.8623
No log	3.6383	342	0.7032	0.7171	0.7032	0.8386
No log	3.6596	344	0.6518	0.7193	0.6518	0.8073
No log	3.6809	346	0.6559	0.6969	0.6559	0.8099
No log	3.7021	348	0.6580	0.6956	0.6580	0.8112
No log	3.7234	350	0.6492	0.7154	0.6492	0.8058
No log	3.7447	352	0.6720	0.7301	0.6720	0.8198
No log	3.7660	354	0.7533	0.6764	0.7533	0.8679
No log	3.7872	356	0.8300	0.6275	0.8300	0.9111
No log	3.8085	358	0.8449	0.6026	0.8449	0.9192
No log	3.8298	360	0.7904	0.6302	0.7904	0.8890
No log	3.8511	362	0.7490	0.6961	0.7490	0.8655
No log	3.8723	364	0.6886	0.6997	0.6886	0.8298
No log	3.8936	366	0.6802	0.6767	0.6802	0.8247
No log	3.9149	368	0.6966	0.6743	0.6966	0.8346
No log	3.9362	370	0.7180	0.6605	0.7180	0.8474
No log	3.9574	372	0.7304	0.6527	0.7304	0.8546
No log	3.9787	374	0.7208	0.6995	0.7208	0.8490
No log	4.0	376	0.7093	0.6930	0.7093	0.8422
No log	4.0213	378	0.7205	0.6999	0.7205	0.8488
No log	4.0426	380	0.7340	0.7057	0.7340	0.8568
No log	4.0638	382	0.7327	0.7016	0.7327	0.8560
No log	4.0851	384	0.7111	0.6999	0.7111	0.8433
No log	4.1064	386	0.6881	0.6906	0.6881	0.8295
No log	4.1277	388	0.6842	0.6961	0.6842	0.8271
No log	4.1489	390	0.6958	0.6907	0.6958	0.8342
No log	4.1702	392	0.6936	0.7002	0.6936	0.8328
No log	4.1915	394	0.6907	0.6593	0.6907	0.8311
No log	4.2128	396	0.6760	0.6769	0.6760	0.8222
No log	4.2340	398	0.6773	0.6897	0.6773	0.8230
No log	4.2553	400	0.6972	0.7009	0.6972	0.8350
No log	4.2766	402	0.7119	0.7070	0.7119	0.8437
No log	4.2979	404	0.7287	0.7242	0.7287	0.8536
No log	4.3191	406	0.7335	0.7167	0.7335	0.8565
No log	4.3404	408	0.7612	0.6937	0.7612	0.8725
No log	4.3617	410	0.7789	0.6779	0.7789	0.8826
No log	4.3830	412	0.8136	0.6533	0.8136	0.9020
No log	4.4043	414	0.8072	0.6507	0.8072	0.8985
No log	4.4255	416	0.7427	0.7062	0.7427	0.8618
No log	4.4468	418	0.6774	0.7411	0.6774	0.8230
No log	4.4681	420	0.6546	0.7035	0.6546	0.8091
No log	4.4894	422	0.6469	0.6881	0.6469	0.8043
No log	4.5106	424	0.6311	0.6866	0.6311	0.7944
No log	4.5319	426	0.6180	0.6972	0.6180	0.7861
No log	4.5532	428	0.6182	0.6858	0.6182	0.7862
No log	4.5745	430	0.6314	0.6708	0.6314	0.7946
No log	4.5957	432	0.6559	0.6528	0.6559	0.8099
No log	4.6170	434	0.6734	0.6433	0.6734	0.8206
No log	4.6383	436	0.7009	0.6439	0.7009	0.8372
No log	4.6596	438	0.6996	0.6685	0.6996	0.8364
No log	4.6809	440	0.6984	0.6964	0.6984	0.8357
No log	4.7021	442	0.7076	0.7115	0.7076	0.8412
No log	4.7234	444	0.7179	0.7191	0.7179	0.8473
No log	4.7447	446	0.7070	0.7092	0.7070	0.8408
No log	4.7660	448	0.7034	0.6530	0.7034	0.8387
No log	4.7872	450	0.7260	0.6404	0.7260	0.8520
No log	4.8085	452	0.7417	0.6242	0.7417	0.8612
No log	4.8298	454	0.7269	0.6249	0.7269	0.8526
No log	4.8511	456	0.7158	0.6503	0.7158	0.8460
No log	4.8723	458	0.7010	0.6391	0.7010	0.8372
No log	4.8936	460	0.7073	0.6915	0.7073	0.8410
No log	4.9149	462	0.7204	0.6725	0.7204	0.8488
No log	4.9362	464	0.7296	0.6752	0.7296	0.8541
No log	4.9574	466	0.7259	0.6835	0.7259	0.8520
No log	4.9787	468	0.7144	0.6990	0.7144	0.8452
No log	5.0	470	0.7035	0.6456	0.7035	0.8387
No log	5.0213	472	0.7122	0.6474	0.7122	0.8439
No log	5.0426	474	0.7126	0.6530	0.7126	0.8441
No log	5.0638	476	0.7061	0.6441	0.7061	0.8403
No log	5.0851	478	0.7140	0.6486	0.7140	0.8450
No log	5.1064	480	0.7292	0.6743	0.7292	0.8539
No log	5.1277	482	0.7626	0.6892	0.7626	0.8733
No log	5.1489	484	0.7752	0.6700	0.7752	0.8805
No log	5.1702	486	0.7698	0.6625	0.7698	0.8774
No log	5.1915	488	0.7769	0.6509	0.7769	0.8814
No log	5.2128	490	0.7858	0.6572	0.7858	0.8864
No log	5.2340	492	0.7788	0.6638	0.7788	0.8825
No log	5.2553	494	0.7762	0.6572	0.7762	0.8810
No log	5.2766	496	0.7846	0.6635	0.7846	0.8858
No log	5.2979	498	0.7980	0.6508	0.7980	0.8933
0.4043	5.3191	500	0.8064	0.6572	0.8064	0.8980
0.4043	5.3404	502	0.7972	0.6572	0.7972	0.8929
0.4043	5.3617	504	0.7522	0.6796	0.7522	0.8673
0.4043	5.3830	506	0.7121	0.6994	0.7121	0.8439
0.4043	5.4043	508	0.6963	0.7046	0.6963	0.8345
0.4043	5.4255	510	0.6894	0.6859	0.6894	0.8303
0.4043	5.4468	512	0.6755	0.6806	0.6755	0.8219
0.4043	5.4681	514	0.6682	0.6588	0.6682	0.8174
0.4043	5.4894	516	0.6722	0.6953	0.6722	0.8199
0.4043	5.5106	518	0.6826	0.6978	0.6826	0.8262
0.4043	5.5319	520	0.6934	0.7056	0.6934	0.8327
0.4043	5.5532	522	0.6943	0.6891	0.6943	0.8333
0.4043	5.5745	524	0.6999	0.6783	0.6999	0.8366
0.4043	5.5957	526	0.7085	0.6741	0.7085	0.8417
0.4043	5.6170	528	0.7151	0.6748	0.7151	0.8456
0.4043	5.6383	530	0.7266	0.6582	0.7266	0.8524
0.4043	5.6596	532	0.7344	0.6639	0.7344	0.8570
0.4043	5.6809	534	0.7450	0.6612	0.7450	0.8631
0.4043	5.7021	536	0.7532	0.6816	0.7532	0.8679
0.4043	5.7234	538	0.7588	0.6720	0.7588	0.8711
0.4043	5.7447	540	0.7570	0.6935	0.7570	0.8700
0.4043	5.7660	542	0.7535	0.6911	0.7535	0.8680
0.4043	5.7872	544	0.7466	0.6911	0.7466	0.8640
0.4043	5.8085	546	0.7479	0.6946	0.7479	0.8648
0.4043	5.8298	548	0.7551	0.7024	0.7551	0.8690
0.4043	5.8511	550	0.7719	0.6925	0.7719	0.8786
0.4043	5.8723	552	0.7810	0.6831	0.7810	0.8837
0.4043	5.8936	554	0.7871	0.6655	0.7871	0.8872
0.4043	5.9149	556	0.7742	0.6890	0.7742	0.8799
0.4043	5.9362	558	0.7442	0.6909	0.7442	0.8627
0.4043	5.9574	560	0.7297	0.6936	0.7297	0.8542
0.4043	5.9787	562	0.7394	0.6429	0.7394	0.8599
0.4043	6.0	564	0.7489	0.6392	0.7489	0.8654
0.4043	6.0213	566	0.7470	0.6400	0.7470	0.8643
0.4043	6.0426	568	0.7346	0.6526	0.7346	0.8571
0.4043	6.0638	570	0.7238	0.6461	0.7238	0.8508
0.4043	6.0851	572	0.7141	0.6658	0.7141	0.8451
0.4043	6.1064	574	0.7141	0.6751	0.7141	0.8450
0.4043	6.1277	576	0.7099	0.6658	0.7099	0.8426
0.4043	6.1489	578	0.7118	0.6725	0.7118	0.8437
0.4043	6.1702	580	0.7111	0.6475	0.7111	0.8433
0.4043	6.1915	582	0.7111	0.6480	0.7111	0.8433
0.4043	6.2128	584	0.7017	0.6546	0.7017	0.8376
0.4043	6.2340	586	0.6942	0.6741	0.6942	0.8332
0.4043	6.2553	588	0.6973	0.6760	0.6973	0.8350
0.4043	6.2766	590	0.6975	0.6741	0.6975	0.8352
0.4043	6.2979	592	0.6978	0.6787	0.6978	0.8354
0.4043	6.3191	594	0.6971	0.6760	0.6971	0.8349
0.4043	6.3404	596	0.6878	0.6694	0.6878	0.8294
0.4043	6.3617	598	0.6844	0.6694	0.6844	0.8273
0.4043	6.3830	600	0.6877	0.6812	0.6877	0.8293
0.4043	6.4043	602	0.6944	0.6755	0.6944	0.8333
0.4043	6.4255	604	0.7004	0.6737	0.7004	0.8369
0.4043	6.4468	606	0.7109	0.6787	0.7109	0.8432
0.4043	6.4681	608	0.7240	0.6706	0.7240	0.8509
0.4043	6.4894	610	0.7264	0.6706	0.7264	0.8523
0.4043	6.5106	612	0.7314	0.6896	0.7314	0.8552
0.4043	6.5319	614	0.7296	0.6902	0.7296	0.8542
0.4043	6.5532	616	0.7289	0.6989	0.7289	0.8538
0.4043	6.5745	618	0.7239	0.6873	0.7239	0.8508
0.4043	6.5957	620	0.7188	0.6873	0.7188	0.8478
0.4043	6.6170	622	0.7195	0.6821	0.7195	0.8483
0.4043	6.6383	624	0.7264	0.6795	0.7264	0.8523
0.4043	6.6596	626	0.7404	0.6964	0.7404	0.8605
0.4043	6.6809	628	0.7487	0.7007	0.7487	0.8653
0.4043	6.7021	630	0.7543	0.6971	0.7543	0.8685
0.4043	6.7234	632	0.7577	0.7015	0.7577	0.8705
0.4043	6.7447	634	0.7646	0.6797	0.7646	0.8744
0.4043	6.7660	636	0.7600	0.6761	0.7600	0.8718
0.4043	6.7872	638	0.7477	0.6998	0.7477	0.8647
0.4043	6.8085	640	0.7381	0.6990	0.7381	0.8591
0.4043	6.8298	642	0.7315	0.6990	0.7315	0.8553
0.4043	6.8511	644	0.7243	0.6998	0.7243	0.8511
0.4043	6.8723	646	0.7252	0.6698	0.7252	0.8516
0.4043	6.8936	648	0.7313	0.6778	0.7313	0.8551
0.4043	6.9149	650	0.7323	0.6594	0.7323	0.8558
0.4043	6.9362	652	0.7191	0.6450	0.7191	0.8480
0.4043	6.9574	654	0.7051	0.6681	0.7051	0.8397
0.4043	6.9787	656	0.7013	0.6634	0.7013	0.8375
0.4043	7.0	658	0.7147	0.6496	0.7147	0.8454
0.4043	7.0213	660	0.7387	0.6880	0.7387	0.8595
0.4043	7.0426	662	0.7558	0.6725	0.7558	0.8694
0.4043	7.0638	664	0.7619	0.6788	0.7619	0.8728
0.4043	7.0851	666	0.7640	0.6690	0.7640	0.8741
0.4043	7.1064	668	0.7587	0.6832	0.7587	0.8710
0.4043	7.1277	670	0.7500	0.6719	0.7500	0.8660
0.4043	7.1489	672	0.7480	0.6700	0.7480	0.8649
0.4043	7.1702	674	0.7400	0.6710	0.7400	0.8602
0.4043	7.1915	676	0.7284	0.6983	0.7284	0.8535
0.4043	7.2128	678	0.7159	0.6884	0.7159	0.8461
0.4043	7.2340	680	0.7049	0.6890	0.7049	0.8396
0.4043	7.2553	682	0.6990	0.6844	0.6990	0.8361
0.4043	7.2766	684	0.6956	0.6610	0.6956	0.8340
0.4043	7.2979	686	0.6936	0.6705	0.6936	0.8328
0.4043	7.3191	688	0.6957	0.6790	0.6957	0.8341
0.4043	7.3404	690	0.6981	0.6737	0.6981	0.8356
0.4043	7.3617	692	0.6936	0.6790	0.6936	0.8328
0.4043	7.3830	694	0.6853	0.6695	0.6853	0.8278
0.4043	7.4043	696	0.6831	0.6645	0.6831	0.8265
0.4043	7.4255	698	0.6997	0.6854	0.6997	0.8365
0.4043	7.4468	700	0.7176	0.6886	0.7176	0.8471
0.4043	7.4681	702	0.7192	0.6783	0.7192	0.8481
0.4043	7.4894	704	0.7121	0.6850	0.7121	0.8439
0.4043	7.5106	706	0.7131	0.6850	0.7131	0.8445
0.4043	7.5319	708	0.7175	0.6782	0.7175	0.8471
0.4043	7.5532	710	0.7331	0.6713	0.7331	0.8562
0.4043	7.5745	712	0.7523	0.6857	0.7523	0.8674
0.4043	7.5957	714	0.7606	0.6857	0.7606	0.8721
0.4043	7.6170	716	0.7583	0.6814	0.7583	0.8708
0.4043	7.6383	718	0.7606	0.6717	0.7606	0.8721
0.4043	7.6596	720	0.7544	0.6924	0.7544	0.8685
0.4043	7.6809	722	0.7486	0.6861	0.7486	0.8652
0.4043	7.7021	724	0.7349	0.6734	0.7349	0.8573
0.4043	7.7234	726	0.7203	0.6958	0.7203	0.8487
0.4043	7.7447	728	0.7095	0.6760	0.7095	0.8423
0.4043	7.7660	730	0.7054	0.6535	0.7054	0.8399
0.4043	7.7872	732	0.7085	0.6625	0.7085	0.8417
0.4043	7.8085	734	0.7132	0.6760	0.7132	0.8445
0.4043	7.8298	736	0.7149	0.6958	0.7149	0.8455
0.4043	7.8511	738	0.7134	0.6692	0.7134	0.8446
0.4043	7.8723	740	0.7143	0.6625	0.7143	0.8452
0.4043	7.8936	742	0.7127	0.6625	0.7127	0.8442
0.4043	7.9149	744	0.7111	0.6431	0.7111	0.8433
0.4043	7.9362	746	0.7098	0.6574	0.7098	0.8425
0.4043	7.9574	748	0.7113	0.6605	0.7113	0.8434
0.4043	7.9787	750	0.7159	0.6605	0.7159	0.8461
0.4043	8.0	752	0.7222	0.6893	0.7222	0.8498
0.4043	8.0213	754	0.7269	0.6958	0.7269	0.8526
0.4043	8.0426	756	0.7313	0.7022	0.7313	0.8552
0.4043	8.0638	758	0.7242	0.6827	0.7242	0.8510
0.4043	8.0851	760	0.7207	0.6674	0.7207	0.8489
0.4043	8.1064	762	0.7154	0.6623	0.7154	0.8458
0.4043	8.1277	764	0.7095	0.6526	0.7095	0.8423
0.4043	8.1489	766	0.7053	0.6362	0.7053	0.8398
0.4043	8.1702	768	0.7046	0.6262	0.7046	0.8394
0.4043	8.1915	770	0.7077	0.6418	0.7077	0.8413
0.4043	8.2128	772	0.7123	0.6386	0.7123	0.8440
0.4043	8.2340	774	0.7127	0.6603	0.7127	0.8442
0.4043	8.2553	776	0.7182	0.6559	0.7182	0.8475
0.4043	8.2766	778	0.7251	0.6906	0.7251	0.8515
0.4043	8.2979	780	0.7309	0.7106	0.7309	0.8549
0.4043	8.3191	782	0.7270	0.7065	0.7270	0.8526
0.4043	8.3404	784	0.7232	0.7085	0.7232	0.8504
0.4043	8.3617	786	0.7211	0.7022	0.7211	0.8492
0.4043	8.3830	788	0.7109	0.6958	0.7109	0.8431
0.4043	8.4043	790	0.7074	0.6893	0.7074	0.8411
0.4043	8.4255	792	0.7131	0.7022	0.7131	0.8445
0.4043	8.4468	794	0.7257	0.6835	0.7257	0.8519
0.4043	8.4681	796	0.7348	0.6840	0.7348	0.8572
0.4043	8.4894	798	0.7356	0.6899	0.7356	0.8577
0.4043	8.5106	800	0.7354	0.6899	0.7354	0.8576
0.4043	8.5319	802	0.7349	0.6899	0.7349	0.8573
0.4043	8.5532	804	0.7286	0.7022	0.7286	0.8536
0.4043	8.5745	806	0.7204	0.6958	0.7204	0.8488
0.4043	8.5957	808	0.7144	0.6893	0.7144	0.8452
0.4043	8.6170	810	0.7145	0.6893	0.7145	0.8453
0.4043	8.6383	812	0.7157	0.6958	0.7157	0.8460
0.4043	8.6596	814	0.7131	0.6893	0.7131	0.8444
0.4043	8.6809	816	0.7090	0.6760	0.7090	0.8420
0.4043	8.7021	818	0.7054	0.6760	0.7054	0.8399
0.4043	8.7234	820	0.7054	0.6760	0.7054	0.8399
0.4043	8.7447	822	0.7117	0.6827	0.7117	0.8436
0.4043	8.7660	824	0.7245	0.6835	0.7245	0.8512
0.4043	8.7872	826	0.7377	0.6763	0.7377	0.8589
0.4043	8.8085	828	0.7490	0.6802	0.7490	0.8654
0.4043	8.8298	830	0.7463	0.6737	0.7463	0.8639
0.4043	8.8511	832	0.7365	0.6835	0.7365	0.8582
0.4043	8.8723	834	0.7238	0.6835	0.7238	0.8508
0.4043	8.8936	836	0.7138	0.6605	0.7138	0.8449
0.4043	8.9149	838	0.7086	0.6605	0.7086	0.8418
0.4043	8.9362	840	0.7062	0.6605	0.7062	0.8404
0.4043	8.9574	842	0.7061	0.6605	0.7061	0.8403
0.4043	8.9787	844	0.7072	0.6605	0.7072	0.8410
0.4043	9.0	846	0.7092	0.6605	0.7092	0.8422
0.4043	9.0213	848	0.7106	0.6605	0.7106	0.8430
0.4043	9.0426	850	0.7113	0.6605	0.7113	0.8434
0.4043	9.0638	852	0.7111	0.6509	0.7111	0.8432
0.4043	9.0851	854	0.7109	0.6663	0.7109	0.8431
0.4043	9.1064	856	0.7095	0.6470	0.7095	0.8423
0.4043	9.1277	858	0.7085	0.6574	0.7085	0.8417
0.4043	9.1489	860	0.7079	0.6729	0.7079	0.8413
0.4043	9.1702	862	0.7086	0.6730	0.7086	0.8418
0.4043	9.1915	864	0.7115	0.6796	0.7115	0.8435
0.4043	9.2128	866	0.7127	0.6796	0.7127	0.8442
0.4043	9.2340	868	0.7133	0.6796	0.7133	0.8446
0.4043	9.2553	870	0.7115	0.6796	0.7115	0.8435
0.4043	9.2766	872	0.7112	0.6796	0.7112	0.8433
0.4043	9.2979	874	0.7085	0.6796	0.7085	0.8417
0.4043	9.3191	876	0.7044	0.6842	0.7044	0.8393
0.4043	9.3404	878	0.7010	0.6777	0.7010	0.8373
0.4043	9.3617	880	0.6991	0.6842	0.6991	0.8361
0.4043	9.3830	882	0.6976	0.6888	0.6976	0.8352
0.4043	9.4043	884	0.6974	0.6888	0.6974	0.8351
0.4043	9.4255	886	0.6973	0.6842	0.6973	0.8351
0.4043	9.4468	888	0.6990	0.6804	0.6990	0.8361
0.4043	9.4681	890	0.7011	0.6842	0.7011	0.8373
0.4043	9.4894	892	0.7035	0.6907	0.7035	0.8387
0.4043	9.5106	894	0.7055	0.6861	0.7055	0.8399
0.4043	9.5319	896	0.7073	0.6861	0.7073	0.8410
0.4043	9.5532	898	0.7074	0.6861	0.7074	0.8411
0.4043	9.5745	900	0.7077	0.6958	0.7077	0.8412
0.4043	9.5957	902	0.7073	0.6958	0.7073	0.8410
0.4043	9.6170	904	0.7071	0.6861	0.7071	0.8409
0.4043	9.6383	906	0.7087	0.6861	0.7087	0.8418
0.4043	9.6596	908	0.7088	0.6861	0.7088	0.8419
0.4043	9.6809	910	0.7086	0.6861	0.7086	0.8418
0.4043	9.7021	912	0.7086	0.6861	0.7086	0.8418
0.4043	9.7234	914	0.7087	0.6958	0.7087	0.8418
0.4043	9.7447	916	0.7085	0.6958	0.7085	0.8417
0.4043	9.7660	918	0.7092	0.6958	0.7092	0.8421
0.4043	9.7872	920	0.7102	0.6958	0.7102	0.8427
0.4043	9.8085	922	0.7112	0.6958	0.7112	0.8433
0.4043	9.8298	924	0.7117	0.6958	0.7117	0.8436
0.4043	9.8511	926	0.7119	0.6958	0.7119	0.8437
0.4043	9.8723	928	0.7121	0.6958	0.7121	0.8439
0.4043	9.8936	930	0.7125	0.6958	0.7125	0.8441
0.4043	9.9149	932	0.7124	0.6958	0.7124	0.8440
0.4043	9.9362	934	0.7121	0.6958	0.7121	0.8439
0.4043	9.9574	936	0.7118	0.6958	0.7118	0.8437
0.4043	9.9787	938	0.7115	0.6958	0.7115	0.8435
0.4043	10.0	940	0.7114	0.6958	0.7114	0.8435

Framework versions

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