ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k18_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: 0.6882
• Qwk: 0.6750
• Mse: 0.6882
• Rmse: 0.8296

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	0.0179	2	5.4095	-0.0085	5.4095	2.3258
No log	0.0357	4	3.5005	0.0458	3.5005	1.8710
No log	0.0536	6	2.1528	0.0549	2.1528	1.4673
No log	0.0714	8	1.7330	0.0345	1.7330	1.3164
No log	0.0893	10	1.7128	-0.0193	1.7128	1.3087
No log	0.1071	12	2.1969	0.0394	2.1969	1.4822
No log	0.125	14	1.6716	0.0294	1.6716	1.2929
No log	0.1429	16	1.2669	0.1939	1.2669	1.1256
No log	0.1607	18	1.2551	0.3155	1.2551	1.1203
No log	0.1786	20	1.3298	0.0913	1.3298	1.1532
No log	0.1964	22	1.3924	0.0329	1.3924	1.1800
No log	0.2143	24	1.2476	0.2115	1.2476	1.1170
No log	0.2321	26	1.0847	0.4149	1.0847	1.0415
No log	0.25	28	1.0606	0.4251	1.0606	1.0299
No log	0.2679	30	1.1154	0.3482	1.1154	1.0561
No log	0.2857	32	1.3471	0.1423	1.3471	1.1606
No log	0.3036	34	1.8964	0.1538	1.8964	1.3771
No log	0.3214	36	2.4512	0.1907	2.4512	1.5656
No log	0.3393	38	2.4127	0.2049	2.4127	1.5533
No log	0.3571	40	2.2665	0.2124	2.2665	1.5055
No log	0.375	42	1.9524	0.1846	1.9524	1.3973
No log	0.3929	44	1.4025	0.2798	1.4025	1.1843
No log	0.4107	46	1.0858	0.3116	1.0858	1.0420
No log	0.4286	48	1.0092	0.3708	1.0092	1.0046
No log	0.4464	50	1.1403	0.3240	1.1403	1.0679
No log	0.4643	52	1.4413	0.3214	1.4413	1.2005
No log	0.4821	54	1.8450	0.3515	1.8450	1.3583
No log	0.5	56	1.8107	0.3605	1.8107	1.3456
No log	0.5179	58	1.4938	0.3400	1.4938	1.2222
No log	0.5357	60	1.0665	0.4343	1.0665	1.0327
No log	0.5536	62	0.8712	0.4769	0.8712	0.9334
No log	0.5714	64	0.8651	0.4731	0.8651	0.9301
No log	0.5893	66	0.8582	0.4094	0.8582	0.9264
No log	0.6071	68	0.8733	0.4940	0.8733	0.9345
No log	0.625	70	0.9381	0.4949	0.9381	0.9686
No log	0.6429	72	1.0884	0.3902	1.0884	1.0433
No log	0.6607	74	1.1904	0.3518	1.1904	1.0911
No log	0.6786	76	1.4620	0.3509	1.4620	1.2091
No log	0.6964	78	1.9701	0.3116	1.9701	1.4036
No log	0.7143	80	1.6889	0.3469	1.6889	1.2996
No log	0.7321	82	1.2512	0.4155	1.2512	1.1186
No log	0.75	84	1.0262	0.5354	1.0262	1.0130
No log	0.7679	86	0.8716	0.5772	0.8716	0.9336
No log	0.7857	88	0.9269	0.5786	0.9269	0.9627
No log	0.8036	90	0.8983	0.5961	0.8983	0.9478
No log	0.8214	92	0.9794	0.5065	0.9794	0.9897
No log	0.8393	94	1.1359	0.3999	1.1359	1.0658
No log	0.8571	96	1.0303	0.4796	1.0303	1.0150
No log	0.875	98	0.9168	0.5437	0.9168	0.9575
No log	0.8929	100	0.8445	0.5622	0.8445	0.9189
No log	0.9107	102	0.8309	0.5938	0.8309	0.9115
No log	0.9286	104	0.7896	0.5784	0.7896	0.8886
No log	0.9464	106	0.8142	0.5859	0.8142	0.9023
No log	0.9643	108	0.7798	0.5729	0.7798	0.8830
No log	0.9821	110	0.8022	0.5745	0.8022	0.8957
No log	1.0	112	0.7584	0.5975	0.7584	0.8709
No log	1.0179	114	0.7841	0.6041	0.7841	0.8855
No log	1.0357	116	0.8575	0.5853	0.8575	0.9260
No log	1.0536	118	0.9314	0.5425	0.9314	0.9651
No log	1.0714	120	0.8043	0.6208	0.8043	0.8968
No log	1.0893	122	0.8114	0.6220	0.8114	0.9008
No log	1.1071	124	0.7916	0.6281	0.7916	0.8897
No log	1.125	126	0.7642	0.6393	0.7642	0.8742
No log	1.1429	128	0.7711	0.6411	0.7711	0.8781
No log	1.1607	130	0.7282	0.6271	0.7282	0.8533
No log	1.1786	132	0.7147	0.5939	0.7147	0.8454
No log	1.1964	134	0.7057	0.6373	0.7057	0.8400
No log	1.2143	136	0.7168	0.6235	0.7168	0.8467
No log	1.2321	138	0.8005	0.6381	0.8005	0.8947
No log	1.25	140	0.7778	0.6168	0.7778	0.8819
No log	1.2679	142	0.8078	0.5867	0.8078	0.8988
No log	1.2857	144	0.8756	0.5820	0.8756	0.9357
No log	1.3036	146	0.8604	0.5950	0.8604	0.9276
No log	1.3214	148	0.9063	0.5681	0.9063	0.9520
No log	1.3393	150	1.1295	0.5278	1.1295	1.0628
No log	1.3571	152	1.3356	0.4429	1.3356	1.1557
No log	1.375	154	1.8164	0.3729	1.8164	1.3477
No log	1.3929	156	1.5472	0.4118	1.5472	1.2439
No log	1.4107	158	0.8680	0.6068	0.8680	0.9316
No log	1.4286	160	0.7128	0.6480	0.7128	0.8443
No log	1.4464	162	0.7643	0.6347	0.7643	0.8742
No log	1.4643	164	0.6770	0.6953	0.6770	0.8228
No log	1.4821	166	0.6429	0.6546	0.6429	0.8018
No log	1.5	168	0.6587	0.6518	0.6587	0.8116
No log	1.5179	170	0.6343	0.6469	0.6343	0.7964
No log	1.5357	172	0.6870	0.6451	0.6870	0.8289
No log	1.5536	174	0.7775	0.6273	0.7775	0.8818
No log	1.5714	176	0.7771	0.5624	0.7771	0.8816
No log	1.5893	178	0.7083	0.6531	0.7083	0.8416
No log	1.6071	180	0.6782	0.6240	0.6782	0.8235
No log	1.625	182	0.6999	0.6783	0.6999	0.8366
No log	1.6429	184	0.7388	0.6654	0.7388	0.8595
No log	1.6607	186	0.7178	0.6598	0.7178	0.8472
No log	1.6786	188	0.6812	0.6793	0.6812	0.8254
No log	1.6964	190	0.6579	0.6827	0.6579	0.8111
No log	1.7143	192	0.6558	0.6933	0.6558	0.8098
No log	1.7321	194	0.6384	0.7165	0.6384	0.7990
No log	1.75	196	0.6373	0.7118	0.6373	0.7983
No log	1.7679	198	0.6547	0.6809	0.6547	0.8092
No log	1.7857	200	0.6920	0.6735	0.6920	0.8319
No log	1.8036	202	0.6658	0.6663	0.6658	0.8160
No log	1.8214	204	0.6244	0.6463	0.6244	0.7902
No log	1.8393	206	0.6133	0.6651	0.6133	0.7831
No log	1.8571	208	0.6194	0.6646	0.6194	0.7870
No log	1.875	210	0.6282	0.6642	0.6282	0.7926
No log	1.8929	212	0.6415	0.6869	0.6415	0.8010
No log	1.9107	214	0.6622	0.6791	0.6622	0.8138
No log	1.9286	216	0.6884	0.6925	0.6884	0.8297
No log	1.9464	218	0.7138	0.6642	0.7138	0.8448
No log	1.9643	220	0.6853	0.6774	0.6853	0.8278
No log	1.9821	222	0.6674	0.6737	0.6674	0.8169
No log	2.0	224	0.6429	0.6844	0.6429	0.8018
No log	2.0179	226	0.6295	0.7160	0.6295	0.7934
No log	2.0357	228	0.6203	0.7061	0.6203	0.7876
No log	2.0536	230	0.6126	0.7094	0.6126	0.7827
No log	2.0714	232	0.6395	0.7111	0.6395	0.7997
No log	2.0893	234	0.6301	0.7050	0.6301	0.7938
No log	2.1071	236	0.6074	0.7043	0.6074	0.7794
No log	2.125	238	0.6029	0.7142	0.6029	0.7765
No log	2.1429	240	0.6032	0.7262	0.6032	0.7767
No log	2.1607	242	0.6257	0.7072	0.6257	0.7910
No log	2.1786	244	0.6890	0.6965	0.6890	0.8301
No log	2.1964	246	0.7269	0.6641	0.7269	0.8526
No log	2.2143	248	0.6936	0.6924	0.6936	0.8328
No log	2.2321	250	0.6638	0.7035	0.6638	0.8148
No log	2.25	252	0.6496	0.7023	0.6496	0.8060
No log	2.2679	254	0.6271	0.6895	0.6271	0.7919
No log	2.2857	256	0.6304	0.6817	0.6304	0.7940
No log	2.3036	258	0.6337	0.6722	0.6337	0.7960
No log	2.3214	260	0.6546	0.6899	0.6546	0.8091
No log	2.3393	262	0.7236	0.6382	0.7236	0.8506
No log	2.3571	264	0.6892	0.6872	0.6892	0.8302
No log	2.375	266	0.6510	0.6906	0.6510	0.8068
No log	2.3929	268	0.6693	0.7075	0.6693	0.8181
No log	2.4107	270	0.6671	0.7265	0.6671	0.8167
No log	2.4286	272	0.7035	0.6764	0.7035	0.8388
No log	2.4464	274	0.8343	0.6029	0.8343	0.9134
No log	2.4643	276	0.8025	0.6166	0.8025	0.8958
No log	2.4821	278	0.6830	0.6824	0.6830	0.8264
No log	2.5	280	0.6432	0.6734	0.6432	0.8020
No log	2.5179	282	0.6929	0.6786	0.6929	0.8324
No log	2.5357	284	0.6822	0.6699	0.6822	0.8260
No log	2.5536	286	0.6447	0.7327	0.6447	0.8029
No log	2.5714	288	0.6896	0.7064	0.6896	0.8304
No log	2.5893	290	0.7495	0.6487	0.7495	0.8657
No log	2.6071	292	0.7063	0.6892	0.7063	0.8404
No log	2.625	294	0.6393	0.7174	0.6393	0.7996
No log	2.6429	296	0.6476	0.6892	0.6476	0.8047
No log	2.6607	298	0.7131	0.6304	0.7131	0.8444
No log	2.6786	300	0.6955	0.6439	0.6955	0.8339
No log	2.6964	302	0.6474	0.6696	0.6474	0.8046
No log	2.7143	304	0.7301	0.6536	0.7301	0.8544
No log	2.7321	306	0.9607	0.5503	0.9607	0.9802
No log	2.75	308	1.0458	0.5335	1.0458	1.0227
No log	2.7679	310	0.9357	0.5587	0.9357	0.9673
No log	2.7857	312	0.7378	0.6337	0.7378	0.8589
No log	2.8036	314	0.6424	0.6914	0.6424	0.8015
No log	2.8214	316	0.6268	0.7154	0.6268	0.7917
No log	2.8393	318	0.6355	0.7206	0.6355	0.7972
No log	2.8571	320	0.6439	0.7183	0.6439	0.8024
No log	2.875	322	0.6300	0.7226	0.6300	0.7937
No log	2.8929	324	0.6504	0.7165	0.6504	0.8065
No log	2.9107	326	0.6869	0.6717	0.6869	0.8288
No log	2.9286	328	0.6653	0.6734	0.6653	0.8156
No log	2.9464	330	0.6437	0.6339	0.6437	0.8023
No log	2.9643	332	0.6563	0.6736	0.6563	0.8101
No log	2.9821	334	0.6575	0.6797	0.6575	0.8108
No log	3.0	336	0.6576	0.6870	0.6576	0.8110
No log	3.0179	338	0.6473	0.7080	0.6473	0.8045
No log	3.0357	340	0.6375	0.7249	0.6375	0.7984
No log	3.0536	342	0.6338	0.7314	0.6338	0.7961
No log	3.0714	344	0.6258	0.7111	0.6258	0.7911
No log	3.0893	346	0.6240	0.7136	0.6240	0.7899
No log	3.1071	348	0.6428	0.7196	0.6428	0.8017
No log	3.125	350	0.6316	0.7364	0.6316	0.7947
No log	3.1429	352	0.5943	0.7148	0.5943	0.7709
No log	3.1607	354	0.5875	0.7148	0.5875	0.7665
No log	3.1786	356	0.5859	0.7194	0.5859	0.7654
No log	3.1964	358	0.5874	0.7290	0.5874	0.7665
No log	3.2143	360	0.5947	0.7258	0.5947	0.7712
No log	3.2321	362	0.6169	0.7207	0.6169	0.7854
No log	3.25	364	0.6464	0.7203	0.6464	0.8040
No log	3.2679	366	0.6337	0.7226	0.6337	0.7960
No log	3.2857	368	0.6129	0.7308	0.6129	0.7829
No log	3.3036	370	0.5942	0.7270	0.5942	0.7708
No log	3.3214	372	0.6026	0.6960	0.6026	0.7763
No log	3.3393	374	0.6086	0.6994	0.6086	0.7801
No log	3.3571	376	0.6035	0.6930	0.6035	0.7768
No log	3.375	378	0.6114	0.7165	0.6114	0.7819
No log	3.3929	380	0.6280	0.7073	0.6280	0.7925
No log	3.4107	382	0.6618	0.7009	0.6618	0.8135
No log	3.4286	384	0.6776	0.6908	0.6776	0.8232
No log	3.4464	386	0.6497	0.6979	0.6497	0.8060
No log	3.4643	388	0.6409	0.7076	0.6409	0.8006
No log	3.4821	390	0.6603	0.6844	0.6603	0.8126
No log	3.5	392	0.6682	0.6501	0.6682	0.8175
No log	3.5179	394	0.6726	0.6584	0.6726	0.8201
No log	3.5357	396	0.6878	0.6536	0.6878	0.8294
No log	3.5536	398	0.6872	0.6426	0.6872	0.8290
No log	3.5714	400	0.6917	0.6212	0.6917	0.8317
No log	3.5893	402	0.7253	0.6484	0.7253	0.8516
No log	3.6071	404	0.7596	0.6243	0.7596	0.8715
No log	3.625	406	0.7656	0.6243	0.7656	0.8750
No log	3.6429	408	0.7361	0.6323	0.7361	0.8580
No log	3.6607	410	0.6830	0.7053	0.6830	0.8264
No log	3.6786	412	0.6497	0.6963	0.6497	0.8060
No log	3.6964	414	0.6805	0.7014	0.6805	0.8249
No log	3.7143	416	0.6712	0.6868	0.6712	0.8193
No log	3.7321	418	0.6311	0.6729	0.6311	0.7944
No log	3.75	420	0.6427	0.6635	0.6427	0.8017
No log	3.7679	422	0.6981	0.6518	0.6981	0.8355
No log	3.7857	424	0.6876	0.6735	0.6876	0.8292
No log	3.8036	426	0.6376	0.6742	0.6376	0.7985
No log	3.8214	428	0.6400	0.6864	0.6400	0.8000
No log	3.8393	430	0.6645	0.6868	0.6645	0.8152
No log	3.8571	432	0.7060	0.6892	0.7060	0.8402
No log	3.875	434	0.6772	0.6838	0.6772	0.8229
No log	3.8929	436	0.6314	0.6896	0.6314	0.7946
No log	3.9107	438	0.6268	0.7419	0.6268	0.7917
No log	3.9286	440	0.6485	0.7575	0.6485	0.8053
No log	3.9464	442	0.6888	0.6850	0.6888	0.8299
No log	3.9643	444	0.6734	0.6980	0.6734	0.8206
No log	3.9821	446	0.6305	0.7347	0.6305	0.7940
No log	4.0	448	0.6161	0.7351	0.6161	0.7849
No log	4.0179	450	0.6360	0.7090	0.6360	0.7975
No log	4.0357	452	0.6460	0.7185	0.6460	0.8037
No log	4.0536	454	0.6524	0.7052	0.6524	0.8077
No log	4.0714	456	0.6352	0.7264	0.6352	0.7970
No log	4.0893	458	0.6301	0.7409	0.6301	0.7938
No log	4.1071	460	0.6341	0.7354	0.6341	0.7963
No log	4.125	462	0.6437	0.7213	0.6437	0.8023
No log	4.1429	464	0.6514	0.7314	0.6514	0.8071
No log	4.1607	466	0.6529	0.7114	0.6529	0.8080
No log	4.1786	468	0.6602	0.7120	0.6602	0.8125
No log	4.1964	470	0.6604	0.7225	0.6604	0.8127
No log	4.2143	472	0.6628	0.7199	0.6628	0.8141
No log	4.2321	474	0.6758	0.7141	0.6758	0.8220
No log	4.25	476	0.6752	0.6963	0.6752	0.8217
No log	4.2679	478	0.6649	0.7175	0.6649	0.8154
No log	4.2857	480	0.6576	0.7283	0.6576	0.8109
No log	4.3036	482	0.6627	0.7315	0.6627	0.8140
No log	4.3214	484	0.7047	0.6899	0.7047	0.8395
No log	4.3393	486	0.7377	0.6472	0.7377	0.8589
No log	4.3571	488	0.7554	0.6508	0.7554	0.8691
No log	4.375	490	0.7610	0.6457	0.7610	0.8724
No log	4.3929	492	0.7280	0.6399	0.7280	0.8532
No log	4.4107	494	0.6915	0.6727	0.6915	0.8316
No log	4.4286	496	0.6775	0.6958	0.6775	0.8231
No log	4.4464	498	0.6922	0.6355	0.6922	0.8320
0.4122	4.4643	500	0.7493	0.6399	0.7493	0.8656
0.4122	4.4821	502	0.7836	0.6366	0.7836	0.8852
0.4122	4.5	504	0.7858	0.6700	0.7858	0.8865
0.4122	4.5179	506	0.7270	0.6899	0.7270	0.8527
0.4122	4.5357	508	0.7053	0.6961	0.7053	0.8398
0.4122	4.5536	510	0.7134	0.6850	0.7134	0.8447
0.4122	4.5714	512	0.7119	0.6756	0.7119	0.8438
0.4122	4.5893	514	0.6793	0.6957	0.6793	0.8242
0.4122	4.6071	516	0.6418	0.7650	0.6418	0.8011
0.4122	4.625	518	0.6338	0.7194	0.6338	0.7961
0.4122	4.6429	520	0.6443	0.6993	0.6443	0.8027
0.4122	4.6607	522	0.6359	0.7040	0.6359	0.7974
0.4122	4.6786	524	0.6285	0.7183	0.6285	0.7928
0.4122	4.6964	526	0.6542	0.7257	0.6542	0.8088
0.4122	4.7143	528	0.6894	0.6712	0.6894	0.8303
0.4122	4.7321	530	0.6876	0.6504	0.6876	0.8292
0.4122	4.75	532	0.6592	0.6904	0.6592	0.8119
0.4122	4.7679	534	0.6474	0.7031	0.6474	0.8046
0.4122	4.7857	536	0.6382	0.7152	0.6382	0.7989
0.4122	4.8036	538	0.6314	0.7328	0.6314	0.7946
0.4122	4.8214	540	0.6491	0.7336	0.6491	0.8056
0.4122	4.8393	542	0.6517	0.7271	0.6517	0.8073
0.4122	4.8571	544	0.6496	0.7285	0.6496	0.8060
0.4122	4.875	546	0.6708	0.6722	0.6708	0.8190
0.4122	4.8929	548	0.6983	0.6593	0.6983	0.8356
0.4122	4.9107	550	0.7146	0.6657	0.7146	0.8453
0.4122	4.9286	552	0.7381	0.6622	0.7381	0.8591
0.4122	4.9464	554	0.7164	0.6557	0.7164	0.8464
0.4122	4.9643	556	0.6790	0.6835	0.6790	0.8240
0.4122	4.9821	558	0.6680	0.6722	0.6680	0.8173
0.4122	5.0	560	0.6625	0.7083	0.6625	0.8139
0.4122	5.0179	562	0.6624	0.6886	0.6624	0.8139
0.4122	5.0357	564	0.6586	0.7086	0.6586	0.8115
0.4122	5.0536	566	0.6554	0.7303	0.6554	0.8096
0.4122	5.0714	568	0.6556	0.7300	0.6556	0.8097
0.4122	5.0893	570	0.6633	0.7149	0.6633	0.8144
0.4122	5.1071	572	0.6708	0.7177	0.6708	0.8191
0.4122	5.125	574	0.6885	0.6760	0.6885	0.8297
0.4122	5.1429	576	0.6987	0.6719	0.6987	0.8359
0.4122	5.1607	578	0.6792	0.6854	0.6792	0.8241
0.4122	5.1786	580	0.6633	0.7257	0.6633	0.8144
0.4122	5.1964	582	0.6582	0.7191	0.6582	0.8113
0.4122	5.2143	584	0.6564	0.7257	0.6564	0.8102
0.4122	5.2321	586	0.6495	0.7202	0.6495	0.8059
0.4122	5.25	588	0.6636	0.6982	0.6636	0.8146
0.4122	5.2679	590	0.6951	0.6512	0.6951	0.8337
0.4122	5.2857	592	0.7091	0.6497	0.7091	0.8421
0.4122	5.3036	594	0.6755	0.6836	0.6755	0.8219
0.4122	5.3214	596	0.6392	0.7134	0.6392	0.7995
0.4122	5.3393	598	0.6339	0.7305	0.6339	0.7962
0.4122	5.3571	600	0.6389	0.7127	0.6389	0.7993
0.4122	5.375	602	0.6470	0.7121	0.6470	0.8044
0.4122	5.3929	604	0.6476	0.7121	0.6476	0.8048
0.4122	5.4107	606	0.6580	0.7232	0.6580	0.8112
0.4122	5.4286	608	0.6694	0.6838	0.6694	0.8182
0.4122	5.4464	610	0.6690	0.6838	0.6690	0.8179
0.4122	5.4643	612	0.6715	0.6743	0.6715	0.8194
0.4122	5.4821	614	0.6847	0.6736	0.6847	0.8275
0.4122	5.5	616	0.7233	0.6438	0.7233	0.8505
0.4122	5.5179	618	0.7672	0.6468	0.7672	0.8759
0.4122	5.5357	620	0.7563	0.6468	0.7563	0.8697
0.4122	5.5536	622	0.7230	0.6260	0.7230	0.8503
0.4122	5.5714	624	0.6797	0.7045	0.6797	0.8244
0.4122	5.5893	626	0.6530	0.6956	0.6530	0.8081
0.4122	5.6071	628	0.6515	0.6912	0.6515	0.8071
0.4122	5.625	630	0.6691	0.7021	0.6691	0.8180
0.4122	5.6429	632	0.6702	0.6987	0.6702	0.8187
0.4122	5.6607	634	0.6613	0.7217	0.6613	0.8132
0.4122	5.6786	636	0.6679	0.7072	0.6679	0.8173
0.4122	5.6964	638	0.6923	0.7183	0.6923	0.8321
0.4122	5.7143	640	0.7140	0.6669	0.7140	0.8450
0.4122	5.7321	642	0.7113	0.6812	0.7113	0.8434
0.4122	5.75	644	0.6891	0.7133	0.6891	0.8301
0.4122	5.7679	646	0.6724	0.7275	0.6724	0.8200
0.4122	5.7857	648	0.6669	0.7061	0.6669	0.8167
0.4122	5.8036	650	0.6628	0.7104	0.6628	0.8141
0.4122	5.8214	652	0.6546	0.7275	0.6546	0.8091
0.4122	5.8393	654	0.6510	0.7291	0.6510	0.8068
0.4122	5.8571	656	0.6492	0.7247	0.6492	0.8058
0.4122	5.875	658	0.6478	0.7113	0.6478	0.8049
0.4122	5.8929	660	0.6524	0.7194	0.6524	0.8077
0.4122	5.9107	662	0.6470	0.7062	0.6470	0.8044
0.4122	5.9286	664	0.6403	0.7200	0.6403	0.8002
0.4122	5.9464	666	0.6441	0.7224	0.6441	0.8025
0.4122	5.9643	668	0.6502	0.7215	0.6502	0.8064
0.4122	5.9821	670	0.6469	0.7170	0.6469	0.8043
0.4122	6.0	672	0.6409	0.7346	0.6409	0.8005
0.4122	6.0179	674	0.6448	0.7220	0.6448	0.8030
0.4122	6.0357	676	0.6592	0.7007	0.6592	0.8119
0.4122	6.0536	678	0.6804	0.7024	0.6804	0.8249
0.4122	6.0714	680	0.6796	0.6981	0.6796	0.8244
0.4122	6.0893	682	0.6594	0.7007	0.6594	0.8120
0.4122	6.1071	684	0.6415	0.7229	0.6415	0.8009
0.4122	6.125	686	0.6324	0.7261	0.6324	0.7952
0.4122	6.1429	688	0.6343	0.7267	0.6343	0.7964
0.4122	6.1607	690	0.6378	0.7006	0.6378	0.7986
0.4122	6.1786	692	0.6534	0.6978	0.6534	0.8083
0.4122	6.1964	694	0.6916	0.6775	0.6916	0.8316
0.4122	6.2143	696	0.7081	0.6517	0.7081	0.8415
0.4122	6.2321	698	0.6865	0.6722	0.6865	0.8286
0.4122	6.25	700	0.6622	0.6760	0.6622	0.8138
0.4122	6.2679	702	0.6475	0.7094	0.6475	0.8047
0.4122	6.2857	704	0.6396	0.7108	0.6396	0.7997
0.4122	6.3036	706	0.6406	0.7108	0.6406	0.8004
0.4122	6.3214	708	0.6475	0.6885	0.6475	0.8047
0.4122	6.3393	710	0.6447	0.6773	0.6447	0.8029
0.4122	6.3571	712	0.6418	0.6773	0.6418	0.8011
0.4122	6.375	714	0.6396	0.7161	0.6396	0.7998
0.4122	6.3929	716	0.6347	0.7271	0.6347	0.7967
0.4122	6.4107	718	0.6323	0.7155	0.6323	0.7952
0.4122	6.4286	720	0.6345	0.7194	0.6345	0.7965
0.4122	6.4464	722	0.6355	0.7151	0.6355	0.7972
0.4122	6.4643	724	0.6458	0.7107	0.6458	0.8036
0.4122	6.4821	726	0.6542	0.7160	0.6542	0.8088
0.4122	6.5	728	0.6617	0.7057	0.6617	0.8135
0.4122	6.5179	730	0.6610	0.7175	0.6610	0.8130
0.4122	6.5357	732	0.6571	0.6899	0.6571	0.8106
0.4122	6.5536	734	0.6536	0.6877	0.6536	0.8085
0.4122	6.5714	736	0.6560	0.6877	0.6560	0.8099
0.4122	6.5893	738	0.6563	0.6877	0.6563	0.8101
0.4122	6.6071	740	0.6466	0.6981	0.6466	0.8041
0.4122	6.625	742	0.6455	0.6981	0.6455	0.8034
0.4122	6.6429	744	0.6518	0.6784	0.6518	0.8073
0.4122	6.6607	746	0.6508	0.6967	0.6508	0.8067
0.4122	6.6786	748	0.6493	0.7183	0.6493	0.8058
0.4122	6.6964	750	0.6530	0.7183	0.6530	0.8081
0.4122	6.7143	752	0.6624	0.7091	0.6624	0.8139
0.4122	6.7321	754	0.6680	0.7091	0.6680	0.8173
0.4122	6.75	756	0.6624	0.6958	0.6624	0.8139
0.4122	6.7679	758	0.6684	0.6815	0.6684	0.8176
0.4122	6.7857	760	0.6590	0.6671	0.6590	0.8118
0.4122	6.8036	762	0.6611	0.6800	0.6611	0.8131
0.4122	6.8214	764	0.6877	0.6866	0.6877	0.8293
0.4122	6.8393	766	0.7202	0.6649	0.7202	0.8486
0.4122	6.8571	768	0.7435	0.6714	0.7435	0.8623
0.4122	6.875	770	0.7408	0.6905	0.7408	0.8607
0.4122	6.8929	772	0.7491	0.6886	0.7491	0.8655
0.4122	6.9107	774	0.7342	0.6843	0.7342	0.8568
0.4122	6.9286	776	0.6983	0.6955	0.6983	0.8357
0.4122	6.9464	778	0.6724	0.7091	0.6724	0.8200
0.4122	6.9643	780	0.6553	0.7097	0.6553	0.8095
0.4122	6.9821	782	0.6458	0.7076	0.6458	0.8036
0.4122	7.0	784	0.6372	0.7226	0.6372	0.7982
0.4122	7.0179	786	0.6340	0.7226	0.6340	0.7962
0.4122	7.0357	788	0.6355	0.7156	0.6355	0.7972
0.4122	7.0536	790	0.6454	0.6905	0.6454	0.8034
0.4122	7.0714	792	0.6569	0.6828	0.6569	0.8105
0.4122	7.0893	794	0.6576	0.6905	0.6576	0.8109
0.4122	7.1071	796	0.6570	0.6981	0.6570	0.8105
0.4122	7.125	798	0.6456	0.6940	0.6456	0.8035
0.4122	7.1429	800	0.6341	0.7150	0.6341	0.7963
0.4122	7.1607	802	0.6281	0.7127	0.6281	0.7925
0.4122	7.1786	804	0.6294	0.7262	0.6294	0.7933
0.4122	7.1964	806	0.6327	0.7231	0.6327	0.7954
0.4122	7.2143	808	0.6398	0.7354	0.6398	0.7999
0.4122	7.2321	810	0.6602	0.7057	0.6602	0.8125
0.4122	7.25	812	0.6852	0.6992	0.6852	0.8278
0.4122	7.2679	814	0.7214	0.6997	0.7214	0.8493
0.4122	7.2857	816	0.7246	0.6997	0.7246	0.8513
0.4122	7.3036	818	0.6999	0.6894	0.6999	0.8366
0.4122	7.3214	820	0.6584	0.7152	0.6584	0.8114
0.4122	7.3393	822	0.6328	0.7212	0.6328	0.7955
0.4122	7.3571	824	0.6297	0.7185	0.6297	0.7935
0.4122	7.375	826	0.6289	0.7078	0.6289	0.7930
0.4122	7.3929	828	0.6277	0.7092	0.6277	0.7923
0.4122	7.4107	830	0.6268	0.7078	0.6268	0.7917
0.4122	7.4286	832	0.6275	0.7202	0.6275	0.7922
0.4122	7.4464	834	0.6311	0.7234	0.6311	0.7944
0.4122	7.4643	836	0.6406	0.7371	0.6406	0.8004
0.4122	7.4821	838	0.6578	0.7179	0.6578	0.8111
0.4122	7.5	840	0.6668	0.6901	0.6668	0.8166
0.4122	7.5179	842	0.6640	0.7120	0.6640	0.8148
0.4122	7.5357	844	0.6583	0.7342	0.6583	0.8113
0.4122	7.5536	846	0.6550	0.7384	0.6550	0.8093
0.4122	7.5714	848	0.6506	0.7295	0.6506	0.8066
0.4122	7.5893	850	0.6415	0.7338	0.6415	0.8010
0.4122	7.6071	852	0.6361	0.7338	0.6361	0.7975
0.4122	7.625	854	0.6281	0.7430	0.6281	0.7925
0.4122	7.6429	856	0.6273	0.7447	0.6273	0.7920
0.4122	7.6607	858	0.6256	0.7420	0.6256	0.7909
0.4122	7.6786	860	0.6231	0.7361	0.6231	0.7894
0.4122	7.6964	862	0.6256	0.7371	0.6256	0.7909
0.4122	7.7143	864	0.6322	0.7527	0.6322	0.7951
0.4122	7.7321	866	0.6438	0.7527	0.6438	0.8024
0.4122	7.75	868	0.6565	0.7067	0.6565	0.8103
0.4122	7.7679	870	0.6856	0.6917	0.6856	0.8280
0.4122	7.7857	872	0.7199	0.6769	0.7199	0.8485
0.4122	7.8036	874	0.7290	0.6689	0.7290	0.8538
0.4122	7.8214	876	0.7097	0.6910	0.7097	0.8425
0.4122	7.8393	878	0.6827	0.6961	0.6827	0.8262
0.4122	7.8571	880	0.6512	0.7269	0.6512	0.8070
0.4122	7.875	882	0.6306	0.7361	0.6306	0.7941
0.4122	7.8929	884	0.6300	0.7088	0.6300	0.7938
0.4122	7.9107	886	0.6357	0.7080	0.6357	0.7973
0.4122	7.9286	888	0.6400	0.7189	0.6400	0.8000
0.4122	7.9464	890	0.6365	0.7143	0.6365	0.7978
0.4122	7.9643	892	0.6300	0.7148	0.6300	0.7937
0.4122	7.9821	894	0.6293	0.7152	0.6293	0.7933
0.4122	8.0	896	0.6363	0.7400	0.6363	0.7977
0.4122	8.0179	898	0.6468	0.7348	0.6468	0.8042
0.4122	8.0357	900	0.6525	0.7109	0.6525	0.8078
0.4122	8.0536	902	0.6516	0.7109	0.6516	0.8072
0.4122	8.0714	904	0.6572	0.7004	0.6572	0.8107
0.4122	8.0893	906	0.6574	0.7004	0.6574	0.8108
0.4122	8.1071	908	0.6496	0.7179	0.6496	0.8060
0.4122	8.125	910	0.6412	0.7371	0.6412	0.8008
0.4122	8.1429	912	0.6348	0.7371	0.6348	0.7968
0.4122	8.1607	914	0.6329	0.7371	0.6329	0.7956
0.4122	8.1786	916	0.6299	0.7393	0.6299	0.7937
0.4122	8.1964	918	0.6300	0.7393	0.6300	0.7937
0.4122	8.2143	920	0.6335	0.7439	0.6335	0.7960
0.4122	8.2321	922	0.6369	0.7479	0.6369	0.7981
0.4122	8.25	924	0.6453	0.7479	0.6453	0.8033
0.4122	8.2679	926	0.6598	0.7067	0.6598	0.8123
0.4122	8.2857	928	0.6760	0.6844	0.6760	0.8222
0.4122	8.3036	930	0.6812	0.6844	0.6812	0.8253
0.4122	8.3214	932	0.6856	0.6844	0.6856	0.8280
0.4122	8.3393	934	0.6789	0.6844	0.6789	0.8239
0.4122	8.3571	936	0.6681	0.6796	0.6681	0.8174
0.4122	8.375	938	0.6541	0.7041	0.6541	0.8088
0.4122	8.3929	940	0.6449	0.7002	0.6449	0.8031
0.4122	8.4107	942	0.6420	0.7077	0.6420	0.8012
0.4122	8.4286	944	0.6442	0.7002	0.6442	0.8026
0.4122	8.4464	946	0.6486	0.6939	0.6486	0.8053
0.4122	8.4643	948	0.6532	0.6939	0.6532	0.8082
0.4122	8.4821	950	0.6508	0.7012	0.6508	0.8067
0.4122	8.5	952	0.6516	0.7012	0.6516	0.8072
0.4122	8.5179	954	0.6465	0.7231	0.6465	0.8041
0.4122	8.5357	956	0.6390	0.7371	0.6390	0.7994
0.4122	8.5536	958	0.6358	0.7463	0.6358	0.7973
0.4122	8.5714	960	0.6358	0.7314	0.6358	0.7973
0.4122	8.5893	962	0.6379	0.7355	0.6379	0.7987
0.4122	8.6071	964	0.6394	0.7355	0.6394	0.7996
0.4122	8.625	966	0.6400	0.7284	0.6400	0.8000
0.4122	8.6429	968	0.6440	0.7284	0.6440	0.8025
0.4122	8.6607	970	0.6512	0.6831	0.6512	0.8070
0.4122	8.6786	972	0.6543	0.6755	0.6543	0.8089
0.4122	8.6964	974	0.6532	0.6755	0.6532	0.8082
0.4122	8.7143	976	0.6499	0.6685	0.6499	0.8062
0.4122	8.7321	978	0.6489	0.6900	0.6489	0.8055
0.4122	8.75	980	0.6521	0.6685	0.6521	0.8075
0.4122	8.7679	982	0.6502	0.6823	0.6502	0.8064
0.4122	8.7857	984	0.6468	0.6900	0.6468	0.8043
0.4122	8.8036	986	0.6413	0.6963	0.6413	0.8008
0.4122	8.8214	988	0.6384	0.7087	0.6384	0.7990
0.4122	8.8393	990	0.6355	0.7046	0.6355	0.7972
0.4122	8.8571	992	0.6334	0.7046	0.6334	0.7959
0.4122	8.875	994	0.6325	0.7186	0.6325	0.7953
0.4122	8.8929	996	0.6345	0.7250	0.6345	0.7966
0.4122	8.9107	998	0.6381	0.7503	0.6381	0.7988
0.071	8.9286	1000	0.6417	0.7262	0.6417	0.8011
0.071	8.9464	1002	0.6482	0.7192	0.6482	0.8051
0.071	8.9643	1004	0.6518	0.7192	0.6518	0.8074
0.071	8.9821	1006	0.6560	0.7170	0.6560	0.8099
0.071	9.0	1008	0.6582	0.7038	0.6582	0.8113
0.071	9.0179	1010	0.6634	0.6966	0.6634	0.8145
0.071	9.0357	1012	0.6671	0.6966	0.6671	0.8168
0.071	9.0536	1014	0.6730	0.6892	0.6730	0.8204
0.071	9.0714	1016	0.6834	0.6777	0.6834	0.8267
0.071	9.0893	1018	0.6923	0.6645	0.6923	0.8320
0.071	9.1071	1020	0.6952	0.6645	0.6952	0.8338
0.071	9.125	1022	0.6924	0.6750	0.6924	0.8321
0.071	9.1429	1024	0.6844	0.6730	0.6844	0.8273
0.071	9.1607	1026	0.6793	0.6777	0.6793	0.8242
0.071	9.1786	1028	0.6751	0.6972	0.6751	0.8217
0.071	9.1964	1030	0.6718	0.6972	0.6718	0.8196
0.071	9.2143	1032	0.6710	0.6972	0.6710	0.8191
0.071	9.2321	1034	0.6710	0.6972	0.6710	0.8192
0.071	9.25	1036	0.6683	0.6972	0.6683	0.8175
0.071	9.2679	1038	0.6638	0.6892	0.6638	0.8148
0.071	9.2857	1040	0.6623	0.6892	0.6623	0.8138
0.071	9.3036	1042	0.6646	0.6993	0.6646	0.8153
0.071	9.3214	1044	0.6657	0.6972	0.6657	0.8159
0.071	9.3393	1046	0.6660	0.6972	0.6660	0.8161
0.071	9.3571	1048	0.6664	0.6972	0.6664	0.8163
0.071	9.375	1050	0.6644	0.6972	0.6644	0.8151
0.071	9.3929	1052	0.6618	0.6892	0.6618	0.8135
0.071	9.4107	1054	0.6598	0.6892	0.6598	0.8123
0.071	9.4286	1056	0.6587	0.6892	0.6587	0.8116
0.071	9.4464	1058	0.6599	0.6892	0.6599	0.8124
0.071	9.4643	1060	0.6619	0.6892	0.6619	0.8136
0.071	9.4821	1062	0.6663	0.6972	0.6663	0.8163
0.071	9.5	1064	0.6680	0.6972	0.6680	0.8173
0.071	9.5179	1066	0.6676	0.6972	0.6676	0.8171
0.071	9.5357	1068	0.6704	0.6972	0.6704	0.8188
0.071	9.5536	1070	0.6746	0.6924	0.6746	0.8213
0.071	9.5714	1072	0.6788	0.6730	0.6788	0.8239
0.071	9.5893	1074	0.6814	0.6730	0.6814	0.8255
0.071	9.6071	1076	0.6822	0.6730	0.6822	0.8259
0.071	9.625	1078	0.6843	0.6750	0.6843	0.8272
0.071	9.6429	1080	0.6845	0.6750	0.6845	0.8273
0.071	9.6607	1082	0.6848	0.6750	0.6848	0.8275
0.071	9.6786	1084	0.6854	0.6750	0.6854	0.8279
0.071	9.6964	1086	0.6864	0.6750	0.6864	0.8285
0.071	9.7143	1088	0.6880	0.6750	0.6880	0.8294
0.071	9.7321	1090	0.6901	0.6750	0.6901	0.8307
0.071	9.75	1092	0.6922	0.6750	0.6922	0.8320
0.071	9.7679	1094	0.6953	0.6731	0.6953	0.8338
0.071	9.7857	1096	0.6965	0.6731	0.6965	0.8345
0.071	9.8036	1098	0.6975	0.6731	0.6975	0.8352
0.071	9.8214	1100	0.6967	0.6731	0.6967	0.8347
0.071	9.8393	1102	0.6958	0.6731	0.6958	0.8341
0.071	9.8571	1104	0.6947	0.6731	0.6947	0.8335
0.071	9.875	1106	0.6934	0.6750	0.6934	0.8327
0.071	9.8929	1108	0.6917	0.6750	0.6917	0.8317
0.071	9.9107	1110	0.6904	0.6750	0.6904	0.8309
0.071	9.9286	1112	0.6893	0.6750	0.6893	0.8302
0.071	9.9464	1114	0.6886	0.6750	0.6886	0.8298
0.071	9.9643	1116	0.6882	0.6750	0.6882	0.8296
0.071	9.9821	1118	0.6881	0.6750	0.6881	0.8295
0.071	10.0	1120	0.6882	0.6750	0.6882	0.8296

Framework versions

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