ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k20_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: 0.6052
• Qwk: 0.7105
• Mse: 0.6052
• Rmse: 0.7779

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	0.0161	2	5.5448	-0.0255	5.5448	2.3547
No log	0.0323	4	3.6587	0.0533	3.6587	1.9128
No log	0.0484	6	2.8516	-0.0683	2.8516	1.6887
No log	0.0645	8	1.9757	-0.0073	1.9757	1.4056
No log	0.0806	10	1.4545	0.2014	1.4545	1.2060
No log	0.0968	12	1.5050	0.2474	1.5050	1.2268
No log	0.1129	14	2.5436	0.0838	2.5436	1.5949
No log	0.1290	16	2.3366	0.1267	2.3366	1.5286
No log	0.1452	18	1.7650	0.1651	1.7650	1.3285
No log	0.1613	20	1.4685	0.2327	1.4685	1.2118
No log	0.1774	22	1.3868	0.2738	1.3868	1.1776
No log	0.1935	24	2.0349	0.2570	2.0349	1.4265
No log	0.2097	26	2.0821	0.2572	2.0821	1.4430
No log	0.2258	28	1.8417	0.3109	1.8417	1.3571
No log	0.2419	30	1.6553	0.3597	1.6553	1.2866
No log	0.2581	32	1.1070	0.4660	1.1070	1.0521
No log	0.2742	34	0.9537	0.4827	0.9537	0.9766
No log	0.2903	36	0.9743	0.4933	0.9743	0.9871
No log	0.3065	38	1.0350	0.4700	1.0350	1.0174
No log	0.3226	40	1.2902	0.4421	1.2902	1.1359
No log	0.3387	42	1.5417	0.3866	1.5417	1.2417
No log	0.3548	44	1.9998	0.2992	1.9998	1.4142
No log	0.3710	46	2.2881	0.2353	2.2881	1.5126
No log	0.3871	48	2.1215	0.2523	2.1215	1.4566
No log	0.4032	50	1.5860	0.4025	1.5860	1.2594
No log	0.4194	52	1.1132	0.5045	1.1132	1.0551
No log	0.4355	54	0.8422	0.5387	0.8422	0.9177
No log	0.4516	56	0.8643	0.5264	0.8643	0.9297
No log	0.4677	58	1.2784	0.4415	1.2784	1.1307
No log	0.4839	60	1.5099	0.4252	1.5099	1.2288
No log	0.5	62	1.4670	0.4252	1.4670	1.2112
No log	0.5161	64	1.3431	0.4527	1.3431	1.1589
No log	0.5323	66	1.1659	0.4671	1.1659	1.0798
No log	0.5484	68	0.8987	0.5607	0.8987	0.9480
No log	0.5645	70	0.7023	0.5766	0.7023	0.8380
No log	0.5806	72	0.7336	0.5824	0.7336	0.8565
No log	0.5968	74	0.9503	0.5578	0.9503	0.9748
No log	0.6129	76	1.2776	0.4460	1.2776	1.1303
No log	0.6290	78	1.7394	0.3709	1.7394	1.3189
No log	0.6452	80	1.7776	0.3654	1.7776	1.3333
No log	0.6613	82	1.3150	0.4480	1.3150	1.1467
No log	0.6774	84	0.9570	0.5589	0.9570	0.9783
No log	0.6935	86	0.7116	0.6122	0.7116	0.8435
No log	0.7097	88	0.6567	0.5990	0.6567	0.8104
No log	0.7258	90	0.7562	0.6029	0.7562	0.8696
No log	0.7419	92	1.0950	0.5100	1.0950	1.0464
No log	0.7581	94	0.9918	0.5535	0.9918	0.9959
No log	0.7742	96	0.8962	0.5942	0.8962	0.9467
No log	0.7903	98	0.6800	0.5982	0.6800	0.8246
No log	0.8065	100	0.6308	0.6443	0.6308	0.7942
No log	0.8226	102	0.6307	0.6389	0.6307	0.7941
No log	0.8387	104	0.7450	0.6667	0.7450	0.8632
No log	0.8548	106	0.8118	0.6461	0.8118	0.9010
No log	0.8710	108	0.7373	0.7133	0.7373	0.8587
No log	0.8871	110	0.6274	0.6959	0.6274	0.7921
No log	0.9032	112	0.6449	0.7069	0.6449	0.8030
No log	0.9194	114	0.8588	0.6407	0.8588	0.9267
No log	0.9355	116	1.0075	0.6242	1.0075	1.0037
No log	0.9516	118	1.0155	0.6275	1.0155	1.0077
No log	0.9677	120	0.9396	0.6278	0.9396	0.9693
No log	0.9839	122	0.7490	0.7062	0.7490	0.8655
No log	1.0	124	0.6253	0.7099	0.6253	0.7908
No log	1.0161	126	0.6912	0.7115	0.6912	0.8314
No log	1.0323	128	1.1695	0.4926	1.1695	1.0814
No log	1.0484	130	1.6470	0.4099	1.6470	1.2834
No log	1.0645	132	1.6253	0.3926	1.6253	1.2749
No log	1.0806	134	1.0885	0.4911	1.0885	1.0433
No log	1.0968	136	0.8541	0.5946	0.8541	0.9242
No log	1.1129	138	0.8467	0.6201	0.8467	0.9201
No log	1.1290	140	1.1732	0.5105	1.1732	1.0831
No log	1.1452	142	1.3921	0.4771	1.3921	1.1799
No log	1.1613	144	1.3892	0.4912	1.3892	1.1786
No log	1.1774	146	1.0220	0.5787	1.0220	1.0109
No log	1.1935	148	0.7106	0.6698	0.7106	0.8430
No log	1.2097	150	0.6545	0.7024	0.6545	0.8090
No log	1.2258	152	0.6345	0.7012	0.6345	0.7965
No log	1.2419	154	0.6782	0.7021	0.6782	0.8235
No log	1.2581	156	0.8177	0.6644	0.8177	0.9043
No log	1.2742	158	0.9185	0.5837	0.9185	0.9584
No log	1.2903	160	1.0899	0.5571	1.0899	1.0440
No log	1.3065	162	0.9730	0.5718	0.9730	0.9864
No log	1.3226	164	0.9585	0.5876	0.9585	0.9790
No log	1.3387	166	0.8787	0.5942	0.8787	0.9374
No log	1.3548	168	0.6952	0.7006	0.6952	0.8338
No log	1.3710	170	0.6781	0.7339	0.6781	0.8234
No log	1.3871	172	0.6978	0.7156	0.6978	0.8353
No log	1.4032	174	0.6446	0.7502	0.6446	0.8029
No log	1.4194	176	0.6678	0.6980	0.6678	0.8172
No log	1.4355	178	0.6748	0.7081	0.6748	0.8214
No log	1.4516	180	0.6926	0.7129	0.6926	0.8322
No log	1.4677	182	0.7523	0.7137	0.7523	0.8673
No log	1.4839	184	0.8454	0.6678	0.8454	0.9194
No log	1.5	186	0.7783	0.6950	0.7783	0.8822
No log	1.5161	188	0.6391	0.7092	0.6391	0.7995
No log	1.5323	190	0.6152	0.7463	0.6152	0.7844
No log	1.5484	192	0.5955	0.7420	0.5955	0.7717
No log	1.5645	194	0.6430	0.7168	0.6430	0.8019
No log	1.5806	196	0.8799	0.6420	0.8799	0.9381
No log	1.5968	198	0.9573	0.6413	0.9573	0.9784
No log	1.6129	200	0.7297	0.6672	0.7297	0.8542
No log	1.6290	202	0.6140	0.7443	0.6140	0.7836
No log	1.6452	204	0.6437	0.7463	0.6437	0.8023
No log	1.6613	206	0.7485	0.6791	0.7485	0.8652
No log	1.6774	208	0.8955	0.6511	0.8955	0.9463
No log	1.6935	210	0.8271	0.6607	0.8271	0.9094
No log	1.7097	212	0.8675	0.6328	0.8675	0.9314
No log	1.7258	214	0.7636	0.6554	0.7636	0.8739
No log	1.7419	216	0.7013	0.7089	0.7013	0.8374
No log	1.7581	218	0.7654	0.6672	0.7654	0.8749
No log	1.7742	220	0.8205	0.6334	0.8205	0.9058
No log	1.7903	222	1.0403	0.5606	1.0403	1.0200
No log	1.8065	224	1.0094	0.5597	1.0094	1.0047
No log	1.8226	226	1.1656	0.5354	1.1656	1.0796
No log	1.8387	228	1.0543	0.5478	1.0543	1.0268
No log	1.8548	230	0.8426	0.6042	0.8426	0.9179
No log	1.8710	232	0.7370	0.6799	0.7370	0.8585
No log	1.8871	234	0.7206	0.7067	0.7206	0.8489
No log	1.9032	236	0.7174	0.7096	0.7174	0.8470
No log	1.9194	238	0.6702	0.7180	0.6702	0.8187
No log	1.9355	240	0.6294	0.6960	0.6294	0.7933
No log	1.9516	242	0.6330	0.7062	0.6330	0.7956
No log	1.9677	244	0.6348	0.7205	0.6348	0.7967
No log	1.9839	246	0.6280	0.6964	0.6280	0.7924
No log	2.0	248	0.6387	0.6791	0.6387	0.7992
No log	2.0161	250	0.6679	0.6644	0.6679	0.8172
No log	2.0323	252	0.6944	0.6863	0.6944	0.8333
No log	2.0484	254	0.7520	0.6343	0.7520	0.8672
No log	2.0645	256	0.7496	0.6343	0.7496	0.8658
No log	2.0806	258	0.6699	0.6651	0.6699	0.8185
No log	2.0968	260	0.6113	0.6821	0.6113	0.7819
No log	2.1129	262	0.6051	0.6982	0.6051	0.7779
No log	2.1290	264	0.6407	0.6728	0.6407	0.8004
No log	2.1452	266	0.7697	0.6672	0.7697	0.8773
No log	2.1613	268	0.7209	0.6780	0.7209	0.8490
No log	2.1774	270	0.5992	0.7247	0.5992	0.7741
No log	2.1935	272	0.6136	0.7067	0.6136	0.7833
No log	2.2097	274	0.6167	0.7049	0.6167	0.7853
No log	2.2258	276	0.6011	0.7187	0.6011	0.7753
No log	2.2419	278	0.6640	0.7334	0.6640	0.8148
No log	2.2581	280	0.6696	0.7178	0.6696	0.8183
No log	2.2742	282	0.6338	0.7360	0.6338	0.7961
No log	2.2903	284	0.6635	0.7012	0.6635	0.8146
No log	2.3065	286	0.6777	0.6837	0.6777	0.8232
No log	2.3226	288	0.7603	0.6551	0.7603	0.8719
No log	2.3387	290	0.8979	0.5755	0.8979	0.9476
No log	2.3548	292	0.8112	0.6193	0.8112	0.9006
No log	2.3710	294	0.7133	0.6670	0.7133	0.8446
No log	2.3871	296	0.7557	0.6408	0.7557	0.8693
No log	2.4032	298	0.7997	0.6117	0.7997	0.8942
No log	2.4194	300	0.8531	0.5980	0.8531	0.9236
No log	2.4355	302	0.7402	0.6895	0.7402	0.8604
No log	2.4516	304	0.6389	0.7114	0.6389	0.7993
No log	2.4677	306	0.6316	0.7076	0.6316	0.7948
No log	2.4839	308	0.6508	0.7067	0.6508	0.8067
No log	2.5	310	0.6375	0.7151	0.6375	0.7984
No log	2.5161	312	0.6310	0.7265	0.6310	0.7944
No log	2.5323	314	0.6388	0.7367	0.6388	0.7992
No log	2.5484	316	0.7004	0.7325	0.7004	0.8369
No log	2.5645	318	0.8381	0.6537	0.8381	0.9155
No log	2.5806	320	0.8305	0.6517	0.8305	0.9113
No log	2.5968	322	0.6884	0.7174	0.6884	0.8297
No log	2.6129	324	0.6122	0.7172	0.6122	0.7824
No log	2.6290	326	0.5803	0.7144	0.5803	0.7617
No log	2.6452	328	0.5929	0.7282	0.5929	0.7700
No log	2.6613	330	0.6073	0.7299	0.6073	0.7793
No log	2.6774	332	0.6742	0.7162	0.6742	0.8211
No log	2.6935	334	0.7380	0.6897	0.7380	0.8591
No log	2.7097	336	0.6908	0.6969	0.6908	0.8311
No log	2.7258	338	0.6000	0.7364	0.6000	0.7746
No log	2.7419	340	0.5857	0.7155	0.5857	0.7653
No log	2.7581	342	0.6698	0.7143	0.6698	0.8184
No log	2.7742	344	0.6421	0.7270	0.6421	0.8013
No log	2.7903	346	0.5712	0.7148	0.5712	0.7558
No log	2.8065	348	0.6278	0.7235	0.6278	0.7923
No log	2.8226	350	0.7198	0.6927	0.7198	0.8484
No log	2.8387	352	0.7095	0.7045	0.7095	0.8423
No log	2.8548	354	0.6139	0.6967	0.6139	0.7835
No log	2.8710	356	0.6010	0.7033	0.6010	0.7752
No log	2.8871	358	0.6421	0.7282	0.6421	0.8013
No log	2.9032	360	0.6588	0.7277	0.6588	0.8116
No log	2.9194	362	0.6068	0.7109	0.6068	0.7790
No log	2.9355	364	0.6194	0.7580	0.6194	0.7870
No log	2.9516	366	0.6716	0.7346	0.6716	0.8195
No log	2.9677	368	0.6504	0.7458	0.6504	0.8065
No log	2.9839	370	0.6017	0.7125	0.6017	0.7757
No log	3.0	372	0.5999	0.7142	0.5999	0.7745
No log	3.0161	374	0.5989	0.7072	0.5989	0.7739
No log	3.0323	376	0.5971	0.7065	0.5971	0.7727
No log	3.0484	378	0.6063	0.7030	0.6063	0.7786
No log	3.0645	380	0.6353	0.6837	0.6353	0.7970
No log	3.0806	382	0.6889	0.6705	0.6889	0.8300
No log	3.0968	384	0.6852	0.6613	0.6852	0.8278
No log	3.1129	386	0.6403	0.6641	0.6403	0.8002
No log	3.1290	388	0.5944	0.6836	0.5944	0.7710
No log	3.1452	390	0.6126	0.7319	0.6126	0.7827
No log	3.1613	392	0.6707	0.7373	0.6707	0.8189
No log	3.1774	394	0.7268	0.7187	0.7268	0.8525
No log	3.1935	396	0.6732	0.6913	0.6732	0.8205
No log	3.2097	398	0.6686	0.6996	0.6686	0.8177
No log	3.2258	400	0.6909	0.7044	0.6909	0.8312
No log	3.2419	402	0.6757	0.6942	0.6757	0.8220
No log	3.2581	404	0.5961	0.7132	0.5961	0.7721
No log	3.2742	406	0.5789	0.7355	0.5789	0.7608
No log	3.2903	408	0.5846	0.7229	0.5846	0.7646
No log	3.3065	410	0.6332	0.6980	0.6332	0.7958
No log	3.3226	412	0.6577	0.6834	0.6577	0.8110
No log	3.3387	414	0.6095	0.7011	0.6095	0.7807
No log	3.3548	416	0.6105	0.6640	0.6105	0.7813
No log	3.3710	418	0.6388	0.6722	0.6388	0.7992
No log	3.3871	420	0.6524	0.6697	0.6524	0.8077
No log	3.4032	422	0.6347	0.7121	0.6347	0.7967
No log	3.4194	424	0.6149	0.7385	0.6149	0.7842
No log	3.4355	426	0.6262	0.7191	0.6262	0.7913
No log	3.4516	428	0.6690	0.6878	0.6690	0.8179
No log	3.4677	430	0.6724	0.6920	0.6724	0.8200
No log	3.4839	432	0.6608	0.6920	0.6608	0.8129
No log	3.5	434	0.6304	0.7403	0.6304	0.7940
No log	3.5161	436	0.6374	0.7580	0.6374	0.7984
No log	3.5323	438	0.6300	0.7521	0.6300	0.7937
No log	3.5484	440	0.6154	0.7360	0.6154	0.7845
No log	3.5645	442	0.6132	0.7106	0.6132	0.7831
No log	3.5806	444	0.6082	0.7278	0.6082	0.7799
No log	3.5968	446	0.5954	0.7273	0.5954	0.7716
No log	3.6129	448	0.5984	0.7162	0.5984	0.7736
No log	3.6290	450	0.6233	0.7193	0.6233	0.7895
No log	3.6452	452	0.6937	0.7059	0.6937	0.8329
No log	3.6613	454	0.7388	0.6970	0.7388	0.8595
No log	3.6774	456	0.6899	0.6855	0.6899	0.8306
No log	3.6935	458	0.6039	0.7029	0.6039	0.7771
No log	3.7097	460	0.5976	0.7366	0.5976	0.7731
No log	3.7258	462	0.5970	0.7409	0.5970	0.7727
No log	3.7419	464	0.5888	0.7181	0.5888	0.7673
No log	3.7581	466	0.5869	0.7150	0.5869	0.7661
No log	3.7742	468	0.5990	0.7309	0.5990	0.7739
No log	3.7903	470	0.5954	0.7233	0.5954	0.7716
No log	3.8065	472	0.5860	0.7246	0.5860	0.7655
No log	3.8226	474	0.6348	0.6979	0.6348	0.7967
No log	3.8387	476	0.6505	0.6961	0.6505	0.8065
No log	3.8548	478	0.6194	0.6846	0.6194	0.7870
No log	3.8710	480	0.6152	0.7106	0.6152	0.7844
No log	3.8871	482	0.6362	0.7113	0.6362	0.7976
No log	3.9032	484	0.6475	0.7183	0.6475	0.8046
No log	3.9194	486	0.6593	0.7169	0.6593	0.8120
No log	3.9355	488	0.6461	0.7181	0.6461	0.8038
No log	3.9516	490	0.6317	0.7163	0.6317	0.7948
No log	3.9677	492	0.6401	0.7180	0.6401	0.8001
No log	3.9839	494	0.6412	0.7062	0.6412	0.8008
No log	4.0	496	0.6331	0.6858	0.6331	0.7957
No log	4.0161	498	0.6279	0.6810	0.6279	0.7924
0.4335	4.0323	500	0.6177	0.6804	0.6177	0.7860
0.4335	4.0484	502	0.6209	0.6896	0.6209	0.7880
0.4335	4.0645	504	0.6200	0.6821	0.6200	0.7874
0.4335	4.0806	506	0.6218	0.6711	0.6218	0.7885
0.4335	4.0968	508	0.6241	0.6752	0.6241	0.7900
0.4335	4.1129	510	0.6251	0.6625	0.6251	0.7906
0.4335	4.1290	512	0.6299	0.6827	0.6299	0.7937
0.4335	4.1452	514	0.6442	0.6743	0.6442	0.8026
0.4335	4.1613	516	0.6891	0.7065	0.6891	0.8301
0.4335	4.1774	518	0.6877	0.7065	0.6877	0.8293
0.4335	4.1935	520	0.6758	0.7086	0.6758	0.8221
0.4335	4.2097	522	0.6535	0.7145	0.6535	0.8084
0.4335	4.2258	524	0.6455	0.6984	0.6455	0.8034
0.4335	4.2419	526	0.6391	0.7004	0.6391	0.7994
0.4335	4.2581	528	0.6210	0.6955	0.6210	0.7880
0.4335	4.2742	530	0.6330	0.6914	0.6330	0.7956
0.4335	4.2903	532	0.6348	0.6844	0.6348	0.7967
0.4335	4.3065	534	0.6363	0.6832	0.6363	0.7977
0.4335	4.3226	536	0.6308	0.6856	0.6308	0.7943
0.4335	4.3387	538	0.6123	0.6982	0.6123	0.7825
0.4335	4.3548	540	0.6092	0.6890	0.6092	0.7805
0.4335	4.3710	542	0.6083	0.6916	0.6083	0.7799
0.4335	4.3871	544	0.6136	0.6668	0.6136	0.7833
0.4335	4.4032	546	0.6251	0.6655	0.6251	0.7907
0.4335	4.4194	548	0.6289	0.6702	0.6289	0.7930
0.4335	4.4355	550	0.6311	0.6702	0.6311	0.7944
0.4335	4.4516	552	0.6195	0.6891	0.6195	0.7871
0.4335	4.4677	554	0.6168	0.6982	0.6168	0.7854
0.4335	4.4839	556	0.6323	0.7255	0.6323	0.7952
0.4335	4.5	558	0.6594	0.7293	0.6594	0.8120
0.4335	4.5161	560	0.6602	0.7342	0.6602	0.8125
0.4335	4.5323	562	0.6606	0.7223	0.6606	0.8128
0.4335	4.5484	564	0.6597	0.7167	0.6597	0.8122
0.4335	4.5645	566	0.6528	0.7167	0.6528	0.8080
0.4335	4.5806	568	0.6524	0.7348	0.6524	0.8077
0.4335	4.5968	570	0.6572	0.7280	0.6572	0.8107
0.4335	4.6129	572	0.6568	0.7316	0.6568	0.8104
0.4335	4.6290	574	0.6491	0.7139	0.6491	0.8057
0.4335	4.6452	576	0.6447	0.7054	0.6447	0.8029
0.4335	4.6613	578	0.6491	0.6975	0.6491	0.8057
0.4335	4.6774	580	0.6561	0.6944	0.6561	0.8100
0.4335	4.6935	582	0.6500	0.7065	0.6500	0.8062
0.4335	4.7097	584	0.6493	0.7143	0.6493	0.8058
0.4335	4.7258	586	0.6672	0.7254	0.6672	0.8168
0.4335	4.7419	588	0.6726	0.7311	0.6726	0.8201
0.4335	4.7581	590	0.6876	0.7259	0.6876	0.8292
0.4335	4.7742	592	0.6988	0.7300	0.6988	0.8360
0.4335	4.7903	594	0.6955	0.7243	0.6955	0.8340
0.4335	4.8065	596	0.6947	0.7216	0.6947	0.8335
0.4335	4.8226	598	0.6667	0.7357	0.6667	0.8165
0.4335	4.8387	600	0.6367	0.7267	0.6367	0.7979
0.4335	4.8548	602	0.6397	0.7378	0.6397	0.7998
0.4335	4.8710	604	0.6183	0.7416	0.6183	0.7863
0.4335	4.8871	606	0.5942	0.7170	0.5942	0.7708
0.4335	4.9032	608	0.6068	0.7257	0.6068	0.7790
0.4335	4.9194	610	0.6319	0.7248	0.6319	0.7949
0.4335	4.9355	612	0.6578	0.7281	0.6578	0.8110
0.4335	4.9516	614	0.6428	0.7346	0.6428	0.8017
0.4335	4.9677	616	0.6016	0.7248	0.6016	0.7756
0.4335	4.9839	618	0.5951	0.7130	0.5951	0.7715
0.4335	5.0	620	0.5980	0.7044	0.5980	0.7733
0.4335	5.0161	622	0.5957	0.7096	0.5957	0.7718
0.4335	5.0323	624	0.5958	0.7051	0.5958	0.7719
0.4335	5.0484	626	0.5915	0.7015	0.5915	0.7691
0.4335	5.0645	628	0.5949	0.6824	0.5949	0.7713
0.4335	5.0806	630	0.5916	0.6703	0.5916	0.7692
0.4335	5.0968	632	0.5925	0.6725	0.5925	0.7697
0.4335	5.1129	634	0.6127	0.7024	0.6127	0.7827
0.4335	5.1290	636	0.6227	0.7071	0.6227	0.7891
0.4335	5.1452	638	0.6109	0.7151	0.6109	0.7816
0.4335	5.1613	640	0.6000	0.7172	0.6000	0.7746
0.4335	5.1774	642	0.5903	0.7187	0.5903	0.7683
0.4335	5.1935	644	0.5763	0.7271	0.5763	0.7591
0.4335	5.2097	646	0.5846	0.7028	0.5846	0.7646
0.4335	5.2258	648	0.5850	0.7015	0.5850	0.7649
0.4335	5.2419	650	0.5829	0.7316	0.5829	0.7635
0.4335	5.2581	652	0.5834	0.7360	0.5834	0.7638
0.4335	5.2742	654	0.5828	0.7360	0.5828	0.7634
0.4335	5.2903	656	0.5804	0.7124	0.5804	0.7618
0.4335	5.3065	658	0.5823	0.7098	0.5823	0.7631
0.4335	5.3226	660	0.5848	0.7116	0.5848	0.7647
0.4335	5.3387	662	0.5810	0.7033	0.5810	0.7622
0.4335	5.3548	664	0.5758	0.7168	0.5758	0.7588
0.4335	5.3710	666	0.5814	0.7138	0.5814	0.7625
0.4335	5.3871	668	0.5816	0.7070	0.5816	0.7627
0.4335	5.4032	670	0.5780	0.7121	0.5780	0.7603
0.4335	5.4194	672	0.5872	0.7052	0.5872	0.7663
0.4335	5.4355	674	0.6161	0.7063	0.6161	0.7849
0.4335	5.4516	676	0.6328	0.7207	0.6328	0.7955
0.4335	5.4677	678	0.6119	0.7112	0.6119	0.7823
0.4335	5.4839	680	0.5791	0.7065	0.5791	0.7610
0.4335	5.5	682	0.5760	0.7345	0.5760	0.7589
0.4335	5.5161	684	0.5847	0.7199	0.5847	0.7646
0.4335	5.5323	686	0.5896	0.7199	0.5896	0.7679
0.4335	5.5484	688	0.5890	0.7238	0.5890	0.7675
0.4335	5.5645	690	0.5832	0.7302	0.5832	0.7637
0.4335	5.5806	692	0.5828	0.7418	0.5828	0.7634
0.4335	5.5968	694	0.5768	0.7322	0.5768	0.7595
0.4335	5.6129	696	0.5768	0.7108	0.5768	0.7595
0.4335	5.6290	698	0.5721	0.7108	0.5721	0.7563
0.4335	5.6452	700	0.5658	0.7339	0.5658	0.7522
0.4335	5.6613	702	0.5650	0.7385	0.5650	0.7516
0.4335	5.6774	704	0.5686	0.7369	0.5686	0.7540
0.4335	5.6935	706	0.5640	0.7369	0.5640	0.7510
0.4335	5.7097	708	0.5535	0.7270	0.5535	0.7440
0.4335	5.7258	710	0.5672	0.7076	0.5672	0.7532
0.4335	5.7419	712	0.5892	0.7179	0.5892	0.7676
0.4335	5.7581	714	0.5819	0.7147	0.5819	0.7628
0.4335	5.7742	716	0.5636	0.7185	0.5636	0.7507
0.4335	5.7903	718	0.5595	0.7322	0.5595	0.7480
0.4335	5.8065	720	0.5597	0.7322	0.5597	0.7481
0.4335	5.8226	722	0.5698	0.7220	0.5698	0.7549
0.4335	5.8387	724	0.5938	0.7125	0.5938	0.7706
0.4335	5.8548	726	0.6006	0.7125	0.6006	0.7750
0.4335	5.8710	728	0.5913	0.7305	0.5913	0.7690
0.4335	5.8871	730	0.5843	0.7349	0.5843	0.7644
0.4335	5.9032	732	0.5867	0.7349	0.5867	0.7660
0.4335	5.9194	734	0.5949	0.7238	0.5949	0.7713
0.4335	5.9355	736	0.6060	0.7194	0.6060	0.7785
0.4335	5.9516	738	0.6042	0.7238	0.6042	0.7773
0.4335	5.9677	740	0.6014	0.7126	0.6014	0.7755
0.4335	5.9839	742	0.6125	0.716	0.6125	0.7826
0.4335	6.0	744	0.6221	0.7019	0.6221	0.7887
0.4335	6.0161	746	0.6127	0.6977	0.6127	0.7827
0.4335	6.0323	748	0.5962	0.7237	0.5962	0.7721
0.4335	6.0484	750	0.5918	0.7170	0.5918	0.7693
0.4335	6.0645	752	0.5931	0.7232	0.5931	0.7702
0.4335	6.0806	754	0.5938	0.7232	0.5938	0.7706
0.4335	6.0968	756	0.5950	0.7262	0.5950	0.7713
0.4335	6.1129	758	0.5993	0.7153	0.5993	0.7742
0.4335	6.1290	760	0.6032	0.7060	0.6032	0.7767
0.4335	6.1452	762	0.5992	0.7318	0.5992	0.7741
0.4335	6.1613	764	0.6006	0.7208	0.6006	0.7750
0.4335	6.1774	766	0.6107	0.7259	0.6106	0.7814
0.4335	6.1935	768	0.6286	0.7314	0.6286	0.7928
0.4335	6.2097	770	0.6459	0.7263	0.6459	0.8037
0.4335	6.2258	772	0.6461	0.7200	0.6461	0.8038
0.4335	6.2419	774	0.6427	0.7169	0.6427	0.8017
0.4335	6.2581	776	0.6412	0.7199	0.6412	0.8008
0.4335	6.2742	778	0.6440	0.7223	0.6440	0.8025
0.4335	6.2903	780	0.6409	0.7258	0.6409	0.8005
0.4335	6.3065	782	0.6349	0.7267	0.6349	0.7968
0.4335	6.3226	784	0.6230	0.7206	0.6230	0.7893
0.4335	6.3387	786	0.6130	0.7083	0.6130	0.7829
0.4335	6.3548	788	0.6116	0.7136	0.6116	0.7821
0.4335	6.3710	790	0.6085	0.7113	0.6085	0.7801
0.4335	6.3871	792	0.6096	0.7202	0.6096	0.7808
0.4335	6.4032	794	0.6151	0.6976	0.6151	0.7843
0.4335	6.4194	796	0.6175	0.6912	0.6175	0.7858
0.4335	6.4355	798	0.6197	0.6912	0.6197	0.7872
0.4335	6.4516	800	0.6107	0.6912	0.6107	0.7815
0.4335	6.4677	802	0.6039	0.7133	0.6039	0.7771
0.4335	6.4839	804	0.6188	0.7147	0.6188	0.7866
0.4335	6.5	806	0.6447	0.7116	0.6447	0.8029
0.4335	6.5161	808	0.6508	0.7192	0.6508	0.8067
0.4335	6.5323	810	0.6343	0.7112	0.6343	0.7965
0.4335	6.5484	812	0.6052	0.7168	0.6052	0.7780
0.4335	6.5645	814	0.5971	0.7172	0.5971	0.7727
0.4335	6.5806	816	0.5965	0.7172	0.5965	0.7723
0.4335	6.5968	818	0.5998	0.7168	0.5998	0.7745
0.4335	6.6129	820	0.6101	0.7147	0.6101	0.7811
0.4335	6.6290	822	0.6346	0.7287	0.6346	0.7966
0.4335	6.6452	824	0.6402	0.7243	0.6402	0.8001
0.4335	6.6613	826	0.6343	0.7227	0.6343	0.7964
0.4335	6.6774	828	0.6327	0.7125	0.6327	0.7954
0.4335	6.6935	830	0.6307	0.7125	0.6307	0.7942
0.4335	6.7097	832	0.6217	0.7147	0.6217	0.7885
0.4335	6.7258	834	0.6054	0.7111	0.6054	0.7781
0.4335	6.7419	836	0.6065	0.7214	0.6065	0.7788
0.4335	6.7581	838	0.6111	0.7214	0.6111	0.7817
0.4335	6.7742	840	0.6091	0.7161	0.6091	0.7804
0.4335	6.7903	842	0.6017	0.7029	0.6017	0.7757
0.4335	6.8065	844	0.6008	0.7061	0.6008	0.7751
0.4335	6.8226	846	0.6045	0.7061	0.6045	0.7775
0.4335	6.8387	848	0.6028	0.7126	0.6028	0.7764
0.4335	6.8548	850	0.6001	0.7126	0.6001	0.7747
0.4335	6.8710	852	0.5956	0.7093	0.5956	0.7717
0.4335	6.8871	854	0.5954	0.7277	0.5954	0.7716
0.4335	6.9032	856	0.5940	0.7290	0.5940	0.7707
0.4335	6.9194	858	0.5918	0.7284	0.5918	0.7693
0.4335	6.9355	860	0.5933	0.7206	0.5933	0.7702
0.4335	6.9516	862	0.5988	0.7324	0.5988	0.7738
0.4335	6.9677	864	0.6185	0.7195	0.6185	0.7864
0.4335	6.9839	866	0.6428	0.7125	0.6428	0.8017
0.4335	7.0	868	0.6432	0.7065	0.6432	0.8020
0.4335	7.0161	870	0.6174	0.7164	0.6174	0.7857
0.4335	7.0323	872	0.5959	0.7136	0.5959	0.7719
0.4335	7.0484	874	0.5823	0.7322	0.5823	0.7631
0.4335	7.0645	876	0.5926	0.7221	0.5926	0.7698
0.4335	7.0806	878	0.5997	0.7315	0.5997	0.7744
0.4335	7.0968	880	0.5950	0.7192	0.5950	0.7713
0.4335	7.1129	882	0.5849	0.7349	0.5849	0.7648
0.4335	7.1290	884	0.5828	0.7304	0.5828	0.7634
0.4335	7.1452	886	0.5818	0.7264	0.5818	0.7627
0.4335	7.1613	888	0.5803	0.7271	0.5803	0.7618
0.4335	7.1774	890	0.5855	0.7181	0.5855	0.7651
0.4335	7.1935	892	0.5969	0.7088	0.5969	0.7726
0.4335	7.2097	894	0.6173	0.7222	0.6173	0.7857
0.4335	7.2258	896	0.6189	0.7113	0.6189	0.7867
0.4335	7.2419	898	0.6053	0.7073	0.6053	0.7780
0.4335	7.2581	900	0.5906	0.7334	0.5906	0.7685
0.4335	7.2742	902	0.5869	0.7322	0.5869	0.7661
0.4335	7.2903	904	0.5858	0.7362	0.5858	0.7654
0.4335	7.3065	906	0.5855	0.7362	0.5855	0.7652
0.4335	7.3226	908	0.5873	0.7322	0.5873	0.7664
0.4335	7.3387	910	0.5898	0.7222	0.5898	0.7680
0.4335	7.3548	912	0.5968	0.7334	0.5968	0.7725
0.4335	7.3710	914	0.5998	0.7273	0.5998	0.7744
0.4335	7.3871	916	0.5967	0.7273	0.5967	0.7724
0.4335	7.4032	918	0.6018	0.7136	0.6018	0.7757
0.4335	7.4194	920	0.5978	0.7136	0.5978	0.7732
0.4335	7.4355	922	0.5897	0.7245	0.5897	0.7679
0.4335	7.4516	924	0.5855	0.7310	0.5855	0.7652
0.4335	7.4677	926	0.5847	0.7154	0.5847	0.7646
0.4335	7.4839	928	0.5908	0.6968	0.5908	0.7687
0.4335	7.5	930	0.5980	0.7033	0.5980	0.7733
0.4335	7.5161	932	0.5962	0.7040	0.5962	0.7721
0.4335	7.5323	934	0.5905	0.7040	0.5905	0.7684
0.4335	7.5484	936	0.5914	0.7161	0.5914	0.7690
0.4335	7.5645	938	0.5962	0.7144	0.5962	0.7721
0.4335	7.5806	940	0.6086	0.7142	0.6086	0.7801
0.4335	7.5968	942	0.6265	0.7260	0.6265	0.7915
0.4335	7.6129	944	0.6351	0.7113	0.6351	0.7969
0.4335	7.6290	946	0.6475	0.7015	0.6475	0.8046
0.4335	7.6452	948	0.6446	0.7015	0.6446	0.8029
0.4335	7.6613	950	0.6244	0.7120	0.6244	0.7902
0.4335	7.6774	952	0.6034	0.7384	0.6034	0.7768
0.4335	7.6935	954	0.6004	0.7110	0.6004	0.7749
0.4335	7.7097	956	0.6105	0.7132	0.6105	0.7814
0.4335	7.7258	958	0.6115	0.7132	0.6115	0.7820
0.4335	7.7419	960	0.6037	0.7080	0.6037	0.7770
0.4335	7.7581	962	0.6025	0.7078	0.6025	0.7762
0.4335	7.7742	964	0.6101	0.7318	0.6101	0.7811
0.4335	7.7903	966	0.6207	0.7128	0.6207	0.7879
0.4335	7.8065	968	0.6316	0.6977	0.6316	0.7947
0.4335	7.8226	970	0.6277	0.6990	0.6277	0.7923
0.4335	7.8387	972	0.6150	0.7142	0.6150	0.7842
0.4335	7.8548	974	0.6026	0.7334	0.6026	0.7762
0.4335	7.8710	976	0.5977	0.7152	0.5977	0.7731
0.4335	7.8871	978	0.5929	0.7118	0.5929	0.7700
0.4335	7.9032	980	0.5975	0.7192	0.5975	0.7730
0.4335	7.9194	982	0.6073	0.7125	0.6073	0.7793
0.4335	7.9355	984	0.6114	0.7158	0.6114	0.7819
0.4335	7.9516	986	0.6124	0.7203	0.6124	0.7825
0.4335	7.9677	988	0.6174	0.7187	0.6174	0.7857
0.4335	7.9839	990	0.6185	0.7187	0.6185	0.7865
0.4335	8.0	992	0.6184	0.7232	0.6184	0.7864
0.4335	8.0161	994	0.6187	0.7135	0.6187	0.7866
0.4335	8.0323	996	0.6262	0.7256	0.6262	0.7913
0.4335	8.0484	998	0.6304	0.7256	0.6304	0.7940
0.0739	8.0645	1000	0.6235	0.7202	0.6235	0.7896
0.0739	8.0806	1002	0.6218	0.7202	0.6218	0.7886
0.0739	8.0968	1004	0.6218	0.7202	0.6218	0.7886
0.0739	8.1129	1006	0.6243	0.7202	0.6243	0.7901
0.0739	8.1290	1008	0.6293	0.7202	0.6293	0.7933
0.0739	8.1452	1010	0.6308	0.7091	0.6308	0.7942
0.0739	8.1613	1012	0.6307	0.7091	0.6307	0.7942
0.0739	8.1774	1014	0.6211	0.7135	0.6211	0.7881
0.0739	8.1935	1016	0.6186	0.7149	0.6186	0.7865
0.0739	8.2097	1018	0.6151	0.7247	0.6151	0.7843
0.0739	8.2258	1020	0.6112	0.7247	0.6112	0.7818
0.0739	8.2419	1022	0.6080	0.7247	0.6080	0.7797
0.0739	8.2581	1024	0.6048	0.7185	0.6048	0.7777
0.0739	8.2742	1026	0.5982	0.7166	0.5982	0.7735
0.0739	8.2903	1028	0.5941	0.7166	0.5941	0.7708
0.0739	8.3065	1030	0.5927	0.7391	0.5927	0.7699
0.0739	8.3226	1032	0.5925	0.7327	0.5925	0.7698
0.0739	8.3387	1034	0.5926	0.7262	0.5926	0.7698
0.0739	8.3548	1036	0.5913	0.7256	0.5913	0.7690
0.0739	8.3710	1038	0.5909	0.7274	0.5909	0.7687
0.0739	8.3871	1040	0.5909	0.7141	0.5909	0.7687
0.0739	8.4032	1042	0.5935	0.7094	0.5935	0.7704
0.0739	8.4194	1044	0.5957	0.7094	0.5957	0.7718
0.0739	8.4355	1046	0.5954	0.7094	0.5954	0.7716
0.0739	8.4516	1048	0.5939	0.7141	0.5939	0.7707
0.0739	8.4677	1050	0.5942	0.7141	0.5942	0.7709
0.0739	8.4839	1052	0.5926	0.7212	0.5926	0.7698
0.0739	8.5	1054	0.5910	0.7212	0.5910	0.7688
0.0739	8.5161	1056	0.5913	0.7154	0.5913	0.7690
0.0739	8.5323	1058	0.5918	0.7154	0.5918	0.7693
0.0739	8.5484	1060	0.5913	0.7154	0.5913	0.7689
0.0739	8.5645	1062	0.5909	0.7154	0.5909	0.7687
0.0739	8.5806	1064	0.5915	0.7176	0.5915	0.7691
0.0739	8.5968	1066	0.5924	0.7154	0.5924	0.7697
0.0739	8.6129	1068	0.5930	0.7154	0.5930	0.7701
0.0739	8.6290	1070	0.5938	0.7154	0.5938	0.7706
0.0739	8.6452	1072	0.5949	0.7075	0.5949	0.7713
0.0739	8.6613	1074	0.5948	0.7075	0.5948	0.7712
0.0739	8.6774	1076	0.5932	0.7154	0.5932	0.7702
0.0739	8.6935	1078	0.5930	0.7108	0.5930	0.7701
0.0739	8.7097	1080	0.5982	0.7119	0.5982	0.7735
0.0739	8.7258	1082	0.6071	0.7024	0.6071	0.7791
0.0739	8.7419	1084	0.6118	0.7038	0.6118	0.7822
0.0739	8.7581	1086	0.6156	0.7038	0.6156	0.7846
0.0739	8.7742	1088	0.6245	0.7103	0.6245	0.7903
0.0739	8.7903	1090	0.6250	0.7103	0.6250	0.7906
0.0739	8.8065	1092	0.6204	0.7088	0.6204	0.7877
0.0739	8.8226	1094	0.6145	0.7088	0.6145	0.7839
0.0739	8.8387	1096	0.6103	0.7095	0.6103	0.7812
0.0739	8.8548	1098	0.6112	0.7095	0.6112	0.7818
0.0739	8.8710	1100	0.6094	0.7081	0.6094	0.7806
0.0739	8.8871	1102	0.6052	0.7125	0.6052	0.7779
0.0739	8.9032	1104	0.6010	0.7192	0.6010	0.7752
0.0739	8.9194	1106	0.5979	0.7150	0.5979	0.7732
0.0739	8.9355	1108	0.5940	0.7150	0.5940	0.7707
0.0739	8.9516	1110	0.5925	0.7172	0.5925	0.7698
0.0739	8.9677	1112	0.5917	0.7108	0.5917	0.7692
0.0739	8.9839	1114	0.5924	0.7172	0.5924	0.7697
0.0739	9.0	1116	0.5937	0.7150	0.5937	0.7706
0.0739	9.0161	1118	0.5936	0.7150	0.5936	0.7704
0.0739	9.0323	1120	0.5935	0.7150	0.5935	0.7704
0.0739	9.0484	1122	0.5933	0.7150	0.5933	0.7703
0.0739	9.0645	1124	0.5934	0.7150	0.5934	0.7703
0.0739	9.0806	1126	0.5943	0.7150	0.5943	0.7709
0.0739	9.0968	1128	0.5958	0.7150	0.5958	0.7719
0.0739	9.1129	1130	0.5981	0.7083	0.5981	0.7734
0.0739	9.1290	1132	0.5990	0.7147	0.5990	0.7739
0.0739	9.1452	1134	0.5973	0.7105	0.5973	0.7729
0.0739	9.1613	1136	0.5952	0.7150	0.5952	0.7715
0.0739	9.1774	1138	0.5950	0.7196	0.5950	0.7714
0.0739	9.1935	1140	0.5951	0.7196	0.5951	0.7714
0.0739	9.2097	1142	0.5947	0.7218	0.5947	0.7712
0.0739	9.2258	1144	0.5945	0.7154	0.5945	0.7710
0.0739	9.2419	1146	0.5947	0.7161	0.5947	0.7712
0.0739	9.2581	1148	0.5953	0.7161	0.5953	0.7716
0.0739	9.2742	1150	0.5962	0.7161	0.5962	0.7722
0.0739	9.2903	1152	0.5961	0.7161	0.5961	0.7721
0.0739	9.3065	1154	0.5958	0.7161	0.5958	0.7719
0.0739	9.3226	1156	0.5955	0.7176	0.5955	0.7717
0.0739	9.3387	1158	0.5955	0.7130	0.5955	0.7717
0.0739	9.3548	1160	0.5977	0.7150	0.5977	0.7731
0.0739	9.3710	1162	0.6007	0.7105	0.6007	0.7751
0.0739	9.3871	1164	0.6041	0.7105	0.6041	0.7772
0.0739	9.4032	1166	0.6088	0.7083	0.6088	0.7802
0.0739	9.4194	1168	0.6132	0.7101	0.6132	0.7831
0.0739	9.4355	1170	0.6163	0.7081	0.6163	0.7851
0.0739	9.4516	1172	0.6169	0.7081	0.6169	0.7854
0.0739	9.4677	1174	0.6148	0.7101	0.6148	0.7841
0.0739	9.4839	1176	0.6128	0.7101	0.6128	0.7828
0.0739	9.5	1178	0.6090	0.7105	0.6090	0.7804
0.0739	9.5161	1180	0.6046	0.7105	0.6046	0.7776
0.0739	9.5323	1182	0.6014	0.7105	0.6014	0.7755
0.0739	9.5484	1184	0.6001	0.7108	0.6001	0.7747
0.0739	9.5645	1186	0.6000	0.7108	0.6000	0.7746
0.0739	9.5806	1188	0.6001	0.7161	0.6001	0.7747
0.0739	9.5968	1190	0.6006	0.7161	0.6006	0.7750
0.0739	9.6129	1192	0.6010	0.7161	0.6010	0.7752
0.0739	9.6290	1194	0.6015	0.7231	0.6015	0.7756
0.0739	9.6452	1196	0.6022	0.7131	0.6022	0.7760
0.0739	9.6613	1198	0.6025	0.7131	0.6025	0.7762
0.0739	9.6774	1200	0.6025	0.7131	0.6025	0.7762
0.0739	9.6935	1202	0.6025	0.7131	0.6025	0.7762
0.0739	9.7097	1204	0.6020	0.7110	0.6020	0.7759
0.0739	9.7258	1206	0.6018	0.7040	0.6018	0.7757
0.0739	9.7419	1208	0.6016	0.7040	0.6016	0.7757
0.0739	9.7581	1210	0.6015	0.7040	0.6015	0.7755
0.0739	9.7742	1212	0.6014	0.7040	0.6014	0.7755
0.0739	9.7903	1214	0.6017	0.7040	0.6017	0.7757
0.0739	9.8065	1216	0.6020	0.7157	0.6020	0.7759
0.0739	9.8226	1218	0.6023	0.7136	0.6023	0.7761
0.0739	9.8387	1220	0.6031	0.7150	0.6031	0.7766
0.0739	9.8548	1222	0.6039	0.7105	0.6039	0.7771
0.0739	9.8710	1224	0.6044	0.7105	0.6044	0.7774
0.0739	9.8871	1226	0.6048	0.7105	0.6048	0.7777
0.0739	9.9032	1228	0.6051	0.7105	0.6051	0.7779
0.0739	9.9194	1230	0.6054	0.7105	0.6054	0.7780
0.0739	9.9355	1232	0.6054	0.7105	0.6054	0.7781
0.0739	9.9516	1234	0.6053	0.7105	0.6053	0.7780
0.0739	9.9677	1236	0.6053	0.7105	0.6053	0.7780
0.0739	9.9839	1238	0.6052	0.7105	0.6052	0.7780
0.0739	10.0	1240	0.6052	0.7105	0.6052	0.7779

Framework versions

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