ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k20_task5_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: 0.7556
• Qwk: 0.7034
• Mse: 0.7556
• Rmse: 0.8692

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	0.0215	2	2.3253	-0.0202	2.3253	1.5249
No log	0.0430	4	1.7086	0.0621	1.7086	1.3071
No log	0.0645	6	1.5905	0.0784	1.5905	1.2611
No log	0.0860	8	1.4532	0.1051	1.4532	1.2055
No log	0.1075	10	1.3327	0.1951	1.3327	1.1544
No log	0.1290	12	1.3222	0.2198	1.3222	1.1499
No log	0.1505	14	1.4326	0.2225	1.4326	1.1969
No log	0.1720	16	1.3254	0.1959	1.3254	1.1513
No log	0.1935	18	1.2713	0.2359	1.2713	1.1275
No log	0.2151	20	1.2679	0.2658	1.2679	1.1260
No log	0.2366	22	1.2814	0.2535	1.2814	1.1320
No log	0.2581	24	1.3180	0.3006	1.3180	1.1480
No log	0.2796	26	1.4197	0.2558	1.4197	1.1915
No log	0.3011	28	1.6161	0.2297	1.6161	1.2713
No log	0.3226	30	1.9234	0.1492	1.9234	1.3869
No log	0.3441	32	1.8477	0.1392	1.8477	1.3593
No log	0.3656	34	1.4335	0.2533	1.4335	1.1973
No log	0.3871	36	1.2489	0.3046	1.2489	1.1175
No log	0.4086	38	1.1765	0.3273	1.1765	1.0847
No log	0.4301	40	1.1400	0.3587	1.1400	1.0677
No log	0.4516	42	1.1284	0.2497	1.1284	1.0622
No log	0.4731	44	1.1465	0.2485	1.1465	1.0707
No log	0.4946	46	1.1321	0.3322	1.1321	1.0640
No log	0.5161	48	1.1260	0.4113	1.1260	1.0612
No log	0.5376	50	1.1097	0.4131	1.1097	1.0534
No log	0.5591	52	1.0280	0.5031	1.0280	1.0139
No log	0.5806	54	1.0153	0.4956	1.0153	1.0076
No log	0.6022	56	1.0025	0.5321	1.0025	1.0012
No log	0.6237	58	1.1113	0.5346	1.1113	1.0542
No log	0.6452	60	1.5677	0.4316	1.5677	1.2521
No log	0.6667	62	1.4317	0.4660	1.4317	1.1965
No log	0.6882	64	1.0754	0.5522	1.0754	1.0370
No log	0.7097	66	1.0223	0.4610	1.0223	1.0111
No log	0.7312	68	1.0609	0.4306	1.0609	1.0300
No log	0.7527	70	1.1544	0.4110	1.1544	1.0744
No log	0.7742	72	1.1066	0.4219	1.1066	1.0519
No log	0.7957	74	0.9407	0.5069	0.9407	0.9699
No log	0.8172	76	0.8281	0.5484	0.8281	0.9100
No log	0.8387	78	0.8053	0.5922	0.8053	0.8974
No log	0.8602	80	0.8353	0.5911	0.8353	0.9140
No log	0.8817	82	0.9059	0.5799	0.9059	0.9518
No log	0.9032	84	0.9856	0.5692	0.9856	0.9928
No log	0.9247	86	0.9016	0.5604	0.9016	0.9495
No log	0.9462	88	0.7799	0.6244	0.7799	0.8831
No log	0.9677	90	0.7576	0.6171	0.7576	0.8704
No log	0.9892	92	0.7564	0.6200	0.7564	0.8697
No log	1.0108	94	0.8074	0.6230	0.8074	0.8985
No log	1.0323	96	0.8997	0.6101	0.8997	0.9485
No log	1.0538	98	0.8813	0.6045	0.8813	0.9388
No log	1.0753	100	0.7947	0.6269	0.7947	0.8914
No log	1.0968	102	0.7847	0.6089	0.7847	0.8858
No log	1.1183	104	0.7737	0.6556	0.7737	0.8796
No log	1.1398	106	0.7661	0.6768	0.7661	0.8753
No log	1.1613	108	0.8318	0.6702	0.8318	0.9120
No log	1.1828	110	0.9347	0.6318	0.9347	0.9668
No log	1.2043	112	0.9202	0.6354	0.9202	0.9592
No log	1.2258	114	0.7713	0.6479	0.7713	0.8782
No log	1.2473	116	0.7130	0.6323	0.7130	0.8444
No log	1.2688	118	0.7665	0.5856	0.7665	0.8755
No log	1.2903	120	0.7549	0.5903	0.7549	0.8688
No log	1.3118	122	0.7347	0.6521	0.7347	0.8572
No log	1.3333	124	0.8777	0.6650	0.8777	0.9368
No log	1.3548	126	1.1136	0.6187	1.1136	1.0552
No log	1.3763	128	1.1339	0.5942	1.1339	1.0649
No log	1.3978	130	0.9569	0.6594	0.9569	0.9782
No log	1.4194	132	0.8184	0.6694	0.8184	0.9047
No log	1.4409	134	0.7975	0.6439	0.7975	0.8930
No log	1.4624	136	0.8262	0.6408	0.8262	0.9089
No log	1.4839	138	0.8535	0.6331	0.8535	0.9239
No log	1.5054	140	0.8507	0.6259	0.8507	0.9223
No log	1.5269	142	0.8673	0.6204	0.8673	0.9313
No log	1.5484	144	0.8635	0.6290	0.8635	0.9293
No log	1.5699	146	0.9356	0.6292	0.9356	0.9673
No log	1.5914	148	1.0694	0.6545	1.0694	1.0341
No log	1.6129	150	1.0968	0.6457	1.0968	1.0473
No log	1.6344	152	1.1467	0.6443	1.1467	1.0708
No log	1.6559	154	1.0871	0.6313	1.0871	1.0427
No log	1.6774	156	1.0450	0.6373	1.0450	1.0222
No log	1.6989	158	0.9784	0.6338	0.9784	0.9892
No log	1.7204	160	0.8133	0.6654	0.8133	0.9018
No log	1.7419	162	0.7710	0.6541	0.7710	0.8781
No log	1.7634	164	0.8018	0.6055	0.8018	0.8954
No log	1.7849	166	0.7766	0.6178	0.7766	0.8813
No log	1.8065	168	0.7739	0.6389	0.7739	0.8797
No log	1.8280	170	0.9853	0.6452	0.9853	0.9926
No log	1.8495	172	1.1106	0.6469	1.1106	1.0539
No log	1.8710	174	0.9822	0.6395	0.9822	0.9910
No log	1.8925	176	0.7760	0.6643	0.7760	0.8809
No log	1.9140	178	0.7427	0.6602	0.7427	0.8618
No log	1.9355	180	0.7344	0.6729	0.7344	0.8570
No log	1.9570	182	0.7428	0.6788	0.7428	0.8618
No log	1.9785	184	0.8796	0.6885	0.8796	0.9379
No log	2.0	186	1.2441	0.5763	1.2441	1.1154
No log	2.0215	188	1.4124	0.5644	1.4124	1.1884
No log	2.0430	190	1.3389	0.5753	1.3389	1.1571
No log	2.0645	192	1.0098	0.6265	1.0098	1.0049
No log	2.0860	194	0.7764	0.6541	0.7764	0.8812
No log	2.1075	196	0.7214	0.6874	0.7214	0.8494
No log	2.1290	198	0.7240	0.6750	0.7240	0.8509
No log	2.1505	200	0.7579	0.6508	0.7579	0.8706
No log	2.1720	202	0.8686	0.6165	0.8686	0.9320
No log	2.1935	204	0.9563	0.6186	0.9563	0.9779
No log	2.2151	206	1.0009	0.6158	1.0009	1.0005
No log	2.2366	208	1.0176	0.6312	1.0176	1.0088
No log	2.2581	210	0.9436	0.6598	0.9436	0.9714
No log	2.2796	212	0.8711	0.6647	0.8711	0.9333
No log	2.3011	214	0.8652	0.6609	0.8652	0.9301
No log	2.3226	216	0.9151	0.6454	0.9151	0.9566
No log	2.3441	218	0.9954	0.6425	0.9954	0.9977
No log	2.3656	220	1.0139	0.5893	1.0139	1.0069
No log	2.3871	222	0.9557	0.6290	0.9557	0.9776
No log	2.4086	224	0.9080	0.6531	0.9080	0.9529
No log	2.4301	226	0.8771	0.6599	0.8771	0.9366
No log	2.4516	228	0.8267	0.6476	0.8267	0.9093
No log	2.4731	230	0.7836	0.6523	0.7836	0.8852
No log	2.4946	232	0.7369	0.6527	0.7369	0.8584
No log	2.5161	234	0.7258	0.6569	0.7258	0.8519
No log	2.5376	236	0.7519	0.6936	0.7519	0.8671
No log	2.5591	238	0.8529	0.6554	0.8529	0.9235
No log	2.5806	240	1.1097	0.6130	1.1097	1.0534
No log	2.6022	242	1.2191	0.5948	1.2191	1.1041
No log	2.6237	244	1.1385	0.6095	1.1385	1.0670
No log	2.6452	246	0.9167	0.6245	0.9167	0.9574
No log	2.6667	248	0.7179	0.6711	0.7179	0.8473
No log	2.6882	250	0.6828	0.6901	0.6828	0.8263
No log	2.7097	252	0.6853	0.6901	0.6853	0.8278
No log	2.7312	254	0.6717	0.6921	0.6717	0.8196
No log	2.7527	256	0.6878	0.6896	0.6878	0.8293
No log	2.7742	258	0.7611	0.6565	0.7611	0.8724
No log	2.7957	260	0.8357	0.6821	0.8357	0.9142
No log	2.8172	262	0.8175	0.6909	0.8175	0.9041
No log	2.8387	264	0.7407	0.6932	0.7407	0.8606
No log	2.8602	266	0.7234	0.6873	0.7234	0.8505
No log	2.8817	268	0.7787	0.6829	0.7787	0.8824
No log	2.9032	270	0.9005	0.6812	0.9005	0.9489
No log	2.9247	272	0.9066	0.6812	0.9066	0.9521
No log	2.9462	274	0.8065	0.6720	0.8065	0.8980
No log	2.9677	276	0.7383	0.6807	0.7383	0.8593
No log	2.9892	278	0.6899	0.6805	0.6899	0.8306
No log	3.0108	280	0.6697	0.6436	0.6697	0.8183
No log	3.0323	282	0.6555	0.6556	0.6555	0.8096
No log	3.0538	284	0.6529	0.6556	0.6529	0.8080
No log	3.0753	286	0.6556	0.6403	0.6556	0.8097
No log	3.0968	288	0.6926	0.6510	0.6926	0.8322
No log	3.1183	290	0.7600	0.6846	0.7600	0.8718
No log	3.1398	292	0.8417	0.6552	0.8417	0.9174
No log	3.1613	294	0.8084	0.6630	0.8084	0.8991
No log	3.1828	296	0.7207	0.6736	0.7207	0.8489
No log	3.2043	298	0.6794	0.6997	0.6794	0.8243
No log	3.2258	300	0.6733	0.7277	0.6733	0.8206
No log	3.2473	302	0.7187	0.7309	0.7187	0.8478
No log	3.2688	304	0.7568	0.7344	0.7568	0.8699
No log	3.2903	306	0.8214	0.7262	0.8214	0.9063
No log	3.3118	308	0.9226	0.6941	0.9226	0.9605
No log	3.3333	310	0.8856	0.7038	0.8856	0.9411
No log	3.3548	312	0.8626	0.6881	0.8626	0.9287
No log	3.3763	314	0.8024	0.6898	0.8024	0.8957
No log	3.3978	316	0.7163	0.7070	0.7163	0.8463
No log	3.4194	318	0.6794	0.7204	0.6794	0.8242
No log	3.4409	320	0.7206	0.7016	0.7206	0.8489
No log	3.4624	322	0.8210	0.6759	0.8210	0.9061
No log	3.4839	324	0.8458	0.6751	0.8458	0.9197
No log	3.5054	326	0.7829	0.6796	0.7829	0.8848
No log	3.5269	328	0.6926	0.6910	0.6926	0.8322
No log	3.5484	330	0.6788	0.7033	0.6788	0.8239
No log	3.5699	332	0.7274	0.7201	0.7274	0.8529
No log	3.5914	334	0.7765	0.7104	0.7765	0.8812
No log	3.6129	336	0.8776	0.7057	0.8776	0.9368
No log	3.6344	338	0.9413	0.6818	0.9413	0.9702
No log	3.6559	340	0.9887	0.6649	0.9887	0.9943
No log	3.6774	342	0.8990	0.6929	0.8990	0.9482
No log	3.6989	344	0.8020	0.7104	0.8020	0.8956
No log	3.7204	346	0.7821	0.7021	0.7821	0.8844
No log	3.7419	348	0.7681	0.7050	0.7681	0.8764
No log	3.7634	350	0.7277	0.6828	0.7277	0.8531
No log	3.7849	352	0.7314	0.6874	0.7314	0.8552
No log	3.8065	354	0.7571	0.6860	0.7571	0.8701
No log	3.8280	356	0.7969	0.6939	0.7969	0.8927
No log	3.8495	358	0.8972	0.6720	0.8972	0.9472
No log	3.8710	360	0.9516	0.6503	0.9516	0.9755
No log	3.8925	362	0.9031	0.6888	0.9031	0.9503
No log	3.9140	364	0.7726	0.7086	0.7726	0.8790
No log	3.9355	366	0.6690	0.7390	0.6690	0.8179
No log	3.9570	368	0.6468	0.7306	0.6468	0.8042
No log	3.9785	370	0.6592	0.7368	0.6592	0.8119
No log	4.0	372	0.7028	0.7204	0.7028	0.8383
No log	4.0215	374	0.8086	0.6799	0.8086	0.8992
No log	4.0430	376	0.9115	0.6361	0.9115	0.9547
No log	4.0645	378	0.9203	0.6521	0.9203	0.9593
No log	4.0860	380	0.8657	0.6697	0.8657	0.9305
No log	4.1075	382	0.7773	0.7067	0.7773	0.8816
No log	4.1290	384	0.6912	0.7418	0.6912	0.8314
No log	4.1505	386	0.6596	0.7372	0.6596	0.8122
No log	4.1720	388	0.6802	0.7379	0.6802	0.8248
No log	4.1935	390	0.7428	0.7379	0.7428	0.8619
No log	4.2151	392	0.7935	0.7025	0.7935	0.8908
No log	4.2366	394	0.8798	0.6842	0.8798	0.9380
No log	4.2581	396	0.8800	0.6842	0.8800	0.9381
No log	4.2796	398	0.8050	0.6935	0.8050	0.8972
No log	4.3011	400	0.7503	0.7225	0.7503	0.8662
No log	4.3226	402	0.7298	0.7413	0.7298	0.8543
No log	4.3441	404	0.7859	0.7043	0.7859	0.8865
No log	4.3656	406	0.8558	0.6986	0.8558	0.9251
No log	4.3871	408	0.9763	0.6626	0.9763	0.9881
No log	4.4086	410	0.9406	0.6679	0.9406	0.9699
No log	4.4301	412	0.8170	0.6965	0.8170	0.9039
No log	4.4516	414	0.7080	0.7367	0.7080	0.8414
No log	4.4731	416	0.6771	0.7465	0.6771	0.8228
No log	4.4946	418	0.7086	0.7344	0.7086	0.8418
No log	4.5161	420	0.8034	0.7220	0.8034	0.8963
No log	4.5376	422	0.8868	0.6843	0.8868	0.9417
No log	4.5591	424	0.9472	0.6559	0.9472	0.9732
No log	4.5806	426	0.9597	0.6590	0.9597	0.9796
No log	4.6022	428	0.8733	0.6795	0.8733	0.9345
No log	4.6237	430	0.7750	0.7057	0.7750	0.8803
No log	4.6452	432	0.7754	0.7079	0.7754	0.8806
No log	4.6667	434	0.8218	0.7003	0.8218	0.9066
No log	4.6882	436	0.8756	0.6752	0.8756	0.9358
No log	4.7097	438	0.9485	0.6572	0.9485	0.9739
No log	4.7312	440	1.0078	0.6491	1.0078	1.0039
No log	4.7527	442	1.0156	0.6491	1.0156	1.0077
No log	4.7742	444	0.9475	0.6460	0.9475	0.9734
No log	4.7957	446	0.8289	0.6877	0.8289	0.9104
No log	4.8172	448	0.7581	0.7219	0.7581	0.8707
No log	4.8387	450	0.7145	0.7343	0.7145	0.8453
No log	4.8602	452	0.7533	0.7281	0.7533	0.8679
No log	4.8817	454	0.8501	0.7032	0.8501	0.9220
No log	4.9032	456	0.9797	0.6870	0.9797	0.9898
No log	4.9247	458	1.0168	0.6780	1.0168	1.0083
No log	4.9462	460	0.9276	0.6968	0.9276	0.9631
No log	4.9677	462	0.8493	0.7116	0.8493	0.9216
No log	4.9892	464	0.7894	0.7335	0.7894	0.8885
No log	5.0108	466	0.6947	0.7322	0.6947	0.8335
No log	5.0323	468	0.6526	0.7307	0.6526	0.8078
No log	5.0538	470	0.6555	0.7246	0.6555	0.8096
No log	5.0753	472	0.6975	0.7212	0.6975	0.8352
No log	5.0968	474	0.7366	0.7363	0.7366	0.8583
No log	5.1183	476	0.7596	0.7275	0.7596	0.8715
No log	5.1398	478	0.7441	0.7434	0.7441	0.8626
No log	5.1613	480	0.6998	0.7399	0.6998	0.8365
No log	5.1828	482	0.6528	0.7382	0.6528	0.8079
No log	5.2043	484	0.6415	0.7346	0.6415	0.8009
No log	5.2258	486	0.6484	0.7232	0.6484	0.8052
No log	5.2473	488	0.6835	0.7189	0.6835	0.8268
No log	5.2688	490	0.7412	0.7418	0.7412	0.8609
No log	5.2903	492	0.7458	0.7495	0.7458	0.8636
No log	5.3118	494	0.7604	0.7274	0.7604	0.8720
No log	5.3333	496	0.7615	0.7156	0.7615	0.8726
No log	5.3548	498	0.7628	0.7090	0.7628	0.8734
0.3302	5.3763	500	0.8029	0.6616	0.8029	0.8960
0.3302	5.3978	502	0.8609	0.6426	0.8609	0.9279
0.3302	5.4194	504	0.9592	0.6538	0.9592	0.9794
0.3302	5.4409	506	0.9859	0.6627	0.9859	0.9929
0.3302	5.4624	508	0.9573	0.6636	0.9573	0.9784
0.3302	5.4839	510	0.9363	0.6931	0.9363	0.9676
0.3302	5.5054	512	0.9423	0.6875	0.9423	0.9707
0.3302	5.5269	514	0.9890	0.6875	0.9890	0.9945
0.3302	5.5484	516	0.9540	0.6875	0.9540	0.9767
0.3302	5.5699	518	0.9151	0.6789	0.9151	0.9566
0.3302	5.5914	520	0.8500	0.6894	0.8500	0.9219
0.3302	5.6129	522	0.7860	0.7199	0.7860	0.8866
0.3302	5.6344	524	0.7559	0.7080	0.7559	0.8694
0.3302	5.6559	526	0.7671	0.7080	0.7671	0.8759
0.3302	5.6774	528	0.7925	0.7014	0.7925	0.8902
0.3302	5.6989	530	0.8251	0.6739	0.8251	0.9083
0.3302	5.7204	532	0.8158	0.6871	0.8158	0.9032
0.3302	5.7419	534	0.7878	0.6953	0.7878	0.8876
0.3302	5.7634	536	0.7554	0.6953	0.7554	0.8691
0.3302	5.7849	538	0.7541	0.6892	0.7541	0.8684
0.3302	5.8065	540	0.8089	0.7006	0.8089	0.8994
0.3302	5.8280	542	0.8384	0.6951	0.8384	0.9156
0.3302	5.8495	544	0.8917	0.6881	0.8917	0.9443
0.3302	5.8710	546	0.9257	0.6841	0.9257	0.9621
0.3302	5.8925	548	0.8820	0.6585	0.8820	0.9391
0.3302	5.9140	550	0.7958	0.6808	0.7958	0.8921
0.3302	5.9355	552	0.7564	0.6867	0.7564	0.8697
0.3302	5.9570	554	0.7582	0.6867	0.7582	0.8707
0.3302	5.9785	556	0.7869	0.6854	0.7869	0.8871
0.3302	6.0	558	0.8265	0.6634	0.8265	0.9091
0.3302	6.0215	560	0.8751	0.6864	0.8751	0.9355
0.3302	6.0430	562	0.8718	0.6864	0.8718	0.9337
0.3302	6.0645	564	0.8230	0.6643	0.8230	0.9072
0.3302	6.0860	566	0.7682	0.6918	0.7682	0.8765
0.3302	6.1075	568	0.7467	0.6932	0.7467	0.8641
0.3302	6.1290	570	0.7689	0.6909	0.7689	0.8769
0.3302	6.1505	572	0.8187	0.6871	0.8187	0.9048
0.3302	6.1720	574	0.8909	0.6663	0.8909	0.9439
0.3302	6.1935	576	0.9537	0.6492	0.9537	0.9766
0.3302	6.2151	578	0.9405	0.6706	0.9405	0.9698
0.3302	6.2366	580	0.8870	0.6731	0.8870	0.9418
0.3302	6.2581	582	0.8077	0.6976	0.8077	0.8987
0.3302	6.2796	584	0.7328	0.6813	0.7328	0.8561
0.3302	6.3011	586	0.7010	0.6834	0.7010	0.8373
0.3302	6.3226	588	0.6967	0.6813	0.6967	0.8347
0.3302	6.3441	590	0.7140	0.6821	0.7140	0.8450
0.3302	6.3656	592	0.7466	0.7192	0.7466	0.8641
0.3302	6.3871	594	0.8105	0.6965	0.8105	0.9003
0.3302	6.4086	596	0.9012	0.6940	0.9012	0.9493
0.3302	6.4301	598	0.9598	0.6773	0.9598	0.9797
0.3302	6.4516	600	0.9683	0.6773	0.9683	0.9840
0.3302	6.4731	602	0.9382	0.6891	0.9382	0.9686
0.3302	6.4946	604	0.9165	0.6979	0.9165	0.9574
0.3302	6.5161	606	0.8828	0.7065	0.8828	0.9396
0.3302	6.5376	608	0.8267	0.6995	0.8267	0.9092
0.3302	6.5591	610	0.8100	0.6767	0.8100	0.9000
0.3302	6.5806	612	0.7949	0.6788	0.7949	0.8915
0.3302	6.6022	614	0.7770	0.6788	0.7770	0.8815
0.3302	6.6237	616	0.7634	0.6820	0.7634	0.8737
0.3302	6.6452	618	0.7714	0.6912	0.7714	0.8783
0.3302	6.6667	620	0.8136	0.6759	0.8136	0.9020
0.3302	6.6882	622	0.8392	0.6937	0.8392	0.9161
0.3302	6.7097	624	0.8885	0.6944	0.8885	0.9426
0.3302	6.7312	626	0.9125	0.7022	0.9125	0.9552
0.3302	6.7527	628	0.9104	0.7022	0.9104	0.9542
0.3302	6.7742	630	0.8527	0.7269	0.8527	0.9234
0.3302	6.7957	632	0.7838	0.7134	0.7838	0.8853
0.3302	6.8172	634	0.7619	0.7037	0.7619	0.8728
0.3302	6.8387	636	0.7579	0.7037	0.7579	0.8706
0.3302	6.8602	638	0.7649	0.6934	0.7649	0.8746
0.3302	6.8817	640	0.7895	0.6884	0.7895	0.8885
0.3302	6.9032	642	0.8083	0.6946	0.8083	0.8991
0.3302	6.9247	644	0.8049	0.6940	0.8049	0.8972
0.3302	6.9462	646	0.8137	0.6840	0.8137	0.9021
0.3302	6.9677	648	0.8043	0.6840	0.8043	0.8968
0.3302	6.9892	650	0.7741	0.6751	0.7741	0.8798
0.3302	7.0108	652	0.7648	0.6751	0.7648	0.8745
0.3302	7.0323	654	0.7347	0.6751	0.7347	0.8571
0.3302	7.0538	656	0.7156	0.6855	0.7156	0.8459
0.3302	7.0753	658	0.7099	0.7072	0.7099	0.8426
0.3302	7.0968	660	0.7142	0.7075	0.7142	0.8451
0.3302	7.1183	662	0.6943	0.7142	0.6943	0.8333
0.3302	7.1398	664	0.6780	0.7249	0.6780	0.8234
0.3302	7.1613	666	0.6827	0.7333	0.6827	0.8263
0.3302	7.1828	668	0.7088	0.7160	0.7088	0.8419
0.3302	7.2043	670	0.7523	0.7103	0.7523	0.8673
0.3302	7.2258	672	0.8022	0.7140	0.8022	0.8957
0.3302	7.2473	674	0.8310	0.7174	0.8310	0.9116
0.3302	7.2688	676	0.8341	0.7018	0.8341	0.9133
0.3302	7.2903	678	0.8110	0.7014	0.8110	0.9005
0.3302	7.3118	680	0.8094	0.6932	0.8094	0.8997
0.3302	7.3333	682	0.8329	0.6846	0.8329	0.9126
0.3302	7.3548	684	0.8694	0.6846	0.8694	0.9324
0.3302	7.3763	686	0.8776	0.6907	0.8776	0.9368
0.3302	7.3978	688	0.8706	0.6846	0.8706	0.9331
0.3302	7.4194	690	0.8544	0.6828	0.8544	0.9243
0.3302	7.4409	692	0.8154	0.6759	0.8154	0.9030
0.3302	7.4624	694	0.7598	0.6898	0.7598	0.8717
0.3302	7.4839	696	0.7072	0.7068	0.7072	0.8410
0.3302	7.5054	698	0.6753	0.7073	0.6753	0.8218
0.3302	7.5269	700	0.6624	0.7120	0.6624	0.8139
0.3302	7.5484	702	0.6616	0.7209	0.6616	0.8134
0.3302	7.5699	704	0.6744	0.7310	0.6744	0.8212
0.3302	7.5914	706	0.7081	0.7281	0.7081	0.8415
0.3302	7.6129	708	0.7516	0.7139	0.7516	0.8670
0.3302	7.6344	710	0.7778	0.7119	0.7778	0.8819
0.3302	7.6559	712	0.8003	0.6991	0.8003	0.8946
0.3302	7.6774	714	0.8156	0.6991	0.8156	0.9031
0.3302	7.6989	716	0.8109	0.7034	0.8109	0.9005
0.3302	7.7204	718	0.7701	0.7033	0.7701	0.8776
0.3302	7.7419	720	0.7482	0.7095	0.7482	0.8650
0.3302	7.7634	722	0.7509	0.7095	0.7509	0.8666
0.3302	7.7849	724	0.7498	0.7095	0.7498	0.8659
0.3302	7.8065	726	0.7428	0.7095	0.7428	0.8619
0.3302	7.8280	728	0.7437	0.7095	0.7437	0.8624
0.3302	7.8495	730	0.7164	0.7033	0.7164	0.8464
0.3302	7.8710	732	0.6921	0.7188	0.6921	0.8319
0.3302	7.8925	734	0.6894	0.7188	0.6894	0.8303
0.3302	7.9140	736	0.7123	0.7016	0.7123	0.8440
0.3302	7.9355	738	0.7495	0.7005	0.7495	0.8657
0.3302	7.9570	740	0.8024	0.6965	0.8024	0.8957
0.3302	7.9785	742	0.8725	0.6907	0.8725	0.9341
0.3302	8.0	744	0.9152	0.6882	0.9152	0.9567
0.3302	8.0215	746	0.9281	0.6926	0.9281	0.9634
0.3302	8.0430	748	0.9057	0.6976	0.9057	0.9517
0.3302	8.0645	750	0.8684	0.6991	0.8684	0.9319
0.3302	8.0860	752	0.8308	0.7014	0.8308	0.9115
0.3302	8.1075	754	0.8004	0.7014	0.8004	0.8947
0.3302	8.1290	756	0.7942	0.7014	0.7942	0.8912
0.3302	8.1505	758	0.7999	0.7014	0.7999	0.8944
0.3302	8.1720	760	0.8206	0.7014	0.8206	0.9059
0.3302	8.1935	762	0.8311	0.7014	0.8311	0.9116
0.3302	8.2151	764	0.8455	0.7014	0.8455	0.9195
0.3302	8.2366	766	0.8551	0.7072	0.8551	0.9247
0.3302	8.2581	768	0.8732	0.7075	0.8732	0.9344
0.3302	8.2796	770	0.8944	0.7056	0.8944	0.9458
0.3302	8.3011	772	0.9120	0.7134	0.9120	0.9550
0.3302	8.3226	774	0.9303	0.7134	0.9303	0.9645
0.3302	8.3441	776	0.9467	0.6835	0.9467	0.9730
0.3302	8.3656	778	0.9496	0.6835	0.9496	0.9745
0.3302	8.3871	780	0.9409	0.7015	0.9409	0.9700
0.3302	8.4086	782	0.9141	0.7015	0.9141	0.9561
0.3302	8.4301	784	0.8750	0.6972	0.8750	0.9354
0.3302	8.4516	786	0.8389	0.6846	0.8389	0.9159
0.3302	8.4731	788	0.8158	0.6865	0.8158	0.9032
0.3302	8.4946	790	0.8065	0.6859	0.8065	0.8980
0.3302	8.5161	792	0.7920	0.6865	0.7920	0.8900
0.3302	8.5376	794	0.7844	0.6884	0.7844	0.8856
0.3302	8.5591	796	0.7854	0.6970	0.7854	0.8862
0.3302	8.5806	798	0.7976	0.7053	0.7976	0.8931
0.3302	8.6022	800	0.8103	0.7034	0.8103	0.9002
0.3302	8.6237	802	0.8009	0.7134	0.8009	0.8949
0.3302	8.6452	804	0.7911	0.7076	0.7911	0.8894
0.3302	8.6667	806	0.7844	0.7076	0.7844	0.8856
0.3302	8.6882	808	0.7847	0.7076	0.7847	0.8858
0.3302	8.7097	810	0.7871	0.7076	0.7871	0.8872
0.3302	8.7312	812	0.7954	0.7134	0.7954	0.8919
0.3302	8.7527	814	0.8020	0.7134	0.8020	0.8955
0.3302	8.7742	816	0.8186	0.7095	0.8186	0.9048
0.3302	8.7957	818	0.8333	0.7095	0.8333	0.9128
0.3302	8.8172	820	0.8416	0.7095	0.8416	0.9174
0.3302	8.8387	822	0.8460	0.7095	0.8460	0.9198
0.3302	8.8602	824	0.8358	0.7095	0.8358	0.9142
0.3302	8.8817	826	0.8307	0.7095	0.8307	0.9114
0.3302	8.9032	828	0.8368	0.7095	0.8368	0.9148
0.3302	8.9247	830	0.8450	0.6995	0.8450	0.9192
0.3302	8.9462	832	0.8571	0.6995	0.8571	0.9258
0.3302	8.9677	834	0.8654	0.6995	0.8654	0.9303
0.3302	8.9892	836	0.8590	0.6995	0.8590	0.9268
0.3302	9.0108	838	0.8535	0.6995	0.8535	0.9239
0.3302	9.0323	840	0.8548	0.6995	0.8548	0.9245
0.3302	9.0538	842	0.8485	0.6995	0.8485	0.9211
0.3302	9.0753	844	0.8372	0.6995	0.8372	0.9150
0.3302	9.0968	846	0.8266	0.7014	0.8266	0.9092
0.3302	9.1183	848	0.8250	0.7014	0.8250	0.9083
0.3302	9.1398	850	0.8209	0.7014	0.8209	0.9060
0.3302	9.1613	852	0.8241	0.7014	0.8241	0.9078
0.3302	9.1828	854	0.8339	0.7095	0.8339	0.9132
0.3302	9.2043	856	0.8395	0.7095	0.8395	0.9162
0.3302	9.2258	858	0.8335	0.7095	0.8335	0.9130
0.3302	9.2473	860	0.8247	0.7095	0.8247	0.9081
0.3302	9.2688	862	0.8128	0.7095	0.8128	0.9016
0.3302	9.2903	864	0.7982	0.7014	0.7982	0.8934
0.3302	9.3118	866	0.7847	0.7014	0.7847	0.8858
0.3302	9.3333	868	0.7731	0.7014	0.7731	0.8793
0.3302	9.3548	870	0.7614	0.6975	0.7614	0.8726
0.3302	9.3763	872	0.7527	0.6975	0.7527	0.8676
0.3302	9.3978	874	0.7502	0.6975	0.7502	0.8661
0.3302	9.4194	876	0.7533	0.6975	0.7533	0.8679
0.3302	9.4409	878	0.7517	0.6975	0.7517	0.8670
0.3302	9.4624	880	0.7472	0.6975	0.7472	0.8644
0.3302	9.4839	882	0.7433	0.6890	0.7433	0.8621
0.3302	9.5054	884	0.7415	0.6822	0.7415	0.8611
0.3302	9.5269	886	0.7393	0.6923	0.7393	0.8598
0.3302	9.5484	888	0.7383	0.6923	0.7383	0.8592
0.3302	9.5699	890	0.7388	0.6822	0.7388	0.8595
0.3302	9.5914	892	0.7367	0.6822	0.7367	0.8583
0.3302	9.6129	894	0.7342	0.7050	0.7342	0.8569
0.3302	9.6344	896	0.7363	0.6948	0.7363	0.8581
0.3302	9.6559	898	0.7385	0.7033	0.7385	0.8594
0.3302	9.6774	900	0.7439	0.6890	0.7439	0.8625
0.3302	9.6989	902	0.7475	0.6890	0.7475	0.8646
0.3302	9.7204	904	0.7509	0.6890	0.7509	0.8665
0.3302	9.7419	906	0.7543	0.6975	0.7543	0.8685
0.3302	9.7634	908	0.7591	0.7034	0.7591	0.8713
0.3302	9.7849	910	0.7634	0.7034	0.7634	0.8737
0.3302	9.8065	912	0.7660	0.7034	0.7660	0.8752
0.3302	9.8280	914	0.7665	0.7034	0.7665	0.8755
0.3302	9.8495	916	0.7658	0.7034	0.7658	0.8751
0.3302	9.8710	918	0.7638	0.7034	0.7638	0.8739
0.3302	9.8925	920	0.7618	0.7034	0.7618	0.8728
0.3302	9.9140	922	0.7597	0.7034	0.7597	0.8716
0.3302	9.9355	924	0.7580	0.7034	0.7580	0.8706
0.3302	9.9570	926	0.7569	0.7034	0.7569	0.8700
0.3302	9.9785	928	0.7560	0.7034	0.7560	0.8695
0.3302	10.0	930	0.7556	0.7034	0.7556	0.8692

Framework versions

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