ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_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: 0.9261
• Qwk: 0.6875
• Mse: 0.9261
• Rmse: 0.9624

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	0.0270	2	2.3721	-0.0045	2.3721	1.5402
No log	0.0541	4	1.6499	0.1190	1.6499	1.2845
No log	0.0811	6	1.8735	-0.0428	1.8735	1.3688
No log	0.1081	8	1.7646	0.2302	1.7646	1.3284
No log	0.1351	10	1.6639	0.2767	1.6639	1.2899
No log	0.1622	12	1.9369	0.2385	1.9369	1.3917
No log	0.1892	14	1.9176	0.1923	1.9176	1.3848
No log	0.2162	16	1.8415	0.1205	1.8415	1.3570
No log	0.2432	18	1.7472	0.1074	1.7472	1.3218
No log	0.2703	20	1.6625	0.0411	1.6625	1.2894
No log	0.2973	22	1.7796	0.1476	1.7796	1.3340
No log	0.3243	24	2.1207	0.2366	2.1207	1.4563
No log	0.3514	26	2.6504	0.1056	2.6504	1.6280
No log	0.3784	28	2.6384	0.0758	2.6384	1.6243
No log	0.4054	30	2.2713	0.1833	2.2713	1.5071
No log	0.4324	32	1.7768	0.3476	1.7768	1.3330
No log	0.4595	34	1.5240	0.2204	1.5240	1.2345
No log	0.4865	36	1.4502	0.1827	1.4502	1.2042
No log	0.5135	38	1.5316	0.2947	1.5316	1.2376
No log	0.5405	40	1.5618	0.2783	1.5618	1.2497
No log	0.5676	42	1.6114	0.2666	1.6114	1.2694
No log	0.5946	44	1.4899	0.2957	1.4899	1.2206
No log	0.6216	46	1.3751	0.2643	1.3751	1.1726
No log	0.6486	48	1.2669	0.2990	1.2669	1.1256
No log	0.6757	50	1.2086	0.3549	1.2086	1.0994
No log	0.7027	52	1.2484	0.3465	1.2484	1.1173
No log	0.7297	54	1.4136	0.3536	1.4136	1.1889
No log	0.7568	56	1.4252	0.3846	1.4252	1.1938
No log	0.7838	58	1.7672	0.3726	1.7672	1.3294
No log	0.8108	60	2.0997	0.3800	2.0997	1.4490
No log	0.8378	62	1.8438	0.3772	1.8438	1.3579
No log	0.8649	64	1.3591	0.4455	1.3591	1.1658
No log	0.8919	66	1.2070	0.4392	1.2070	1.0986
No log	0.9189	68	1.3353	0.4259	1.3353	1.1556
No log	0.9459	70	1.3255	0.4137	1.3255	1.1513
No log	0.9730	72	1.4287	0.4493	1.4287	1.1953
No log	1.0	74	1.6095	0.4383	1.6095	1.2687
No log	1.0270	76	1.3577	0.4752	1.3577	1.1652
No log	1.0541	78	0.9956	0.5687	0.9956	0.9978
No log	1.0811	80	0.9188	0.5798	0.9188	0.9585
No log	1.1081	82	0.8864	0.5524	0.8864	0.9415
No log	1.1351	84	0.9371	0.5968	0.9371	0.9681
No log	1.1622	86	1.3455	0.5230	1.3455	1.1600
No log	1.1892	88	1.7706	0.4485	1.7706	1.3307
No log	1.2162	90	1.8559	0.4290	1.8559	1.3623
No log	1.2432	92	1.6172	0.4314	1.6172	1.2717
No log	1.2703	94	1.3494	0.4755	1.3494	1.1616
No log	1.2973	96	1.2223	0.5094	1.2223	1.1056
No log	1.3243	98	1.2326	0.5199	1.2326	1.1102
No log	1.3514	100	1.4172	0.4868	1.4172	1.1905
No log	1.3784	102	1.6951	0.4886	1.6951	1.3019
No log	1.4054	104	1.5928	0.4868	1.5928	1.2621
No log	1.4324	106	1.3007	0.5303	1.3007	1.1405
No log	1.4595	108	1.3007	0.5468	1.3007	1.1405
No log	1.4865	110	1.4468	0.5085	1.4468	1.2028
No log	1.5135	112	1.3890	0.5234	1.3890	1.1786
No log	1.5405	114	1.1607	0.5286	1.1607	1.0774
No log	1.5676	116	1.0829	0.5437	1.0829	1.0406
No log	1.5946	118	1.0528	0.5495	1.0528	1.0260
No log	1.6216	120	1.0877	0.5222	1.0877	1.0429
No log	1.6486	122	0.9694	0.5756	0.9694	0.9846
No log	1.6757	124	0.9275	0.6138	0.9275	0.9631
No log	1.7027	126	0.9249	0.6187	0.9249	0.9617
No log	1.7297	128	1.1239	0.5488	1.1239	1.0601
No log	1.7568	130	1.2718	0.5351	1.2718	1.1277
No log	1.7838	132	1.1227	0.5536	1.1227	1.0596
No log	1.8108	134	0.8997	0.6296	0.8997	0.9485
No log	1.8378	136	0.7983	0.6704	0.7983	0.8935
No log	1.8649	138	0.8343	0.7055	0.8343	0.9134
No log	1.8919	140	1.0270	0.6438	1.0270	1.0134
No log	1.9189	142	1.4324	0.5756	1.4324	1.1968
No log	1.9459	144	1.5795	0.5594	1.5795	1.2568
No log	1.9730	146	1.6015	0.5409	1.6015	1.2655
No log	2.0	148	1.4402	0.5485	1.4402	1.2001
No log	2.0270	150	1.1931	0.5075	1.1931	1.0923
No log	2.0541	152	1.0272	0.5268	1.0272	1.0135
No log	2.0811	154	1.0394	0.5174	1.0394	1.0195
No log	2.1081	156	1.1880	0.5489	1.1880	1.0899
No log	2.1351	158	1.2569	0.5545	1.2569	1.1211
No log	2.1622	160	1.2946	0.5581	1.2946	1.1378
No log	2.1892	162	1.2390	0.5659	1.2390	1.1131
No log	2.2162	164	1.0491	0.6481	1.0491	1.0242
No log	2.2432	166	0.8881	0.6644	0.8881	0.9424
No log	2.2703	168	0.8308	0.6970	0.8308	0.9115
No log	2.2973	170	0.7613	0.6991	0.7613	0.8725
No log	2.3243	172	0.7046	0.7032	0.7046	0.8394
No log	2.3514	174	0.7223	0.6965	0.7223	0.8499
No log	2.3784	176	0.8574	0.6963	0.8574	0.9259
No log	2.4054	178	0.9336	0.6769	0.9336	0.9662
No log	2.4324	180	0.8845	0.6886	0.8845	0.9405
No log	2.4595	182	0.7304	0.7175	0.7304	0.8546
No log	2.4865	184	0.6681	0.6865	0.6681	0.8174
No log	2.5135	186	0.6711	0.6796	0.6711	0.8192
No log	2.5405	188	0.7033	0.7246	0.7033	0.8386
No log	2.5676	190	0.8955	0.6728	0.8955	0.9463
No log	2.5946	192	1.0577	0.6161	1.0577	1.0285
No log	2.6216	194	0.9942	0.6492	0.9942	0.9971
No log	2.6486	196	0.8105	0.6667	0.8105	0.9003
No log	2.6757	198	0.7039	0.7094	0.7039	0.8390
No log	2.7027	200	0.6800	0.6936	0.6800	0.8246
No log	2.7297	202	0.6711	0.7073	0.6711	0.8192
No log	2.7568	204	0.6831	0.7276	0.6831	0.8265
No log	2.7838	206	0.7772	0.6925	0.7772	0.8816
No log	2.8108	208	0.9619	0.6337	0.9619	0.9808
No log	2.8378	210	1.1346	0.6115	1.1346	1.0652
No log	2.8649	212	1.1056	0.6321	1.1056	1.0515
No log	2.8919	214	0.9523	0.6303	0.9523	0.9759
No log	2.9189	216	0.8378	0.6651	0.8378	0.9153
No log	2.9459	218	0.8106	0.6602	0.8106	0.9004
No log	2.9730	220	0.8407	0.6560	0.8407	0.9169
No log	3.0	222	0.8443	0.6571	0.8443	0.9189
No log	3.0270	224	0.9275	0.6653	0.9275	0.9631
No log	3.0541	226	1.1843	0.6010	1.1843	1.0882
No log	3.0811	228	1.3398	0.5886	1.3398	1.1575
No log	3.1081	230	1.2858	0.6075	1.2858	1.1339
No log	3.1351	232	1.0958	0.6168	1.0958	1.0468
No log	3.1622	234	1.0268	0.6552	1.0268	1.0133
No log	3.1892	236	1.0992	0.6198	1.0992	1.0484
No log	3.2162	238	1.1357	0.6174	1.1357	1.0657
No log	3.2432	240	1.3080	0.5801	1.3080	1.1437
No log	3.2703	242	1.4910	0.5602	1.4910	1.2211
No log	3.2973	244	1.4276	0.5783	1.4276	1.1948
No log	3.3243	246	1.1811	0.6113	1.1811	1.0868
No log	3.3514	248	0.9666	0.6552	0.9666	0.9831
No log	3.3784	250	0.8348	0.6792	0.8348	0.9137
No log	3.4054	252	0.8303	0.6784	0.8303	0.9112
No log	3.4324	254	0.9330	0.6465	0.9330	0.9659
No log	3.4595	256	1.1686	0.6150	1.1686	1.0810
No log	3.4865	258	1.3110	0.5747	1.3110	1.1450
No log	3.5135	260	1.2512	0.5727	1.2512	1.1186
No log	3.5405	262	1.1350	0.5970	1.1350	1.0654
No log	3.5676	264	0.9801	0.6457	0.9801	0.9900
No log	3.5946	266	0.8519	0.6759	0.8519	0.9230
No log	3.6216	268	0.8423	0.7030	0.8423	0.9178
No log	3.6486	270	0.8859	0.7018	0.8859	0.9412
No log	3.6757	272	0.8309	0.7156	0.8309	0.9116
No log	3.7027	274	0.7690	0.7161	0.7690	0.8769
No log	3.7297	276	0.7899	0.7161	0.7899	0.8888
No log	3.7568	278	0.8188	0.7126	0.8188	0.9049
No log	3.7838	280	0.9091	0.6997	0.9091	0.9535
No log	3.8108	282	0.8633	0.6960	0.8633	0.9291
No log	3.8378	284	0.7564	0.7267	0.7564	0.8697
No log	3.8649	286	0.6880	0.7110	0.6880	0.8295
No log	3.8919	288	0.6500	0.7013	0.6500	0.8062
No log	3.9189	290	0.6404	0.7088	0.6404	0.8002
No log	3.9459	292	0.6406	0.7178	0.6406	0.8003
No log	3.9730	294	0.6823	0.7283	0.6823	0.8260
No log	4.0	296	0.7879	0.7525	0.7879	0.8876
No log	4.0270	298	1.0058	0.6868	1.0058	1.0029
No log	4.0541	300	1.1494	0.6701	1.1494	1.0721
No log	4.0811	302	1.1336	0.6727	1.1336	1.0647
No log	4.1081	304	1.0097	0.6721	1.0097	1.0048
No log	4.1351	306	0.8884	0.6575	0.8884	0.9425
No log	4.1622	308	0.8493	0.6759	0.8493	0.9216
No log	4.1892	310	0.8873	0.6670	0.8873	0.9420
No log	4.2162	312	0.9433	0.6435	0.9433	0.9712
No log	4.2432	314	1.0201	0.6550	1.0201	1.0100
No log	4.2703	316	1.0258	0.6784	1.0258	1.0128
No log	4.2973	318	1.0472	0.6784	1.0472	1.0233
No log	4.3243	320	0.9661	0.7026	0.9661	0.9829
No log	4.3514	322	0.8443	0.6932	0.8443	0.9188
No log	4.3784	324	0.7942	0.7062	0.7942	0.8912
No log	4.4054	326	0.7981	0.6963	0.7981	0.8934
No log	4.4324	328	0.8574	0.6940	0.8574	0.9260
No log	4.4595	330	0.8713	0.6819	0.8713	0.9334
No log	4.4865	332	0.8401	0.6969	0.8401	0.9165
No log	4.5135	334	0.8022	0.6922	0.8022	0.8957
No log	4.5405	336	0.7509	0.6833	0.7509	0.8665
No log	4.5676	338	0.7236	0.6873	0.7236	0.8506
No log	4.5946	340	0.7240	0.6836	0.7240	0.8509
No log	4.6216	342	0.7449	0.6930	0.7449	0.8631
No log	4.6486	344	0.7998	0.6729	0.7998	0.8943
No log	4.6757	346	0.7821	0.6922	0.7821	0.8844
No log	4.7027	348	0.7794	0.6966	0.7794	0.8828
No log	4.7297	350	0.7893	0.6747	0.7893	0.8884
No log	4.7568	352	0.7980	0.6704	0.7980	0.8933
No log	4.7838	354	0.7261	0.7015	0.7261	0.8521
No log	4.8108	356	0.6680	0.7107	0.6680	0.8173
No log	4.8378	358	0.6708	0.6836	0.6708	0.8190
No log	4.8649	360	0.7094	0.6779	0.7094	0.8423
No log	4.8919	362	0.8147	0.6723	0.8147	0.9026
No log	4.9189	364	0.9886	0.6477	0.9886	0.9943
No log	4.9459	366	1.0775	0.6183	1.0775	1.0380
No log	4.9730	368	1.1651	0.6000	1.1651	1.0794
No log	5.0	370	1.1566	0.6061	1.1566	1.0755
No log	5.0270	372	1.1102	0.6041	1.1102	1.0537
No log	5.0541	374	1.0742	0.6469	1.0742	1.0364
No log	5.0811	376	0.9799	0.6688	0.9799	0.9899
No log	5.1081	378	0.9433	0.6653	0.9433	0.9712
No log	5.1351	380	0.9528	0.6453	0.9528	0.9761
No log	5.1622	382	1.0525	0.5656	1.0525	1.0259
No log	5.1892	384	1.1325	0.5493	1.1325	1.0642
No log	5.2162	386	1.1354	0.5388	1.1354	1.0655
No log	5.2432	388	1.1299	0.5424	1.1299	1.0629
No log	5.2703	390	1.0766	0.5746	1.0766	1.0376
No log	5.2973	392	0.9548	0.6603	0.9548	0.9771
No log	5.3243	394	0.8653	0.6877	0.8653	0.9302
No log	5.3514	396	0.8353	0.6911	0.8353	0.9140
No log	5.3784	398	0.8339	0.6982	0.8339	0.9132
No log	5.4054	400	0.8074	0.7085	0.8074	0.8986
No log	5.4324	402	0.8341	0.6828	0.8341	0.9133
No log	5.4595	404	0.9253	0.6778	0.9253	0.9619
No log	5.4865	406	1.0231	0.6502	1.0231	1.0115
No log	5.5135	408	1.0596	0.6502	1.0596	1.0294
No log	5.5405	410	0.9785	0.6631	0.9785	0.9892
No log	5.5676	412	0.8513	0.6637	0.8513	0.9226
No log	5.5946	414	0.7569	0.6947	0.7569	0.8700
No log	5.6216	416	0.7261	0.7045	0.7261	0.8521
No log	5.6486	418	0.7359	0.6695	0.7359	0.8579
No log	5.6757	420	0.7822	0.6753	0.7822	0.8844
No log	5.7027	422	0.8695	0.6493	0.8695	0.9325
No log	5.7297	424	0.9330	0.6507	0.9330	0.9659
No log	5.7568	426	0.9361	0.6631	0.9361	0.9675
No log	5.7838	428	0.9378	0.6712	0.9378	0.9684
No log	5.8108	430	0.9479	0.6728	0.9479	0.9736
No log	5.8378	432	0.9001	0.6752	0.9001	0.9487
No log	5.8649	434	0.9063	0.6712	0.9063	0.9520
No log	5.8919	436	0.8762	0.6778	0.8762	0.9361
No log	5.9189	438	0.8836	0.6653	0.8836	0.9400
No log	5.9459	440	0.8890	0.6653	0.8890	0.9429
No log	5.9730	442	0.8744	0.6594	0.8744	0.9351
No log	6.0	444	0.8846	0.6653	0.8846	0.9406
No log	6.0270	446	0.9045	0.6713	0.9045	0.9511
No log	6.0541	448	0.9078	0.6795	0.9078	0.9528
No log	6.0811	450	0.9326	0.6875	0.9326	0.9657
No log	6.1081	452	0.9439	0.6778	0.9439	0.9715
No log	6.1351	454	0.9538	0.6613	0.9538	0.9766
No log	6.1622	456	0.9181	0.6654	0.9181	0.9582
No log	6.1892	458	0.8646	0.6823	0.8646	0.9298
No log	6.2162	460	0.7986	0.6904	0.7986	0.8936
No log	6.2432	462	0.7565	0.7028	0.7565	0.8698
No log	6.2703	464	0.7482	0.7028	0.7482	0.8650
No log	6.2973	466	0.7631	0.6966	0.7631	0.8736
No log	6.3243	468	0.7871	0.6868	0.7871	0.8872
No log	6.3514	470	0.8198	0.6832	0.8198	0.9055
No log	6.3784	472	0.8592	0.6747	0.8592	0.9269
No log	6.4054	474	0.8487	0.6739	0.8487	0.9213
No log	6.4324	476	0.8369	0.6704	0.8369	0.9148
No log	6.4595	478	0.8566	0.6563	0.8566	0.9255
No log	6.4865	480	0.9028	0.6661	0.9028	0.9502
No log	6.5135	482	0.9911	0.6362	0.9911	0.9955
No log	6.5405	484	1.0360	0.6207	1.0360	1.0178
No log	6.5676	486	1.0777	0.6407	1.0777	1.0381
No log	6.5946	488	1.0500	0.6407	1.0500	1.0247
No log	6.6216	490	0.9973	0.6535	0.9973	0.9987
No log	6.6486	492	0.9561	0.6761	0.9561	0.9778
No log	6.6757	494	0.9872	0.6465	0.9872	0.9936
No log	6.7027	496	0.9940	0.6337	0.9940	0.9970
No log	6.7297	498	0.9534	0.6324	0.9534	0.9764
0.3429	6.7568	500	0.9400	0.6339	0.9400	0.9696
0.3429	6.7838	502	0.9123	0.6401	0.9123	0.9551
0.3429	6.8108	504	0.8670	0.6705	0.8670	0.9312
0.3429	6.8378	506	0.8252	0.6867	0.8252	0.9084
0.3429	6.8649	508	0.8003	0.6849	0.8003	0.8946
0.3429	6.8919	510	0.8108	0.7001	0.8108	0.9004
0.3429	6.9189	512	0.8582	0.7141	0.8582	0.9264
0.3429	6.9459	514	0.9372	0.6967	0.9372	0.9681
0.3429	6.9730	516	0.9633	0.6868	0.9633	0.9815
0.3429	7.0	518	0.9885	0.6567	0.9885	0.9942
0.3429	7.0270	520	0.9759	0.6431	0.9759	0.9879
0.3429	7.0541	522	0.9577	0.6431	0.9577	0.9786
0.3429	7.0811	524	0.9122	0.6737	0.9122	0.9551
0.3429	7.1081	526	0.8876	0.6912	0.8876	0.9421
0.3429	7.1351	528	0.8454	0.7123	0.8454	0.9195
0.3429	7.1622	530	0.8096	0.6986	0.8096	0.8998
0.3429	7.1892	532	0.7844	0.6994	0.7844	0.8856
0.3429	7.2162	534	0.8001	0.6986	0.8001	0.8945
0.3429	7.2432	536	0.8524	0.7010	0.8524	0.9232
0.3429	7.2703	538	0.9233	0.6951	0.9233	0.9609
0.3429	7.2973	540	0.9962	0.6664	0.9962	0.9981
0.3429	7.3243	542	1.0066	0.6664	1.0066	1.0033
0.3429	7.3514	544	1.0073	0.6664	1.0073	1.0037
0.3429	7.3784	546	0.9625	0.6761	0.9625	0.9811
0.3429	7.4054	548	0.8888	0.6831	0.8888	0.9428
0.3429	7.4324	550	0.8464	0.6789	0.8464	0.9200
0.3429	7.4595	552	0.8451	0.6789	0.8451	0.9193
0.3429	7.4865	554	0.8770	0.6831	0.8770	0.9365
0.3429	7.5135	556	0.9181	0.6789	0.9181	0.9582
0.3429	7.5405	558	0.9705	0.6595	0.9705	0.9851
0.3429	7.5676	560	0.9965	0.6451	0.9965	0.9983
0.3429	7.5946	562	1.0238	0.6313	1.0238	1.0118
0.3429	7.6216	564	1.0650	0.6226	1.0650	1.0320
0.3429	7.6486	566	1.0884	0.6058	1.0884	1.0433
0.3429	7.6757	568	1.0726	0.6144	1.0726	1.0356
0.3429	7.7027	570	1.0229	0.6313	1.0229	1.0114
0.3429	7.7297	572	0.9586	0.6664	0.9586	0.9791
0.3429	7.7568	574	0.8925	0.6789	0.8925	0.9447
0.3429	7.7838	576	0.8446	0.6920	0.8446	0.9190
0.3429	7.8108	578	0.8250	0.6904	0.8250	0.9083
0.3429	7.8378	580	0.8024	0.6936	0.8024	0.8958
0.3429	7.8649	582	0.7933	0.6936	0.7933	0.8906
0.3429	7.8919	584	0.7991	0.6849	0.7991	0.8939
0.3429	7.9189	586	0.8294	0.6785	0.8294	0.9107
0.3429	7.9459	588	0.8583	0.6696	0.8583	0.9264
0.3429	7.9730	590	0.9029	0.6696	0.9029	0.9502
0.3429	8.0	592	0.9529	0.6485	0.9529	0.9761
0.3429	8.0270	594	0.9866	0.6118	0.9866	0.9933
0.3429	8.0541	596	1.0075	0.6152	1.0075	1.0037
0.3429	8.0811	598	1.0173	0.6167	1.0173	1.0086
0.3429	8.1081	600	1.0127	0.6152	1.0127	1.0063
0.3429	8.1351	602	0.9916	0.6195	0.9916	0.9958
0.3429	8.1622	604	0.9674	0.6131	0.9674	0.9836
0.3429	8.1892	606	0.9351	0.6567	0.9351	0.9670
0.3429	8.2162	608	0.9243	0.6627	0.9243	0.9614
0.3429	8.2432	610	0.9150	0.6713	0.9150	0.9566
0.3429	8.2703	612	0.9249	0.6722	0.9249	0.9617
0.3429	8.2973	614	0.9443	0.6705	0.9443	0.9718
0.3429	8.3243	616	0.9631	0.6587	0.9631	0.9814
0.3429	8.3514	618	0.9778	0.6565	0.9778	0.9889
0.3429	8.3784	620	0.9966	0.6565	0.9966	0.9983
0.3429	8.4054	622	1.0214	0.6525	1.0214	1.0106
0.3429	8.4324	624	1.0408	0.6583	1.0408	1.0202
0.3429	8.4595	626	1.0706	0.6527	1.0706	1.0347
0.3429	8.4865	628	1.1017	0.6005	1.1017	1.0496
0.3429	8.5135	630	1.1283	0.6005	1.1283	1.0622
0.3429	8.5405	632	1.1386	0.5921	1.1386	1.0671
0.3429	8.5676	634	1.1400	0.5921	1.1400	1.0677
0.3429	8.5946	636	1.1371	0.5921	1.1371	1.0664
0.3429	8.6216	638	1.1141	0.5962	1.1141	1.0555
0.3429	8.6486	640	1.0746	0.6181	1.0746	1.0366
0.3429	8.6757	642	1.0185	0.6525	1.0185	1.0092
0.3429	8.7027	644	0.9708	0.6680	0.9708	0.9853
0.3429	8.7297	646	0.9147	0.6688	0.9147	0.9564
0.3429	8.7568	648	0.8695	0.6782	0.8695	0.9325
0.3429	8.7838	650	0.8294	0.6764	0.8294	0.9107
0.3429	8.8108	652	0.8081	0.6958	0.8081	0.8990
0.3429	8.8378	654	0.7972	0.6958	0.7972	0.8929
0.3429	8.8649	656	0.8012	0.6958	0.8012	0.8951
0.3429	8.8919	658	0.8179	0.6963	0.8179	0.9044
0.3429	8.9189	660	0.8423	0.6772	0.8423	0.9178
0.3429	8.9459	662	0.8730	0.6912	0.8730	0.9343
0.3429	8.9730	664	0.8878	0.6992	0.8878	0.9422
0.3429	9.0	666	0.9044	0.6933	0.9044	0.9510
0.3429	9.0270	668	0.9285	0.6893	0.9285	0.9636
0.3429	9.0541	670	0.9455	0.6802	0.9455	0.9724
0.3429	9.0811	672	0.9585	0.6801	0.9585	0.9790
0.3429	9.1081	674	0.9774	0.6761	0.9774	0.9886
0.3429	9.1351	676	0.9891	0.6761	0.9891	0.9945
0.3429	9.1622	678	0.9925	0.6761	0.9925	0.9962
0.3429	9.1892	680	0.9913	0.6680	0.9913	0.9956
0.3429	9.2162	682	0.9900	0.6680	0.9900	0.9950
0.3429	9.2432	684	0.9898	0.6680	0.9898	0.9949
0.3429	9.2703	686	0.9801	0.6597	0.9801	0.9900
0.3429	9.2973	688	0.9717	0.6597	0.9717	0.9857
0.3429	9.3243	690	0.9592	0.6597	0.9592	0.9794
0.3429	9.3514	692	0.9577	0.6597	0.9577	0.9786
0.3429	9.3784	694	0.9606	0.6597	0.9606	0.9801
0.3429	9.4054	696	0.9578	0.6597	0.9578	0.9787
0.3429	9.4324	698	0.9575	0.6597	0.9575	0.9785
0.3429	9.4595	700	0.9584	0.6680	0.9584	0.9790
0.3429	9.4865	702	0.9549	0.6680	0.9549	0.9772
0.3429	9.5135	704	0.9483	0.6680	0.9483	0.9738
0.3429	9.5405	706	0.9406	0.6771	0.9406	0.9699
0.3429	9.5676	708	0.9358	0.6713	0.9358	0.9674
0.3429	9.5946	710	0.9357	0.6713	0.9357	0.9673
0.3429	9.6216	712	0.9322	0.6713	0.9322	0.9655
0.3429	9.6486	714	0.9253	0.6713	0.9253	0.9619
0.3429	9.6757	716	0.9181	0.6771	0.9181	0.9582
0.3429	9.7027	718	0.9140	0.6771	0.9140	0.9560
0.3429	9.7297	720	0.9127	0.6812	0.9127	0.9554
0.3429	9.7568	722	0.9117	0.6812	0.9117	0.9548
0.3429	9.7838	724	0.9122	0.6893	0.9122	0.9551
0.3429	9.8108	726	0.9146	0.6893	0.9146	0.9563
0.3429	9.8378	728	0.9175	0.6893	0.9175	0.9578
0.3429	9.8649	730	0.9196	0.6893	0.9196	0.9590
0.3429	9.8919	732	0.9208	0.6875	0.9208	0.9596
0.3429	9.9189	734	0.9221	0.6875	0.9221	0.9603
0.3429	9.9459	736	0.9241	0.6875	0.9241	0.9613
0.3429	9.9730	738	0.9256	0.6875	0.9256	0.9621
0.3429	10.0	740	0.9261	0.6875	0.9261	0.9624

Framework versions

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