ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k17_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: 0.8142
• Qwk: 0.6231
• Mse: 0.8142
• Rmse: 0.9023

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0213	2	5.2465	-0.0057	5.2465	2.2905
No log	0.0426	4	3.1956	0.0874	3.1956	1.7876
No log	0.0638	6	2.2427	-0.0123	2.2427	1.4976
No log	0.0851	8	1.5645	0.1444	1.5645	1.2508
No log	0.1064	10	1.4930	0.0575	1.4930	1.2219
No log	0.1277	12	1.1611	0.1899	1.1611	1.0776
No log	0.1489	14	1.1881	0.1435	1.1881	1.0900
No log	0.1702	16	1.1790	0.1839	1.1790	1.0858
No log	0.1915	18	1.1233	0.3292	1.1233	1.0598
No log	0.2128	20	1.1873	0.3140	1.1873	1.0896
No log	0.2340	22	1.0981	0.3568	1.0981	1.0479
No log	0.2553	24	1.0272	0.3980	1.0272	1.0135
No log	0.2766	26	1.0216	0.3527	1.0216	1.0107
No log	0.2979	28	1.0603	0.3704	1.0603	1.0297
No log	0.3191	30	1.5160	0.1968	1.5160	1.2312
No log	0.3404	32	1.9326	0.2744	1.9326	1.3902
No log	0.3617	34	1.9523	0.2559	1.9523	1.3973
No log	0.3830	36	1.8247	0.2608	1.8247	1.3508
No log	0.4043	38	1.3330	0.3339	1.3330	1.1546
No log	0.4255	40	1.0296	0.4498	1.0296	1.0147
No log	0.4468	42	1.0597	0.4746	1.0597	1.0294
No log	0.4681	44	1.3978	0.3714	1.3978	1.1823
No log	0.4894	46	2.0704	0.2880	2.0704	1.4389
No log	0.5106	48	1.8240	0.2925	1.8240	1.3506
No log	0.5319	50	1.1682	0.4626	1.1682	1.0808
No log	0.5532	52	0.8764	0.5692	0.8764	0.9362
No log	0.5745	54	0.8730	0.4744	0.8730	0.9344
No log	0.5957	56	0.8764	0.4850	0.8764	0.9362
No log	0.6170	58	0.8633	0.5184	0.8633	0.9292
No log	0.6383	60	0.9568	0.5387	0.9568	0.9782
No log	0.6596	62	1.1714	0.4558	1.1714	1.0823
No log	0.6809	64	1.1120	0.4212	1.1120	1.0545
No log	0.7021	66	0.8776	0.5678	0.8776	0.9368
No log	0.7234	68	0.8760	0.5174	0.8760	0.9359
No log	0.7447	70	0.9034	0.4884	0.9034	0.9505
No log	0.7660	72	0.8483	0.5763	0.8483	0.9210
No log	0.7872	74	0.9882	0.5332	0.9882	0.9941
No log	0.8085	76	1.2244	0.4628	1.2244	1.1065
No log	0.8298	78	1.1132	0.5296	1.1132	1.0551
No log	0.8511	80	0.8577	0.6012	0.8577	0.9261
No log	0.8723	82	0.8017	0.6132	0.8017	0.8954
No log	0.8936	84	0.7822	0.6109	0.7822	0.8844
No log	0.9149	86	0.7641	0.6163	0.7641	0.8741
No log	0.9362	88	0.8131	0.6287	0.8131	0.9017
No log	0.9574	90	0.8425	0.6247	0.8425	0.9179
No log	0.9787	92	0.7686	0.6302	0.7686	0.8767
No log	1.0	94	0.7492	0.6352	0.7492	0.8656
No log	1.0213	96	0.7764	0.6374	0.7764	0.8811
No log	1.0426	98	0.7687	0.6506	0.7687	0.8768
No log	1.0638	100	0.7400	0.6276	0.7400	0.8602
No log	1.0851	102	0.7562	0.6396	0.7562	0.8696
No log	1.1064	104	0.7614	0.6064	0.7614	0.8726
No log	1.1277	106	0.8379	0.6438	0.8379	0.9154
No log	1.1489	108	0.8926	0.6201	0.8926	0.9448
No log	1.1702	110	0.8424	0.6262	0.8424	0.9178
No log	1.1915	112	0.8111	0.6194	0.8111	0.9006
No log	1.2128	114	0.8268	0.6148	0.8268	0.9093
No log	1.2340	116	0.8431	0.6566	0.8431	0.9182
No log	1.2553	118	0.8030	0.6278	0.8030	0.8961
No log	1.2766	120	0.9130	0.6261	0.9130	0.9555
No log	1.2979	122	0.9309	0.6073	0.9309	0.9649
No log	1.3191	124	0.7939	0.5946	0.7939	0.8910
No log	1.3404	126	0.7192	0.5980	0.7192	0.8480
No log	1.3617	128	0.7341	0.6258	0.7341	0.8568
No log	1.3830	130	0.7398	0.6212	0.7398	0.8601
No log	1.4043	132	0.7480	0.6630	0.7480	0.8649
No log	1.4255	134	0.7561	0.6465	0.7561	0.8695
No log	1.4468	136	0.7466	0.6434	0.7466	0.8640
No log	1.4681	138	0.7900	0.6440	0.7900	0.8888
No log	1.4894	140	0.9439	0.6038	0.9439	0.9715
No log	1.5106	142	0.8788	0.6020	0.8788	0.9375
No log	1.5319	144	0.8876	0.6020	0.8876	0.9421
No log	1.5532	146	1.0117	0.5956	1.0117	1.0058
No log	1.5745	148	0.9884	0.6143	0.9884	0.9942
No log	1.5957	150	0.8060	0.6120	0.8060	0.8978
No log	1.6170	152	0.7532	0.5866	0.7532	0.8679
No log	1.6383	154	0.7486	0.6297	0.7486	0.8652
No log	1.6596	156	0.7970	0.6371	0.7970	0.8927
No log	1.6809	158	0.7987	0.6523	0.7987	0.8937
No log	1.7021	160	0.7886	0.6488	0.7886	0.8880
No log	1.7234	162	0.8192	0.6074	0.8192	0.9051
No log	1.7447	164	0.9269	0.5887	0.9269	0.9628
No log	1.7660	166	0.8032	0.6012	0.8032	0.8962
No log	1.7872	168	0.7416	0.6008	0.7416	0.8611
No log	1.8085	170	0.7042	0.6922	0.7042	0.8392
No log	1.8298	172	0.8531	0.6066	0.8531	0.9236
No log	1.8511	174	0.9528	0.5816	0.9528	0.9761
No log	1.8723	176	0.8198	0.6610	0.8198	0.9054
No log	1.8936	178	0.7750	0.7008	0.7750	0.8804
No log	1.9149	180	0.7886	0.6894	0.7886	0.8880
No log	1.9362	182	0.8157	0.6831	0.8157	0.9032
No log	1.9574	184	0.7498	0.7167	0.7498	0.8659
No log	1.9787	186	0.7446	0.7143	0.7446	0.8629
No log	2.0	188	0.7571	0.6951	0.7571	0.8701
No log	2.0213	190	0.7371	0.7179	0.7371	0.8585
No log	2.0426	192	0.7504	0.6755	0.7504	0.8662
No log	2.0638	194	0.7403	0.6736	0.7403	0.8604
No log	2.0851	196	0.7406	0.7026	0.7406	0.8606
No log	2.1064	198	0.7413	0.7280	0.7413	0.8610
No log	2.1277	200	0.8033	0.6948	0.8033	0.8963
No log	2.1489	202	1.0610	0.6092	1.0610	1.0301
No log	2.1702	204	1.2967	0.5744	1.2967	1.1387
No log	2.1915	206	1.2135	0.5953	1.2135	1.1016
No log	2.2128	208	0.8776	0.6480	0.8776	0.9368
No log	2.2340	210	0.7075	0.7282	0.7075	0.8411
No log	2.2553	212	0.6698	0.7191	0.6698	0.8184
No log	2.2766	214	0.7118	0.7152	0.7118	0.8437
No log	2.2979	216	0.9388	0.6113	0.9388	0.9689
No log	2.3191	218	1.0584	0.5927	1.0584	1.0288
No log	2.3404	220	0.9702	0.6163	0.9702	0.9850
No log	2.3617	222	0.7767	0.6503	0.7767	0.8813
No log	2.3830	224	0.7006	0.7149	0.7006	0.8370
No log	2.4043	226	0.6841	0.7436	0.6841	0.8271
No log	2.4255	228	0.6446	0.7385	0.6446	0.8029
No log	2.4468	230	0.6751	0.7024	0.6751	0.8216
No log	2.4681	232	0.6729	0.6965	0.6729	0.8203
No log	2.4894	234	0.7100	0.7352	0.7100	0.8426
No log	2.5106	236	0.8134	0.6504	0.8134	0.9019
No log	2.5319	238	0.8101	0.6536	0.8101	0.9001
No log	2.5532	240	0.7636	0.7035	0.7636	0.8739
No log	2.5745	242	0.7113	0.7280	0.7113	0.8434
No log	2.5957	244	0.6858	0.7102	0.6858	0.8281
No log	2.6170	246	0.7292	0.7267	0.7292	0.8539
No log	2.6383	248	0.8286	0.5875	0.8286	0.9103
No log	2.6596	250	0.8020	0.6399	0.8020	0.8955
No log	2.6809	252	0.7208	0.7031	0.7208	0.8490
No log	2.7021	254	0.6821	0.7237	0.6821	0.8259
No log	2.7234	256	0.6645	0.7229	0.6645	0.8152
No log	2.7447	258	0.6747	0.7238	0.6747	0.8214
No log	2.7660	260	0.8020	0.6570	0.8020	0.8956
No log	2.7872	262	0.9337	0.6294	0.9337	0.9663
No log	2.8085	264	0.9708	0.6378	0.9708	0.9853
No log	2.8298	266	0.9079	0.6360	0.9079	0.9528
No log	2.8511	268	0.8436	0.6400	0.8436	0.9185
No log	2.8723	270	0.8752	0.6419	0.8752	0.9355
No log	2.8936	272	0.8879	0.6355	0.8879	0.9423
No log	2.9149	274	0.8274	0.6537	0.8274	0.9096
No log	2.9362	276	0.7711	0.6706	0.7711	0.8781
No log	2.9574	278	0.7723	0.6706	0.7723	0.8788
No log	2.9787	280	0.7104	0.6827	0.7104	0.8428
No log	3.0	282	0.6890	0.7072	0.6890	0.8301
No log	3.0213	284	0.7095	0.6900	0.7095	0.8423
No log	3.0426	286	0.8129	0.6238	0.8129	0.9016
No log	3.0638	288	0.8855	0.6347	0.8855	0.9410
No log	3.0851	290	0.7991	0.6356	0.7991	0.8939
No log	3.1064	292	0.7934	0.6481	0.7934	0.8907
No log	3.1277	294	0.7757	0.6680	0.7757	0.8807
No log	3.1489	296	0.8391	0.6529	0.8391	0.9160
No log	3.1702	298	0.8905	0.6523	0.8905	0.9437
No log	3.1915	300	0.9219	0.6615	0.9219	0.9602
No log	3.2128	302	0.8779	0.6548	0.8779	0.9370
No log	3.2340	304	0.7999	0.6550	0.7999	0.8944
No log	3.2553	306	0.8270	0.6416	0.8270	0.9094
No log	3.2766	308	0.9640	0.6241	0.9640	0.9819
No log	3.2979	310	1.1294	0.6012	1.1294	1.0627
No log	3.3191	312	1.0678	0.6205	1.0678	1.0333
No log	3.3404	314	1.0165	0.6225	1.0165	1.0082
No log	3.3617	316	0.9874	0.6225	0.9874	0.9937
No log	3.3830	318	0.8274	0.6337	0.8274	0.9096
No log	3.4043	320	0.7002	0.6843	0.7002	0.8368
No log	3.4255	322	0.6964	0.6843	0.6964	0.8345
No log	3.4468	324	0.7942	0.6096	0.7942	0.8912
No log	3.4681	326	0.9111	0.6167	0.9111	0.9545
No log	3.4894	328	0.8870	0.6167	0.8870	0.9418
No log	3.5106	330	0.7761	0.6317	0.7761	0.8810
No log	3.5319	332	0.6780	0.6889	0.6780	0.8234
No log	3.5532	334	0.6831	0.6912	0.6831	0.8265
No log	3.5745	336	0.8430	0.6295	0.8430	0.9182
No log	3.5957	338	0.9049	0.6079	0.9049	0.9513
No log	3.6170	340	0.8386	0.6045	0.8386	0.9157
No log	3.6383	342	0.7133	0.6432	0.7133	0.8446
No log	3.6596	344	0.6742	0.6726	0.6741	0.8211
No log	3.6809	346	0.7032	0.6799	0.7032	0.8386
No log	3.7021	348	0.8344	0.6254	0.8344	0.9135
No log	3.7234	350	0.9724	0.6112	0.9724	0.9861
No log	3.7447	352	0.9535	0.6313	0.9535	0.9765
No log	3.7660	354	0.8793	0.6517	0.8793	0.9377
No log	3.7872	356	0.8431	0.6655	0.8431	0.9182
No log	3.8085	358	0.8805	0.6326	0.8805	0.9384
No log	3.8298	360	0.9397	0.6250	0.9397	0.9694
No log	3.8511	362	1.0080	0.6104	1.0080	1.0040
No log	3.8723	364	0.9357	0.6297	0.9357	0.9673
No log	3.8936	366	0.8538	0.6520	0.8538	0.9240
No log	3.9149	368	0.7728	0.6777	0.7728	0.8791
No log	3.9362	370	0.7577	0.6876	0.7577	0.8705
No log	3.9574	372	0.7875	0.6861	0.7875	0.8874
No log	3.9787	374	0.8451	0.6693	0.8451	0.9193
No log	4.0	376	0.8535	0.6686	0.8535	0.9239
No log	4.0213	378	0.8376	0.6684	0.8376	0.9152
No log	4.0426	380	0.8724	0.6589	0.8724	0.9340
No log	4.0638	382	0.8399	0.6629	0.8399	0.9165
No log	4.0851	384	0.7523	0.6741	0.7523	0.8674
No log	4.1064	386	0.7423	0.6848	0.7423	0.8616
No log	4.1277	388	0.7772	0.6848	0.7772	0.8816
No log	4.1489	390	0.8301	0.6523	0.8301	0.9111
No log	4.1702	392	0.9537	0.6339	0.9537	0.9766
No log	4.1915	394	1.0748	0.6188	1.0748	1.0367
No log	4.2128	396	1.0038	0.6338	1.0038	1.0019
No log	4.2340	398	0.8284	0.6471	0.8284	0.9102
No log	4.2553	400	0.6656	0.7154	0.6656	0.8158
No log	4.2766	402	0.6390	0.7372	0.6390	0.7994
No log	4.2979	404	0.6592	0.7507	0.6592	0.8119
No log	4.3191	406	0.7299	0.7037	0.7299	0.8543
No log	4.3404	408	0.8776	0.6863	0.8776	0.9368
No log	4.3617	410	1.0572	0.6540	1.0572	1.0282
No log	4.3830	412	1.1675	0.6343	1.1675	1.0805
No log	4.4043	414	1.0911	0.6330	1.0911	1.0446
No log	4.4255	416	0.9837	0.6268	0.9837	0.9918
No log	4.4468	418	0.8791	0.6473	0.8791	0.9376
No log	4.4681	420	0.7905	0.6559	0.7905	0.8891
No log	4.4894	422	0.7248	0.6511	0.7248	0.8513
No log	4.5106	424	0.7196	0.6821	0.7196	0.8483
No log	4.5319	426	0.7685	0.6580	0.7685	0.8766
No log	4.5532	428	0.8792	0.6430	0.8792	0.9377
No log	4.5745	430	0.9110	0.6382	0.9110	0.9545
No log	4.5957	432	0.8504	0.6544	0.8504	0.9222
No log	4.6170	434	0.7513	0.6973	0.7513	0.8667
No log	4.6383	436	0.7110	0.7041	0.7110	0.8432
No log	4.6596	438	0.7076	0.7120	0.7076	0.8412
No log	4.6809	440	0.7566	0.6385	0.7566	0.8698
No log	4.7021	442	0.8115	0.6284	0.8115	0.9009
No log	4.7234	444	0.8179	0.6118	0.8179	0.9044
No log	4.7447	446	0.8278	0.6101	0.8278	0.9099
No log	4.7660	448	0.8853	0.6073	0.8853	0.9409
No log	4.7872	450	0.9077	0.6088	0.9077	0.9527
No log	4.8085	452	0.8723	0.6276	0.8723	0.9340
No log	4.8298	454	0.7954	0.6612	0.7954	0.8918
No log	4.8511	456	0.7840	0.6742	0.7840	0.8855
No log	4.8723	458	0.8289	0.6602	0.8289	0.9105
No log	4.8936	460	0.9175	0.6449	0.9175	0.9579
No log	4.9149	462	0.9556	0.6436	0.9556	0.9776
No log	4.9362	464	0.9944	0.6371	0.9944	0.9972
No log	4.9574	466	1.0017	0.6220	1.0017	1.0008
No log	4.9787	468	0.9145	0.6456	0.9145	0.9563
No log	5.0	470	0.8650	0.6447	0.8650	0.9300
No log	5.0213	472	0.8937	0.6290	0.8937	0.9453
No log	5.0426	474	1.0004	0.5875	1.0004	1.0002
No log	5.0638	476	1.0373	0.5959	1.0373	1.0185
No log	5.0851	478	1.0557	0.5959	1.0557	1.0275
No log	5.1064	480	1.0558	0.5991	1.0558	1.0275
No log	5.1277	482	0.9498	0.6066	0.9498	0.9746
No log	5.1489	484	0.8278	0.6241	0.8278	0.9099
No log	5.1702	486	0.7113	0.6764	0.7113	0.8434
No log	5.1915	488	0.6787	0.7137	0.6787	0.8238
No log	5.2128	490	0.6835	0.6824	0.6835	0.8267
No log	5.2340	492	0.7134	0.6758	0.7134	0.8447
No log	5.2553	494	0.7571	0.6556	0.7571	0.8701
No log	5.2766	496	0.7570	0.6481	0.7570	0.8701
No log	5.2979	498	0.7245	0.6549	0.7245	0.8511
0.4353	5.3191	500	0.6883	0.7262	0.6883	0.8297
0.4353	5.3404	502	0.6852	0.7157	0.6852	0.8278
0.4353	5.3617	504	0.7051	0.6841	0.7051	0.8397
0.4353	5.3830	506	0.7371	0.6701	0.7371	0.8585
0.4353	5.4043	508	0.7422	0.6582	0.7422	0.8615
0.4353	5.4255	510	0.7607	0.6617	0.7607	0.8722
0.4353	5.4468	512	0.8001	0.6381	0.8001	0.8945
0.4353	5.4681	514	0.8324	0.6239	0.8324	0.9124
0.4353	5.4894	516	0.8036	0.6135	0.8036	0.8964
0.4353	5.5106	518	0.8118	0.6091	0.8118	0.9010
0.4353	5.5319	520	0.7772	0.6243	0.7772	0.8816
0.4353	5.5532	522	0.7682	0.6278	0.7682	0.8765
0.4353	5.5745	524	0.7697	0.6368	0.7697	0.8773
0.4353	5.5957	526	0.8117	0.6323	0.8117	0.9009
0.4353	5.6170	528	0.9154	0.6233	0.9154	0.9568
0.4353	5.6383	530	1.0628	0.5790	1.0628	1.0309
0.4353	5.6596	532	1.1344	0.5550	1.1344	1.0651
0.4353	5.6809	534	1.1325	0.5422	1.1325	1.0642
0.4353	5.7021	536	1.1662	0.5405	1.1662	1.0799
0.4353	5.7234	538	1.1706	0.5407	1.1706	1.0819
0.4353	5.7447	540	1.0371	0.5703	1.0371	1.0184
0.4353	5.7660	542	0.9266	0.5921	0.9266	0.9626
0.4353	5.7872	544	0.8452	0.6285	0.8452	0.9194
0.4353	5.8085	546	0.8352	0.6285	0.8352	0.9139
0.4353	5.8298	548	0.8725	0.6089	0.8725	0.9341
0.4353	5.8511	550	0.8963	0.5938	0.8963	0.9468
0.4353	5.8723	552	0.9229	0.5938	0.9229	0.9607
0.4353	5.8936	554	1.0004	0.5860	1.0004	1.0002
0.4353	5.9149	556	1.0953	0.6094	1.0953	1.0466
0.4353	5.9362	558	1.1248	0.6054	1.1248	1.0606
0.4353	5.9574	560	1.0553	0.6041	1.0553	1.0273
0.4353	5.9787	562	0.9196	0.6228	0.9196	0.9590
0.4353	6.0	564	0.8136	0.6402	0.8136	0.9020
0.4353	6.0213	566	0.7592	0.6574	0.7592	0.8713
0.4353	6.0426	568	0.7531	0.6539	0.7531	0.8678
0.4353	6.0638	570	0.8100	0.6305	0.8100	0.9000
0.4353	6.0851	572	0.8530	0.6318	0.8530	0.9236
0.4353	6.1064	574	0.8681	0.6318	0.8681	0.9317
0.4353	6.1277	576	0.8595	0.6318	0.8595	0.9271
0.4353	6.1489	578	0.8237	0.6498	0.8237	0.9076
0.4353	6.1702	580	0.8113	0.6513	0.8113	0.9007
0.4353	6.1915	582	0.7813	0.6513	0.7813	0.8839
0.4353	6.2128	584	0.7730	0.6757	0.7730	0.8792
0.4353	6.2340	586	0.7703	0.6655	0.7703	0.8777
0.4353	6.2553	588	0.8096	0.6429	0.8096	0.8998
0.4353	6.2766	590	0.8796	0.6454	0.8796	0.9379
0.4353	6.2979	592	0.9188	0.6365	0.9188	0.9586
0.4353	6.3191	594	0.8920	0.6514	0.8920	0.9445
0.4353	6.3404	596	0.8142	0.6491	0.8142	0.9024
0.4353	6.3617	598	0.8067	0.6430	0.8067	0.8982
0.4353	6.3830	600	0.8242	0.6430	0.8242	0.9078
0.4353	6.4043	602	0.8131	0.6444	0.8131	0.9017
0.4353	6.4255	604	0.7559	0.6552	0.7559	0.8694
0.4353	6.4468	606	0.6880	0.6843	0.6880	0.8294
0.4353	6.4681	608	0.6778	0.7159	0.6778	0.8233
0.4353	6.4894	610	0.7141	0.6899	0.7141	0.8450
0.4353	6.5106	612	0.8034	0.6417	0.8034	0.8963
0.4353	6.5319	614	0.9340	0.6167	0.9340	0.9664
0.4353	6.5532	616	1.0957	0.5935	1.0957	1.0468
0.4353	6.5745	618	1.1218	0.5850	1.1218	1.0591
0.4353	6.5957	620	1.0397	0.5895	1.0397	1.0197
0.4353	6.6170	622	0.9251	0.6167	0.9251	0.9618
0.4353	6.6383	624	0.8193	0.6259	0.8193	0.9052
0.4353	6.6596	626	0.7613	0.6705	0.7613	0.8726
0.4353	6.6809	628	0.7301	0.6857	0.7301	0.8545
0.4353	6.7021	630	0.7202	0.6857	0.7202	0.8486
0.4353	6.7234	632	0.7245	0.6857	0.7245	0.8512
0.4353	6.7447	634	0.7721	0.6295	0.7721	0.8787
0.4353	6.7660	636	0.8379	0.6194	0.8379	0.9154
0.4353	6.7872	638	0.9040	0.6094	0.9040	0.9508
0.4353	6.8085	640	0.8828	0.6167	0.8828	0.9396
0.4353	6.8298	642	0.8626	0.6258	0.8626	0.9288
0.4353	6.8511	644	0.8356	0.6158	0.8356	0.9141
0.4353	6.8723	646	0.7767	0.6560	0.7767	0.8813
0.4353	6.8936	648	0.7500	0.6560	0.7500	0.8660
0.4353	6.9149	650	0.7079	0.7063	0.7079	0.8413
0.4353	6.9362	652	0.6860	0.7003	0.6860	0.8282
0.4353	6.9574	654	0.6804	0.7003	0.6804	0.8249
0.4353	6.9787	656	0.7031	0.6871	0.7031	0.8385
0.4353	7.0	658	0.7674	0.6251	0.7674	0.8760
0.4353	7.0213	660	0.8544	0.6287	0.8544	0.9243
0.4353	7.0426	662	0.9421	0.6181	0.9421	0.9706
0.4353	7.0638	664	0.9817	0.6117	0.9817	0.9908
0.4353	7.0851	666	0.9443	0.6061	0.9443	0.9717
0.4353	7.1064	668	0.8513	0.6194	0.8513	0.9227
0.4353	7.1277	670	0.7480	0.6426	0.7480	0.8649
0.4353	7.1489	672	0.6939	0.6715	0.6939	0.8330
0.4353	7.1702	674	0.6660	0.6956	0.6660	0.8161
0.4353	7.1915	676	0.6460	0.7164	0.6460	0.8038
0.4353	7.2128	678	0.6552	0.7099	0.6552	0.8094
0.4353	7.2340	680	0.6813	0.6892	0.6813	0.8254
0.4353	7.2553	682	0.7182	0.6897	0.7182	0.8475
0.4353	7.2766	684	0.7460	0.6490	0.7460	0.8637
0.4353	7.2979	686	0.7775	0.6545	0.7775	0.8818
0.4353	7.3191	688	0.8287	0.6323	0.8287	0.9103
0.4353	7.3404	690	0.8334	0.6337	0.8334	0.9129
0.4353	7.3617	692	0.7890	0.6459	0.7890	0.8883
0.4353	7.3830	694	0.7731	0.6459	0.7731	0.8793
0.4353	7.4043	696	0.7742	0.6475	0.7742	0.8799
0.4353	7.4255	698	0.7857	0.6530	0.7857	0.8864
0.4353	7.4468	700	0.8260	0.6429	0.8260	0.9089
0.4353	7.4681	702	0.8551	0.6128	0.8551	0.9247
0.4353	7.4894	704	0.8737	0.6120	0.8737	0.9347
0.4353	7.5106	706	0.8783	0.6055	0.8783	0.9372
0.4353	7.5319	708	0.8305	0.6145	0.8305	0.9113
0.4353	7.5532	710	0.7592	0.6561	0.7592	0.8713
0.4353	7.5745	712	0.7083	0.6613	0.7083	0.8416
0.4353	7.5957	714	0.6910	0.6980	0.6910	0.8312
0.4353	7.6170	716	0.7053	0.6649	0.7053	0.8398
0.4353	7.6383	718	0.7557	0.6716	0.7557	0.8693
0.4353	7.6596	720	0.7895	0.6502	0.7895	0.8886
0.4353	7.6809	722	0.8421	0.6344	0.8421	0.9177
0.4353	7.7021	724	0.8969	0.6246	0.8969	0.9470
0.4353	7.7234	726	0.9378	0.6336	0.9378	0.9684
0.4353	7.7447	728	0.9449	0.6295	0.9449	0.9721
0.4353	7.7660	730	0.9269	0.6246	0.9269	0.9627
0.4353	7.7872	732	0.8663	0.6162	0.8663	0.9307
0.4353	7.8085	734	0.8133	0.6288	0.8133	0.9018
0.4353	7.8298	736	0.7508	0.6674	0.7508	0.8665
0.4353	7.8511	738	0.7069	0.6799	0.7069	0.8408
0.4353	7.8723	740	0.6968	0.6817	0.6968	0.8347
0.4353	7.8936	742	0.7077	0.6886	0.7077	0.8412
0.4353	7.9149	744	0.7307	0.6861	0.7307	0.8548
0.4353	7.9362	746	0.7787	0.6521	0.7787	0.8824
0.4353	7.9574	748	0.8358	0.6373	0.8358	0.9142
0.4353	7.9787	750	0.8681	0.6170	0.8681	0.9317
0.4353	8.0	752	0.8836	0.6170	0.8836	0.9400
0.4353	8.0213	754	0.8532	0.6170	0.8532	0.9237
0.4353	8.0426	756	0.7981	0.6366	0.7981	0.8934
0.4353	8.0638	758	0.7410	0.6669	0.7410	0.8608
0.4353	8.0851	760	0.6984	0.6847	0.6984	0.8357
0.4353	8.1064	762	0.6896	0.6854	0.6896	0.8304
0.4353	8.1277	764	0.6883	0.6917	0.6883	0.8296
0.4353	8.1489	766	0.7063	0.6898	0.7063	0.8404
0.4353	8.1702	768	0.7465	0.6655	0.7465	0.8640
0.4353	8.1915	770	0.7973	0.6553	0.7973	0.8929
0.4353	8.2128	772	0.8595	0.6141	0.8595	0.9271
0.4353	8.2340	774	0.9094	0.6154	0.9094	0.9536
0.4353	8.2553	776	0.9334	0.6275	0.9334	0.9661
0.4353	8.2766	778	0.9394	0.6141	0.9394	0.9692
0.4353	8.2979	780	0.9367	0.6141	0.9367	0.9678
0.4353	8.3191	782	0.9109	0.6154	0.9109	0.9544
0.4353	8.3404	784	0.8702	0.6132	0.8702	0.9328
0.4353	8.3617	786	0.8430	0.6098	0.8430	0.9182
0.4353	8.3830	788	0.8381	0.6141	0.8381	0.9155
0.4353	8.4043	790	0.8484	0.6141	0.8484	0.9211
0.4353	8.4255	792	0.8726	0.6098	0.8726	0.9341
0.4353	8.4468	794	0.8770	0.6098	0.8770	0.9365
0.4353	8.4681	796	0.8720	0.6098	0.8720	0.9338
0.4353	8.4894	798	0.8572	0.6260	0.8572	0.9259
0.4353	8.5106	800	0.8383	0.6260	0.8383	0.9156
0.4353	8.5319	802	0.8024	0.6415	0.8024	0.8958
0.4353	8.5532	804	0.7658	0.6615	0.7658	0.8751
0.4353	8.5745	806	0.7274	0.6695	0.7274	0.8529
0.4353	8.5957	808	0.7070	0.6730	0.7070	0.8409
0.4353	8.6170	810	0.7070	0.6730	0.7070	0.8409
0.4353	8.6383	812	0.7161	0.6730	0.7161	0.8462
0.4353	8.6596	814	0.7252	0.6695	0.7252	0.8516
0.4353	8.6809	816	0.7451	0.6671	0.7451	0.8632
0.4353	8.7021	818	0.7622	0.6579	0.7622	0.8730
0.4353	8.7234	820	0.7828	0.6506	0.7828	0.8848
0.4353	8.7447	822	0.8104	0.6373	0.8104	0.9002
0.4353	8.7660	824	0.8350	0.6373	0.8350	0.9138
0.4353	8.7872	826	0.8492	0.6212	0.8492	0.9215
0.4353	8.8085	828	0.8600	0.6204	0.8600	0.9274
0.4353	8.8298	830	0.8575	0.6239	0.8575	0.9260
0.4353	8.8511	832	0.8426	0.6175	0.8426	0.9179
0.4353	8.8723	834	0.8375	0.6266	0.8375	0.9151
0.4353	8.8936	836	0.8398	0.6266	0.8398	0.9164
0.4353	8.9149	838	0.8448	0.6266	0.8448	0.9191
0.4353	8.9362	840	0.8295	0.6231	0.8295	0.9108
0.4353	8.9574	842	0.8179	0.6303	0.8179	0.9044
0.4353	8.9787	844	0.8092	0.6303	0.8092	0.8995
0.4353	9.0	846	0.8040	0.6303	0.8040	0.8966
0.4353	9.0213	848	0.7995	0.6373	0.7995	0.8941
0.4353	9.0426	850	0.8056	0.6303	0.8056	0.8975
0.4353	9.0638	852	0.8058	0.6303	0.8058	0.8977
0.4353	9.0851	854	0.8080	0.6260	0.8080	0.8989
0.4353	9.1064	856	0.8029	0.6260	0.8029	0.8960
0.4353	9.1277	858	0.7925	0.6317	0.7925	0.8902
0.4353	9.1489	860	0.7783	0.6494	0.7783	0.8822
0.4353	9.1702	862	0.7642	0.6553	0.7642	0.8742
0.4353	9.1915	864	0.7508	0.6505	0.7508	0.8665
0.4353	9.2128	866	0.7385	0.6485	0.7385	0.8593
0.4353	9.2340	868	0.7392	0.6485	0.7392	0.8598
0.4353	9.2553	870	0.7377	0.6485	0.7377	0.8589
0.4353	9.2766	872	0.7426	0.6469	0.7426	0.8618
0.4353	9.2979	874	0.7553	0.6569	0.7553	0.8691
0.4353	9.3191	876	0.7649	0.6553	0.7649	0.8746
0.4353	9.3404	878	0.7719	0.6537	0.7719	0.8786
0.4353	9.3617	880	0.7840	0.6479	0.7840	0.8854
0.4353	9.3830	882	0.7915	0.6479	0.7915	0.8897
0.4353	9.4043	884	0.7985	0.6303	0.7985	0.8936
0.4353	9.4255	886	0.8046	0.6373	0.8046	0.8970
0.4353	9.4468	888	0.8069	0.6373	0.8069	0.8983
0.4353	9.4681	890	0.8065	0.6373	0.8065	0.8980
0.4353	9.4894	892	0.8023	0.6373	0.8023	0.8957
0.4353	9.5106	894	0.7990	0.6373	0.7990	0.8939
0.4353	9.5319	896	0.7958	0.6373	0.7958	0.8921
0.4353	9.5532	898	0.7965	0.6373	0.7965	0.8925
0.4353	9.5745	900	0.7933	0.6338	0.7933	0.8907
0.4353	9.5957	902	0.7939	0.6338	0.7939	0.8910
0.4353	9.6170	904	0.7964	0.6338	0.7964	0.8924
0.4353	9.6383	906	0.7975	0.6338	0.7975	0.8931
0.4353	9.6596	908	0.8018	0.6338	0.8018	0.8954
0.4353	9.6809	910	0.8088	0.6373	0.8088	0.8993
0.4353	9.7021	912	0.8133	0.6303	0.8133	0.9018
0.4353	9.7234	914	0.8129	0.6303	0.8129	0.9016
0.4353	9.7447	916	0.8124	0.6303	0.8124	0.9014
0.4353	9.7660	918	0.8143	0.6303	0.8143	0.9024
0.4353	9.7872	920	0.8136	0.6303	0.8136	0.9020
0.4353	9.8085	922	0.8096	0.6303	0.8096	0.8998
0.4353	9.8298	924	0.8083	0.6303	0.8083	0.8991
0.4353	9.8511	926	0.8072	0.6231	0.8072	0.8985
0.4353	9.8723	928	0.8068	0.6231	0.8068	0.8982
0.4353	9.8936	930	0.8084	0.6231	0.8084	0.8991
0.4353	9.9149	932	0.8098	0.6231	0.8098	0.8999
0.4353	9.9362	934	0.8115	0.6231	0.8115	0.9008
0.4353	9.9574	936	0.8128	0.6231	0.8128	0.9016
0.4353	9.9787	938	0.8137	0.6231	0.8137	0.9021
0.4353	10.0	940	0.8142	0.6231	0.8142	0.9023

Framework versions

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