ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_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: 1.0184
• Qwk: 0.5161
• Mse: 1.0184
• Rmse: 1.0092

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0233	2	7.0585	-0.0164	7.0585	2.6568
No log	0.0465	4	4.5952	0.0506	4.5952	2.1436
No log	0.0698	6	4.3756	-0.0571	4.3756	2.0918
No log	0.0930	8	3.8192	-0.0521	3.8192	1.9543
No log	0.1163	10	2.5145	0.1389	2.5145	1.5857
No log	0.1395	12	2.2867	0.1805	2.2867	1.5122
No log	0.1628	14	2.0221	0.1417	2.0221	1.4220
No log	0.1860	16	2.0421	0.1575	2.0421	1.4290
No log	0.2093	18	1.9333	0.2097	1.9333	1.3904
No log	0.2326	20	1.8164	0.2353	1.8164	1.3477
No log	0.2558	22	1.7356	0.2034	1.7356	1.3174
No log	0.2791	24	1.7263	0.1525	1.7263	1.3139
No log	0.3023	26	1.7688	0.1322	1.7688	1.3300
No log	0.3256	28	1.7785	0.1333	1.7785	1.3336
No log	0.3488	30	1.6991	0.2712	1.6991	1.3035
No log	0.3721	32	1.6260	0.2906	1.6260	1.2752
No log	0.3953	34	1.7479	0.2000	1.7479	1.3221
No log	0.4186	36	1.6224	0.2602	1.6224	1.2737
No log	0.4419	38	1.6411	0.4	1.6411	1.2811
No log	0.4651	40	1.8965	0.3256	1.8965	1.3771
No log	0.4884	42	1.7348	0.3692	1.7348	1.3171
No log	0.5116	44	1.6309	0.3636	1.6309	1.2771
No log	0.5349	46	1.6809	0.3308	1.6809	1.2965
No log	0.5581	48	1.7679	0.3308	1.7679	1.3296
No log	0.5814	50	1.5955	0.3485	1.5955	1.2631
No log	0.6047	52	1.5055	0.4000	1.5055	1.2270
No log	0.6279	54	1.3572	0.4754	1.3572	1.1650
No log	0.6512	56	1.4626	0.3826	1.4626	1.2094
No log	0.6744	58	1.6369	0.2807	1.6369	1.2794
No log	0.6977	60	1.8161	0.1157	1.8161	1.3476
No log	0.7209	62	1.6110	0.2435	1.6110	1.2693
No log	0.7442	64	1.5634	0.3279	1.5634	1.2503
No log	0.7674	66	1.7916	0.2443	1.7916	1.3385
No log	0.7907	68	1.8645	0.2676	1.8645	1.3655
No log	0.8140	70	1.7635	0.3000	1.7635	1.3280
No log	0.8372	72	1.5694	0.4122	1.5694	1.2528
No log	0.8605	74	1.3944	0.4444	1.3944	1.1808
No log	0.8837	76	1.3191	0.4553	1.3191	1.1485
No log	0.9070	78	1.4592	0.3548	1.4592	1.2080
No log	0.9302	80	2.0162	0.2759	2.0162	1.4199
No log	0.9535	82	2.0689	0.2781	2.0689	1.4384
No log	0.9767	84	1.6762	0.3852	1.6762	1.2947
No log	1.0	86	1.3467	0.4715	1.3467	1.1605
No log	1.0233	88	1.3818	0.4590	1.3818	1.1755
No log	1.0465	90	1.4032	0.4715	1.4032	1.1846
No log	1.0698	92	1.4761	0.3710	1.4761	1.2149
No log	1.0930	94	1.5829	0.3846	1.5829	1.2581
No log	1.1163	96	1.6760	0.3881	1.6760	1.2946
No log	1.1395	98	1.6583	0.3881	1.6583	1.2877
No log	1.1628	100	1.5348	0.3846	1.5348	1.2389
No log	1.1860	102	1.4701	0.3770	1.4701	1.2125
No log	1.2093	104	1.5052	0.3802	1.5052	1.2269
No log	1.2326	106	1.8095	0.2519	1.8095	1.3452
No log	1.2558	108	1.7158	0.2815	1.7158	1.3099
No log	1.2791	110	1.2595	0.5041	1.2595	1.1223
No log	1.3023	112	1.1813	0.4298	1.1813	1.0869
No log	1.3256	114	1.1692	0.4793	1.1692	1.0813
No log	1.3488	116	1.2173	0.5039	1.2173	1.1033
No log	1.3721	118	1.2398	0.4496	1.2398	1.1135
No log	1.3953	120	1.2119	0.4754	1.2119	1.1009
No log	1.4186	122	1.1841	0.4882	1.1841	1.0882
No log	1.4419	124	1.2451	0.5039	1.2451	1.1158
No log	1.4651	126	1.4975	0.4493	1.4975	1.2237
No log	1.4884	128	1.7297	0.3611	1.7297	1.3152
No log	1.5116	130	2.0770	0.2667	2.0770	1.4412
No log	1.5349	132	1.7678	0.2877	1.7678	1.3296
No log	1.5581	134	1.2847	0.5185	1.2847	1.1335
No log	1.5814	136	1.1722	0.5039	1.1722	1.0827
No log	1.6047	138	1.1623	0.5	1.1623	1.0781
No log	1.6279	140	1.1645	0.5	1.1645	1.0791
No log	1.6512	142	1.1420	0.5231	1.1420	1.0686
No log	1.6744	144	1.2126	0.5606	1.2126	1.1012
No log	1.6977	146	1.3049	0.5441	1.3049	1.1423
No log	1.7209	148	1.3051	0.5185	1.3051	1.1424
No log	1.7442	150	1.2098	0.5344	1.2098	1.0999
No log	1.7674	152	1.2784	0.4262	1.2784	1.1307
No log	1.7907	154	1.2089	0.4262	1.2089	1.0995
No log	1.8140	156	1.1216	0.5397	1.1216	1.0591
No log	1.8372	158	1.1279	0.5469	1.1279	1.0620
No log	1.8605	160	1.1553	0.5484	1.1553	1.0748
No log	1.8837	162	1.1659	0.5397	1.1659	1.0798
No log	1.9070	164	1.1372	0.5323	1.1372	1.0664
No log	1.9302	166	1.1277	0.4500	1.1277	1.0619
No log	1.9535	168	1.1657	0.4590	1.1657	1.0797
No log	1.9767	170	1.1635	0.4228	1.1635	1.0786
No log	2.0	172	1.2238	0.5217	1.2238	1.1063
No log	2.0233	174	1.3621	0.4571	1.3621	1.1671
No log	2.0465	176	1.3095	0.5217	1.3095	1.1443
No log	2.0698	178	1.1688	0.5496	1.1688	1.0811
No log	2.0930	180	1.1128	0.5581	1.1128	1.0549
No log	2.1163	182	1.0955	0.5909	1.0955	1.0466
No log	2.1395	184	1.0796	0.5649	1.0796	1.0390
No log	2.1628	186	1.0675	0.5312	1.0675	1.0332
No log	2.1860	188	1.0649	0.5079	1.0649	1.0319
No log	2.2093	190	1.0665	0.5039	1.0665	1.0327
No log	2.2326	192	1.0532	0.5538	1.0532	1.0262
No log	2.2558	194	1.0605	0.6	1.0605	1.0298
No log	2.2791	196	1.0626	0.6015	1.0626	1.0308
No log	2.3023	198	1.0380	0.5564	1.0380	1.0188
No log	2.3256	200	1.0383	0.4925	1.0383	1.0190
No log	2.3488	202	1.0606	0.4580	1.0606	1.0299
No log	2.3721	204	1.0040	0.512	1.0040	1.0020
No log	2.3953	206	0.9590	0.5669	0.9590	0.9793
No log	2.4186	208	0.9752	0.6718	0.9752	0.9875
No log	2.4419	210	0.9888	0.6406	0.9888	0.9944
No log	2.4651	212	0.9979	0.5873	0.9979	0.9989
No log	2.4884	214	1.1183	0.5882	1.1183	1.0575
No log	2.5116	216	1.5989	0.4133	1.5989	1.2645
No log	2.5349	218	1.9186	0.4	1.9186	1.3851
No log	2.5581	220	1.4968	0.4267	1.4968	1.2235
No log	2.5814	222	1.2313	0.5106	1.2313	1.1096
No log	2.6047	224	1.1496	0.5333	1.1496	1.0722
No log	2.6279	226	1.2340	0.5248	1.2340	1.1109
No log	2.6512	228	1.2754	0.5248	1.2754	1.1293
No log	2.6744	230	1.0873	0.5312	1.0873	1.0428
No log	2.6977	232	1.0566	0.5323	1.0566	1.0279
No log	2.7209	234	1.1516	0.4878	1.1516	1.0731
No log	2.7442	236	1.1489	0.5312	1.1489	1.0719
No log	2.7674	238	1.1012	0.4590	1.1012	1.0494
No log	2.7907	240	1.1717	0.4593	1.1717	1.0825
No log	2.8140	242	1.3185	0.5342	1.3185	1.1483
No log	2.8372	244	1.2107	0.4964	1.2107	1.1003
No log	2.8605	246	1.2181	0.4964	1.2181	1.1037
No log	2.8837	248	1.1993	0.4925	1.1993	1.0951
No log	2.9070	250	1.3387	0.5106	1.3387	1.1570
No log	2.9302	252	1.5293	0.4626	1.5293	1.2366
No log	2.9535	254	1.7283	0.4359	1.7283	1.3147
No log	2.9767	256	1.7278	0.4684	1.7278	1.3145
No log	3.0	258	1.6653	0.4780	1.6653	1.2905
No log	3.0233	260	1.4945	0.4828	1.4945	1.2225
No log	3.0465	262	1.2385	0.5429	1.2385	1.1129
No log	3.0698	264	1.1253	0.4918	1.1253	1.0608
No log	3.0930	266	1.1712	0.5669	1.1712	1.0822
No log	3.1163	268	1.2589	0.528	1.2589	1.1220
No log	3.1395	270	1.2608	0.4918	1.2608	1.1229
No log	3.1628	272	1.2545	0.496	1.2545	1.1200
No log	3.1860	274	1.2196	0.5238	1.2196	1.1043
No log	3.2093	276	1.1600	0.4262	1.1600	1.0770
No log	3.2326	278	1.2090	0.4741	1.2090	1.0995
No log	3.2558	280	1.3744	0.4571	1.3744	1.1724
No log	3.2791	282	1.6544	0.3919	1.6544	1.2862
No log	3.3023	284	1.6854	0.4267	1.6854	1.2982
No log	3.3256	286	1.3317	0.4681	1.3317	1.1540
No log	3.3488	288	1.1560	0.5649	1.1560	1.0752
No log	3.3721	290	1.0734	0.5827	1.0734	1.0360
No log	3.3953	292	1.0550	0.56	1.0550	1.0272
No log	3.4186	294	1.0499	0.5691	1.0499	1.0246
No log	3.4419	296	1.0340	0.5203	1.0340	1.0169
No log	3.4651	298	1.0019	0.5528	1.0019	1.0010
No log	3.4884	300	1.0027	0.5781	1.0027	1.0013
No log	3.5116	302	1.0317	0.5469	1.0317	1.0157
No log	3.5349	304	1.0792	0.5588	1.0792	1.0388
No log	3.5581	306	1.0530	0.5693	1.0530	1.0262
No log	3.5814	308	1.0575	0.5797	1.0575	1.0283
No log	3.6047	310	1.0925	0.5564	1.0925	1.0452
No log	3.6279	312	1.0035	0.5758	1.0035	1.0017
No log	3.6512	314	0.9257	0.6769	0.9257	0.9621
No log	3.6744	316	0.9309	0.6562	0.9309	0.9648
No log	3.6977	318	0.9155	0.6412	0.9155	0.9568
No log	3.7209	320	0.8865	0.6667	0.8865	0.9416
No log	3.7442	322	0.8960	0.6299	0.8960	0.9466
No log	3.7674	324	0.8996	0.6718	0.8996	0.9485
No log	3.7907	326	0.9035	0.7164	0.9035	0.9506
No log	3.8140	328	0.9364	0.6519	0.9364	0.9677
No log	3.8372	330	0.9567	0.6466	0.9567	0.9781
No log	3.8605	332	1.0109	0.6047	1.0109	1.0054
No log	3.8837	334	1.0499	0.6	1.0499	1.0247
No log	3.9070	336	1.0430	0.5669	1.0430	1.0213
No log	3.9302	338	1.0405	0.5781	1.0405	1.0200
No log	3.9535	340	1.0354	0.6047	1.0354	1.0175
No log	3.9767	342	1.0270	0.5691	1.0270	1.0134
No log	4.0	344	1.1299	0.5414	1.1299	1.0630
No log	4.0233	346	1.4698	0.4895	1.4698	1.2124
No log	4.0465	348	1.5856	0.4795	1.5856	1.2592
No log	4.0698	350	1.4929	0.4930	1.4929	1.2218
No log	4.0930	352	1.2790	0.4559	1.2790	1.1309
No log	4.1163	354	1.1351	0.4615	1.1351	1.0654
No log	4.1395	356	1.0828	0.512	1.0828	1.0406
No log	4.1628	358	1.0910	0.5714	1.0910	1.0445
No log	4.1860	360	1.1354	0.544	1.1354	1.0656
No log	4.2093	362	1.1606	0.5669	1.1606	1.0773
No log	4.2326	364	1.1289	0.5781	1.1289	1.0625
No log	4.2558	366	1.0653	0.6047	1.0653	1.0322
No log	4.2791	368	1.0074	0.5984	1.0074	1.0037
No log	4.3023	370	1.0034	0.4918	1.0034	1.0017
No log	4.3256	372	1.0264	0.5691	1.0264	1.0131
No log	4.3488	374	1.0133	0.5366	1.0133	1.0066
No log	4.3721	376	0.9648	0.5691	0.9648	0.9823
No log	4.3953	378	0.9904	0.56	0.9904	0.9952
No log	4.4186	380	1.0700	0.5669	1.0700	1.0344
No log	4.4419	382	1.0184	0.5556	1.0184	1.0092
No log	4.4651	384	0.9563	0.5645	0.9563	0.9779
No log	4.4884	386	0.9652	0.5645	0.9652	0.9825
No log	4.5116	388	0.9526	0.5714	0.9526	0.9760
No log	4.5349	390	0.9685	0.5440	0.9685	0.9841
No log	4.5581	392	1.0197	0.5512	1.0197	1.0098
No log	4.5814	394	1.0029	0.5484	1.0029	1.0015
No log	4.6047	396	0.9990	0.5366	0.9990	0.9995
No log	4.6279	398	0.9976	0.5920	0.9976	0.9988
No log	4.6512	400	0.9795	0.6047	0.9795	0.9897
No log	4.6744	402	0.9826	0.6	0.9826	0.9913
No log	4.6977	404	0.9702	0.6047	0.9702	0.9850
No log	4.7209	406	0.9546	0.6406	0.9546	0.9770
No log	4.7442	408	0.9402	0.6406	0.9402	0.9696
No log	4.7674	410	0.9545	0.6047	0.9545	0.9770
No log	4.7907	412	0.9641	0.5891	0.9641	0.9819
No log	4.8140	414	0.9721	0.5891	0.9721	0.9859
No log	4.8372	416	0.9660	0.6154	0.9660	0.9828
No log	4.8605	418	0.9562	0.6212	0.9562	0.9779
No log	4.8837	420	0.9593	0.6047	0.9593	0.9794
No log	4.9070	422	0.9739	0.6142	0.9739	0.9868
No log	4.9302	424	0.9867	0.5891	0.9867	0.9933
No log	4.9535	426	0.9915	0.5891	0.9915	0.9958
No log	4.9767	428	1.0001	0.5781	1.0001	1.0000
No log	5.0	430	1.0154	0.528	1.0154	1.0077
No log	5.0233	432	1.0118	0.5354	1.0118	1.0059
No log	5.0465	434	0.9880	0.6032	0.9880	0.9940
No log	5.0698	436	1.0430	0.5865	1.0430	1.0213
No log	5.0930	438	1.2768	0.5068	1.2768	1.1300
No log	5.1163	440	1.5483	0.525	1.5483	1.2443
No log	5.1395	442	1.4796	0.4872	1.4796	1.2164
No log	5.1628	444	1.0672	0.5532	1.0672	1.0331
No log	5.1860	446	0.8517	0.6316	0.8517	0.9229
No log	5.2093	448	0.8252	0.6617	0.8252	0.9084
No log	5.2326	450	0.9331	0.6047	0.9331	0.9660
No log	5.2558	452	1.0099	0.5354	1.0099	1.0049
No log	5.2791	454	1.0047	0.512	1.0047	1.0024
No log	5.3023	456	0.9447	0.5781	0.9447	0.9720
No log	5.3256	458	0.8949	0.5938	0.8949	0.9460
No log	5.3488	460	0.8077	0.6963	0.8077	0.8987
No log	5.3721	462	0.7676	0.7083	0.7676	0.8761
No log	5.3953	464	0.8031	0.6939	0.8031	0.8962
No log	5.4186	466	0.8539	0.6759	0.8539	0.9241
No log	5.4419	468	0.8825	0.6667	0.8825	0.9394
No log	5.4651	470	0.9032	0.5909	0.9032	0.9504
No log	5.4884	472	0.9076	0.6308	0.9076	0.9527
No log	5.5116	474	0.9278	0.6142	0.9278	0.9632
No log	5.5349	476	1.0518	0.5968	1.0518	1.0256
No log	5.5581	478	1.1434	0.5806	1.1434	1.0693
No log	5.5814	480	1.1650	0.5528	1.1650	1.0793
No log	5.6047	482	1.0771	0.5714	1.0771	1.0378
No log	5.6279	484	0.9893	0.6032	0.9893	0.9946
No log	5.6512	486	0.9673	0.5645	0.9673	0.9835
No log	5.6744	488	0.9541	0.5760	0.9541	0.9768
No log	5.6977	490	0.9523	0.5854	0.9523	0.9759
No log	5.7209	492	0.9400	0.64	0.9400	0.9695
No log	5.7442	494	0.9408	0.5827	0.9408	0.9699
No log	5.7674	496	0.9316	0.6094	0.9316	0.9652
No log	5.7907	498	0.9525	0.6364	0.9525	0.9759
0.4374	5.8140	500	0.9832	0.5909	0.9832	0.9916
0.4374	5.8372	502	1.0346	0.5333	1.0346	1.0171
0.4374	5.8605	504	1.0428	0.5333	1.0428	1.0212
0.4374	5.8837	506	0.9769	0.5385	0.9769	0.9884
0.4374	5.9070	508	0.9146	0.6154	0.9146	0.9563
0.4374	5.9302	510	0.8685	0.6562	0.8685	0.9319
0.4374	5.9535	512	0.8868	0.6364	0.8868	0.9417
0.4374	5.9767	514	0.9672	0.6412	0.9672	0.9835
0.4374	6.0	516	1.0199	0.5692	1.0199	1.0099
0.4374	6.0233	518	1.0106	0.5397	1.0106	1.0053
0.4374	6.0465	520	1.0235	0.5041	1.0235	1.0117
0.4374	6.0698	522	1.0102	0.5041	1.0102	1.0051
0.4374	6.0930	524	0.9500	0.5984	0.9500	0.9747
0.4374	6.1163	526	0.9118	0.6	0.9118	0.9549
0.4374	6.1395	528	0.9369	0.5649	0.9369	0.9679
0.4374	6.1628	530	0.9388	0.5692	0.9388	0.9689
0.4374	6.1860	532	0.9074	0.6512	0.9074	0.9526
0.4374	6.2093	534	0.8965	0.6032	0.8965	0.9469
0.4374	6.2326	536	0.9107	0.625	0.9107	0.9543
0.4374	6.2558	538	0.9231	0.5968	0.9231	0.9608
0.4374	6.2791	540	0.9437	0.5920	0.9437	0.9714
0.4374	6.3023	542	0.9585	0.6562	0.9585	0.9790
0.4374	6.3256	544	0.9782	0.625	0.9782	0.9890
0.4374	6.3488	546	1.0120	0.6260	1.0120	1.0060
0.4374	6.3721	548	1.0132	0.6202	1.0132	1.0066
0.4374	6.3953	550	1.0034	0.6154	1.0034	1.0017
0.4374	6.4186	552	0.9992	0.6412	0.9992	0.9996
0.4374	6.4419	554	1.0140	0.6165	1.0140	1.0070
0.4374	6.4651	556	0.9886	0.6412	0.9886	0.9943
0.4374	6.4884	558	0.9401	0.6412	0.9401	0.9696
0.4374	6.5116	560	0.8953	0.6260	0.8953	0.9462
0.4374	6.5349	562	0.8938	0.6462	0.8938	0.9454
0.4374	6.5581	564	0.8955	0.6462	0.8955	0.9463
0.4374	6.5814	566	0.8836	0.6565	0.8836	0.9400
0.4374	6.6047	568	0.8637	0.6565	0.8637	0.9294
0.4374	6.6279	570	0.8479	0.6716	0.8479	0.9208
0.4374	6.6512	572	0.8529	0.6667	0.8529	0.9235
0.4374	6.6744	574	0.8639	0.6061	0.8639	0.9295
0.4374	6.6977	576	0.8872	0.6212	0.8872	0.9419
0.4374	6.7209	578	0.8914	0.6212	0.8914	0.9442
0.4374	6.7442	580	0.8950	0.6462	0.8950	0.9460
0.4374	6.7674	582	0.8701	0.6767	0.8701	0.9328
0.4374	6.7907	584	0.8568	0.6412	0.8568	0.9256
0.4374	6.8140	586	0.8565	0.5827	0.8565	0.9255
0.4374	6.8372	588	0.8588	0.6	0.8588	0.9267
0.4374	6.8605	590	0.8569	0.6260	0.8569	0.9257
0.4374	6.8837	592	0.8785	0.625	0.8785	0.9373
0.4374	6.9070	594	0.9685	0.6212	0.9685	0.9841
0.4374	6.9302	596	1.0003	0.6119	1.0003	1.0002
0.4374	6.9535	598	1.0182	0.6119	1.0182	1.0090
0.4374	6.9767	600	0.9860	0.6316	0.9860	0.9930
0.4374	7.0	602	0.9527	0.6519	0.9527	0.9761
0.4374	7.0233	604	0.8660	0.6357	0.8660	0.9306
0.4374	7.0465	606	0.8231	0.6357	0.8231	0.9072
0.4374	7.0698	608	0.8076	0.6412	0.8076	0.8987
0.4374	7.0930	610	0.8401	0.6412	0.8401	0.9166
0.4374	7.1163	612	0.9124	0.6047	0.9124	0.9552
0.4374	7.1395	614	0.9243	0.6142	0.9243	0.9614
0.4374	7.1628	616	0.9056	0.6094	0.9056	0.9516
0.4374	7.1860	618	0.8614	0.6142	0.8614	0.9281
0.4374	7.2093	620	0.8227	0.6406	0.8227	0.9070
0.4374	7.2326	622	0.8249	0.6308	0.8249	0.9082
0.4374	7.2558	624	0.8284	0.6316	0.8284	0.9102
0.4374	7.2791	626	0.8102	0.6269	0.8102	0.9001
0.4374	7.3023	628	0.7812	0.6870	0.7812	0.8839
0.4374	7.3256	630	0.7863	0.6617	0.7863	0.8867
0.4374	7.3488	632	0.8393	0.6519	0.8393	0.9161
0.4374	7.3721	634	0.8659	0.6667	0.8659	0.9306
0.4374	7.3953	636	0.8466	0.6716	0.8466	0.9201
0.4374	7.4186	638	0.8423	0.6718	0.8423	0.9178
0.4374	7.4419	640	0.9144	0.5984	0.9144	0.9562
0.4374	7.4651	642	0.9720	0.56	0.9720	0.9859
0.4374	7.4884	644	0.9643	0.5873	0.9643	0.9820
0.4374	7.5116	646	0.9394	0.6406	0.9394	0.9692
0.4374	7.5349	648	0.9534	0.6667	0.9534	0.9764
0.4374	7.5581	650	0.9607	0.6567	0.9607	0.9802
0.4374	7.5814	652	0.9390	0.6617	0.9390	0.9690
0.4374	7.6047	654	0.9017	0.6716	0.9017	0.9496
0.4374	7.6279	656	0.8347	0.6716	0.8347	0.9136
0.4374	7.6512	658	0.7847	0.6767	0.7847	0.8858
0.4374	7.6744	660	0.7632	0.7153	0.7632	0.8736
0.4374	7.6977	662	0.7546	0.7571	0.7546	0.8687
0.4374	7.7209	664	0.7501	0.7391	0.7501	0.8661
0.4374	7.7442	666	0.7449	0.7101	0.7449	0.8631
0.4374	7.7674	668	0.7502	0.6970	0.7502	0.8661
0.4374	7.7907	670	0.7610	0.7023	0.7610	0.8723
0.4374	7.8140	672	0.7722	0.6716	0.7722	0.8788
0.4374	7.8372	674	0.7752	0.6970	0.7752	0.8805
0.4374	7.8605	676	0.7921	0.6767	0.7921	0.8900
0.4374	7.8837	678	0.7871	0.6767	0.7871	0.8872
0.4374	7.9070	680	0.7849	0.6970	0.7849	0.8860
0.4374	7.9302	682	0.7803	0.6970	0.7803	0.8834
0.4374	7.9535	684	0.7630	0.6917	0.7630	0.8735
0.4374	7.9767	686	0.7495	0.6917	0.7495	0.8658
0.4374	8.0	688	0.7493	0.6815	0.7493	0.8656
0.4374	8.0233	690	0.7985	0.6617	0.7985	0.8936
0.4374	8.0465	692	0.8528	0.6515	0.8528	0.9235
0.4374	8.0698	694	0.8426	0.6617	0.8426	0.9180
0.4374	8.0930	696	0.7995	0.7077	0.7995	0.8942
0.4374	8.1163	698	0.7733	0.6822	0.7733	0.8794
0.4374	8.1395	700	0.7558	0.6970	0.7558	0.8694
0.4374	8.1628	702	0.7570	0.6615	0.7570	0.8701
0.4374	8.1860	704	0.7627	0.7218	0.7627	0.8733
0.4374	8.2093	706	0.7969	0.6767	0.7969	0.8927
0.4374	8.2326	708	0.8398	0.6308	0.8398	0.9164
0.4374	8.2558	710	0.8905	0.6165	0.8905	0.9437
0.4374	8.2791	712	0.9399	0.6212	0.9399	0.9695
0.4374	8.3023	714	0.9484	0.5846	0.9484	0.9739
0.4374	8.3256	716	0.9249	0.6154	0.9249	0.9617
0.4374	8.3488	718	0.8591	0.6515	0.8591	0.9269
0.4374	8.3721	720	0.8048	0.6715	0.8048	0.8971
0.4374	8.3953	722	0.7682	0.7246	0.7682	0.8765
0.4374	8.4186	724	0.7797	0.6714	0.7797	0.8830
0.4374	8.4419	726	0.7761	0.6714	0.7761	0.8810
0.4374	8.4651	728	0.7597	0.6939	0.7597	0.8716
0.4374	8.4884	730	0.7469	0.7	0.7469	0.8643
0.4374	8.5116	732	0.7394	0.7194	0.7394	0.8599
0.4374	8.5349	734	0.7490	0.6861	0.7490	0.8655
0.4374	8.5581	736	0.7487	0.6861	0.7487	0.8653
0.4374	8.5814	738	0.7337	0.6861	0.7337	0.8565
0.4374	8.6047	740	0.7240	0.7429	0.7240	0.8509
0.4374	8.6279	742	0.7413	0.7194	0.7413	0.8610
0.4374	8.6512	744	0.7481	0.7376	0.7481	0.8649
0.4374	8.6744	746	0.7678	0.7391	0.7678	0.8763
0.4374	8.6977	748	0.7856	0.7101	0.7856	0.8863
0.4374	8.7209	750	0.8128	0.6812	0.8128	0.9016
0.4374	8.7442	752	0.8489	0.6618	0.8489	0.9214
0.4374	8.7674	754	0.8759	0.6618	0.8759	0.9359
0.4374	8.7907	756	0.8707	0.6466	0.8707	0.9331
0.4374	8.8140	758	0.8729	0.6462	0.8729	0.9343
0.4374	8.8372	760	0.8812	0.6718	0.8812	0.9387
0.4374	8.8605	762	0.8822	0.6406	0.8822	0.9393
0.4374	8.8837	764	0.8569	0.6870	0.8569	0.9257
0.4374	8.9070	766	0.8281	0.6970	0.8281	0.9100
0.4374	8.9302	768	0.7852	0.7111	0.7852	0.8861
0.4374	8.9535	770	0.7779	0.6767	0.7779	0.8820
0.4374	8.9767	772	0.7748	0.6815	0.7748	0.8803
0.4374	9.0	774	0.7536	0.6912	0.7536	0.8681
0.4374	9.0233	776	0.7249	0.7007	0.7249	0.8514
0.4374	9.0465	778	0.7179	0.7153	0.7179	0.8473
0.4374	9.0698	780	0.7174	0.7153	0.7174	0.8470
0.4374	9.0930	782	0.7227	0.7206	0.7227	0.8501
0.4374	9.1163	784	0.7317	0.7299	0.7317	0.8554
0.4374	9.1395	786	0.7404	0.7606	0.7404	0.8605
0.4374	9.1628	788	0.7466	0.7606	0.7466	0.8641
0.4374	9.1860	790	0.7591	0.7324	0.7591	0.8713
0.4374	9.2093	792	0.7928	0.6522	0.7928	0.8904
0.4374	9.2326	794	0.8005	0.6619	0.8005	0.8947
0.4374	9.2558	796	0.7600	0.6861	0.7600	0.8718
0.4374	9.2791	798	0.7305	0.6912	0.7305	0.8547
0.4374	9.3023	800	0.7781	0.6963	0.7781	0.8821
0.4374	9.3256	802	0.8629	0.6471	0.8629	0.9289
0.4374	9.3488	804	0.9149	0.6471	0.9149	0.9565
0.4374	9.3721	806	0.9055	0.6370	0.9055	0.9516
0.4374	9.3953	808	0.8844	0.6618	0.8844	0.9404
0.4374	9.4186	810	0.8272	0.6861	0.8272	0.9095
0.4374	9.4419	812	0.7688	0.7059	0.7688	0.8768
0.4374	9.4651	814	0.7413	0.7153	0.7413	0.8610
0.4374	9.4884	816	0.7298	0.7059	0.7298	0.8543
0.4374	9.5116	818	0.7359	0.7101	0.7359	0.8578
0.4374	9.5349	820	0.7902	0.6861	0.7902	0.8889
0.4374	9.5581	822	0.8947	0.5954	0.8947	0.9459
0.4374	9.5814	824	0.9972	0.5714	0.9972	0.9986
0.4374	9.6047	826	0.9816	0.5827	0.9816	0.9907
0.4374	9.6279	828	0.9093	0.6308	0.9093	0.9536
0.4374	9.6512	830	0.8661	0.6667	0.8661	0.9306
0.4374	9.6744	832	0.8486	0.6765	0.8486	0.9212
0.4374	9.6977	834	0.8547	0.6970	0.8547	0.9245
0.4374	9.7209	836	0.8875	0.6	0.8875	0.9421
0.4374	9.7442	838	0.8583	0.6364	0.8583	0.9264
0.4374	9.7674	840	0.8125	0.6866	0.8125	0.9014
0.4374	9.7907	842	0.7791	0.7059	0.7791	0.8827
0.4374	9.8140	844	0.7560	0.7007	0.7560	0.8695
0.4374	9.8372	846	0.7507	0.7101	0.7507	0.8664
0.4374	9.8605	848	0.7476	0.7101	0.7476	0.8646
0.4374	9.8837	850	0.7530	0.7111	0.7530	0.8678
0.4374	9.9070	852	0.7727	0.7429	0.7727	0.8790
0.4374	9.9302	854	0.8074	0.6619	0.8074	0.8986
0.4374	9.9535	856	0.8239	0.6715	0.8239	0.9077
0.4374	9.9767	858	0.7861	0.7143	0.7861	0.8866
0.4374	10.0	860	0.7319	0.7429	0.7319	0.8555
0.4374	10.0233	862	0.7230	0.7092	0.7230	0.8503
0.4374	10.0465	864	0.7269	0.6957	0.7269	0.8526
0.4374	10.0698	866	0.7368	0.7153	0.7368	0.8584
0.4374	10.0930	868	0.7619	0.7059	0.7619	0.8729
0.4374	10.1163	870	0.7649	0.7299	0.7649	0.8746
0.4374	10.1395	872	0.7724	0.6957	0.7724	0.8789
0.4374	10.1628	874	0.7912	0.6912	0.7912	0.8895
0.4374	10.1860	876	0.7926	0.6667	0.7926	0.8903
0.4374	10.2093	878	0.7770	0.6861	0.7770	0.8815
0.4374	10.2326	880	0.7753	0.6861	0.7753	0.8805
0.4374	10.2558	882	0.7818	0.6912	0.7818	0.8842
0.4374	10.2791	884	0.7912	0.6912	0.7912	0.8895
0.4374	10.3023	886	0.8275	0.6765	0.8275	0.9097
0.4374	10.3256	888	0.8714	0.6466	0.8714	0.9335
0.4374	10.3488	890	0.8786	0.6466	0.8786	0.9374
0.4374	10.3721	892	0.8799	0.7015	0.8799	0.9381
0.4374	10.3953	894	0.9054	0.6767	0.9054	0.9515
0.4374	10.4186	896	0.9458	0.5954	0.9458	0.9725
0.4374	10.4419	898	0.9650	0.5736	0.9650	0.9824
0.4374	10.4651	900	0.9500	0.5736	0.9500	0.9747
0.4374	10.4884	902	0.9273	0.5954	0.9273	0.9630
0.4374	10.5116	904	0.9061	0.6260	0.9061	0.9519
0.4374	10.5349	906	0.8973	0.6718	0.8973	0.9473
0.4374	10.5581	908	0.9034	0.6565	0.9034	0.9505
0.4374	10.5814	910	0.9373	0.6308	0.9373	0.9682
0.4374	10.6047	912	0.9481	0.6107	0.9481	0.9737
0.4374	10.6279	914	0.9505	0.6107	0.9505	0.9749
0.4374	10.6512	916	0.8999	0.6767	0.8999	0.9486
0.4374	10.6744	918	0.8645	0.7015	0.8645	0.9298
0.4374	10.6977	920	0.8235	0.6963	0.8235	0.9075
0.4374	10.7209	922	0.8090	0.6912	0.8090	0.8995
0.4374	10.7442	924	0.8244	0.7111	0.8244	0.9079
0.4374	10.7674	926	0.8611	0.7164	0.8611	0.9280
0.4374	10.7907	928	0.8973	0.6970	0.8973	0.9472
0.4374	10.8140	930	0.9136	0.6769	0.9136	0.9558
0.4374	10.8372	932	0.8968	0.6870	0.8968	0.9470
0.4374	10.8605	934	0.8757	0.6308	0.8757	0.9358
0.4374	10.8837	936	0.8623	0.6565	0.8623	0.9286
0.4374	10.9070	938	0.8751	0.6154	0.8751	0.9355
0.4374	10.9302	940	0.8852	0.6364	0.8852	0.9409
0.4374	10.9535	942	0.8939	0.5938	0.8939	0.9454
0.4374	10.9767	944	0.8878	0.6047	0.8878	0.9423
0.4374	11.0	946	0.8726	0.6260	0.8726	0.9341
0.4374	11.0233	948	0.8798	0.6412	0.8798	0.9380
0.4374	11.0465	950	0.9197	0.5714	0.9197	0.9590
0.4374	11.0698	952	0.9761	0.5161	0.9761	0.9880
0.4374	11.0930	954	1.0177	0.5161	1.0177	1.0088
0.4374	11.1163	956	1.0203	0.5161	1.0203	1.0101
0.4374	11.1395	958	1.0184	0.5161	1.0184	1.0092

Framework versions

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