ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k14_task3_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: 0.6887
• Qwk: 0.3473
• Mse: 0.6887
• Rmse: 0.8299

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	0.0278	2	3.2905	-0.0028	3.2905	1.8140
No log	0.0556	4	1.6757	-0.0070	1.6757	1.2945
No log	0.0833	6	0.8625	0.1347	0.8625	0.9287
No log	0.1111	8	0.8343	0.1855	0.8343	0.9134
No log	0.1389	10	0.5624	0.0909	0.5624	0.7499
No log	0.1667	12	0.5853	0.0815	0.5853	0.7651
No log	0.1944	14	0.6027	0.0815	0.6027	0.7763
No log	0.2222	16	0.6811	0.2184	0.6811	0.8253
No log	0.25	18	1.0707	0.0522	1.0707	1.0347
No log	0.2778	20	0.8745	0.0085	0.8745	0.9352
No log	0.3056	22	0.5841	0.0303	0.5841	0.7643
No log	0.3333	24	0.5868	0.0	0.5868	0.7661
No log	0.3611	26	0.6011	0.0	0.6011	0.7753
No log	0.3889	28	0.6318	-0.0732	0.6318	0.7948
No log	0.4167	30	0.5954	-0.0081	0.5954	0.7716
No log	0.4444	32	0.6869	0.2000	0.6869	0.8288
No log	0.4722	34	0.6738	0.2169	0.6738	0.8208
No log	0.5	36	0.6586	0.2169	0.6586	0.8116
No log	0.5278	38	0.5800	0.2941	0.5800	0.7616
No log	0.5556	40	0.5946	0.0	0.5946	0.7711
No log	0.5833	42	0.6034	0.0720	0.6034	0.7768
No log	0.6111	44	0.5319	0.0720	0.5319	0.7293
No log	0.6389	46	0.5339	0.1565	0.5339	0.7307
No log	0.6667	48	0.6661	0.2077	0.6661	0.8161
No log	0.6944	50	0.5139	0.3882	0.5139	0.7169
No log	0.7222	52	0.7023	0.0316	0.7023	0.8381
No log	0.75	54	0.9124	0.1040	0.9124	0.9552
No log	0.7778	56	0.6230	0.2842	0.6230	0.7893
No log	0.8056	58	0.5872	0.2771	0.5872	0.7663
No log	0.8333	60	0.6650	0.2077	0.6650	0.8155
No log	0.8611	62	0.7454	0.2074	0.7454	0.8634
No log	0.8889	64	0.6693	0.2709	0.6693	0.8181
No log	0.9167	66	0.6792	0.4389	0.6792	0.8241
No log	0.9444	68	0.6099	0.3917	0.6099	0.7809
No log	0.9722	70	0.8857	0.1571	0.8857	0.9411
No log	1.0	72	1.1930	0.1729	1.1930	1.0923
No log	1.0278	74	0.9119	0.2000	0.9119	0.9549
No log	1.0556	76	0.4910	0.3735	0.4910	0.7007
No log	1.0833	78	0.5614	0.3446	0.5614	0.7492
No log	1.1111	80	0.5182	0.5088	0.5182	0.7198
No log	1.1389	82	0.5319	0.3297	0.5319	0.7293
No log	1.1667	84	0.5750	0.4694	0.5750	0.7583
No log	1.1944	86	0.5850	0.4340	0.5850	0.7649
No log	1.2222	88	0.7250	0.3274	0.7250	0.8515
No log	1.25	90	0.8448	0.3231	0.8448	0.9192
No log	1.2778	92	1.1168	0.2105	1.1168	1.0568
No log	1.3056	94	1.3079	0.2522	1.3079	1.1436
No log	1.3333	96	0.6314	0.4035	0.6314	0.7946
No log	1.3611	98	0.5013	0.4563	0.5013	0.7080
No log	1.3889	100	0.4677	0.5330	0.4677	0.6839
No log	1.4167	102	0.5350	0.3725	0.5350	0.7315
No log	1.4444	104	0.9306	0.3460	0.9306	0.9647
No log	1.4722	106	0.7215	0.3504	0.7215	0.8494
No log	1.5	108	0.4819	0.4286	0.4819	0.6942
No log	1.5278	110	0.5052	0.4703	0.5052	0.7108
No log	1.5556	112	0.6340	0.4678	0.6340	0.7962
No log	1.5833	114	1.1144	0.1895	1.1144	1.0556
No log	1.6111	116	0.8575	0.3410	0.8575	0.9260
No log	1.6389	118	0.5011	0.4043	0.5011	0.7079
No log	1.6667	120	0.4688	0.4764	0.4688	0.6847
No log	1.6944	122	0.5443	0.3297	0.5443	0.7378
No log	1.7222	124	0.8556	0.3410	0.8556	0.9250
No log	1.75	126	0.6154	0.2161	0.6154	0.7844
No log	1.7778	128	0.5874	0.28	0.5874	0.7664
No log	1.8056	130	0.7574	0.3080	0.7574	0.8703
No log	1.8333	132	0.7690	0.3043	0.7690	0.8769
No log	1.8611	134	1.3747	0.2097	1.3747	1.1725
No log	1.8889	136	1.5046	0.2096	1.5046	1.2266
No log	1.9167	138	1.1176	0.2053	1.1176	1.0572
No log	1.9444	140	0.7703	0.3648	0.7703	0.8777
No log	1.9722	142	0.6331	0.4502	0.6331	0.7957
No log	2.0	144	1.0058	0.1882	1.0058	1.0029
No log	2.0278	146	1.2660	0.1688	1.2660	1.1251
No log	2.0556	148	0.9529	0.2180	0.9529	0.9762
No log	2.0833	150	0.5360	0.4400	0.5360	0.7321
No log	2.1111	152	0.6098	0.4233	0.6098	0.7809
No log	2.1389	154	1.1823	0.2899	1.1823	1.0873
No log	2.1667	156	1.4077	0.2798	1.4077	1.1865
No log	2.1944	158	1.0555	0.3605	1.0555	1.0274
No log	2.2222	160	1.4348	0.2181	1.4348	1.1978
No log	2.25	162	1.6391	0.1395	1.6391	1.2803
No log	2.2778	164	0.9950	0.2996	0.9950	0.9975
No log	2.3056	166	0.6717	0.2941	0.6717	0.8196
No log	2.3333	168	0.7662	0.2903	0.7662	0.8753
No log	2.3611	170	1.3222	0.1678	1.3222	1.1499
No log	2.3889	172	1.7393	0.1147	1.7393	1.3188
No log	2.4167	174	1.1767	0.1367	1.1767	1.0847
No log	2.4444	176	0.5598	0.3973	0.5598	0.7482
No log	2.4722	178	0.5414	0.4340	0.5414	0.7358
No log	2.5	180	0.7363	0.3251	0.7363	0.8581
No log	2.5278	182	1.0039	0.1939	1.0039	1.0019
No log	2.5556	184	0.7373	0.2287	0.7373	0.8587
No log	2.5833	186	0.4884	0.4286	0.4884	0.6989
No log	2.6111	188	0.5220	0.3054	0.5220	0.7225
No log	2.6389	190	0.5079	0.4083	0.5079	0.7127
No log	2.6667	192	0.8649	0.2263	0.8649	0.9300
No log	2.6944	194	1.1347	0.1648	1.1347	1.0652
No log	2.7222	196	0.8222	0.1930	0.8222	0.9068
No log	2.75	198	0.5118	0.4413	0.5118	0.7154
No log	2.7778	200	0.6027	0.4229	0.6027	0.7763
No log	2.8056	202	0.5249	0.4975	0.5249	0.7245
No log	2.8333	204	1.1025	0.1886	1.1025	1.0500
No log	2.8611	206	1.1891	0.1842	1.1891	1.0904
No log	2.8889	208	0.8523	0.2537	0.8523	0.9232
No log	2.9167	210	0.6244	0.4495	0.6244	0.7902
No log	2.9444	212	0.8140	0.1811	0.8140	0.9022
No log	2.9722	214	0.8196	0.2263	0.8196	0.9053
No log	3.0	216	0.6179	0.4067	0.6179	0.7861
No log	3.0278	218	0.6969	0.3028	0.6969	0.8348
No log	3.0556	220	0.9333	0.1937	0.9333	0.9661
No log	3.0833	222	0.8892	0.1621	0.8892	0.9430
No log	3.1111	224	0.6266	0.4340	0.6266	0.7916
No log	3.1389	226	0.8091	0.2366	0.8091	0.8995
No log	3.1667	228	1.1923	0.1944	1.1923	1.0919
No log	3.1944	230	1.0297	0.2111	1.0297	1.0147
No log	3.2222	232	0.8764	0.2059	0.8764	0.9362
No log	3.25	234	0.7181	0.3950	0.7181	0.8474
No log	3.2778	236	0.6083	0.5261	0.6083	0.7799
No log	3.3056	238	0.7183	0.2803	0.7183	0.8475
No log	3.3333	240	0.8712	0.1605	0.8712	0.9334
No log	3.3611	242	0.6849	0.3537	0.6849	0.8276
No log	3.3889	244	0.5179	0.4717	0.5179	0.7196
No log	3.4167	246	0.5831	0.4909	0.5831	0.7636
No log	3.4444	248	0.6405	0.3242	0.6405	0.8003
No log	3.4722	250	0.8359	0.2681	0.8359	0.9143
No log	3.5	252	0.6615	0.3571	0.6615	0.8133
No log	3.5278	254	0.4854	0.4924	0.4854	0.6967
No log	3.5556	256	0.4968	0.4851	0.4968	0.7049
No log	3.5833	258	0.5714	0.3874	0.5714	0.7559
No log	3.6111	260	0.5322	0.4286	0.5322	0.7295
No log	3.6389	262	0.4634	0.4917	0.4634	0.6807
No log	3.6667	264	0.4588	0.4917	0.4588	0.6773
No log	3.6944	266	0.5442	0.3874	0.5442	0.7377
No log	3.7222	268	0.8392	0.2903	0.8392	0.9161
No log	3.75	270	0.8639	0.2472	0.8639	0.9295
No log	3.7778	272	0.6607	0.3755	0.6607	0.8128
No log	3.8056	274	0.4919	0.5556	0.4919	0.7014
No log	3.8333	276	0.5283	0.5423	0.5283	0.7269
No log	3.8611	278	0.9194	0.2180	0.9194	0.9588
No log	3.8889	280	1.3466	0.1447	1.3466	1.1604
No log	3.9167	282	1.2976	0.1429	1.2976	1.1391
No log	3.9444	284	0.8057	0.2180	0.8057	0.8976
No log	3.9722	286	0.5675	0.5385	0.5675	0.7534
No log	4.0	288	0.5762	0.5385	0.5762	0.7591
No log	4.0278	290	0.7356	0.2787	0.7356	0.8577
No log	4.0556	292	1.0636	0.1837	1.0636	1.0313
No log	4.0833	294	0.9638	0.1884	0.9638	0.9817
No log	4.1111	296	0.9411	0.2409	0.9411	0.9701
No log	4.1389	298	0.8295	0.2416	0.8295	0.9108
No log	4.1667	300	0.8349	0.2416	0.8349	0.9137
No log	4.1944	302	0.8421	0.2409	0.8421	0.9177
No log	4.2222	304	0.8352	0.3258	0.8352	0.9139
No log	4.25	306	0.6688	0.4516	0.6688	0.8178
No log	4.2778	308	0.4766	0.6078	0.4766	0.6904
No log	4.3056	310	0.5460	0.4737	0.5460	0.7389
No log	4.3333	312	0.9093	0.2472	0.9093	0.9536
No log	4.3611	314	1.0045	0.1709	1.0045	1.0022
No log	4.3889	316	0.8820	0.2239	0.8820	0.9392
No log	4.4167	318	0.8748	0.2472	0.8748	0.9353
No log	4.4444	320	1.0373	0.1709	1.0373	1.0185
No log	4.4722	322	0.9696	0.1941	0.9696	0.9847
No log	4.5	324	0.7618	0.2941	0.7618	0.8728
No log	4.5278	326	0.5436	0.5305	0.5436	0.7373
No log	4.5556	328	0.5681	0.4396	0.5681	0.7537
No log	4.5833	330	0.7881	0.2727	0.7881	0.8877
No log	4.6111	332	0.9914	0.2168	0.9914	0.9957
No log	4.6389	334	1.3778	0.1950	1.3778	1.1738
No log	4.6667	336	1.3058	0.1948	1.3058	1.1427
No log	4.6944	338	0.9299	0.2416	0.9299	0.9643
No log	4.7222	340	0.6247	0.4081	0.6247	0.7904
No log	4.75	342	0.6502	0.4383	0.6502	0.8063
No log	4.7778	344	0.9894	0.2111	0.9894	0.9947
No log	4.8056	346	1.3398	0.2145	1.3398	1.1575
No log	4.8333	348	1.2028	0.1945	1.2028	1.0967
No log	4.8611	350	0.8108	0.2180	0.8108	0.9004
No log	4.8889	352	0.6240	0.3973	0.6240	0.7899
No log	4.9167	354	0.4794	0.4872	0.4794	0.6924
No log	4.9444	356	0.4702	0.5152	0.4702	0.6857
No log	4.9722	358	0.5906	0.5157	0.5906	0.7685
No log	5.0	360	1.0203	0.1648	1.0203	1.0101
No log	5.0278	362	1.5995	0.2213	1.5995	1.2647
No log	5.0556	364	1.6137	0.2213	1.6137	1.2703
No log	5.0833	366	1.1647	0.1724	1.1647	1.0792
No log	5.1111	368	0.6101	0.4766	0.6101	0.7811
No log	5.1389	370	0.4624	0.5048	0.4624	0.6800
No log	5.1667	372	0.4679	0.5169	0.4679	0.6840
No log	5.1944	374	0.5814	0.4123	0.5814	0.7625
No log	5.2222	376	0.8659	0.2308	0.8659	0.9305
No log	5.25	378	0.9111	0.2308	0.9111	0.9545
No log	5.2778	380	0.7170	0.2667	0.7170	0.8467
No log	5.3056	382	0.4754	0.4563	0.4754	0.6895
No log	5.3333	384	0.4394	0.5936	0.4394	0.6629
No log	5.3611	386	0.4731	0.4747	0.4731	0.6878
No log	5.3889	388	0.6443	0.3274	0.6443	0.8027
No log	5.4167	390	0.8846	0.2000	0.8846	0.9405
No log	5.4444	392	0.8810	0.2000	0.8810	0.9386
No log	5.4722	394	0.7400	0.3171	0.7400	0.8603
No log	5.5	396	0.5821	0.3744	0.5821	0.7630
No log	5.5278	398	0.5322	0.4518	0.5322	0.7295
No log	5.5556	400	0.5131	0.5152	0.5131	0.7163
No log	5.5833	402	0.5268	0.5074	0.5268	0.7258
No log	5.6111	404	0.6868	0.3274	0.6868	0.8288
No log	5.6389	406	0.8975	0.2243	0.8975	0.9473
No log	5.6667	408	0.8861	0.2248	0.8861	0.9413
No log	5.6944	410	0.8751	0.2569	0.8751	0.9355
No log	5.7222	412	0.7464	0.2961	0.7464	0.8640
No log	5.75	414	0.6742	0.3571	0.6742	0.8211
No log	5.7778	416	0.6317	0.3242	0.6317	0.7948
No log	5.8056	418	0.6952	0.3808	0.6952	0.8338
No log	5.8333	420	0.8851	0.1940	0.8851	0.9408
No log	5.8611	422	0.8497	0.2569	0.8497	0.9218
No log	5.8889	424	0.7238	0.3859	0.7238	0.8508
No log	5.9167	426	0.7406	0.3859	0.7406	0.8606
No log	5.9444	428	0.6632	0.4332	0.6632	0.8144
No log	5.9722	430	0.6357	0.3448	0.6357	0.7973
No log	6.0	432	0.6698	0.4332	0.6698	0.8184
No log	6.0278	434	0.7580	0.3277	0.7580	0.8706
No log	6.0556	436	0.8160	0.3277	0.8160	0.9033
No log	6.0833	438	0.7492	0.3527	0.7492	0.8656
No log	6.1111	440	0.6625	0.4050	0.6625	0.8140
No log	6.1389	442	0.5800	0.4554	0.5800	0.7616
No log	6.1667	444	0.6342	0.4383	0.6342	0.7963
No log	6.1944	446	0.7949	0.2490	0.7949	0.8916
No log	6.2222	448	0.8927	0.1940	0.8927	0.9448
No log	6.25	450	0.8758	0.2243	0.8758	0.9358
No log	6.2778	452	0.7362	0.2618	0.7362	0.8580
No log	6.3056	454	0.5850	0.3433	0.5850	0.7648
No log	6.3333	456	0.5379	0.3478	0.5379	0.7334
No log	6.3611	458	0.5916	0.3131	0.5916	0.7691
No log	6.3889	460	0.7270	0.2961	0.7270	0.8526
No log	6.4167	462	0.7507	0.2961	0.7507	0.8664
No log	6.4444	464	0.6822	0.2661	0.6822	0.8259
No log	6.4722	466	0.5911	0.3208	0.5911	0.7688
No log	6.5	468	0.5272	0.5248	0.5272	0.7261
No log	6.5278	470	0.5466	0.5169	0.5466	0.7393
No log	6.5556	472	0.6199	0.4081	0.6199	0.7873
No log	6.5833	474	0.7432	0.2900	0.7432	0.8621
No log	6.6111	476	0.7553	0.2900	0.7553	0.8691
No log	6.6389	478	0.7013	0.2900	0.7013	0.8374
No log	6.6667	480	0.7071	0.2900	0.7071	0.8409
No log	6.6944	482	0.7082	0.2542	0.7082	0.8415
No log	6.7222	484	0.7089	0.2542	0.7089	0.8420
No log	6.75	486	0.6357	0.3242	0.6357	0.7973
No log	6.7778	488	0.6096	0.3917	0.6096	0.7808
No log	6.8056	490	0.5767	0.4605	0.5767	0.7594
No log	6.8333	492	0.5720	0.4010	0.5720	0.7563
No log	6.8611	494	0.6612	0.2646	0.6612	0.8131
No log	6.8889	496	0.7524	0.2569	0.7524	0.8674
No log	6.9167	498	0.7938	0.2569	0.7938	0.8909
0.3994	6.9444	500	0.8031	0.2581	0.8031	0.8961
0.3994	6.9722	502	0.6802	0.3247	0.6802	0.8248
0.3994	7.0	504	0.5271	0.5556	0.5271	0.7260
0.3994	7.0278	506	0.4911	0.5686	0.4911	0.7008
0.3994	7.0556	508	0.5260	0.5556	0.5260	0.7252
0.3994	7.0833	510	0.6668	0.3247	0.6668	0.8166
0.3994	7.1111	512	0.8335	0.2581	0.8335	0.9130
0.3994	7.1389	514	0.8800	0.2314	0.8800	0.9381
0.3994	7.1667	516	0.8165	0.2581	0.8165	0.9036
0.3994	7.1944	518	0.6555	0.2920	0.6555	0.8096
0.3994	7.2222	520	0.5292	0.4680	0.5292	0.7274
0.3994	7.25	522	0.5180	0.4747	0.5180	0.7197
0.3994	7.2778	524	0.5809	0.3684	0.5809	0.7622
0.3994	7.3056	526	0.7508	0.2618	0.7508	0.8665
0.3994	7.3333	528	0.9753	0.2000	0.9753	0.9876
0.3994	7.3611	530	1.0406	0.1439	1.0406	1.0201
0.3994	7.3889	532	0.9497	0.1940	0.9497	0.9745
0.3994	7.4167	534	0.7777	0.2903	0.7777	0.8819
0.3994	7.4444	536	0.6226	0.3514	0.6226	0.7891
0.3994	7.4722	538	0.5894	0.3962	0.5894	0.7677
0.3994	7.5	540	0.5626	0.3962	0.5626	0.7501
0.3994	7.5278	542	0.5709	0.3962	0.5709	0.7556
0.3994	7.5556	544	0.6512	0.2857	0.6512	0.8070
0.3994	7.5833	546	0.7831	0.2922	0.7831	0.8849
0.3994	7.6111	548	0.8321	0.2922	0.8321	0.9122
0.3994	7.6389	550	0.8410	0.2829	0.8410	0.9171
0.3994	7.6667	552	0.8424	0.2829	0.8424	0.9178
0.3994	7.6944	554	0.7281	0.3171	0.7281	0.8533
0.3994	7.7222	556	0.6925	0.2821	0.6925	0.8322
0.3994	7.75	558	0.7504	0.2922	0.7504	0.8662
0.3994	7.7778	560	0.7800	0.2903	0.7800	0.8832
0.3994	7.8056	562	0.7496	0.2605	0.7496	0.8658
0.3994	7.8333	564	0.7013	0.2618	0.7013	0.8375
0.3994	7.8611	566	0.6930	0.2881	0.6930	0.8325
0.3994	7.8889	568	0.7243	0.2618	0.7243	0.8510
0.3994	7.9167	570	0.7287	0.3171	0.7287	0.8536
0.3994	7.9444	572	0.7244	0.3171	0.7244	0.8511
0.3994	7.9722	574	0.6460	0.4043	0.6460	0.8037
0.3994	8.0	576	0.5727	0.4930	0.5727	0.7568
0.3994	8.0278	578	0.5342	0.5340	0.5342	0.7309
0.3994	8.0556	580	0.5586	0.4930	0.5586	0.7474
0.3994	8.0833	582	0.6273	0.4333	0.6273	0.7920
0.3994	8.1111	584	0.6883	0.2829	0.6883	0.8296
0.3994	8.1389	586	0.6658	0.2863	0.6658	0.8160
0.3994	8.1667	588	0.6049	0.4783	0.6049	0.7777
0.3994	8.1944	590	0.6072	0.4537	0.6072	0.7792
0.3994	8.2222	592	0.6434	0.3628	0.6434	0.8021
0.3994	8.25	594	0.6937	0.2263	0.6937	0.8329
0.3994	8.2778	596	0.6891	0.2263	0.6891	0.8301
0.3994	8.3056	598	0.6780	0.2863	0.6780	0.8234
0.3994	8.3333	600	0.6757	0.2863	0.6757	0.8220
0.3994	8.3611	602	0.6835	0.2863	0.6835	0.8267
0.3994	8.3889	604	0.6537	0.3628	0.6537	0.8085
0.3994	8.4167	606	0.5883	0.4615	0.5883	0.7670
0.3994	8.4444	608	0.5637	0.4615	0.5637	0.7508
0.3994	8.4722	610	0.5811	0.4615	0.5811	0.7623
0.3994	8.5	612	0.6130	0.4286	0.6130	0.7829
0.3994	8.5278	614	0.6198	0.4286	0.6198	0.7873
0.3994	8.5556	616	0.6313	0.4138	0.6313	0.7946
0.3994	8.5833	618	0.6161	0.4537	0.6161	0.7849
0.3994	8.6111	620	0.5922	0.4286	0.5922	0.7695
0.3994	8.6389	622	0.5912	0.4286	0.5912	0.7689
0.3994	8.6667	624	0.5906	0.4286	0.5906	0.7685
0.3994	8.6944	626	0.5988	0.4234	0.5988	0.7738
0.3994	8.7222	628	0.6032	0.4234	0.6032	0.7767
0.3994	8.75	630	0.6337	0.4138	0.6337	0.7961
0.3994	8.7778	632	0.6388	0.4138	0.6388	0.7992
0.3994	8.8056	634	0.6554	0.3846	0.6554	0.8095
0.3994	8.8333	636	0.7058	0.3171	0.7058	0.8401
0.3994	8.8611	638	0.7488	0.2490	0.7488	0.8653
0.3994	8.8889	640	0.7918	0.2490	0.7918	0.8898
0.3994	8.9167	642	0.7838	0.2490	0.7838	0.8853
0.3994	8.9444	644	0.7339	0.2812	0.7339	0.8567
0.3994	8.9722	646	0.6576	0.3719	0.6576	0.8109
0.3994	9.0	648	0.6219	0.4234	0.6219	0.7886
0.3994	9.0278	650	0.6163	0.4234	0.6163	0.7851
0.3994	9.0556	652	0.6237	0.4234	0.6237	0.7897
0.3994	9.0833	654	0.6337	0.3833	0.6337	0.7961
0.3994	9.1111	656	0.6395	0.3833	0.6395	0.7997
0.3994	9.1389	658	0.6271	0.4234	0.6271	0.7919
0.3994	9.1667	660	0.6085	0.4286	0.6085	0.7801
0.3994	9.1944	662	0.6203	0.4234	0.6203	0.7876
0.3994	9.2222	664	0.6442	0.3833	0.6442	0.8026
0.3994	9.25	666	0.6451	0.3833	0.6451	0.8032
0.3994	9.2778	668	0.6551	0.3719	0.6551	0.8094
0.3994	9.3056	670	0.6674	0.3719	0.6674	0.8169
0.3994	9.3333	672	0.6597	0.3719	0.6597	0.8122
0.3994	9.3611	674	0.6431	0.3833	0.6431	0.8019
0.3994	9.3889	676	0.6179	0.4234	0.6179	0.7861
0.3994	9.4167	678	0.6166	0.4234	0.6166	0.7853
0.3994	9.4444	680	0.6352	0.3833	0.6352	0.7970
0.3994	9.4722	682	0.6669	0.3719	0.6669	0.8166
0.3994	9.5	684	0.6977	0.3527	0.6977	0.8353
0.3994	9.5278	686	0.7020	0.3527	0.7020	0.8378
0.3994	9.5556	688	0.7029	0.3527	0.7029	0.8384
0.3994	9.5833	690	0.6973	0.3770	0.6973	0.8350
0.3994	9.6111	692	0.6828	0.3473	0.6828	0.8263
0.3994	9.6389	694	0.6806	0.3473	0.6806	0.8250
0.3994	9.6667	696	0.6763	0.3473	0.6763	0.8224
0.3994	9.6944	698	0.6665	0.3473	0.6665	0.8164
0.3994	9.7222	700	0.6552	0.4093	0.6552	0.8094
0.3994	9.75	702	0.6494	0.3793	0.6494	0.8059
0.3994	9.7778	704	0.6508	0.3793	0.6508	0.8067
0.3994	9.8056	706	0.6577	0.3846	0.6577	0.8110
0.3994	9.8333	708	0.6689	0.3473	0.6689	0.8179
0.3994	9.8611	710	0.6749	0.3473	0.6749	0.8215
0.3994	9.8889	712	0.6794	0.3473	0.6794	0.8242
0.3994	9.9167	714	0.6817	0.3473	0.6817	0.8257
0.3994	9.9444	716	0.6853	0.3473	0.6853	0.8278
0.3994	9.9722	718	0.6881	0.3473	0.6881	0.8295
0.3994	10.0	720	0.6887	0.3473	0.6887	0.8299

Framework versions

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