ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 0.5409
• Qwk: 0.3882
• Mse: 0.5409
• Rmse: 0.7355

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	3.1397	-0.0313	3.1397	1.7719
No log	0.0556	4	1.4601	-0.0070	1.4601	1.2083
No log	0.0833	6	1.3641	0.0376	1.3641	1.1680
No log	0.1111	8	1.1339	0.0598	1.1339	1.0649
No log	0.1389	10	0.9580	0.2146	0.9580	0.9788
No log	0.1667	12	0.6948	0.2593	0.6948	0.8336
No log	0.1944	14	0.5677	0.0569	0.5677	0.7535
No log	0.2222	16	0.5459	0.0569	0.5459	0.7388
No log	0.25	18	0.5509	0.2000	0.5509	0.7423
No log	0.2778	20	0.5690	0.2099	0.5690	0.7544
No log	0.3056	22	0.7956	0.2000	0.7956	0.8920
No log	0.3333	24	0.5717	0.2201	0.5717	0.7561
No log	0.3611	26	0.5789	0.2883	0.5789	0.7609
No log	0.3889	28	0.5943	0.2663	0.5943	0.7709
No log	0.4167	30	0.6063	0.0952	0.6063	0.7786
No log	0.4444	32	0.6034	0.3182	0.6034	0.7768
No log	0.4722	34	0.8297	0.2000	0.8297	0.9109
No log	0.5	36	0.6680	0.24	0.6680	0.8173
No log	0.5278	38	0.5505	0.2418	0.5505	0.7420
No log	0.5556	40	0.7714	0.1135	0.7714	0.8783
No log	0.5833	42	0.6552	0.2000	0.6552	0.8094
No log	0.6111	44	0.5836	0.2099	0.5836	0.7639
No log	0.6389	46	0.6737	0.0359	0.6737	0.8208
No log	0.6667	48	0.5390	0.1429	0.5390	0.7342
No log	0.6944	50	0.9515	0.1059	0.9515	0.9755
No log	0.7222	52	1.1904	0.0968	1.1904	1.0910
No log	0.75	54	0.8478	0.0957	0.8478	0.9208
No log	0.7778	56	0.6317	0.2165	0.6317	0.7948
No log	0.8056	58	1.3001	0.0632	1.3001	1.1402
No log	0.8333	60	1.3128	0.0698	1.3128	1.1458
No log	0.8611	62	0.8116	0.1392	0.8116	0.9009
No log	0.8889	64	0.5997	0.2081	0.5997	0.7744
No log	0.9167	66	0.5773	0.1905	0.5773	0.7598
No log	0.9444	68	1.0317	0.0745	1.0317	1.0157
No log	0.9722	70	0.8185	0.2000	0.8185	0.9047
No log	1.0	72	0.5539	0.2000	0.5539	0.7442
No log	1.0278	74	0.7948	0.1781	0.7948	0.8915
No log	1.0556	76	1.0907	0.0345	1.0907	1.0444
No log	1.0833	78	0.8263	0.0991	0.8263	0.9090
No log	1.1111	80	0.5516	0.1429	0.5516	0.7427
No log	1.1389	82	0.5633	0.2109	0.5633	0.7506
No log	1.1667	84	0.5838	0.2683	0.5838	0.7641
No log	1.1944	86	0.9188	0.1074	0.9188	0.9585
No log	1.2222	88	0.8656	0.1074	0.8656	0.9304
No log	1.25	90	0.6085	0.2809	0.6085	0.7801
No log	1.2778	92	0.6747	0.2527	0.6747	0.8214
No log	1.3056	94	0.7059	0.2083	0.7059	0.8402
No log	1.3333	96	0.6285	0.2444	0.6285	0.7928
No log	1.3611	98	0.6655	0.3744	0.6655	0.8158
No log	1.3889	100	0.6475	0.3663	0.6475	0.8047
No log	1.4167	102	0.6618	0.2165	0.6618	0.8135
No log	1.4444	104	1.4431	0.1761	1.4431	1.2013
No log	1.4722	106	1.5235	0.1528	1.5235	1.2343
No log	1.5	108	0.6625	0.3299	0.6625	0.8140
No log	1.5278	110	0.7502	0.3036	0.7502	0.8662
No log	1.5556	112	0.9436	0.2889	0.9436	0.9714
No log	1.5833	114	0.5532	0.4595	0.5532	0.7438
No log	1.6111	116	0.7828	0.3473	0.7828	0.8848
No log	1.6389	118	0.6852	0.3035	0.6852	0.8278
No log	1.6667	120	0.5016	0.3371	0.5016	0.7082
No log	1.6944	122	0.5861	0.3191	0.5861	0.7656
No log	1.7222	124	0.5150	0.2405	0.5150	0.7177
No log	1.75	126	0.5011	0.3247	0.5011	0.7079
No log	1.7778	128	0.5705	0.3073	0.5705	0.7553
No log	1.8056	130	0.5863	0.2967	0.5863	0.7657
No log	1.8333	132	0.5215	0.2663	0.5215	0.7222
No log	1.8611	134	0.5422	0.3478	0.5422	0.7363
No log	1.8889	136	0.5305	0.3439	0.5305	0.7284
No log	1.9167	138	0.9728	0.2334	0.9728	0.9863
No log	1.9444	140	1.3002	0.1771	1.3002	1.1403
No log	1.9722	142	0.9709	0.2058	0.9709	0.9853
No log	2.0	144	0.5503	0.3978	0.5503	0.7418
No log	2.0278	146	0.5018	0.2593	0.5018	0.7084
No log	2.0556	148	0.6207	0.2919	0.6207	0.7879
No log	2.0833	150	0.8662	0.2333	0.8662	0.9307
No log	2.1111	152	1.0892	0.1724	1.0892	1.0436
No log	2.1389	154	0.6979	0.2727	0.6979	0.8354
No log	2.1667	156	0.5062	0.3464	0.5062	0.7115
No log	2.1944	158	0.5226	0.4146	0.5226	0.7229
No log	2.2222	160	0.5249	0.3374	0.5249	0.7245
No log	2.25	162	0.8055	0.2696	0.8055	0.8975
No log	2.2778	164	0.7628	0.2711	0.7628	0.8734
No log	2.3056	166	0.5636	0.2350	0.5636	0.7507
No log	2.3333	168	0.5596	0.2593	0.5596	0.7481
No log	2.3611	170	0.6792	0.2897	0.6792	0.8241
No log	2.3889	172	0.9530	0.3011	0.9530	0.9762
No log	2.4167	174	0.9742	0.2701	0.9742	0.9870
No log	2.4444	176	0.7775	0.2681	0.7775	0.8818
No log	2.4722	178	0.5842	0.4400	0.5842	0.7643
No log	2.5	180	0.6265	0.3892	0.6265	0.7915
No log	2.5278	182	0.5933	0.3939	0.5933	0.7703
No log	2.5556	184	0.9002	0.1525	0.9002	0.9488
No log	2.5833	186	1.0696	0.2113	1.0696	1.0342
No log	2.6111	188	0.7689	0.2143	0.7689	0.8768
No log	2.6389	190	0.6372	0.2676	0.6372	0.7983
No log	2.6667	192	0.5696	0.5122	0.5696	0.7547
No log	2.6944	194	0.6348	0.3299	0.6348	0.7968
No log	2.7222	196	0.5193	0.4112	0.5193	0.7206
No log	2.75	198	0.9802	0.2782	0.9802	0.9901
No log	2.7778	200	0.8813	0.2885	0.8813	0.9388
No log	2.8056	202	0.5083	0.3231	0.5083	0.7130
No log	2.8333	204	0.5085	0.4098	0.5085	0.7131
No log	2.8611	206	0.4954	0.2914	0.4954	0.7039
No log	2.8889	208	0.5371	0.3508	0.5371	0.7329
No log	2.9167	210	0.5210	0.3182	0.5210	0.7218
No log	2.9444	212	0.6014	0.2670	0.6014	0.7755
No log	2.9722	214	0.5109	0.4162	0.5109	0.7147
No log	3.0	216	0.5203	0.3617	0.5203	0.7213
No log	3.0278	218	0.6502	0.2986	0.6502	0.8063
No log	3.0556	220	0.9900	0.2323	0.9900	0.9950
No log	3.0833	222	0.6962	0.3103	0.6962	0.8344
No log	3.1111	224	0.5812	0.4074	0.5812	0.7624
No log	3.1389	226	0.7060	0.2566	0.7060	0.8402
No log	3.1667	228	1.1718	0.2357	1.1718	1.0825
No log	3.1944	230	1.1874	0.2357	1.1874	1.0897
No log	3.2222	232	0.6589	0.3537	0.6589	0.8117
No log	3.25	234	0.5805	0.4123	0.5805	0.7619
No log	3.2778	236	0.5660	0.3846	0.5660	0.7524
No log	3.3056	238	0.5513	0.3433	0.5513	0.7425
No log	3.3333	240	0.7824	0.2941	0.7824	0.8845
No log	3.3611	242	0.8473	0.3021	0.8473	0.9205
No log	3.3889	244	0.5775	0.2563	0.5775	0.7599
No log	3.4167	246	0.5500	0.4167	0.5500	0.7416
No log	3.4444	248	0.6958	0.1855	0.6958	0.8341
No log	3.4722	250	0.6060	0.2709	0.6060	0.7785
No log	3.5	252	0.5106	0.4860	0.5106	0.7145
No log	3.5278	254	0.9150	0.2500	0.9150	0.9566
No log	3.5556	256	1.3207	0.2096	1.3207	1.1492
No log	3.5833	258	0.9849	0.2490	0.9849	0.9924
No log	3.6111	260	0.5558	0.56	0.5558	0.7455
No log	3.6389	262	0.7894	0.2294	0.7894	0.8885
No log	3.6667	264	0.7367	0.2075	0.7367	0.8583
No log	3.6944	266	0.5299	0.5512	0.5299	0.7279
No log	3.7222	268	0.6801	0.2523	0.6801	0.8247
No log	3.75	270	0.9688	0.2868	0.9688	0.9843
No log	3.7778	272	0.7716	0.2632	0.7716	0.8784
No log	3.8056	274	0.5262	0.4162	0.5262	0.7254
No log	3.8333	276	0.5007	0.5145	0.5007	0.7076
No log	3.8611	278	0.4985	0.4725	0.4985	0.7061
No log	3.8889	280	0.5306	0.3990	0.5306	0.7284
No log	3.9167	282	0.5827	0.3846	0.5827	0.7634
No log	3.9444	284	0.6025	0.3846	0.6025	0.7762
No log	3.9722	286	0.7387	0.3306	0.7387	0.8595
No log	4.0	288	0.6159	0.4128	0.6159	0.7848
No log	4.0278	290	0.5216	0.3951	0.5216	0.7222
No log	4.0556	292	0.5569	0.4231	0.5569	0.7462
No log	4.0833	294	0.6571	0.3333	0.6571	0.8106
No log	4.1111	296	0.5582	0.3333	0.5582	0.7471
No log	4.1389	298	0.5154	0.4098	0.5154	0.7179
No log	4.1667	300	0.5150	0.2994	0.5150	0.7176
No log	4.1944	302	0.4808	0.3377	0.4808	0.6934
No log	4.2222	304	0.4939	0.4839	0.4939	0.7028
No log	4.25	306	0.5098	0.4973	0.5098	0.7140
No log	4.2778	308	0.5199	0.4839	0.5199	0.7210
No log	4.3056	310	0.5250	0.4167	0.5250	0.7245
No log	4.3333	312	0.5363	0.4583	0.5363	0.7323
No log	4.3611	314	0.5577	0.4583	0.5577	0.7468
No log	4.3889	316	0.6013	0.3860	0.6013	0.7755
No log	4.4167	318	0.7390	0.2134	0.7390	0.8597
No log	4.4444	320	0.7243	0.2397	0.7243	0.8511
No log	4.4722	322	0.6048	0.3645	0.6048	0.7777
No log	4.5	324	0.5822	0.4462	0.5822	0.7630
No log	4.5278	326	0.5781	0.3369	0.5781	0.7603
No log	4.5556	328	0.5167	0.5145	0.5167	0.7188
No log	4.5833	330	0.4878	0.4556	0.4878	0.6984
No log	4.6111	332	0.5117	0.4682	0.5117	0.7153
No log	4.6389	334	0.6155	0.2688	0.6155	0.7845
No log	4.6667	336	0.5693	0.3263	0.5693	0.7545
No log	4.6944	338	0.5036	0.4620	0.5036	0.7097
No log	4.7222	340	0.5127	0.4682	0.5127	0.7160
No log	4.75	342	0.5868	0.3333	0.5868	0.7660
No log	4.7778	344	0.7138	0.2453	0.7138	0.8448
No log	4.8056	346	0.6863	0.2727	0.6863	0.8284
No log	4.8333	348	0.5716	0.3398	0.5716	0.7560
No log	4.8611	350	0.5874	0.4930	0.5874	0.7664
No log	4.8889	352	0.5703	0.4783	0.5703	0.7552
No log	4.9167	354	0.5441	0.5294	0.5441	0.7376
No log	4.9444	356	0.5770	0.2315	0.5770	0.7596
No log	4.9722	358	0.6650	0.3208	0.6650	0.8155
No log	5.0	360	0.6229	0.2850	0.6229	0.7892
No log	5.0278	362	0.5302	0.3371	0.5302	0.7282
No log	5.0556	364	0.5608	0.3953	0.5608	0.7489
No log	5.0833	366	0.6245	0.2239	0.6245	0.7903
No log	5.1111	368	0.5543	0.3371	0.5543	0.7445
No log	5.1389	370	0.5802	0.3609	0.5802	0.7617
No log	5.1667	372	0.6843	0.2621	0.6843	0.8272
No log	5.1944	374	0.5989	0.3846	0.5989	0.7739
No log	5.2222	376	0.5324	0.4162	0.5324	0.7297
No log	5.25	378	0.5349	0.4043	0.5349	0.7314
No log	5.2778	380	0.6489	0.2850	0.6489	0.8055
No log	5.3056	382	0.7793	0.2554	0.7793	0.8828
No log	5.3333	384	0.7008	0.2811	0.7008	0.8371
No log	5.3611	386	0.5757	0.3089	0.5757	0.7588
No log	5.3889	388	0.5793	0.4	0.5793	0.7611
No log	5.4167	390	0.6097	0.3089	0.6097	0.7808
No log	5.4444	392	0.7307	0.2811	0.7307	0.8548
No log	5.4722	394	0.7912	0.2775	0.7912	0.8895
No log	5.5	396	0.6365	0.3103	0.6365	0.7978
No log	5.5278	398	0.6179	0.3469	0.6179	0.7861
No log	5.5556	400	0.7075	0.2965	0.7076	0.8412
No log	5.5833	402	0.6796	0.2965	0.6796	0.8244
No log	5.6111	404	0.5919	0.3617	0.5919	0.7693
No log	5.6389	406	0.5971	0.3617	0.5971	0.7727
No log	5.6667	408	0.6087	0.3369	0.6087	0.7802
No log	5.6944	410	0.6877	0.2549	0.6877	0.8293
No log	5.7222	412	0.6724	0.2637	0.6724	0.8200
No log	5.75	414	0.5576	0.3407	0.5576	0.7467
No log	5.7778	416	0.5250	0.3520	0.5250	0.7246
No log	5.8056	418	0.5212	0.5027	0.5212	0.7219
No log	5.8333	420	0.5751	0.2941	0.5751	0.7583
No log	5.8611	422	0.6123	0.2893	0.6123	0.7825
No log	5.8889	424	0.6398	0.2871	0.6398	0.7999
No log	5.9167	426	0.5538	0.3778	0.5538	0.7442
No log	5.9444	428	0.5343	0.4518	0.5343	0.7310
No log	5.9722	430	0.5326	0.5459	0.5326	0.7298
No log	6.0	432	0.5378	0.5508	0.5378	0.7333
No log	6.0278	434	0.5656	0.3846	0.5656	0.7521
No log	6.0556	436	0.6766	0.2442	0.6766	0.8226
No log	6.0833	438	0.6403	0.2871	0.6403	0.8002
No log	6.1111	440	0.5513	0.4043	0.5513	0.7425
No log	6.1389	442	0.5263	0.5699	0.5263	0.7255
No log	6.1667	444	0.5291	0.5699	0.5291	0.7274
No log	6.1944	446	0.5503	0.4098	0.5503	0.7418
No log	6.2222	448	0.6222	0.2871	0.6222	0.7888
No log	6.25	450	0.7081	0.25	0.7081	0.8415
No log	6.2778	452	0.7202	0.1927	0.7202	0.8486
No log	6.3056	454	0.5934	0.3073	0.5934	0.7703
No log	6.3333	456	0.5219	0.4943	0.5219	0.7224
No log	6.3611	458	0.5188	0.4943	0.5188	0.7203
No log	6.3889	460	0.5401	0.3711	0.5401	0.7349
No log	6.4167	462	0.5387	0.3711	0.5387	0.7340
No log	6.4444	464	0.5430	0.3711	0.5430	0.7369
No log	6.4722	466	0.5480	0.3711	0.5480	0.7403
No log	6.5	468	0.5497	0.3711	0.5497	0.7414
No log	6.5278	470	0.5516	0.3711	0.5516	0.7427
No log	6.5556	472	0.5590	0.4074	0.5590	0.7477
No log	6.5833	474	0.5410	0.4074	0.5410	0.7355
No log	6.6111	476	0.5536	0.4074	0.5536	0.7441
No log	6.6389	478	0.5685	0.4012	0.5685	0.7540
No log	6.6667	480	0.5647	0.4012	0.5647	0.7515
No log	6.6944	482	0.5533	0.3882	0.5533	0.7438
No log	6.7222	484	0.5284	0.5088	0.5284	0.7269
No log	6.75	486	0.5333	0.3797	0.5333	0.7303
No log	6.7778	488	0.5218	0.3829	0.5218	0.7224
No log	6.8056	490	0.5242	0.5088	0.5242	0.7240
No log	6.8333	492	0.5662	0.3778	0.5662	0.7525
No log	6.8611	494	0.5711	0.3778	0.5711	0.7557
No log	6.8889	496	0.5381	0.5	0.5381	0.7336
No log	6.9167	498	0.5294	0.3953	0.5294	0.7276
0.4044	6.9444	500	0.5327	0.5088	0.5327	0.7299
0.4044	6.9722	502	0.5779	0.3297	0.5779	0.7602
0.4044	7.0	504	0.6792	0.1919	0.6792	0.8242
0.4044	7.0278	506	0.6918	0.1919	0.6918	0.8318
0.4044	7.0556	508	0.5945	0.3407	0.5945	0.7710
0.4044	7.0833	510	0.5431	0.4413	0.5431	0.7369
0.4044	7.1111	512	0.5689	0.2513	0.5689	0.7542
0.4044	7.1389	514	0.5652	0.2513	0.5652	0.7518
0.4044	7.1667	516	0.5296	0.3533	0.5296	0.7278
0.4044	7.1944	518	0.5415	0.4220	0.5415	0.7359
0.4044	7.2222	520	0.5483	0.3292	0.5483	0.7405
0.4044	7.25	522	0.5290	0.4220	0.5290	0.7273
0.4044	7.2778	524	0.5086	0.4286	0.5086	0.7131
0.4044	7.3056	526	0.5041	0.4286	0.5041	0.7100
0.4044	7.3333	528	0.5201	0.4220	0.5201	0.7212
0.4044	7.3611	530	0.5891	0.2370	0.5891	0.7675
0.4044	7.3889	532	0.6145	0.2360	0.6145	0.7839
0.4044	7.4167	534	0.5958	0.2370	0.5958	0.7719
0.4044	7.4444	536	0.5382	0.3659	0.5382	0.7336
0.4044	7.4722	538	0.5131	0.4220	0.5131	0.7163
0.4044	7.5	540	0.4982	0.4699	0.4982	0.7058
0.4044	7.5278	542	0.4992	0.4699	0.4992	0.7066
0.4044	7.5556	544	0.5113	0.3865	0.5113	0.7150
0.4044	7.5833	546	0.5610	0.3659	0.5610	0.7490
0.4044	7.6111	548	0.5850	0.3073	0.5850	0.7649
0.4044	7.6389	550	0.5632	0.3882	0.5632	0.7505
0.4044	7.6667	552	0.5285	0.3882	0.5285	0.7270
0.4044	7.6944	554	0.5122	0.3735	0.5122	0.7157
0.4044	7.7222	556	0.5131	0.3609	0.5131	0.7163
0.4044	7.75	558	0.5275	0.3882	0.5275	0.7263
0.4044	7.7778	560	0.5683	0.3136	0.5683	0.7538
0.4044	7.8056	562	0.6355	0.2332	0.6355	0.7972
0.4044	7.8333	564	0.6521	0.2332	0.6521	0.8075
0.4044	7.8611	566	0.6052	0.2727	0.6052	0.7779
0.4044	7.8889	568	0.5614	0.3136	0.5614	0.7493
0.4044	7.9167	570	0.5270	0.3580	0.5270	0.7259
0.4044	7.9444	572	0.5205	0.2405	0.5205	0.7215
0.4044	7.9722	574	0.5201	0.2298	0.5201	0.7212
0.4044	8.0	576	0.5199	0.2298	0.5199	0.7210
0.4044	8.0278	578	0.5250	0.35	0.5250	0.7245
0.4044	8.0556	580	0.5539	0.3659	0.5539	0.7443
0.4044	8.0833	582	0.5762	0.3659	0.5762	0.7591
0.4044	8.1111	584	0.5600	0.3659	0.5600	0.7483
0.4044	8.1389	586	0.5484	0.3533	0.5484	0.7405
0.4044	8.1667	588	0.5242	0.3455	0.5242	0.7240
0.4044	8.1944	590	0.5205	0.3609	0.5205	0.7215
0.4044	8.2222	592	0.5227	0.3609	0.5227	0.7230
0.4044	8.25	594	0.5277	0.4682	0.5277	0.7264
0.4044	8.2778	596	0.5466	0.3882	0.5466	0.7393
0.4044	8.3056	598	0.6047	0.3043	0.6047	0.7776
0.4044	8.3333	600	0.6501	0.2653	0.6501	0.8063
0.4044	8.3611	602	0.6385	0.2653	0.6385	0.7991
0.4044	8.3889	604	0.5799	0.3136	0.5799	0.7615
0.4044	8.4167	606	0.5303	0.4012	0.5303	0.7282
0.4044	8.4444	608	0.5177	0.3882	0.5177	0.7195
0.4044	8.4722	610	0.5213	0.3882	0.5213	0.7220
0.4044	8.5	612	0.5274	0.3882	0.5274	0.7262
0.4044	8.5278	614	0.5311	0.4012	0.5311	0.7288
0.4044	8.5556	616	0.5355	0.4012	0.5355	0.7318
0.4044	8.5833	618	0.5457	0.3488	0.5457	0.7387
0.4044	8.6111	620	0.5483	0.3659	0.5483	0.7405
0.4044	8.6389	622	0.5626	0.3136	0.5626	0.7501
0.4044	8.6667	624	0.5811	0.3136	0.5811	0.7623
0.4044	8.6944	626	0.5833	0.3136	0.5833	0.7637
0.4044	8.7222	628	0.5878	0.3136	0.5878	0.7667
0.4044	8.75	630	0.5681	0.3659	0.5681	0.7537
0.4044	8.7778	632	0.5429	0.3882	0.5429	0.7368
0.4044	8.8056	634	0.5361	0.3882	0.5361	0.7322
0.4044	8.8333	636	0.5335	0.3939	0.5335	0.7304
0.4044	8.8611	638	0.5348	0.3333	0.5348	0.7313
0.4044	8.8889	640	0.5387	0.3295	0.5387	0.7340
0.4044	8.9167	642	0.5468	0.3882	0.5468	0.7394
0.4044	8.9444	644	0.5588	0.3882	0.5588	0.7476
0.4044	8.9722	646	0.5604	0.3882	0.5604	0.7486
0.4044	9.0	648	0.5606	0.3882	0.5606	0.7487
0.4044	9.0278	650	0.5542	0.3882	0.5542	0.7444
0.4044	9.0556	652	0.5475	0.3882	0.5475	0.7399
0.4044	9.0833	654	0.5474	0.3882	0.5474	0.7399
0.4044	9.1111	656	0.5526	0.3882	0.5526	0.7434
0.4044	9.1389	658	0.5476	0.3882	0.5476	0.7400
0.4044	9.1667	660	0.5389	0.3882	0.5389	0.7341
0.4044	9.1944	662	0.5368	0.3882	0.5368	0.7327
0.4044	9.2222	664	0.5332	0.3882	0.5332	0.7302
0.4044	9.25	666	0.5325	0.3882	0.5325	0.7297
0.4044	9.2778	668	0.5286	0.3882	0.5286	0.7271
0.4044	9.3056	670	0.5278	0.3882	0.5278	0.7265
0.4044	9.3333	672	0.5307	0.3882	0.5307	0.7285
0.4044	9.3611	674	0.5368	0.3882	0.5368	0.7327
0.4044	9.3889	676	0.5394	0.3882	0.5394	0.7345
0.4044	9.4167	678	0.5451	0.3882	0.5451	0.7383
0.4044	9.4444	680	0.5506	0.3882	0.5506	0.7420
0.4044	9.4722	682	0.5598	0.3659	0.5598	0.7482
0.4044	9.5	684	0.5719	0.3659	0.5719	0.7562
0.4044	9.5278	686	0.5763	0.3609	0.5763	0.7592
0.4044	9.5556	688	0.5742	0.3659	0.5742	0.7577
0.4044	9.5833	690	0.5644	0.3659	0.5644	0.7513
0.4044	9.6111	692	0.5555	0.3882	0.5555	0.7453
0.4044	9.6389	694	0.5494	0.3882	0.5494	0.7412
0.4044	9.6667	696	0.5434	0.3882	0.5434	0.7372
0.4044	9.6944	698	0.5396	0.3882	0.5396	0.7346
0.4044	9.7222	700	0.5385	0.3882	0.5385	0.7338
0.4044	9.75	702	0.5394	0.3882	0.5394	0.7344
0.4044	9.7778	704	0.5403	0.3882	0.5403	0.7350
0.4044	9.8056	706	0.5402	0.3882	0.5402	0.7350
0.4044	9.8333	708	0.5406	0.3882	0.5406	0.7352
0.4044	9.8611	710	0.5396	0.3882	0.5396	0.7346
0.4044	9.8889	712	0.5389	0.3882	0.5389	0.7341
0.4044	9.9167	714	0.5388	0.3882	0.5388	0.7340
0.4044	9.9444	716	0.5397	0.3882	0.5397	0.7346
0.4044	9.9722	718	0.5407	0.3882	0.5407	0.7353
0.4044	10.0	720	0.5409	0.3882	0.5409	0.7355

Framework versions

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