ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k18_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: 0.6647
• Qwk: 0.2593
• Mse: 0.6647
• Rmse: 0.8153

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	0.0256	2	3.4384	0.0026	3.4384	1.8543
No log	0.0513	4	1.6745	-0.0370	1.6745	1.2940
No log	0.0769	6	1.0600	0.0769	1.0600	1.0296
No log	0.1026	8	1.1245	0.0968	1.1245	1.0604
No log	0.1282	10	0.5951	0.1895	0.5951	0.7715
No log	0.1538	12	0.6451	0.0	0.6451	0.8032
No log	0.1795	14	0.8151	-0.1242	0.8151	0.9028
No log	0.2051	16	1.4621	-0.0327	1.4621	1.2092
No log	0.2308	18	1.4403	0.0	1.4403	1.2001
No log	0.2564	20	1.1848	0.0	1.1848	1.0885
No log	0.2821	22	1.0091	0.0	1.0091	1.0045
No log	0.3077	24	0.7588	0.1549	0.7588	0.8711
No log	0.3333	26	0.6780	0.2000	0.6780	0.8234
No log	0.3590	28	0.5868	0.0	0.5868	0.7660
No log	0.3846	30	0.5801	0.0	0.5801	0.7616
No log	0.4103	32	0.5916	0.0	0.5916	0.7692
No log	0.4359	34	0.6210	0.0	0.6210	0.7880
No log	0.4615	36	0.6699	0.0815	0.6699	0.8184
No log	0.4872	38	0.7120	-0.0667	0.7120	0.8438
No log	0.5128	40	0.6380	-0.0081	0.6380	0.7987
No log	0.5385	42	0.6581	0.0	0.6581	0.8113
No log	0.5641	44	0.6599	0.0303	0.6599	0.8123
No log	0.5897	46	0.6549	0.0815	0.6549	0.8093
No log	0.6154	48	0.7642	-0.0864	0.7642	0.8742
No log	0.6410	50	0.7749	0.0476	0.7749	0.8803
No log	0.6667	52	0.7570	0.0476	0.7570	0.8701
No log	0.6923	54	0.6518	-0.0068	0.6518	0.8073
No log	0.7179	56	0.7256	0.0877	0.7256	0.8518
No log	0.7436	58	0.6908	0.1195	0.6908	0.8312
No log	0.7692	60	0.6719	0.0604	0.6719	0.8197
No log	0.7949	62	0.8193	0.2157	0.8193	0.9052
No log	0.8205	64	0.9740	0.1587	0.9740	0.9869
No log	0.8462	66	0.8542	0.1321	0.8542	0.9242
No log	0.8718	68	0.8973	0.0968	0.8973	0.9473
No log	0.8974	70	0.7767	0.0604	0.7767	0.8813
No log	0.9231	72	1.0899	-0.0598	1.0899	1.0440
No log	0.9487	74	1.0493	-0.0598	1.0493	1.0244
No log	0.9744	76	0.7614	-0.0769	0.7614	0.8726
No log	1.0	78	0.9778	-0.0047	0.9778	0.9889
No log	1.0256	80	1.5781	0.0	1.5781	1.2562
No log	1.0513	82	1.4056	0.0426	1.4056	1.1856
No log	1.0769	84	0.7577	-0.1507	0.7577	0.8704
No log	1.1026	86	0.7689	-0.1358	0.7689	0.8769
No log	1.1282	88	0.7776	-0.0667	0.7776	0.8818
No log	1.1538	90	0.7044	-0.0149	0.7044	0.8393
No log	1.1795	92	0.9777	-0.0462	0.9777	0.9888
No log	1.2051	94	1.6522	0.0752	1.6522	1.2854
No log	1.2308	96	2.1432	0.0425	2.1432	1.4640
No log	1.2564	98	1.9960	0.0769	1.9960	1.4128
No log	1.2821	100	1.2162	0.0247	1.2162	1.1028
No log	1.3077	102	0.7968	0.0769	0.7968	0.8926
No log	1.3333	104	0.8509	0.0538	0.8509	0.9225
No log	1.3590	106	1.0551	0.0040	1.0551	1.0272
No log	1.3846	108	0.9615	0.0526	0.9615	0.9806
No log	1.4103	110	0.8121	0.0520	0.8121	0.9012
No log	1.4359	112	1.0645	0.0154	1.0645	1.0317
No log	1.4615	114	1.0190	0.0323	1.0190	1.0095
No log	1.4872	116	1.1060	0.0216	1.1060	1.0517
No log	1.5128	118	0.8530	0.1321	0.8530	0.9236
No log	1.5385	120	0.8511	0.1321	0.8511	0.9225
No log	1.5641	122	1.1623	0.1065	1.1623	1.0781
No log	1.5897	124	1.1186	0.1062	1.1186	1.0576
No log	1.6154	126	0.9250	0.0823	0.9250	0.9618
No log	1.6410	128	1.2057	0.0811	1.2057	1.0980
No log	1.6667	130	1.8177	0.1365	1.8177	1.3482
No log	1.6923	132	1.1018	0.0791	1.1018	1.0497
No log	1.7179	134	0.6819	0.2258	0.6819	0.8258
No log	1.7436	136	0.6724	0.1445	0.6724	0.8200
No log	1.7692	138	0.6113	0.2821	0.6113	0.7818
No log	1.7949	140	0.8472	0.2222	0.8472	0.9204
No log	1.8205	142	1.0047	0.2239	1.0047	1.0023
No log	1.8462	144	0.8620	0.2269	0.8620	0.9285
No log	1.8718	146	0.6116	0.2471	0.6116	0.7821
No log	1.8974	148	0.5609	0.2405	0.5609	0.7489
No log	1.9231	150	0.6844	0.1913	0.6844	0.8273
No log	1.9487	152	0.9564	0.1680	0.9564	0.9779
No log	1.9744	154	0.7715	0.2150	0.7715	0.8783
No log	2.0	156	0.5857	0.2096	0.5857	0.7653
No log	2.0256	158	0.7036	0.1443	0.7036	0.8388
No log	2.0513	160	0.5901	0.2471	0.5901	0.7682
No log	2.0769	162	1.1119	0.1587	1.1119	1.0545
No log	2.1026	164	1.4849	0.0960	1.4849	1.2186
No log	2.1282	166	0.9739	0.1130	0.9739	0.9869
No log	2.1538	168	0.6478	0.2000	0.6478	0.8049
No log	2.1795	170	0.6203	0.2516	0.6203	0.7876
No log	2.2051	172	0.7519	0.1746	0.7519	0.8671
No log	2.2308	174	0.9251	0.1588	0.9251	0.9618
No log	2.2564	176	0.7807	0.1753	0.7807	0.8836
No log	2.2821	178	0.8736	0.1855	0.8736	0.9347
No log	2.3077	180	0.7431	0.2990	0.7431	0.8620
No log	2.3333	182	0.6272	0.2457	0.6272	0.7920
No log	2.3590	184	0.7287	0.2245	0.7287	0.8537
No log	2.3846	186	0.7673	0.2222	0.7673	0.8760
No log	2.4103	188	0.6172	0.2746	0.6172	0.7856
No log	2.4359	190	0.5679	0.3563	0.5679	0.7536
No log	2.4615	192	0.6661	0.3143	0.6661	0.8162
No log	2.4872	194	0.9521	0.2263	0.9521	0.9758
No log	2.5128	196	0.9088	0.2199	0.9088	0.9533
No log	2.5385	198	0.6706	0.3365	0.6706	0.8189
No log	2.5641	200	0.7134	0.1698	0.7134	0.8446
No log	2.5897	202	0.6519	0.3508	0.6519	0.8074
No log	2.6154	204	0.6362	0.2941	0.6362	0.7976
No log	2.6410	206	0.7769	0.1698	0.7769	0.8814
No log	2.6667	208	0.7628	0.1304	0.7628	0.8734
No log	2.6923	210	0.6343	0.2626	0.6343	0.7964
No log	2.7179	212	0.7106	0.2487	0.7106	0.8430
No log	2.7436	214	0.6777	0.2000	0.6777	0.8232
No log	2.7692	216	0.6106	0.2000	0.6106	0.7814
No log	2.7949	218	1.1195	0.1418	1.1195	1.0581
No log	2.8205	220	1.4429	0.0520	1.4429	1.2012
No log	2.8462	222	1.1401	0.0897	1.1401	1.0678
No log	2.8718	224	0.6517	0.2281	0.6517	0.8073
No log	2.8974	226	0.5696	0.1807	0.5696	0.7547
No log	2.9231	228	0.5711	0.2626	0.5711	0.7557
No log	2.9487	230	0.6540	0.3797	0.6540	0.8087
No log	2.9744	232	0.9135	0.2258	0.9135	0.9558
No log	3.0	234	0.9224	0.2258	0.9224	0.9604
No log	3.0256	236	0.6424	0.3297	0.6424	0.8015
No log	3.0513	238	0.5934	0.2941	0.5934	0.7703
No log	3.0769	240	0.5898	0.2967	0.5898	0.7680
No log	3.1026	242	0.6623	0.2000	0.6623	0.8138
No log	3.1282	244	0.6875	0.2086	0.6875	0.8291
No log	3.1538	246	0.6173	0.2432	0.6173	0.7857
No log	3.1795	248	0.6284	0.2000	0.6284	0.7927
No log	3.2051	250	0.6956	0.2174	0.6956	0.8340
No log	3.2308	252	0.7103	0.1732	0.7103	0.8428
No log	3.2564	254	0.6371	0.1556	0.6371	0.7982
No log	3.2821	256	0.5890	0.2787	0.5890	0.7674
No log	3.3077	258	0.5838	0.2184	0.5838	0.7641
No log	3.3333	260	0.7235	0.2464	0.7235	0.8506
No log	3.3590	262	0.9845	0.2191	0.9845	0.9922
No log	3.3846	264	1.2082	0.1458	1.2082	1.0992
No log	3.4103	266	0.9548	0.2000	0.9548	0.9771
No log	3.4359	268	0.6718	0.3118	0.6718	0.8196
No log	3.4615	270	0.5901	0.2393	0.5901	0.7682
No log	3.4872	272	0.6532	0.3149	0.6532	0.8082
No log	3.5128	274	0.8077	0.24	0.8077	0.8987
No log	3.5385	276	0.8110	0.2709	0.8110	0.9006
No log	3.5641	278	0.7148	0.2688	0.7148	0.8455
No log	3.5897	280	0.7991	0.2308	0.7991	0.8939
No log	3.6154	282	0.9508	0.1621	0.9508	0.9751
No log	3.6410	284	0.7321	0.3131	0.7321	0.8556
No log	3.6667	286	0.6211	0.3263	0.6211	0.7881
No log	3.6923	288	0.7108	0.3131	0.7108	0.8431
No log	3.7179	290	1.0018	0.1385	1.0018	1.0009
No log	3.7436	292	1.0321	0.2615	1.0321	1.0159
No log	3.7692	294	0.7902	0.2000	0.7902	0.8889
No log	3.7949	296	0.6222	0.1801	0.6222	0.7888
No log	3.8205	298	0.6250	0.1801	0.6250	0.7906
No log	3.8462	300	0.6521	0.1818	0.6521	0.8075
No log	3.8718	302	0.6264	0.2350	0.6264	0.7915
No log	3.8974	304	0.7037	0.2577	0.7037	0.8389
No log	3.9231	306	0.9434	0.2199	0.9434	0.9713
No log	3.9487	308	0.9383	0.2199	0.9383	0.9687
No log	3.9744	310	0.7304	0.2709	0.7304	0.8547
No log	4.0	312	0.6403	0.2174	0.6403	0.8002
No log	4.0256	314	0.6247	0.2195	0.6247	0.7904
No log	4.0513	316	0.6317	0.2360	0.6317	0.7948
No log	4.0769	318	0.8354	0.2217	0.8354	0.9140
No log	4.1026	320	1.2091	0.0452	1.2092	1.0996
No log	4.1282	322	1.2309	0.0476	1.2309	1.1095
No log	4.1538	324	0.9436	0.1667	0.9436	0.9714
No log	4.1795	326	0.6043	0.3103	0.6043	0.7774
No log	4.2051	328	0.5522	0.2195	0.5522	0.7431
No log	4.2308	330	0.5514	0.2195	0.5514	0.7426
No log	4.2564	332	0.6315	0.3402	0.6315	0.7946
No log	4.2821	334	1.0227	0.1686	1.0227	1.0113
No log	4.3077	336	1.2693	0.1220	1.2693	1.1266
No log	4.3333	338	1.1041	0.1448	1.1041	1.0508
No log	4.3590	340	0.8032	0.2579	0.8032	0.8962
No log	4.3846	342	0.5781	0.2575	0.5781	0.7603
No log	4.4103	344	0.5377	0.1892	0.5377	0.7333
No log	4.4359	346	0.5517	0.2000	0.5517	0.7428
No log	4.4615	348	0.6416	0.1818	0.6416	0.8010
No log	4.4872	350	0.8436	0.2372	0.8436	0.9185
No log	4.5128	352	0.8727	0.2364	0.8727	0.9342
No log	4.5385	354	0.7508	0.2315	0.7508	0.8665
No log	4.5641	356	0.6074	0.2273	0.6074	0.7794
No log	4.5897	358	0.5470	0.2485	0.5470	0.7396
No log	4.6154	360	0.5397	0.2289	0.5397	0.7347
No log	4.6410	362	0.5617	0.2889	0.5617	0.7495
No log	4.6667	364	0.6563	0.2637	0.6563	0.8101
No log	4.6923	366	0.7390	0.2692	0.7390	0.8597
No log	4.7179	368	0.8742	0.2364	0.8742	0.9350
No log	4.7436	370	0.8513	0.2364	0.8513	0.9227
No log	4.7692	372	0.6730	0.2323	0.6730	0.8203
No log	4.7949	374	0.5850	0.2609	0.5850	0.7648
No log	4.8205	376	0.6278	0.2577	0.6278	0.7923
No log	4.8462	378	0.6762	0.2323	0.6762	0.8223
No log	4.8718	380	0.7082	0.2692	0.7082	0.8416
No log	4.8974	382	0.7166	0.2692	0.7166	0.8465
No log	4.9231	384	0.6799	0.2464	0.6799	0.8246
No log	4.9487	386	0.5976	0.2410	0.5976	0.7730
No log	4.9744	388	0.5723	0.3224	0.5723	0.7565
No log	5.0	390	0.5636	0.2273	0.5636	0.7508
No log	5.0256	392	0.5825	0.3258	0.5825	0.7632
No log	5.0513	394	0.6195	0.2421	0.6195	0.7871
No log	5.0769	396	0.7127	0.2637	0.7127	0.8442
No log	5.1026	398	0.6704	0.2487	0.6704	0.8188
No log	5.1282	400	0.5746	0.2832	0.5746	0.7580
No log	5.1538	402	0.5602	0.2405	0.5602	0.7485
No log	5.1795	404	0.5910	0.1543	0.5910	0.7688
No log	5.2051	406	0.6672	0.2323	0.6672	0.8168
No log	5.2308	408	0.8937	0.1934	0.8937	0.9454
No log	5.2564	410	1.0371	0.2615	1.0371	1.0184
No log	5.2821	412	0.9307	0.2000	0.9307	0.9647
No log	5.3077	414	0.6680	0.2676	0.6680	0.8173
No log	5.3333	416	0.5385	0.3591	0.5385	0.7339
No log	5.3590	418	0.5281	0.3253	0.5281	0.7267
No log	5.3846	420	0.5699	0.2626	0.5699	0.7549
No log	5.4103	422	0.6765	0.2676	0.6765	0.8225
No log	5.4359	424	0.7349	0.2676	0.7349	0.8572
No log	5.4615	426	0.6494	0.2727	0.6494	0.8059
No log	5.4872	428	0.5346	0.2000	0.5346	0.7312
No log	5.5128	430	0.5178	0.3407	0.5178	0.7196
No log	5.5385	432	0.5390	0.3191	0.5390	0.7342
No log	5.5641	434	0.5654	0.3131	0.5654	0.7519
No log	5.5897	436	0.5689	0.3131	0.5689	0.7543
No log	5.6154	438	0.6102	0.3089	0.6102	0.7812
No log	5.6410	440	0.6029	0.2688	0.6029	0.7765
No log	5.6667	442	0.6136	0.2688	0.6136	0.7834
No log	5.6923	444	0.6762	0.2692	0.6762	0.8223
No log	5.7179	446	0.6341	0.2350	0.6341	0.7963
No log	5.7436	448	0.5369	0.1515	0.5369	0.7327
No log	5.7692	450	0.5191	0.2405	0.5191	0.7205
No log	5.7949	452	0.5261	0.2405	0.5261	0.7254
No log	5.8205	454	0.5364	0.2683	0.5364	0.7324
No log	5.8462	456	0.5702	0.2787	0.5702	0.7551
No log	5.8718	458	0.7307	0.2217	0.7307	0.8548
No log	5.8974	460	0.8632	0.2281	0.8632	0.9291
No log	5.9231	462	0.8004	0.2566	0.8004	0.8946
No log	5.9487	464	0.6445	0.2390	0.6445	0.8028
No log	5.9744	466	0.5836	0.2787	0.5836	0.7640
No log	6.0	468	0.5811	0.2787	0.5811	0.7623
No log	6.0256	470	0.6183	0.2421	0.6183	0.7863
No log	6.0513	472	0.6604	0.2487	0.6604	0.8127
No log	6.0769	474	0.6592	0.2577	0.6592	0.8119
No log	6.1026	476	0.6126	0.2090	0.6126	0.7827
No log	6.1282	478	0.6445	0.2609	0.6445	0.8028
No log	6.1538	480	0.6539	0.2688	0.6539	0.8087
No log	6.1795	482	0.7297	0.1923	0.7297	0.8542
No log	6.2051	484	0.7323	0.1923	0.7323	0.8558
No log	6.2308	486	0.6329	0.2609	0.6329	0.7955
No log	6.2564	488	0.5794	0.3191	0.5794	0.7612
No log	6.2821	490	0.6015	0.3297	0.6015	0.7755
No log	6.3077	492	0.7182	0.2150	0.7182	0.8475
No log	6.3333	494	0.7894	0.2863	0.7894	0.8885
No log	6.3590	496	0.7496	0.2222	0.7496	0.8658
No log	6.3846	498	0.7241	0.2146	0.7241	0.8509
0.5141	6.4103	500	0.6889	0.2150	0.6889	0.8300
0.5141	6.4359	502	0.7102	0.2146	0.7102	0.8427
0.5141	6.4615	504	0.7358	0.25	0.7358	0.8578
0.5141	6.4872	506	0.7223	0.25	0.7223	0.8499
0.5141	6.5128	508	0.6967	0.2919	0.6967	0.8347
0.5141	6.5385	510	0.6857	0.3010	0.6857	0.8281
0.5141	6.5641	512	0.6593	0.2083	0.6593	0.8120
0.5141	6.5897	514	0.6507	0.2088	0.6507	0.8066
0.5141	6.6154	516	0.6186	0.2000	0.6186	0.7865
0.5141	6.6410	518	0.5925	0.1529	0.5925	0.7698
0.5141	6.6667	520	0.5851	0.1529	0.5851	0.7649
0.5141	6.6923	522	0.6095	0.2421	0.6095	0.7807
0.5141	6.7179	524	0.6583	0.2871	0.6583	0.8113
0.5141	6.7436	526	0.6350	0.2893	0.6350	0.7969
0.5141	6.7692	528	0.5974	0.2432	0.5974	0.7729
0.5141	6.7949	530	0.5859	0.2432	0.5859	0.7655
0.5141	6.8205	532	0.5897	0.2000	0.5897	0.7679
0.5141	6.8462	534	0.6503	0.2965	0.6503	0.8064
0.5141	6.8718	536	0.7045	0.2709	0.7045	0.8393
0.5141	6.8974	538	0.7512	0.3052	0.7512	0.8667
0.5141	6.9231	540	0.7384	0.2709	0.7384	0.8593
0.5141	6.9487	542	0.6500	0.2563	0.6500	0.8062
0.5141	6.9744	544	0.6307	0.2593	0.6307	0.7942
0.5141	7.0	546	0.6125	0.2609	0.6125	0.7826
0.5141	7.0256	548	0.6265	0.2593	0.6265	0.7915
0.5141	7.0513	550	0.6812	0.2919	0.6812	0.8253
0.5141	7.0769	552	0.6967	0.2919	0.6967	0.8347
0.5141	7.1026	554	0.6854	0.2549	0.6854	0.8279
0.5141	7.1282	556	0.7233	0.2146	0.7233	0.8505
0.5141	7.1538	558	0.8065	0.2579	0.8065	0.8980
0.5141	7.1795	560	0.8200	0.2579	0.8200	0.9056
0.5141	7.2051	562	0.7309	0.2150	0.7309	0.8549
0.5141	7.2308	564	0.6480	0.2513	0.6480	0.8050
0.5141	7.2564	566	0.6379	0.2513	0.6379	0.7987
0.5141	7.2821	568	0.6811	0.2513	0.6811	0.8253
0.5141	7.3077	570	0.7474	0.2222	0.7474	0.8645
0.5141	7.3333	572	0.7687	0.2222	0.7687	0.8768
0.5141	7.3590	574	0.7301	0.2637	0.7301	0.8545
0.5141	7.3846	576	0.6608	0.2513	0.6608	0.8129
0.5141	7.4103	578	0.6084	0.1556	0.6084	0.7800
0.5141	7.4359	580	0.6040	0.1543	0.6040	0.7772
0.5141	7.4615	582	0.6253	0.2000	0.6253	0.7907
0.5141	7.4872	584	0.6903	0.2593	0.6903	0.8309
0.5141	7.5128	586	0.7679	0.2222	0.7679	0.8763
0.5141	7.5385	588	0.7879	0.2222	0.7879	0.8877
0.5141	7.5641	590	0.7339	0.3010	0.7339	0.8567
0.5141	7.5897	592	0.6594	0.2609	0.6594	0.8120
0.5141	7.6154	594	0.6006	0.2000	0.6006	0.7750
0.5141	7.6410	596	0.5828	0.2090	0.5828	0.7634
0.5141	7.6667	598	0.5804	0.2090	0.5804	0.7618
0.5141	7.6923	600	0.5899	0.2457	0.5899	0.7680
0.5141	7.7179	602	0.6289	0.2609	0.6289	0.7930
0.5141	7.7436	604	0.6437	0.2609	0.6437	0.8023
0.5141	7.7692	606	0.6205	0.2609	0.6205	0.7877
0.5141	7.7949	608	0.6138	0.2626	0.6138	0.7835
0.5141	7.8205	610	0.6182	0.2626	0.6182	0.7862
0.5141	7.8462	612	0.6456	0.2609	0.6456	0.8035
0.5141	7.8718	614	0.6586	0.2593	0.6586	0.8115
0.5141	7.8974	616	0.6836	0.2670	0.6836	0.8268
0.5141	7.9231	618	0.6803	0.2340	0.6803	0.8248
0.5141	7.9487	620	0.6444	0.2179	0.6444	0.8027
0.5141	7.9744	622	0.6379	0.2179	0.6379	0.7987
0.5141	8.0	624	0.6571	0.2273	0.6571	0.8106
0.5141	8.0256	626	0.6538	0.2179	0.6538	0.8086
0.5141	8.0513	628	0.6307	0.2179	0.6307	0.7941
0.5141	8.0769	630	0.6259	0.2000	0.6259	0.7911
0.5141	8.1026	632	0.6365	0.2088	0.6365	0.7978
0.5141	8.1282	634	0.6724	0.2593	0.6724	0.8200
0.5141	8.1538	636	0.7257	0.2549	0.7257	0.8519
0.5141	8.1795	638	0.7287	0.2549	0.7287	0.8536
0.5141	8.2051	640	0.7074	0.2563	0.7074	0.8411
0.5141	8.2308	642	0.6798	0.2593	0.6798	0.8245
0.5141	8.2564	644	0.6847	0.2593	0.6847	0.8275
0.5141	8.2821	646	0.6842	0.2593	0.6842	0.8272
0.5141	8.3077	648	0.6922	0.2563	0.6922	0.8320
0.5141	8.3333	650	0.7161	0.2653	0.7161	0.8462
0.5141	8.3590	652	0.7218	0.2653	0.7218	0.8496
0.5141	8.3846	654	0.6835	0.2563	0.6835	0.8267
0.5141	8.4103	656	0.6596	0.2609	0.6596	0.8122
0.5141	8.4359	658	0.6428	0.2609	0.6428	0.8018
0.5141	8.4615	660	0.6333	0.2626	0.6333	0.7958
0.5141	8.4872	662	0.6129	0.2626	0.6129	0.7829
0.5141	8.5128	664	0.6134	0.2626	0.6134	0.7832
0.5141	8.5385	666	0.6248	0.2626	0.6248	0.7904
0.5141	8.5641	668	0.6303	0.2626	0.6303	0.7939
0.5141	8.5897	670	0.6201	0.2626	0.6201	0.7875
0.5141	8.6154	672	0.6277	0.2626	0.6277	0.7923
0.5141	8.6410	674	0.6406	0.2609	0.6406	0.8004
0.5141	8.6667	676	0.6393	0.2609	0.6393	0.7995
0.5141	8.6923	678	0.6505	0.2609	0.6505	0.8065
0.5141	8.7179	680	0.6737	0.2577	0.6737	0.8208
0.5141	8.7436	682	0.6731	0.2577	0.6731	0.8204
0.5141	8.7692	684	0.6642	0.2609	0.6642	0.8150
0.5141	8.7949	686	0.6498	0.2609	0.6498	0.8061
0.5141	8.8205	688	0.6468	0.2609	0.6468	0.8043
0.5141	8.8462	690	0.6443	0.2513	0.6443	0.8027
0.5141	8.8718	692	0.6553	0.2609	0.6553	0.8095
0.5141	8.8974	694	0.6542	0.2513	0.6542	0.8088
0.5141	8.9231	696	0.6488	0.2513	0.6488	0.8055
0.5141	8.9487	698	0.6439	0.2421	0.6439	0.8024
0.5141	8.9744	700	0.6574	0.2513	0.6574	0.8108
0.5141	9.0	702	0.6665	0.2609	0.6665	0.8164
0.5141	9.0256	704	0.6596	0.2609	0.6596	0.8121
0.5141	9.0513	706	0.6624	0.2609	0.6624	0.8139
0.5141	9.0769	708	0.6613	0.2593	0.6613	0.8132
0.5141	9.1026	710	0.6682	0.2593	0.6682	0.8174
0.5141	9.1282	712	0.6736	0.2577	0.6736	0.8208
0.5141	9.1538	714	0.6765	0.2577	0.6765	0.8225
0.5141	9.1795	716	0.6626	0.25	0.6626	0.8140
0.5141	9.2051	718	0.6510	0.2513	0.6510	0.8069
0.5141	9.2308	720	0.6382	0.2421	0.6382	0.7988
0.5141	9.2564	722	0.6216	0.2000	0.6216	0.7884
0.5141	9.2821	724	0.6140	0.2000	0.6140	0.7836
0.5141	9.3077	726	0.6110	0.2000	0.6110	0.7817
0.5141	9.3333	728	0.6077	0.2000	0.6077	0.7796
0.5141	9.3590	730	0.6079	0.2000	0.6079	0.7797
0.5141	9.3846	732	0.6110	0.2000	0.6110	0.7817
0.5141	9.4103	734	0.6191	0.2000	0.6191	0.7869
0.5141	9.4359	736	0.6305	0.2432	0.6305	0.7941
0.5141	9.4615	738	0.6400	0.2513	0.6400	0.8000
0.5141	9.4872	740	0.6426	0.2513	0.6426	0.8016
0.5141	9.5128	742	0.6417	0.2513	0.6417	0.8011
0.5141	9.5385	744	0.6472	0.2513	0.6472	0.8045
0.5141	9.5641	746	0.6584	0.2593	0.6584	0.8114
0.5141	9.5897	748	0.6688	0.2593	0.6688	0.8178
0.5141	9.6154	750	0.6737	0.2577	0.6737	0.8208
0.5141	9.6410	752	0.6748	0.2577	0.6748	0.8215
0.5141	9.6667	754	0.6805	0.2577	0.6805	0.8249
0.5141	9.6923	756	0.6821	0.2577	0.6821	0.8259
0.5141	9.7179	758	0.6843	0.2577	0.6843	0.8272
0.5141	9.7436	760	0.6859	0.2577	0.6859	0.8282
0.5141	9.7692	762	0.6831	0.2577	0.6831	0.8265
0.5141	9.7949	764	0.6826	0.2577	0.6826	0.8262
0.5141	9.8205	766	0.6813	0.2577	0.6813	0.8254
0.5141	9.8462	768	0.6808	0.2577	0.6808	0.8251
0.5141	9.8718	770	0.6776	0.2577	0.6776	0.8232
0.5141	9.8974	772	0.6739	0.2577	0.6739	0.8209
0.5141	9.9231	774	0.6701	0.2577	0.6701	0.8186
0.5141	9.9487	776	0.6671	0.2577	0.6671	0.8168
0.5141	9.9744	778	0.6652	0.2593	0.6652	0.8156
0.5141	10.0	780	0.6647	0.2593	0.6647	0.8153

Framework versions

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