ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_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: 1.1506
• Qwk: 0.2380
• Mse: 1.1506
• Rmse: 1.0727

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	0.0225	2	4.7469	0.0010	4.7469	2.1787
No log	0.0449	4	2.7393	0.0012	2.7393	1.6551
No log	0.0674	6	2.2098	-0.0233	2.2098	1.4865
No log	0.0899	8	1.6662	-0.1468	1.6662	1.2908
No log	0.1124	10	1.6651	-0.0057	1.6651	1.2904
No log	0.1348	12	1.4737	-0.0978	1.4737	1.2140
No log	0.1573	14	1.3358	0.1113	1.3358	1.1558
No log	0.1798	16	1.5692	0.1364	1.5692	1.2527
No log	0.2022	18	2.7143	0.0301	2.7143	1.6475
No log	0.2247	20	2.2753	-0.0019	2.2753	1.5084
No log	0.2472	22	1.3512	0.1906	1.3512	1.1624
No log	0.2697	24	1.2600	0.1988	1.2600	1.1225
No log	0.2921	26	1.6964	0.2158	1.6964	1.3024
No log	0.3146	28	2.4613	0.0780	2.4613	1.5689
No log	0.3371	30	2.3090	0.0891	2.3090	1.5196
No log	0.3596	32	1.7146	0.1779	1.7146	1.3094
No log	0.3820	34	1.4376	0.1481	1.4376	1.1990
No log	0.4045	36	1.2924	0.2100	1.2924	1.1369
No log	0.4270	38	1.2790	0.1958	1.2790	1.1309
No log	0.4494	40	1.1724	0.2180	1.1724	1.0828
No log	0.4719	42	1.1485	0.2126	1.1485	1.0717
No log	0.4944	44	1.1763	0.1841	1.1763	1.0846
No log	0.5169	46	1.1730	0.1990	1.1730	1.0831
No log	0.5393	48	1.3414	0.1608	1.3414	1.1582
No log	0.5618	50	1.4384	0.1605	1.4384	1.1993
No log	0.5843	52	1.2934	0.1481	1.2934	1.1373
No log	0.6067	54	1.3389	0.1481	1.3389	1.1571
No log	0.6292	56	1.5982	0.2630	1.5982	1.2642
No log	0.6517	58	1.8525	0.1520	1.8525	1.3611
No log	0.6742	60	1.6163	0.2562	1.6163	1.2713
No log	0.6966	62	1.4097	0.2201	1.4097	1.1873
No log	0.7191	64	1.4092	0.2201	1.4092	1.1871
No log	0.7416	66	1.6960	0.2312	1.6960	1.3023
No log	0.7640	68	1.7459	0.2312	1.7459	1.3213
No log	0.7865	70	1.8021	0.1360	1.8021	1.3424
No log	0.8090	72	1.4918	0.1823	1.4918	1.2214
No log	0.8315	74	1.2038	0.1865	1.2038	1.0972
No log	0.8539	76	1.1014	0.2537	1.1014	1.0495
No log	0.8764	78	1.1978	0.1966	1.1978	1.0944
No log	0.8989	80	1.5905	0.2540	1.5905	1.2612
No log	0.9213	82	1.7200	0.2016	1.7200	1.3115
No log	0.9438	84	1.4933	0.2453	1.4933	1.2220
No log	0.9663	86	1.2718	0.3730	1.2718	1.1277
No log	0.9888	88	1.3318	0.3673	1.3318	1.1540
No log	1.0112	90	1.5228	0.2756	1.5228	1.2340
No log	1.0337	92	1.5854	0.3013	1.5854	1.2591
No log	1.0562	94	1.3297	0.2942	1.3297	1.1531
No log	1.0787	96	1.1495	0.3841	1.1495	1.0721
No log	1.1011	98	1.0991	0.3897	1.0991	1.0484
No log	1.1236	100	1.0874	0.3646	1.0874	1.0428
No log	1.1461	102	1.2880	0.3227	1.2880	1.1349
No log	1.1685	104	1.5808	0.2896	1.5808	1.2573
No log	1.1910	106	1.6576	0.2439	1.6576	1.2875
No log	1.2135	108	1.3929	0.2715	1.3929	1.1802
No log	1.2360	110	1.2413	0.3762	1.2413	1.1141
No log	1.2584	112	1.1960	0.3387	1.1960	1.0936
No log	1.2809	114	1.2972	0.3982	1.2972	1.1390
No log	1.3034	116	1.3301	0.3023	1.3301	1.1533
No log	1.3258	118	1.1324	0.4090	1.1324	1.0642
No log	1.3483	120	1.1039	0.3846	1.1039	1.0507
No log	1.3708	122	1.1410	0.4210	1.1410	1.0682
No log	1.3933	124	1.0900	0.3527	1.0900	1.0440
No log	1.4157	126	1.0810	0.3527	1.0810	1.0397
No log	1.4382	128	1.1746	0.4555	1.1746	1.0838
No log	1.4607	130	1.3795	0.2889	1.3795	1.1745
No log	1.4831	132	1.3105	0.3061	1.3105	1.1448
No log	1.5056	134	1.0919	0.4466	1.0919	1.0450
No log	1.5281	136	1.1367	0.4440	1.1367	1.0662
No log	1.5506	138	1.1016	0.4491	1.1016	1.0496
No log	1.5730	140	1.0803	0.4461	1.0803	1.0394
No log	1.5955	142	1.1012	0.4191	1.1012	1.0494
No log	1.6180	144	1.2713	0.3141	1.2713	1.1275
No log	1.6404	146	1.2327	0.2716	1.2327	1.1103
No log	1.6629	148	1.0693	0.4043	1.0693	1.0341
No log	1.6854	150	1.0719	0.3680	1.0719	1.0353
No log	1.7079	152	1.0842	0.3371	1.0842	1.0413
No log	1.7303	154	1.3422	0.2906	1.3422	1.1585
No log	1.7528	156	1.5401	0.3273	1.5401	1.2410
No log	1.7753	158	1.4104	0.3361	1.4104	1.1876
No log	1.7978	160	1.1145	0.4040	1.1145	1.0557
No log	1.8202	162	1.0943	0.3946	1.0943	1.0461
No log	1.8427	164	1.1757	0.3949	1.1757	1.0843
No log	1.8652	166	1.5173	0.2836	1.5173	1.2318
No log	1.8876	168	1.5032	0.2836	1.5032	1.2261
No log	1.9101	170	1.2099	0.3198	1.2099	1.1000
No log	1.9326	172	1.1079	0.3320	1.1079	1.0525
No log	1.9551	174	1.1177	0.2315	1.1177	1.0572
No log	1.9775	176	1.3235	0.3064	1.3235	1.1504
No log	2.0	178	1.5276	0.2680	1.5276	1.2360
No log	2.0225	180	1.4166	0.3494	1.4166	1.1902
No log	2.0449	182	1.2033	0.3348	1.2033	1.0970
No log	2.0674	184	1.0472	0.3231	1.0472	1.0233
No log	2.0899	186	1.0293	0.2906	1.0293	1.0145
No log	2.1124	188	1.0890	0.3922	1.0890	1.0436
No log	2.1348	190	1.3156	0.3872	1.3156	1.1470
No log	2.1573	192	1.3566	0.3872	1.3566	1.1647
No log	2.1798	194	1.2093	0.3715	1.2093	1.0997
No log	2.2022	196	1.0931	0.3391	1.0931	1.0455
No log	2.2247	198	1.1175	0.2504	1.1175	1.0571
No log	2.2472	200	1.2131	0.2597	1.2131	1.1014
No log	2.2697	202	1.4142	0.2163	1.4142	1.1892
No log	2.2921	204	1.6993	0.1899	1.6993	1.3036
No log	2.3146	206	1.6399	0.2083	1.6399	1.2806
No log	2.3371	208	1.3343	0.1568	1.3343	1.1551
No log	2.3596	210	1.1211	0.2417	1.1211	1.0588
No log	2.3820	212	1.0534	0.2108	1.0534	1.0264
No log	2.4045	214	1.0320	0.2424	1.0320	1.0159
No log	2.4270	216	1.0820	0.3031	1.0820	1.0402
No log	2.4494	218	1.3119	0.3772	1.3119	1.1454
No log	2.4719	220	1.2946	0.3458	1.2946	1.1378
No log	2.4944	222	1.1482	0.3028	1.1482	1.0715
No log	2.5169	224	1.0070	0.3218	1.0070	1.0035
No log	2.5393	226	0.9847	0.5165	0.9847	0.9923
No log	2.5618	228	0.9935	0.4435	0.9935	0.9968
No log	2.5843	230	1.0838	0.3249	1.0838	1.0411
No log	2.6067	232	1.3787	0.2807	1.3787	1.1742
No log	2.6292	234	1.3946	0.2877	1.3946	1.1809
No log	2.6517	236	1.1463	0.3363	1.1463	1.0707
No log	2.6742	238	1.0494	0.4374	1.0494	1.0244
No log	2.6966	240	1.0946	0.3177	1.0946	1.0462
No log	2.7191	242	1.1034	0.2453	1.1034	1.0505
No log	2.7416	244	1.0987	0.2633	1.0987	1.0482
No log	2.7640	246	1.2382	0.2984	1.2382	1.1127
No log	2.7865	248	1.4408	0.2718	1.4408	1.2004
No log	2.8090	250	1.4558	0.2317	1.4558	1.2066
No log	2.8315	252	1.2904	0.2832	1.2904	1.1360
No log	2.8539	254	1.2573	0.2685	1.2573	1.1213
No log	2.8764	256	1.2893	0.2087	1.2893	1.1355
No log	2.8989	258	1.3403	0.2181	1.3403	1.1577
No log	2.9213	260	1.2624	0.2171	1.2624	1.1236
No log	2.9438	262	1.3045	0.2171	1.3045	1.1421
No log	2.9663	264	1.4442	0.2444	1.4442	1.2017
No log	2.9888	266	1.5044	0.2564	1.5044	1.2265
No log	3.0112	268	1.5915	0.2346	1.5915	1.2615
No log	3.0337	270	1.5539	0.2635	1.5539	1.2465
No log	3.0562	272	1.3098	0.2814	1.3098	1.1445
No log	3.0787	274	1.1825	0.1433	1.1825	1.0874
No log	3.1011	276	1.1694	0.2541	1.1694	1.0814
No log	3.1236	278	1.1581	0.1536	1.1581	1.0761
No log	3.1461	280	1.1681	0.2110	1.1681	1.0808
No log	3.1685	282	1.2128	0.2268	1.2128	1.1013
No log	3.1910	284	1.2890	0.3179	1.2890	1.1353
No log	3.2135	286	1.4577	0.2744	1.4577	1.2074
No log	3.2360	288	1.4847	0.2730	1.4847	1.2185
No log	3.2584	290	1.4231	0.2481	1.4231	1.1929
No log	3.2809	292	1.2980	0.2451	1.2980	1.1393
No log	3.3034	294	1.1715	0.2851	1.1715	1.0824
No log	3.3258	296	1.1109	0.2539	1.1109	1.0540
No log	3.3483	298	1.1202	0.2650	1.1202	1.0584
No log	3.3708	300	1.1364	0.2650	1.1364	1.0660
No log	3.3933	302	1.1977	0.2208	1.1977	1.0944
No log	3.4157	304	1.2705	0.2219	1.2705	1.1272
No log	3.4382	306	1.2884	0.2219	1.2884	1.1351
No log	3.4607	308	1.3131	0.2230	1.3131	1.1459
No log	3.4831	310	1.2862	0.2091	1.2862	1.1341
No log	3.5056	312	1.1971	0.2654	1.1971	1.0941
No log	3.5281	314	1.1166	0.2389	1.1166	1.0567
No log	3.5506	316	1.0964	0.3715	1.0964	1.0471
No log	3.5730	318	1.1048	0.4239	1.1048	1.0511
No log	3.5955	320	1.0742	0.4440	1.0742	1.0364
No log	3.6180	322	1.0682	0.4377	1.0682	1.0336
No log	3.6404	324	1.0670	0.4014	1.0670	1.0330
No log	3.6629	326	1.0331	0.4502	1.0331	1.0164
No log	3.6854	328	1.0087	0.4560	1.0087	1.0044
No log	3.7079	330	1.0018	0.3796	1.0018	1.0009
No log	3.7303	332	0.9916	0.3796	0.9916	0.9958
No log	3.7528	334	0.9901	0.4007	0.9901	0.9950
No log	3.7753	336	1.0142	0.3595	1.0142	1.0071
No log	3.7978	338	1.0586	0.3918	1.0586	1.0289
No log	3.8202	340	1.0485	0.3612	1.0485	1.0239
No log	3.8427	342	0.9676	0.3956	0.9676	0.9836
No log	3.8652	344	0.9838	0.3473	0.9838	0.9918
No log	3.8876	346	1.0224	0.3680	1.0224	1.0112
No log	3.9101	348	0.9780	0.4162	0.9780	0.9890
No log	3.9326	350	0.9645	0.3972	0.9645	0.9821
No log	3.9551	352	0.9646	0.3590	0.9646	0.9822
No log	3.9775	354	0.9752	0.2945	0.9752	0.9875
No log	4.0	356	0.9750	0.2813	0.9750	0.9874
No log	4.0225	358	0.9817	0.3639	0.9817	0.9908
No log	4.0449	360	0.9833	0.3631	0.9833	0.9916
No log	4.0674	362	0.9661	0.3463	0.9661	0.9829
No log	4.0899	364	1.0059	0.3480	1.0059	1.0029
No log	4.1124	366	1.0411	0.3180	1.0411	1.0204
No log	4.1348	368	1.1090	0.3888	1.1090	1.0531
No log	4.1573	370	1.0237	0.3238	1.0237	1.0118
No log	4.1798	372	0.9778	0.3480	0.9778	0.9888
No log	4.2022	374	0.9640	0.3782	0.9640	0.9818
No log	4.2247	376	0.9493	0.3441	0.9493	0.9743
No log	4.2472	378	0.9415	0.3441	0.9415	0.9703
No log	4.2697	380	0.9251	0.3514	0.9251	0.9618
No log	4.2921	382	0.9154	0.3842	0.9154	0.9568
No log	4.3146	384	0.8887	0.3607	0.8887	0.9427
No log	4.3371	386	0.9022	0.3865	0.9022	0.9498
No log	4.3596	388	0.9259	0.3865	0.9259	0.9622
No log	4.3820	390	0.9246	0.3668	0.9246	0.9615
No log	4.4045	392	0.9666	0.3486	0.9666	0.9831
No log	4.4270	394	0.9761	0.3080	0.9761	0.9880
No log	4.4494	396	1.0198	0.3747	1.0198	1.0098
No log	4.4719	398	1.0624	0.3691	1.0624	1.0307
No log	4.4944	400	1.0726	0.3606	1.0726	1.0357
No log	4.5169	402	1.0720	0.3547	1.0720	1.0354
No log	4.5393	404	1.0959	0.3323	1.0959	1.0469
No log	4.5618	406	1.0575	0.3237	1.0575	1.0283
No log	4.5843	408	1.0129	0.3373	1.0129	1.0064
No log	4.6067	410	1.0151	0.3039	1.0151	1.0075
No log	4.6292	412	1.0334	0.2843	1.0334	1.0166
No log	4.6517	414	1.1241	0.2654	1.1241	1.0602
No log	4.6742	416	1.2680	0.2371	1.2680	1.1261
No log	4.6966	418	1.3517	0.2072	1.3517	1.1626
No log	4.7191	420	1.2949	0.2191	1.2949	1.1379
No log	4.7416	422	1.1552	0.2577	1.1552	1.0748
No log	4.7640	424	1.1106	0.2896	1.1106	1.0538
No log	4.7865	426	1.1618	0.3137	1.1618	1.0779
No log	4.8090	428	1.3145	0.3620	1.3145	1.1465
No log	4.8315	430	1.3101	0.3620	1.3101	1.1446
No log	4.8539	432	1.1426	0.3444	1.1426	1.0689
No log	4.8764	434	1.0268	0.2757	1.0268	1.0133
No log	4.8989	436	1.0128	0.3017	1.0128	1.0064
No log	4.9213	438	0.9939	0.2968	0.9939	0.9970
No log	4.9438	440	0.9928	0.2665	0.9928	0.9964
No log	4.9663	442	1.0155	0.2521	1.0155	1.0077
No log	4.9888	444	1.0574	0.2864	1.0574	1.0283
No log	5.0112	446	1.0609	0.2864	1.0609	1.0300
No log	5.0337	448	1.0405	0.2815	1.0405	1.0200
No log	5.0562	450	1.0640	0.2864	1.0640	1.0315
No log	5.0787	452	1.1252	0.3124	1.1252	1.0607
No log	5.1011	454	1.1048	0.3843	1.1048	1.0511
No log	5.1236	456	1.0880	0.3595	1.0880	1.0431
No log	5.1461	458	1.1542	0.3424	1.1542	1.0744
No log	5.1685	460	1.1814	0.3462	1.1814	1.0869
No log	5.1910	462	1.0931	0.3458	1.0931	1.0455
No log	5.2135	464	1.0389	0.3705	1.0389	1.0193
No log	5.2360	466	0.9923	0.3355	0.9923	0.9961
No log	5.2584	468	0.9722	0.3301	0.9722	0.9860
No log	5.2809	470	0.9699	0.2871	0.9699	0.9848
No log	5.3034	472	0.9631	0.3205	0.9631	0.9814
No log	5.3258	474	0.9877	0.3321	0.9877	0.9938
No log	5.3483	476	0.9786	0.2667	0.9786	0.9892
No log	5.3708	478	0.9905	0.2730	0.9905	0.9952
No log	5.3933	480	0.9685	0.2697	0.9685	0.9841
No log	5.4157	482	0.9764	0.3237	0.9764	0.9881
No log	5.4382	484	0.9923	0.3168	0.9923	0.9961
No log	5.4607	486	1.0155	0.2319	1.0155	1.0077
No log	5.4831	488	1.0595	0.2180	1.0595	1.0293
No log	5.5056	490	1.0772	0.2560	1.0772	1.0379
No log	5.5281	492	1.0552	0.1980	1.0552	1.0272
No log	5.5506	494	1.0594	0.1980	1.0594	1.0293
No log	5.5730	496	1.0993	0.2397	1.0993	1.0485
No log	5.5955	498	1.0891	0.2397	1.0891	1.0436
0.3207	5.6180	500	1.1165	0.2779	1.1165	1.0567
0.3207	5.6404	502	1.0888	0.2311	1.0888	1.0434
0.3207	5.6629	504	1.0287	0.2158	1.0287	1.0142
0.3207	5.6854	506	1.0185	0.3311	1.0185	1.0092
0.3207	5.7079	508	0.9948	0.3062	0.9948	0.9974
0.3207	5.7303	510	1.0158	0.2871	1.0158	1.0079
0.3207	5.7528	512	1.0890	0.3415	1.0890	1.0435
0.3207	5.7753	514	1.0821	0.3173	1.0821	1.0403
0.3207	5.7978	516	1.0207	0.2665	1.0207	1.0103
0.3207	5.8202	518	1.0070	0.3356	1.0070	1.0035
0.3207	5.8427	520	1.0084	0.3263	1.0084	1.0042
0.3207	5.8652	522	1.0092	0.2579	1.0092	1.0046
0.3207	5.8876	524	1.0339	0.3012	1.0339	1.0168
0.3207	5.9101	526	1.0991	0.3675	1.0991	1.0484
0.3207	5.9326	528	1.0979	0.3993	1.0979	1.0478
0.3207	5.9551	530	1.0722	0.3707	1.0722	1.0355
0.3207	5.9775	532	1.0661	0.3096	1.0661	1.0325
0.3207	6.0	534	1.0967	0.4211	1.0967	1.0472
0.3207	6.0225	536	1.1941	0.3095	1.1941	1.0927
0.3207	6.0449	538	1.2642	0.3005	1.2642	1.1244
0.3207	6.0674	540	1.3354	0.2286	1.3354	1.1556
0.3207	6.0899	542	1.2118	0.2807	1.2118	1.1008
0.3207	6.1124	544	1.0551	0.3287	1.0551	1.0272
0.3207	6.1348	546	0.9685	0.3336	0.9685	0.9841
0.3207	6.1573	548	0.9615	0.3387	0.9615	0.9806
0.3207	6.1798	550	0.9546	0.3661	0.9546	0.9770
0.3207	6.2022	552	0.9981	0.3709	0.9981	0.9990
0.3207	6.2247	554	1.0878	0.2797	1.0878	1.0430
0.3207	6.2472	556	1.0633	0.3409	1.0633	1.0312
0.3207	6.2697	558	1.0506	0.3466	1.0506	1.0250
0.3207	6.2921	560	1.0827	0.3117	1.0827	1.0405
0.3207	6.3146	562	1.0662	0.3373	1.0662	1.0326
0.3207	6.3371	564	0.9759	0.3130	0.9759	0.9879
0.3207	6.3596	566	0.9692	0.3459	0.9692	0.9845
0.3207	6.3820	568	0.9840	0.3459	0.9840	0.9920
0.3207	6.4045	570	0.9952	0.3148	0.9952	0.9976
0.3207	6.4270	572	1.0502	0.3010	1.0502	1.0248
0.3207	6.4494	574	1.1474	0.2657	1.1474	1.0712
0.3207	6.4719	576	1.2000	0.3231	1.2000	1.0955
0.3207	6.4944	578	1.1507	0.2657	1.1507	1.0727
0.3207	6.5169	580	1.1450	0.2577	1.1450	1.0700
0.3207	6.5393	582	1.1670	0.2959	1.1670	1.0803
0.3207	6.5618	584	1.1569	0.2864	1.1569	1.0756
0.3207	6.5843	586	1.1240	0.2672	1.1240	1.0602
0.3207	6.6067	588	1.0482	0.3728	1.0482	1.0238
0.3207	6.6292	590	1.0283	0.3421	1.0283	1.0140
0.3207	6.6517	592	1.0444	0.2682	1.0444	1.0220
0.3207	6.6742	594	1.0565	0.2843	1.0565	1.0279
0.3207	6.6966	596	1.0663	0.2210	1.0663	1.0326
0.3207	6.7191	598	1.1336	0.2328	1.1336	1.0647
0.3207	6.7416	600	1.1823	0.2672	1.1823	1.0873
0.3207	6.7640	602	1.2293	0.3102	1.2293	1.1087
0.3207	6.7865	604	1.1827	0.2816	1.1827	1.0875
0.3207	6.8090	606	1.1999	0.2816	1.1999	1.0954
0.3207	6.8315	608	1.1107	0.2816	1.1107	1.0539
0.3207	6.8539	610	1.0092	0.2892	1.0092	1.0046
0.3207	6.8764	612	0.9840	0.3237	0.9840	0.9920
0.3207	6.8989	614	1.0133	0.2963	1.0133	1.0066
0.3207	6.9213	616	1.0697	0.3183	1.0697	1.0342
0.3207	6.9438	618	1.0705	0.3183	1.0705	1.0347
0.3207	6.9663	620	1.0404	0.2684	1.0404	1.0200
0.3207	6.9888	622	1.0192	0.2988	1.0192	1.0095
0.3207	7.0112	624	0.9952	0.3014	0.9952	0.9976
0.3207	7.0337	626	1.0074	0.3133	1.0074	1.0037
0.3207	7.0562	628	1.0572	0.3128	1.0572	1.0282
0.3207	7.0787	630	1.2109	0.2705	1.2109	1.1004
0.3207	7.1011	632	1.2775	0.2961	1.2775	1.1303
0.3207	7.1236	634	1.1693	0.2941	1.1693	1.0814
0.3207	7.1461	636	1.0099	0.3433	1.0099	1.0049
0.3207	7.1685	638	0.9544	0.4125	0.9544	0.9769
0.3207	7.1910	640	0.9411	0.4306	0.9411	0.9701
0.3207	7.2135	642	0.9059	0.4381	0.9059	0.9518
0.3207	7.2360	644	0.9290	0.3709	0.9290	0.9639
0.3207	7.2584	646	0.9849	0.3330	0.9849	0.9924
0.3207	7.2809	648	0.9485	0.3321	0.9485	0.9739
0.3207	7.3034	650	0.8963	0.3956	0.8963	0.9467
0.3207	7.3258	652	0.9374	0.3771	0.9374	0.9682
0.3207	7.3483	654	0.9769	0.4648	0.9769	0.9884
0.3207	7.3708	656	0.9373	0.4048	0.9373	0.9681
0.3207	7.3933	658	0.9175	0.3571	0.9175	0.9579
0.3207	7.4157	660	0.9477	0.3956	0.9477	0.9735
0.3207	7.4382	662	0.9517	0.3571	0.9517	0.9756
0.3207	7.4607	664	0.9537	0.3382	0.9537	0.9766
0.3207	7.4831	666	0.9615	0.3337	0.9615	0.9806
0.3207	7.5056	668	0.9614	0.3190	0.9614	0.9805
0.3207	7.5281	670	0.9518	0.3237	0.9518	0.9756
0.3207	7.5506	672	0.9514	0.3382	0.9514	0.9754
0.3207	7.5730	674	0.9573	0.3427	0.9573	0.9784
0.3207	7.5955	676	0.9622	0.2942	0.9622	0.9809
0.3207	7.6180	678	0.9595	0.3237	0.9595	0.9796
0.3207	7.6404	680	0.9625	0.3086	0.9625	0.9811
0.3207	7.6629	682	1.0028	0.3149	1.0028	1.0014
0.3207	7.6854	684	1.0126	0.2777	1.0126	1.0063
0.3207	7.7079	686	0.9889	0.2682	0.9889	0.9944
0.3207	7.7303	688	0.9855	0.3039	0.9855	0.9927
0.3207	7.7528	690	0.9974	0.3137	0.9974	0.9987
0.3207	7.7753	692	1.0191	0.3014	1.0191	1.0095
0.3207	7.7978	694	1.0724	0.2844	1.0724	1.0356
0.3207	7.8202	696	1.1281	0.2467	1.1281	1.0621
0.3207	7.8427	698	1.0998	0.2605	1.0998	1.0487
0.3207	7.8652	700	1.0897	0.2461	1.0897	1.0439
0.3207	7.8876	702	1.0948	0.2605	1.0948	1.0463
0.3207	7.9101	704	1.1506	0.2380	1.1506	1.0727

Framework versions

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