ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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: 0.9597
• Qwk: 0.3129
• Mse: 0.9597
• Rmse: 0.9797

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	0.0303	2	4.2258	-0.0156	4.2258	2.0557
No log	0.0606	4	2.6585	-0.0980	2.6585	1.6305
No log	0.0909	6	2.6846	-0.0192	2.6846	1.6385
No log	0.1212	8	2.4885	0.0205	2.4885	1.5775
No log	0.1515	10	1.9799	0.0842	1.9799	1.4071
No log	0.1818	12	1.5807	0.0412	1.5807	1.2573
No log	0.2121	14	1.1497	0.1443	1.1497	1.0723
No log	0.2424	16	1.1294	0.1739	1.1294	1.0627
No log	0.2727	18	0.9921	0.2015	0.9921	0.9961
No log	0.3030	20	0.9723	0.2933	0.9723	0.9861
No log	0.3333	22	0.9834	0.3100	0.9834	0.9917
No log	0.3636	24	1.0027	0.2978	1.0027	1.0013
No log	0.3939	26	1.2543	0.3165	1.2543	1.1199
No log	0.4242	28	1.2827	0.3165	1.2827	1.1325
No log	0.4545	30	1.2623	0.3091	1.2623	1.1235
No log	0.4848	32	1.0881	0.1095	1.0881	1.0431
No log	0.5152	34	1.1117	0.2108	1.1117	1.0544
No log	0.5455	36	1.1546	0.1557	1.1546	1.0745
No log	0.5758	38	1.2671	0.3001	1.2671	1.1256
No log	0.6061	40	1.2406	0.2776	1.2406	1.1138
No log	0.6364	42	1.2724	0.2606	1.2724	1.1280
No log	0.6667	44	1.4334	0.2888	1.4334	1.1973
No log	0.6970	46	1.3484	0.2319	1.3484	1.1612
No log	0.7273	48	1.2437	0.1693	1.2437	1.1152
No log	0.7576	50	1.2284	0.2882	1.2284	1.1083
No log	0.7879	52	1.1847	0.2802	1.1847	1.0884
No log	0.8182	54	1.1463	0.2802	1.1463	1.0707
No log	0.8485	56	1.1171	0.2920	1.1171	1.0569
No log	0.8788	58	1.1245	0.2899	1.1245	1.0604
No log	0.9091	60	1.0790	0.3296	1.0790	1.0387
No log	0.9394	62	1.0343	0.3671	1.0343	1.0170
No log	0.9697	64	0.9971	0.3282	0.9971	0.9986
No log	1.0	66	0.9483	0.3666	0.9483	0.9738
No log	1.0303	68	0.9226	0.3363	0.9226	0.9605
No log	1.0606	70	1.1290	0.3056	1.1290	1.0626
No log	1.0909	72	1.1830	0.3056	1.1830	1.0876
No log	1.1212	74	0.9002	0.3762	0.9002	0.9488
No log	1.1515	76	1.0247	0.3424	1.0247	1.0123
No log	1.1818	78	1.0496	0.2726	1.0496	1.0245
No log	1.2121	80	0.9113	0.4075	0.9113	0.9546
No log	1.2424	82	1.0204	0.3977	1.0204	1.0101
No log	1.2727	84	1.1741	0.2604	1.1741	1.0836
No log	1.3030	86	0.9960	0.3977	0.9960	0.9980
No log	1.3333	88	0.8586	0.4104	0.8586	0.9266
No log	1.3636	90	0.8537	0.4611	0.8537	0.9240
No log	1.3939	92	0.8648	0.4955	0.8648	0.9300
No log	1.4242	94	0.8941	0.4284	0.8941	0.9456
No log	1.4545	96	0.9240	0.3382	0.9240	0.9612
No log	1.4848	98	0.9272	0.3250	0.9272	0.9629
No log	1.5152	100	0.9523	0.4755	0.9523	0.9758
No log	1.5455	102	0.9919	0.4413	0.9919	0.9959
No log	1.5758	104	1.0650	0.3084	1.0650	1.0320
No log	1.6061	106	1.1784	0.2896	1.1784	1.0855
No log	1.6364	108	1.0425	0.3099	1.0425	1.0211
No log	1.6667	110	1.1105	0.3666	1.1105	1.0538
No log	1.6970	112	1.1938	0.3216	1.1938	1.0926
No log	1.7273	114	1.1135	0.3908	1.1135	1.0552
No log	1.7576	116	1.2362	0.2940	1.2362	1.1118
No log	1.7879	118	1.2217	0.3467	1.2217	1.1053
No log	1.8182	120	1.2302	0.3365	1.2302	1.1092
No log	1.8485	122	1.3902	0.1708	1.3902	1.1790
No log	1.8788	124	1.4078	0.1974	1.4078	1.1865
No log	1.9091	126	1.2058	0.1989	1.2058	1.0981
No log	1.9394	128	1.0973	0.3803	1.0973	1.0475
No log	1.9697	130	1.2424	0.4144	1.2424	1.1146
No log	2.0	132	1.0889	0.3834	1.0889	1.0435
No log	2.0303	134	0.9175	0.4288	0.9175	0.9579
No log	2.0606	136	0.9896	0.4039	0.9896	0.9948
No log	2.0909	138	1.0634	0.3954	1.0634	1.0312
No log	2.1212	140	0.9679	0.4695	0.9679	0.9838
No log	2.1515	142	0.8813	0.4353	0.8813	0.9388
No log	2.1818	144	0.9677	0.2120	0.9677	0.9837
No log	2.2121	146	1.0357	0.2020	1.0357	1.0177
No log	2.2424	148	1.0037	0.1825	1.0037	1.0019
No log	2.2727	150	0.9047	0.3859	0.9047	0.9511
No log	2.3030	152	0.9262	0.3861	0.9262	0.9624
No log	2.3333	154	0.8952	0.4097	0.8952	0.9462
No log	2.3636	156	0.8997	0.3878	0.8997	0.9485
No log	2.3939	158	0.8901	0.3994	0.8901	0.9434
No log	2.4242	160	0.9127	0.3652	0.9127	0.9553
No log	2.4545	162	0.9402	0.4676	0.9402	0.9696
No log	2.4848	164	0.9629	0.4232	0.9629	0.9813
No log	2.5152	166	0.9728	0.4676	0.9728	0.9863
No log	2.5455	168	0.9862	0.4982	0.9862	0.9931
No log	2.5758	170	1.0426	0.3939	1.0426	1.0211
No log	2.6061	172	0.9822	0.3145	0.9822	0.9911
No log	2.6364	174	0.9633	0.3552	0.9633	0.9815
No log	2.6667	176	0.9644	0.3552	0.9644	0.9820
No log	2.6970	178	0.9617	0.3821	0.9617	0.9806
No log	2.7273	180	0.9840	0.3596	0.9840	0.9920
No log	2.7576	182	1.0105	0.3861	1.0105	1.0053
No log	2.7879	184	1.0188	0.4231	1.0188	1.0093
No log	2.8182	186	1.0527	0.4211	1.0527	1.0260
No log	2.8485	188	1.1545	0.3117	1.1545	1.0745
No log	2.8788	190	1.0366	0.3688	1.0366	1.0181
No log	2.9091	192	0.9430	0.4983	0.9430	0.9711
No log	2.9394	194	1.0439	0.4695	1.0439	1.0217
No log	2.9697	196	0.9554	0.4499	0.9554	0.9774
No log	3.0	198	0.8866	0.4015	0.8866	0.9416
No log	3.0303	200	0.9263	0.4218	0.9263	0.9624
No log	3.0606	202	0.8672	0.3857	0.8672	0.9312
No log	3.0909	204	0.9808	0.4696	0.9808	0.9904
No log	3.1212	206	1.0971	0.3163	1.0971	1.0474
No log	3.1515	208	1.0480	0.4103	1.0480	1.0237
No log	3.1818	210	0.8948	0.4739	0.8948	0.9459
No log	3.2121	212	0.8618	0.4733	0.8618	0.9284
No log	3.2424	214	0.8552	0.5055	0.8552	0.9247
No log	3.2727	216	0.8385	0.5563	0.8385	0.9157
No log	3.3030	218	0.8793	0.4850	0.8793	0.9377
No log	3.3333	220	0.9005	0.4850	0.9005	0.9489
No log	3.3636	222	0.8466	0.4883	0.8466	0.9201
No log	3.3939	224	0.8505	0.4134	0.8505	0.9222
No log	3.4242	226	0.8595	0.4391	0.8595	0.9271
No log	3.4545	228	0.8985	0.4850	0.8985	0.9479
No log	3.4848	230	1.0531	0.4247	1.0531	1.0262
No log	3.5152	232	1.0443	0.4002	1.0443	1.0219
No log	3.5455	234	0.9004	0.4375	0.9004	0.9489
No log	3.5758	236	0.8687	0.3204	0.8687	0.9321
No log	3.6061	238	0.8750	0.4169	0.8750	0.9354
No log	3.6364	240	0.9196	0.4480	0.9196	0.9590
No log	3.6667	242	0.9835	0.4094	0.9835	0.9917
No log	3.6970	244	0.9409	0.4455	0.9409	0.9700
No log	3.7273	246	0.8891	0.4460	0.8891	0.9429
No log	3.7576	248	0.9220	0.3891	0.9220	0.9602
No log	3.7879	250	0.9144	0.4175	0.9144	0.9562
No log	3.8182	252	0.9778	0.4417	0.9778	0.9888
No log	3.8485	254	1.0370	0.4051	1.0370	1.0184
No log	3.8788	256	0.9993	0.3511	0.9993	0.9996
No log	3.9091	258	0.9343	0.3134	0.9343	0.9666
No log	3.9394	260	0.9651	0.2479	0.9651	0.9824
No log	3.9697	262	1.0503	0.2579	1.0503	1.0248
No log	4.0	264	1.0096	0.3152	1.0096	1.0048
No log	4.0303	266	0.9578	0.3744	0.9578	0.9787
No log	4.0606	268	0.9931	0.3957	0.9931	0.9965
No log	4.0909	270	1.0124	0.3602	1.0124	1.0062
No log	4.1212	272	0.9920	0.4008	0.9920	0.9960
No log	4.1515	274	0.9811	0.3981	0.9811	0.9905
No log	4.1818	276	1.0028	0.3696	1.0028	1.0014
No log	4.2121	278	0.9772	0.4059	0.9772	0.9885
No log	4.2424	280	0.9883	0.3596	0.9883	0.9942
No log	4.2727	282	1.0369	0.3844	1.0369	1.0183
No log	4.3030	284	1.0391	0.3424	1.0391	1.0194
No log	4.3333	286	0.9874	0.3668	0.9874	0.9937
No log	4.3636	288	0.9491	0.3052	0.9491	0.9742
No log	4.3939	290	0.9848	0.2593	0.9848	0.9924
No log	4.4242	292	0.9752	0.2304	0.9752	0.9875
No log	4.4545	294	0.9542	0.3229	0.9542	0.9768
No log	4.4848	296	1.0083	0.3771	1.0083	1.0042
No log	4.5152	298	1.0450	0.3684	1.0450	1.0223
No log	4.5455	300	1.0343	0.3947	1.0343	1.0170
No log	4.5758	302	1.0332	0.4410	1.0332	1.0165
No log	4.6061	304	1.0814	0.4048	1.0814	1.0399
No log	4.6364	306	1.2429	0.3107	1.2429	1.1149
No log	4.6667	308	1.2974	0.2640	1.2974	1.1390
No log	4.6970	310	1.1733	0.2640	1.1733	1.0832
No log	4.7273	312	0.9753	0.2981	0.9753	0.9876
No log	4.7576	314	0.8383	0.4612	0.8383	0.9156
No log	4.7879	316	0.8323	0.4163	0.8323	0.9123
No log	4.8182	318	0.8400	0.4192	0.8400	0.9165
No log	4.8485	320	0.8653	0.4869	0.8653	0.9302
No log	4.8788	322	0.9681	0.4696	0.9681	0.9839
No log	4.9091	324	1.0903	0.4065	1.0903	1.0442
No log	4.9394	326	1.1348	0.3845	1.1348	1.0652
No log	4.9697	328	1.0784	0.3691	1.0784	1.0385
No log	5.0	330	1.0327	0.3973	1.0327	1.0162
No log	5.0303	332	0.9981	0.2651	0.9981	0.9991
No log	5.0606	334	0.9785	0.3603	0.9785	0.9892
No log	5.0909	336	0.9587	0.3576	0.9587	0.9791
No log	5.1212	338	0.9797	0.2647	0.9797	0.9898
No log	5.1515	340	1.0731	0.2175	1.0731	1.0359
No log	5.1818	342	1.1387	0.2066	1.1387	1.0671
No log	5.2121	344	1.1635	0.3098	1.1635	1.0787
No log	5.2424	346	1.0982	0.3434	1.0982	1.0479
No log	5.2727	348	0.9558	0.4491	0.9558	0.9777
No log	5.3030	350	0.9171	0.4871	0.9171	0.9576
No log	5.3333	352	0.9537	0.4958	0.9537	0.9766
No log	5.3636	354	0.9578	0.4623	0.9578	0.9787
No log	5.3939	356	0.9442	0.4620	0.9442	0.9717
No log	5.4242	358	0.9470	0.3913	0.9470	0.9732
No log	5.4545	360	0.9062	0.4599	0.9062	0.9520
No log	5.4848	362	0.8989	0.4601	0.8989	0.9481
No log	5.5152	364	0.8543	0.4244	0.8543	0.9243
No log	5.5455	366	0.8541	0.4288	0.8541	0.9242
No log	5.5758	368	0.8534	0.4012	0.8534	0.9238
No log	5.6061	370	0.8657	0.4141	0.8657	0.9304
No log	5.6364	372	0.9746	0.4202	0.9746	0.9872
No log	5.6667	374	1.0569	0.3004	1.0569	1.0281
No log	5.6970	376	0.9950	0.3648	0.9950	0.9975
No log	5.7273	378	0.8855	0.4106	0.8855	0.9410
No log	5.7576	380	0.8426	0.4014	0.8426	0.9179
No log	5.7879	382	0.8456	0.3877	0.8456	0.9195
No log	5.8182	384	0.8630	0.4411	0.8630	0.9290
No log	5.8485	386	0.8919	0.4875	0.8919	0.9444
No log	5.8788	388	0.9065	0.4404	0.9065	0.9521
No log	5.9091	390	0.9817	0.4495	0.9817	0.9908
No log	5.9394	392	1.0068	0.4343	1.0068	1.0034
No log	5.9697	394	0.9641	0.4375	0.9641	0.9819
No log	6.0	396	0.8959	0.4271	0.8959	0.9465
No log	6.0303	398	0.9106	0.4012	0.9106	0.9543
No log	6.0606	400	0.9557	0.3994	0.9557	0.9776
No log	6.0909	402	0.9954	0.4237	0.9954	0.9977
No log	6.1212	404	0.9734	0.4227	0.9734	0.9866
No log	6.1515	406	0.9245	0.4483	0.9245	0.9615
No log	6.1818	408	0.8758	0.4743	0.8758	0.9358
No log	6.2121	410	0.8431	0.5002	0.8431	0.9182
No log	6.2424	412	0.8524	0.4854	0.8524	0.9233
No log	6.2727	414	0.8443	0.5208	0.8443	0.9189
No log	6.3030	416	0.8168	0.5357	0.8168	0.9038
No log	6.3333	418	0.8337	0.4455	0.8337	0.9131
No log	6.3636	420	0.8391	0.5357	0.8391	0.9160
No log	6.3939	422	0.9073	0.4617	0.9073	0.9525
No log	6.4242	424	1.0142	0.4326	1.0142	1.0071
No log	6.4545	426	1.0110	0.3804	1.0110	1.0055
No log	6.4848	428	0.9898	0.4573	0.9898	0.9949
No log	6.5152	430	0.9091	0.4960	0.9091	0.9535
No log	6.5455	432	0.8572	0.4660	0.8572	0.9259
No log	6.5758	434	0.8528	0.3544	0.8528	0.9235
No log	6.6061	436	0.8555	0.3496	0.8555	0.9249
No log	6.6364	438	0.9013	0.3697	0.9013	0.9494
No log	6.6667	440	0.9882	0.3330	0.9882	0.9941
No log	6.6970	442	1.0898	0.2213	1.0898	1.0439
No log	6.7273	444	1.1073	0.2821	1.1073	1.0523
No log	6.7576	446	1.0338	0.4157	1.0338	1.0168
No log	6.7879	448	0.8987	0.4327	0.8987	0.9480
No log	6.8182	450	0.8434	0.3446	0.8434	0.9184
No log	6.8485	452	0.8394	0.3569	0.8394	0.9162
No log	6.8788	454	0.8782	0.4973	0.8782	0.9371
No log	6.9091	456	0.9281	0.4696	0.9281	0.9634
No log	6.9394	458	0.9295	0.4450	0.9295	0.9641
No log	6.9697	460	0.9040	0.4180	0.9040	0.9508
No log	7.0	462	0.9001	0.4044	0.9001	0.9487
No log	7.0303	464	0.8961	0.3583	0.8961	0.9466
No log	7.0606	466	0.9290	0.3702	0.9290	0.9639
No log	7.0909	468	0.9586	0.4237	0.9586	0.9791
No log	7.1212	470	1.0134	0.3687	1.0134	1.0067
No log	7.1515	472	0.9913	0.4327	0.9913	0.9957
No log	7.1818	474	0.9450	0.4198	0.9450	0.9721
No log	7.2121	476	0.9281	0.4198	0.9281	0.9634
No log	7.2424	478	0.9286	0.4198	0.9286	0.9637
No log	7.2727	480	0.9561	0.3780	0.9561	0.9778
No log	7.3030	482	0.9846	0.3637	0.9846	0.9923
No log	7.3333	484	0.9311	0.3414	0.9311	0.9649
No log	7.3636	486	0.9139	0.3994	0.9139	0.9560
No log	7.3939	488	0.9096	0.3994	0.9096	0.9537
No log	7.4242	490	0.9565	0.4461	0.9565	0.9780
No log	7.4545	492	0.9972	0.4696	0.9972	0.9986
No log	7.4848	494	0.9949	0.4711	0.9949	0.9975
No log	7.5152	496	0.9363	0.4755	0.9363	0.9676
No log	7.5455	498	0.9270	0.3418	0.9270	0.9628
0.3134	7.5758	500	0.9209	0.3133	0.9209	0.9596
0.3134	7.6061	502	0.9320	0.3172	0.9320	0.9654
0.3134	7.6364	504	0.9806	0.3192	0.9806	0.9903
0.3134	7.6667	506	0.9862	0.3085	0.9862	0.9931
0.3134	7.6970	508	0.9516	0.3658	0.9516	0.9755
0.3134	7.7273	510	0.9280	0.4368	0.9280	0.9633
0.3134	7.7576	512	0.8968	0.4012	0.8968	0.9470
0.3134	7.7879	514	0.9090	0.3628	0.9090	0.9534
0.3134	7.8182	516	0.9674	0.4461	0.9674	0.9835
0.3134	7.8485	518	1.0053	0.3824	1.0053	1.0026
0.3134	7.8788	520	0.9762	0.3658	0.9762	0.9880
0.3134	7.9091	522	0.9727	0.3658	0.9727	0.9863
0.3134	7.9394	524	0.9901	0.3515	0.9901	0.9950
0.3134	7.9697	526	1.0010	0.3494	1.0010	1.0005
0.3134	8.0	528	0.9860	0.3611	0.9860	0.9930
0.3134	8.0303	530	0.9566	0.3382	0.9566	0.9781
0.3134	8.0606	532	0.9308	0.2596	0.9308	0.9648
0.3134	8.0909	534	0.9317	0.2910	0.9317	0.9652
0.3134	8.1212	536	0.9509	0.3976	0.9509	0.9751
0.3134	8.1515	538	1.0099	0.4495	1.0099	1.0050
0.3134	8.1818	540	1.0177	0.4514	1.0177	1.0088
0.3134	8.2121	542	0.9742	0.4039	0.9742	0.9870
0.3134	8.2424	544	0.9582	0.4025	0.9582	0.9789
0.3134	8.2727	546	0.9540	0.3744	0.9540	0.9768
0.3134	8.3030	548	0.9626	0.3563	0.9626	0.9811
0.3134	8.3333	550	0.9840	0.2819	0.9840	0.9920
0.3134	8.3636	552	1.0104	0.2674	1.0104	1.0052
0.3134	8.3939	554	0.9634	0.3563	0.9634	0.9815
0.3134	8.4242	556	0.9337	0.4264	0.9337	0.9663
0.3134	8.4545	558	0.9331	0.4264	0.9331	0.9660
0.3134	8.4848	560	0.9655	0.3570	0.9655	0.9826
0.3134	8.5152	562	1.0168	0.3921	1.0168	1.0083
0.3134	8.5455	564	0.9988	0.3921	0.9988	0.9994
0.3134	8.5758	566	0.9115	0.3802	0.9115	0.9547
0.3134	8.6061	568	0.8293	0.4115	0.8293	0.9106
0.3134	8.6364	570	0.8400	0.3299	0.8400	0.9165
0.3134	8.6667	572	0.8341	0.3299	0.8341	0.9133
0.3134	8.6970	574	0.8142	0.3878	0.8142	0.9024
0.3134	8.7273	576	0.9757	0.3921	0.9757	0.9878
0.3134	8.7576	578	1.2046	0.3176	1.2046	1.0976
0.3134	8.7879	580	1.2492	0.2494	1.2492	1.1177
0.3134	8.8182	582	1.2339	0.1919	1.2339	1.1108
0.3134	8.8485	584	1.2692	0.2009	1.2692	1.1266
0.3134	8.8788	586	1.1574	0.2086	1.1574	1.0758
0.3134	8.9091	588	0.9743	0.4123	0.9743	0.9871
0.3134	8.9394	590	0.9253	0.5330	0.9253	0.9619
0.3134	8.9697	592	0.9099	0.5330	0.9099	0.9539
0.3134	9.0	594	0.9025	0.4884	0.9025	0.9500
0.3134	9.0303	596	0.9000	0.4304	0.9000	0.9487
0.3134	9.0606	598	0.9762	0.3642	0.9762	0.9880
0.3134	9.0909	600	1.0030	0.3155	1.0030	1.0015
0.3134	9.1212	602	0.9849	0.3584	0.9849	0.9924
0.3134	9.1515	604	0.9425	0.3722	0.9425	0.9708
0.3134	9.1818	606	0.9373	0.3282	0.9373	0.9682
0.3134	9.2121	608	0.9221	0.3765	0.9221	0.9603
0.3134	9.2424	610	0.9299	0.4	0.9299	0.9643
0.3134	9.2727	612	0.9661	0.4019	0.9661	0.9829
0.3134	9.3030	614	0.9702	0.3701	0.9702	0.9850
0.3134	9.3333	616	0.9682	0.3357	0.9682	0.9840
0.3134	9.3636	618	0.9223	0.3733	0.9223	0.9604
0.3134	9.3939	620	0.9154	0.3869	0.9154	0.9568
0.3134	9.4242	622	0.8802	0.4627	0.8802	0.9382
0.3134	9.4545	624	0.8350	0.4401	0.8350	0.9138
0.3134	9.4848	626	0.8416	0.4266	0.8416	0.9174
0.3134	9.5152	628	0.8103	0.4494	0.8103	0.9002
0.3134	9.5455	630	0.8144	0.4354	0.8144	0.9024
0.3134	9.5758	632	0.8516	0.4868	0.8516	0.9228
0.3134	9.6061	634	0.8920	0.3890	0.8920	0.9444
0.3134	9.6364	636	0.8285	0.4072	0.8285	0.9102
0.3134	9.6667	638	0.8086	0.4033	0.8086	0.8992
0.3134	9.6970	640	0.8556	0.3515	0.8556	0.9250
0.3134	9.7273	642	0.9260	0.3494	0.9260	0.9623
0.3134	9.7576	644	0.9588	0.3503	0.9588	0.9792
0.3134	9.7879	646	0.9514	0.3687	0.9514	0.9754
0.3134	9.8182	648	0.9762	0.4039	0.9762	0.9880
0.3134	9.8485	650	1.0330	0.3257	1.0330	1.0164
0.3134	9.8788	652	1.0500	0.3257	1.0500	1.0247
0.3134	9.9091	654	1.0484	0.3257	1.0484	1.0239
0.3134	9.9394	656	0.9854	0.2350	0.9854	0.9927
0.3134	9.9697	658	0.8896	0.3506	0.8896	0.9432
0.3134	10.0	660	0.8468	0.3896	0.8468	0.9202
0.3134	10.0303	662	0.8464	0.3407	0.8464	0.9200
0.3134	10.0606	664	0.8374	0.4174	0.8374	0.9151
0.3134	10.0909	666	0.8942	0.3799	0.8942	0.9456
0.3134	10.1212	668	1.0745	0.3176	1.0745	1.0366
0.3134	10.1515	670	1.1909	0.2793	1.1909	1.0913
0.3134	10.1818	672	1.1924	0.2793	1.1924	1.0920
0.3134	10.2121	674	1.0795	0.4115	1.0795	1.0390
0.3134	10.2424	676	1.0163	0.4616	1.0163	1.0081
0.3134	10.2727	678	0.9851	0.4499	0.9851	0.9925
0.3134	10.3030	680	0.9701	0.3485	0.9701	0.9849
0.3134	10.3333	682	0.9526	0.3622	0.9526	0.9760
0.3134	10.3636	684	0.9321	0.4645	0.9321	0.9654
0.3134	10.3939	686	0.9209	0.4391	0.9209	0.9596
0.3134	10.4242	688	0.9013	0.4012	0.9013	0.9494
0.3134	10.4545	690	0.9051	0.4012	0.9051	0.9514
0.3134	10.4848	692	0.9016	0.4012	0.9016	0.9495
0.3134	10.5152	694	0.9039	0.4025	0.9039	0.9508
0.3134	10.5455	696	0.9228	0.4335	0.9228	0.9606
0.3134	10.5758	698	0.9288	0.3802	0.9288	0.9637
0.3134	10.6061	700	0.9635	0.3214	0.9635	0.9816
0.3134	10.6364	702	1.0236	0.2963	1.0236	1.0117
0.3134	10.6667	704	0.9856	0.2919	0.9856	0.9928
0.3134	10.6970	706	0.9697	0.3067	0.9697	0.9847
0.3134	10.7273	708	0.9192	0.3414	0.9192	0.9587
0.3134	10.7576	710	0.9207	0.4613	0.9207	0.9595
0.3134	10.7879	712	0.9679	0.4359	0.9679	0.9838
0.3134	10.8182	714	0.9754	0.4366	0.9754	0.9876
0.3134	10.8485	716	0.9679	0.4366	0.9679	0.9838
0.3134	10.8788	718	0.9572	0.4359	0.9572	0.9784
0.3134	10.9091	720	0.9158	0.4352	0.9158	0.9570
0.3134	10.9394	722	0.8896	0.3840	0.8896	0.9432
0.3134	10.9697	724	0.8746	0.3859	0.8746	0.9352
0.3134	11.0	726	0.8618	0.3740	0.8618	0.9283
0.3134	11.0303	728	0.8571	0.4576	0.8571	0.9258
0.3134	11.0606	730	0.8535	0.4923	0.8535	0.9238
0.3134	11.0909	732	0.9132	0.4247	0.9132	0.9556
0.3134	11.1212	734	1.0342	0.4102	1.0342	1.0169
0.3134	11.1515	736	1.0763	0.3463	1.0763	1.0375
0.3134	11.1818	738	1.0383	0.3615	1.0383	1.0190
0.3134	11.2121	740	1.0438	0.2951	1.0438	1.0217
0.3134	11.2424	742	1.0727	0.2951	1.0727	1.0357
0.3134	11.2727	744	1.0044	0.3087	1.0044	1.0022
0.3134	11.3030	746	0.9521	0.3338	0.9521	0.9758
0.3134	11.3333	748	0.9404	0.3570	0.9404	0.9698
0.3134	11.3636	750	0.9453	0.3861	0.9453	0.9723
0.3134	11.3939	752	0.9921	0.4032	0.9921	0.9960
0.3134	11.4242	754	1.0226	0.4002	1.0226	1.0112
0.3134	11.4545	756	0.9654	0.4085	0.9654	0.9825
0.3134	11.4848	758	0.8817	0.3994	0.8817	0.9390
0.3134	11.5152	760	0.8327	0.3760	0.8327	0.9125
0.3134	11.5455	762	0.8447	0.3760	0.8447	0.9190
0.3134	11.5758	764	0.9108	0.3994	0.9108	0.9543
0.3134	11.6061	766	0.9521	0.4247	0.9521	0.9758
0.3134	11.6364	768	1.0178	0.3350	1.0178	1.0089
0.3134	11.6667	770	1.0016	0.3350	1.0016	1.0008
0.3134	11.6970	772	0.9524	0.2721	0.9524	0.9759
0.3134	11.7273	774	0.9295	0.2744	0.9295	0.9641
0.3134	11.7576	776	0.9301	0.3293	0.9301	0.9644
0.3134	11.7879	778	0.9483	0.3474	0.9483	0.9738
0.3134	11.8182	780	0.9931	0.3350	0.9931	0.9965
0.3134	11.8485	782	1.0561	0.3626	1.0561	1.0276
0.3134	11.8788	784	1.0339	0.3602	1.0339	1.0168
0.3134	11.9091	786	0.9700	0.3350	0.9700	0.9849
0.3134	11.9394	788	0.8871	0.3994	0.8871	0.9419
0.3134	11.9697	790	0.8532	0.4128	0.8532	0.9237
0.3134	12.0	792	0.8540	0.3994	0.8540	0.9241
0.3134	12.0303	794	0.8829	0.3994	0.8829	0.9397
0.3134	12.0606	796	0.9706	0.4725	0.9706	0.9852
0.3134	12.0909	798	1.0195	0.4004	1.0195	1.0097
0.3134	12.1212	800	0.9926	0.4725	0.9926	0.9963
0.3134	12.1515	802	0.9429	0.4741	0.9429	0.9710
0.3134	12.1818	804	0.8959	0.3994	0.8959	0.9465
0.3134	12.2121	806	0.9025	0.3994	0.9025	0.9500
0.3134	12.2424	808	0.9189	0.3994	0.9189	0.9586
0.3134	12.2727	810	1.0024	0.3747	1.0024	1.0012
0.3134	12.3030	812	1.0468	0.4102	1.0468	1.0231
0.3134	12.3333	814	1.0048	0.4247	1.0048	1.0024
0.3134	12.3636	816	0.9702	0.3879	0.9702	0.9850
0.3134	12.3939	818	0.9269	0.4010	0.9269	0.9628
0.3134	12.4242	820	0.9394	0.4503	0.9394	0.9692
0.3134	12.4545	822	0.9489	0.3879	0.9489	0.9741
0.3134	12.4848	824	0.9739	0.3728	0.9739	0.9868
0.3134	12.5152	826	0.9777	0.3454	0.9777	0.9888
0.3134	12.5455	828	0.9753	0.3454	0.9753	0.9876
0.3134	12.5758	830	0.9542	0.3879	0.9542	0.9768
0.3134	12.6061	832	0.9272	0.4010	0.9272	0.9629
0.3134	12.6364	834	0.9157	0.3628	0.9157	0.9569
0.3134	12.6667	836	0.9235	0.3914	0.9235	0.9610
0.3134	12.6970	838	0.9178	0.4158	0.9178	0.9580
0.3134	12.7273	840	0.9103	0.4288	0.9103	0.9541
0.3134	12.7576	842	0.9221	0.4158	0.9221	0.9602
0.3134	12.7879	844	0.9453	0.4646	0.9453	0.9723
0.3134	12.8182	846	0.9600	0.3728	0.9600	0.9798
0.3134	12.8485	848	0.9350	0.4010	0.9350	0.9669
0.3134	12.8788	850	0.8970	0.3878	0.8970	0.9471
0.3134	12.9091	852	0.8652	0.3740	0.8652	0.9301
0.3134	12.9394	854	0.8658	0.3740	0.8658	0.9305
0.3134	12.9697	856	0.8957	0.3878	0.8957	0.9464
0.3134	13.0	858	0.9779	0.4231	0.9779	0.9889
0.3134	13.0303	860	1.0121	0.3732	1.0121	1.0060
0.3134	13.0606	862	1.0099	0.3732	1.0099	1.0049
0.3134	13.0909	864	1.0008	0.3217	1.0008	1.0004
0.3134	13.1212	866	1.0242	0.2792	1.0242	1.0120
0.3134	13.1515	868	1.0371	0.2487	1.0371	1.0184
0.3134	13.1818	870	1.0325	0.2487	1.0325	1.0161
0.3134	13.2121	872	0.9955	0.2577	0.9955	0.9977
0.3134	13.2424	874	0.9597	0.3129	0.9597	0.9797

Framework versions

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