ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task1_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: 1.6856
• Qwk: 0.3433
• Mse: 1.6856
• Rmse: 1.2983

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	0.0833	2	6.5309	0.0308	6.5309	2.5556
No log	0.1667	4	4.2926	0.0988	4.2926	2.0718
No log	0.25	6	3.1897	0.0494	3.1897	1.7860
No log	0.3333	8	4.4171	-0.0631	4.4171	2.1017
No log	0.4167	10	4.0732	-0.0631	4.0732	2.0182
No log	0.5	12	2.8120	0.0414	2.8120	1.6769
No log	0.5833	14	1.9567	0.1739	1.9567	1.3988
No log	0.6667	16	1.9042	0.1509	1.9042	1.3799
No log	0.75	18	1.9170	0.1524	1.9170	1.3846
No log	0.8333	20	1.9202	0.1714	1.9202	1.3857
No log	0.9167	22	2.1145	0.2203	2.1145	1.4541
No log	1.0	24	2.1424	0.1613	2.1424	1.4637
No log	1.0833	26	2.1038	0.2443	2.1038	1.4504
No log	1.1667	28	1.7907	0.2542	1.7907	1.3382
No log	1.25	30	1.6335	0.2727	1.6335	1.2781
No log	1.3333	32	1.7724	0.3036	1.7724	1.3313
No log	1.4167	34	1.9227	0.3193	1.9227	1.3866
No log	1.5	36	2.1631	0.1418	2.1631	1.4708
No log	1.5833	38	2.1849	0.0839	2.1849	1.4781
No log	1.6667	40	1.9525	0.3876	1.9525	1.3973
No log	1.75	42	1.8934	0.4160	1.8934	1.3760
No log	1.8333	44	2.0286	0.2667	2.0286	1.4243
No log	1.9167	46	2.3641	0.0270	2.3641	1.5376
No log	2.0	48	2.1201	0.2158	2.1201	1.4561
No log	2.0833	50	1.8325	0.4062	1.8325	1.3537
No log	2.1667	52	1.8449	0.4065	1.8449	1.3583
No log	2.25	54	2.0158	0.3125	2.0158	1.4198
No log	2.3333	56	2.1635	0.1714	2.1635	1.4709
No log	2.4167	58	1.9758	0.3438	1.9758	1.4056
No log	2.5	60	1.8705	0.4127	1.8705	1.3676
No log	2.5833	62	1.8336	0.4160	1.8336	1.3541
No log	2.6667	64	1.6577	0.3652	1.6577	1.2875
No log	2.75	66	1.5909	0.2385	1.5909	1.2613
No log	2.8333	68	1.5117	0.1154	1.5117	1.2295
No log	2.9167	70	1.4995	0.1154	1.4995	1.2245
No log	3.0	72	1.4740	0.1154	1.4740	1.2141
No log	3.0833	74	1.4924	0.0784	1.4924	1.2217
No log	3.1667	76	1.5624	0.1852	1.5624	1.2499
No log	3.25	78	1.4995	0.2202	1.4995	1.2246
No log	3.3333	80	1.3361	0.3393	1.3361	1.1559
No log	3.4167	82	1.2726	0.4035	1.2726	1.1281
No log	3.5	84	1.2744	0.2703	1.2744	1.1289
No log	3.5833	86	1.3503	0.2202	1.3503	1.1620
No log	3.6667	88	1.4001	0.2883	1.4001	1.1832
No log	3.75	90	1.8045	0.3478	1.8045	1.3433
No log	3.8333	92	1.8107	0.3066	1.8107	1.3456
No log	3.9167	94	1.4382	0.3478	1.4382	1.1992
No log	4.0	96	1.3847	0.2385	1.3847	1.1767
No log	4.0833	98	1.4155	0.2857	1.4155	1.1897
No log	4.1667	100	1.4495	0.3333	1.4495	1.2040
No log	4.25	102	1.4587	0.3826	1.4587	1.2078
No log	4.3333	104	1.3629	0.3621	1.3629	1.1674
No log	4.4167	106	1.3264	0.4628	1.3264	1.1517
No log	4.5	108	1.3936	0.4098	1.3936	1.1805
No log	4.5833	110	1.7603	0.3030	1.7603	1.3268
No log	4.6667	112	2.0956	0.1314	2.0956	1.4476
No log	4.75	114	2.2043	0.1014	2.2043	1.4847
No log	4.8333	116	2.0338	0.1515	2.0338	1.4261
No log	4.9167	118	1.7435	0.2188	1.7435	1.3204
No log	5.0	120	1.6433	0.2764	1.6433	1.2819
No log	5.0833	122	1.7531	0.2764	1.7531	1.3240
No log	5.1667	124	1.9008	0.2034	1.9008	1.3787
No log	5.25	126	1.9592	0.125	1.9592	1.3997
No log	5.3333	128	1.7956	0.1818	1.7956	1.3400
No log	5.4167	130	1.7085	0.2542	1.7085	1.3071
No log	5.5	132	1.6880	0.3040	1.6880	1.2992
No log	5.5833	134	1.7844	0.3008	1.7844	1.3358
No log	5.6667	136	1.7961	0.3407	1.7961	1.3402
No log	5.75	138	1.7594	0.3407	1.7594	1.3264
No log	5.8333	140	1.5365	0.368	1.5365	1.2395
No log	5.9167	142	1.4074	0.4103	1.4074	1.1864
No log	6.0	144	1.4323	0.4103	1.4323	1.1968
No log	6.0833	146	1.5594	0.3780	1.5594	1.2487
No log	6.1667	148	1.6795	0.3876	1.6795	1.2959
No log	6.25	150	1.8599	0.2920	1.8599	1.3638
No log	6.3333	152	2.0440	0.2429	2.0440	1.4297
No log	6.4167	154	2.0082	0.2429	2.0082	1.4171
No log	6.5	156	1.8197	0.3088	1.8197	1.3490
No log	6.5833	158	1.7504	0.3212	1.7504	1.3230
No log	6.6667	160	1.8195	0.3088	1.8195	1.3489
No log	6.75	162	1.8658	0.2774	1.8658	1.3659
No log	6.8333	164	1.8428	0.2920	1.8428	1.3575
No log	6.9167	166	1.9857	0.2609	1.9857	1.4091
No log	7.0	168	2.1169	0.1752	2.1169	1.4550
No log	7.0833	170	2.0090	0.2239	2.0090	1.4174
No log	7.1667	172	1.7654	0.3594	1.7654	1.3287
No log	7.25	174	1.6149	0.3140	1.6149	1.2708
No log	7.3333	176	1.6299	0.3415	1.6299	1.2767
No log	7.4167	178	1.7706	0.3134	1.7706	1.3307
No log	7.5	180	1.8919	0.2628	1.8919	1.3755
No log	7.5833	182	1.8426	0.2647	1.8426	1.3574
No log	7.6667	184	1.6185	0.3407	1.6185	1.2722
No log	7.75	186	1.5072	0.4242	1.5072	1.2277
No log	7.8333	188	1.4959	0.4031	1.4959	1.2231
No log	7.9167	190	1.5103	0.3721	1.5103	1.2289
No log	8.0	192	1.5850	0.3308	1.5850	1.2590
No log	8.0833	194	1.6626	0.3284	1.6626	1.2894
No log	8.1667	196	1.6506	0.3284	1.6506	1.2848
No log	8.25	198	1.5538	0.4122	1.5538	1.2465
No log	8.3333	200	1.4999	0.375	1.4999	1.2247
No log	8.4167	202	1.5739	0.3259	1.5739	1.2545
No log	8.5	204	1.7837	0.2857	1.7837	1.3356
No log	8.5833	206	1.9575	0.2429	1.9575	1.3991
No log	8.6667	208	1.8691	0.2734	1.8691	1.3671
No log	8.75	210	1.6942	0.2774	1.6942	1.3016
No log	8.8333	212	1.6264	0.2963	1.6264	1.2753
No log	8.9167	214	1.5747	0.3101	1.5747	1.2549
No log	9.0	216	1.5158	0.3810	1.5158	1.2312
No log	9.0833	218	1.5918	0.3231	1.5918	1.2617
No log	9.1667	220	1.5577	0.3664	1.5577	1.2481
No log	9.25	222	1.3953	0.4122	1.3953	1.1812
No log	9.3333	224	1.3467	0.4531	1.3467	1.1605
No log	9.4167	226	1.4654	0.4122	1.4654	1.2105
No log	9.5	228	1.7305	0.3043	1.7305	1.3155
No log	9.5833	230	1.6785	0.2941	1.6785	1.2956
No log	9.6667	232	1.4954	0.4462	1.4954	1.2229
No log	9.75	234	1.2622	0.4032	1.2622	1.1235
No log	9.8333	236	1.2454	0.4065	1.2454	1.1160
No log	9.9167	238	1.3842	0.4409	1.3842	1.1765
No log	10.0	240	1.6631	0.3235	1.6631	1.2896
No log	10.0833	242	1.8159	0.3235	1.8159	1.3476
No log	10.1667	244	1.7156	0.3235	1.7156	1.3098
No log	10.25	246	1.4727	0.4444	1.4727	1.2135
No log	10.3333	248	1.3743	0.4355	1.3743	1.1723
No log	10.4167	250	1.4070	0.4531	1.4070	1.1862
No log	10.5	252	1.5294	0.4308	1.5294	1.2367
No log	10.5833	254	1.7568	0.2899	1.7568	1.3254
No log	10.6667	256	1.7766	0.2899	1.7766	1.3329
No log	10.75	258	1.6519	0.3088	1.6519	1.2853
No log	10.8333	260	1.5048	0.4186	1.5048	1.2267
No log	10.9167	262	1.5612	0.4	1.5612	1.2495
No log	11.0	264	1.7060	0.2920	1.7060	1.3062
No log	11.0833	266	1.7526	0.3165	1.7526	1.3238
No log	11.1667	268	1.6436	0.2794	1.6436	1.2820
No log	11.25	270	1.5118	0.3594	1.5118	1.2296
No log	11.3333	272	1.5386	0.3594	1.5386	1.2404
No log	11.4167	274	1.6795	0.2899	1.6795	1.2960
No log	11.5	276	1.8620	0.3043	1.8620	1.3645
No log	11.5833	278	1.8239	0.3165	1.8239	1.3505
No log	11.6667	280	1.6281	0.3066	1.6281	1.2760
No log	11.75	282	1.5421	0.3759	1.5421	1.2418
No log	11.8333	284	1.5081	0.3692	1.5081	1.2281
No log	11.9167	286	1.5326	0.3692	1.5326	1.2380
No log	12.0	288	1.6253	0.3308	1.6253	1.2749
No log	12.0833	290	1.5656	0.3308	1.5656	1.2513
No log	12.1667	292	1.5348	0.3308	1.5348	1.2389
No log	12.25	294	1.4853	0.3846	1.4853	1.2187
No log	12.3333	296	1.4589	0.3846	1.4589	1.2078
No log	12.4167	298	1.3678	0.4308	1.3678	1.1695
No log	12.5	300	1.4163	0.4122	1.4163	1.1901
No log	12.5833	302	1.5472	0.3333	1.5472	1.2438
No log	12.6667	304	1.4939	0.4	1.4939	1.2223
No log	12.75	306	1.3678	0.4462	1.3678	1.1695
No log	12.8333	308	1.3879	0.4462	1.3879	1.1781
No log	12.9167	310	1.4735	0.4545	1.4735	1.2139
No log	13.0	312	1.4339	0.4733	1.4339	1.1975
No log	13.0833	314	1.4014	0.4286	1.4014	1.1838
No log	13.1667	316	1.4218	0.4228	1.4218	1.1924
No log	13.25	318	1.4253	0.4762	1.4253	1.1939
No log	13.3333	320	1.4358	0.4688	1.4358	1.1982
No log	13.4167	322	1.5395	0.3731	1.5395	1.2408
No log	13.5	324	1.5670	0.3676	1.5670	1.2518
No log	13.5833	326	1.5975	0.3333	1.5975	1.2639
No log	13.6667	328	1.7758	0.2857	1.7758	1.3326
No log	13.75	330	1.8795	0.2734	1.8795	1.3709
No log	13.8333	332	1.7863	0.2857	1.7863	1.3365
No log	13.9167	334	1.7087	0.3043	1.7087	1.3072
No log	14.0	336	1.6411	0.3433	1.6411	1.2811
No log	14.0833	338	1.5698	0.3411	1.5698	1.2529
No log	14.1667	340	1.6283	0.3433	1.6283	1.2760
No log	14.25	342	1.6325	0.3433	1.6325	1.2777
No log	14.3333	344	1.6031	0.3433	1.6031	1.2661
No log	14.4167	346	1.5506	0.3609	1.5506	1.2452
No log	14.5	348	1.5987	0.3111	1.5987	1.2644
No log	14.5833	350	1.6183	0.3111	1.6183	1.2721
No log	14.6667	352	1.7434	0.2590	1.7434	1.3204
No log	14.75	354	1.7525	0.2464	1.7525	1.3238
No log	14.8333	356	1.6402	0.2815	1.6402	1.2807
No log	14.9167	358	1.5526	0.3465	1.5526	1.2460
No log	15.0	360	1.6006	0.3465	1.6006	1.2652
No log	15.0833	362	1.7144	0.2857	1.7144	1.3093
No log	15.1667	364	1.7221	0.2667	1.7221	1.3123
No log	15.25	366	1.6537	0.3030	1.6537	1.2860
No log	15.3333	368	1.5304	0.3651	1.5304	1.2371
No log	15.4167	370	1.4762	0.3937	1.4762	1.2150
No log	15.5	372	1.4987	0.4308	1.4987	1.2242
No log	15.5833	374	1.5343	0.3846	1.5343	1.2387
No log	15.6667	376	1.6323	0.3158	1.6323	1.2776
No log	15.75	378	1.7048	0.2336	1.7048	1.3057
No log	15.8333	380	1.6140	0.3411	1.6140	1.2704
No log	15.9167	382	1.5002	0.3871	1.5002	1.2248
No log	16.0	384	1.4157	0.3902	1.4157	1.1898
No log	16.0833	386	1.4396	0.4000	1.4396	1.1998
No log	16.1667	388	1.5143	0.3846	1.5143	1.2306
No log	16.25	390	1.4952	0.3969	1.4952	1.2228
No log	16.3333	392	1.4267	0.4545	1.4267	1.1945
No log	16.4167	394	1.3707	0.4615	1.3707	1.1707
No log	16.5	396	1.3911	0.4615	1.3911	1.1794
No log	16.5833	398	1.4511	0.4462	1.4511	1.2046
No log	16.6667	400	1.4790	0.3906	1.4790	1.2162
No log	16.75	402	1.4722	0.3780	1.4722	1.2133
No log	16.8333	404	1.5130	0.3906	1.5130	1.2300
No log	16.9167	406	1.5908	0.4122	1.5908	1.2613
No log	17.0	408	1.7184	0.2754	1.7184	1.3109
No log	17.0833	410	1.6975	0.3235	1.6975	1.3029
No log	17.1667	412	1.6004	0.3939	1.6004	1.2651
No log	17.25	414	1.5260	0.3810	1.5260	1.2353
No log	17.3333	416	1.5340	0.352	1.5340	1.2386
No log	17.4167	418	1.6078	0.3721	1.6078	1.2680
No log	17.5	420	1.7162	0.3030	1.7162	1.3100
No log	17.5833	422	1.8149	0.3008	1.8149	1.3472
No log	17.6667	424	1.8621	0.2836	1.8621	1.3646
No log	17.75	426	1.7242	0.3359	1.7242	1.3131
No log	17.8333	428	1.5120	0.3740	1.5120	1.2296
No log	17.9167	430	1.3857	0.4370	1.3857	1.1771
No log	18.0	432	1.3561	0.4500	1.3561	1.1645
No log	18.0833	434	1.4209	0.4651	1.4209	1.1920
No log	18.1667	436	1.6032	0.3433	1.6032	1.2662
No log	18.25	438	1.6881	0.3066	1.6881	1.2993
No log	18.3333	440	1.6175	0.3066	1.6175	1.2718
No log	18.4167	442	1.4227	0.4186	1.4227	1.1928
No log	18.5	444	1.3208	0.5354	1.3208	1.1493
No log	18.5833	446	1.2989	0.528	1.2989	1.1397
No log	18.6667	448	1.3687	0.48	1.3687	1.1699
No log	18.75	450	1.4112	0.4531	1.4112	1.1879
No log	18.8333	452	1.4928	0.4308	1.4928	1.2218
No log	18.9167	454	1.5272	0.4122	1.5272	1.2358
No log	19.0	456	1.5722	0.4091	1.5722	1.2539
No log	19.0833	458	1.5874	0.4091	1.5874	1.2599
No log	19.1667	460	1.6228	0.3910	1.6228	1.2739
No log	19.25	462	1.6511	0.3731	1.6511	1.2849
No log	19.3333	464	1.6136	0.3939	1.6136	1.2703
No log	19.4167	466	1.5205	0.4341	1.5205	1.2331
No log	19.5	468	1.5087	0.4341	1.5087	1.2283
No log	19.5833	470	1.6128	0.3939	1.6128	1.2700
No log	19.6667	472	1.6552	0.3259	1.6552	1.2865
No log	19.75	474	1.6277	0.3759	1.6277	1.2758
No log	19.8333	476	1.4819	0.4341	1.4819	1.2173
No log	19.9167	478	1.3773	0.4724	1.3773	1.1736
No log	20.0	480	1.3659	0.4603	1.3659	1.1687
No log	20.0833	482	1.4339	0.4341	1.4339	1.1975
No log	20.1667	484	1.5099	0.4308	1.5099	1.2288
No log	20.25	486	1.6257	0.3582	1.6257	1.2750
No log	20.3333	488	1.6105	0.3759	1.6105	1.2691
No log	20.4167	490	1.5406	0.3939	1.5406	1.2412
No log	20.5	492	1.4514	0.4186	1.4514	1.2047
No log	20.5833	494	1.4569	0.4062	1.4569	1.2070
No log	20.6667	496	1.5660	0.3511	1.5660	1.2514
No log	20.75	498	1.7416	0.2963	1.7416	1.3197
0.4336	20.8333	500	1.9235	0.2336	1.9235	1.3869
0.4336	20.9167	502	1.8938	0.2609	1.8938	1.3762
0.4336	21.0	504	1.8325	0.3043	1.8325	1.3537
0.4336	21.0833	506	1.6360	0.3235	1.6360	1.2791
0.4336	21.1667	508	1.4852	0.3692	1.4852	1.2187
0.4336	21.25	510	1.4569	0.3817	1.4569	1.2070
0.4336	21.3333	512	1.5324	0.3817	1.5324	1.2379
0.4336	21.4167	514	1.6790	0.3382	1.6790	1.2958
0.4336	21.5	516	1.7100	0.3212	1.7100	1.3077
0.4336	21.5833	518	1.6003	0.3134	1.6003	1.2650
0.4336	21.6667	520	1.4137	0.4	1.4137	1.1890
0.4336	21.75	522	1.2881	0.512	1.2881	1.1350
0.4336	21.8333	524	1.2860	0.5323	1.2860	1.1340
0.4336	21.9167	526	1.3680	0.4677	1.3680	1.1696
0.4336	22.0	528	1.4917	0.3939	1.4917	1.2214
0.4336	22.0833	530	1.5475	0.3759	1.5475	1.2440
0.4336	22.1667	532	1.5363	0.3939	1.5363	1.2395
0.4336	22.25	534	1.5489	0.3939	1.5489	1.2445
0.4336	22.3333	536	1.5717	0.3939	1.5717	1.2537
0.4336	22.4167	538	1.5538	0.4122	1.5538	1.2465
0.4336	22.5	540	1.4886	0.4000	1.4886	1.2201
0.4336	22.5833	542	1.4969	0.4390	1.4969	1.2235
0.4336	22.6667	544	1.4709	0.4262	1.4709	1.2128
0.4336	22.75	546	1.4897	0.4032	1.4897	1.2205
0.4336	22.8333	548	1.5158	0.3906	1.5158	1.2312
0.4336	22.9167	550	1.6126	0.3759	1.6126	1.2699
0.4336	23.0	552	1.7014	0.3066	1.7014	1.3044
0.4336	23.0833	554	1.6897	0.3235	1.6897	1.2999
0.4336	23.1667	556	1.6164	0.3582	1.6164	1.2714
0.4336	23.25	558	1.5458	0.3876	1.5458	1.2433
0.4336	23.3333	560	1.5334	0.3876	1.5334	1.2383
0.4336	23.4167	562	1.5991	0.3692	1.5991	1.2646
0.4336	23.5	564	1.6903	0.3284	1.6903	1.3001
0.4336	23.5833	566	1.7332	0.3529	1.7332	1.3165
0.4336	23.6667	568	1.7475	0.3650	1.7475	1.3219
0.4336	23.75	570	1.6892	0.3382	1.6892	1.2997
0.4336	23.8333	572	1.6504	0.3731	1.6504	1.2847
0.4336	23.9167	574	1.5461	0.3876	1.5461	1.2434
0.4336	24.0	576	1.4428	0.3780	1.4428	1.2012
0.4336	24.0833	578	1.4283	0.3840	1.4283	1.1951
0.4336	24.1667	580	1.4856	0.3810	1.4856	1.2189
0.4336	24.25	582	1.6003	0.3511	1.6003	1.2650
0.4336	24.3333	584	1.6945	0.3333	1.6945	1.3017
0.4336	24.4167	586	1.7299	0.3385	1.7299	1.3153
0.4336	24.5	588	1.7049	0.3016	1.7049	1.3057
0.4336	24.5833	590	1.6237	0.3333	1.6237	1.2742
0.4336	24.6667	592	1.5004	0.3577	1.5004	1.2249
0.4336	24.75	594	1.4583	0.3607	1.4583	1.2076
0.4336	24.8333	596	1.4599	0.4000	1.4599	1.2083
0.4336	24.9167	598	1.4751	0.4094	1.4751	1.2145
0.4336	25.0	600	1.5520	0.3788	1.5520	1.2458
0.4336	25.0833	602	1.6356	0.3556	1.6356	1.2789
0.4336	25.1667	604	1.7061	0.2794	1.7061	1.3062
0.4336	25.25	606	1.6393	0.3609	1.6393	1.2804
0.4336	25.3333	608	1.5311	0.4	1.5311	1.2374
0.4336	25.4167	610	1.4461	0.3780	1.4461	1.2026
0.4336	25.5	612	1.4254	0.3780	1.4254	1.1939
0.4336	25.5833	614	1.4663	0.4062	1.4663	1.2109
0.4336	25.6667	616	1.5347	0.4186	1.5347	1.2388
0.4336	25.75	618	1.5740	0.4	1.5740	1.2546
0.4336	25.8333	620	1.5319	0.4062	1.5319	1.2377
0.4336	25.9167	622	1.4697	0.4094	1.4697	1.2123
0.4336	26.0	624	1.4535	0.3871	1.4535	1.2056
0.4336	26.0833	626	1.4590	0.3810	1.4590	1.2079
0.4336	26.1667	628	1.4324	0.3810	1.4324	1.1968
0.4336	26.25	630	1.4778	0.4186	1.4778	1.2157
0.4336	26.3333	632	1.4707	0.4122	1.4707	1.2127
0.4336	26.4167	634	1.4419	0.4308	1.4419	1.2008
0.4336	26.5	636	1.3698	0.4341	1.3698	1.1704
0.4336	26.5833	638	1.4188	0.4186	1.4188	1.1911
0.4336	26.6667	640	1.4764	0.4	1.4764	1.2151
0.4336	26.75	642	1.6278	0.3910	1.6278	1.2758
0.4336	26.8333	644	1.6781	0.3407	1.6781	1.2954
0.4336	26.9167	646	1.7014	0.3407	1.7014	1.3044
0.4336	27.0	648	1.6818	0.3609	1.6818	1.2968
0.4336	27.0833	650	1.6129	0.4000	1.6129	1.2700
0.4336	27.1667	652	1.5268	0.35	1.5268	1.2356
0.4336	27.25	654	1.4587	0.3590	1.4587	1.2078
0.4336	27.3333	656	1.4450	0.3590	1.4450	1.2021
0.4336	27.4167	658	1.4681	0.3934	1.4681	1.2117
0.4336	27.5	660	1.5303	0.4000	1.5303	1.2370
0.4336	27.5833	662	1.5552	0.3594	1.5552	1.2471
0.4336	27.6667	664	1.6192	0.3910	1.6192	1.2725
0.4336	27.75	666	1.6818	0.3235	1.6818	1.2968
0.4336	27.8333	668	1.6650	0.3235	1.6650	1.2904
0.4336	27.9167	670	1.6068	0.3731	1.6068	1.2676
0.4336	28.0	672	1.4908	0.4275	1.4908	1.2210
0.4336	28.0833	674	1.3887	0.4444	1.3887	1.1784
0.4336	28.1667	676	1.3291	0.4839	1.3291	1.1529
0.4336	28.25	678	1.3245	0.4839	1.3245	1.1509
0.4336	28.3333	680	1.3784	0.4480	1.3784	1.1741
0.4336	28.4167	682	1.4909	0.3817	1.4909	1.2210
0.4336	28.5	684	1.5721	0.3609	1.5721	1.2539
0.4336	28.5833	686	1.5882	0.3609	1.5882	1.2603
0.4336	28.6667	688	1.5543	0.3609	1.5543	1.2467
0.4336	28.75	690	1.5276	0.3731	1.5276	1.2360
0.4336	28.8333	692	1.5653	0.3731	1.5653	1.2511
0.4336	28.9167	694	1.6149	0.3433	1.6149	1.2708
0.4336	29.0	696	1.6072	0.3308	1.6072	1.2677
0.4336	29.0833	698	1.5886	0.3485	1.5886	1.2604
0.4336	29.1667	700	1.6438	0.3111	1.6438	1.2821
0.4336	29.25	702	1.7315	0.2920	1.7315	1.3159
0.4336	29.3333	704	1.7553	0.2920	1.7553	1.3249
0.4336	29.4167	706	1.7553	0.2628	1.7553	1.3249
0.4336	29.5	708	1.7492	0.2794	1.7492	1.3226
0.4336	29.5833	710	1.7106	0.3284	1.7106	1.3079
0.4336	29.6667	712	1.7031	0.3308	1.7031	1.3050
0.4336	29.75	714	1.6714	0.3664	1.6714	1.2928
0.4336	29.8333	716	1.6134	0.3876	1.6134	1.2702
0.4336	29.9167	718	1.5992	0.4031	1.5992	1.2646
0.4336	30.0	720	1.5690	0.3780	1.5690	1.2526
0.4336	30.0833	722	1.5190	0.3902	1.5190	1.2325
0.4336	30.1667	724	1.5405	0.3902	1.5405	1.2412
0.4336	30.25	726	1.6355	0.3385	1.6355	1.2789
0.4336	30.3333	728	1.7955	0.2353	1.7955	1.3400
0.4336	30.4167	730	1.9450	0.1884	1.9450	1.3946
0.4336	30.5	732	1.9330	0.1884	1.9330	1.3903
0.4336	30.5833	734	1.7925	0.2464	1.7925	1.3388
0.4336	30.6667	736	1.5971	0.3788	1.5971	1.2638
0.4336	30.75	738	1.5172	0.3937	1.5172	1.2318
0.4336	30.8333	740	1.5086	0.4065	1.5086	1.2282
0.4336	30.9167	742	1.5371	0.3710	1.5371	1.2398
0.4336	31.0	744	1.5783	0.3692	1.5783	1.2563
0.4336	31.0833	746	1.5975	0.3692	1.5975	1.2639
0.4336	31.1667	748	1.6465	0.3664	1.6465	1.2831
0.4336	31.25	750	1.7363	0.2899	1.7363	1.3177
0.4336	31.3333	752	1.7585	0.2899	1.7585	1.3261
0.4336	31.4167	754	1.7762	0.2899	1.7762	1.3327
0.4336	31.5	756	1.7540	0.2899	1.7540	1.3244
0.4336	31.5833	758	1.6744	0.2794	1.6744	1.2940
0.4336	31.6667	760	1.5866	0.3939	1.5866	1.2596
0.4336	31.75	762	1.4922	0.4	1.4922	1.2215
0.4336	31.8333	764	1.4181	0.4677	1.4181	1.1908
0.4336	31.9167	766	1.3811	0.5	1.3811	1.1752
0.4336	32.0	768	1.4081	0.4800	1.4081	1.1866
0.4336	32.0833	770	1.4188	0.4800	1.4188	1.1911
0.4336	32.1667	772	1.4697	0.4496	1.4697	1.2123
0.4336	32.25	774	1.5615	0.3817	1.5615	1.2496
0.4336	32.3333	776	1.5940	0.3636	1.5940	1.2625
0.4336	32.4167	778	1.5751	0.3817	1.5751	1.2550
0.4336	32.5	780	1.5383	0.4122	1.5383	1.2403
0.4336	32.5833	782	1.5099	0.4308	1.5099	1.2288
0.4336	32.6667	784	1.4810	0.4462	1.4810	1.2170
0.4336	32.75	786	1.4949	0.4186	1.4949	1.2227
0.4336	32.8333	788	1.5316	0.4186	1.5316	1.2376
0.4336	32.9167	790	1.5483	0.4308	1.5483	1.2443
0.4336	33.0	792	1.5602	0.4122	1.5602	1.2491
0.4336	33.0833	794	1.5780	0.3939	1.5780	1.2562
0.4336	33.1667	796	1.5519	0.4	1.5519	1.2457
0.4336	33.25	798	1.5449	0.3817	1.5449	1.2429
0.4336	33.3333	800	1.5759	0.3939	1.5759	1.2554
0.4336	33.4167	802	1.6035	0.3939	1.6035	1.2663
0.4336	33.5	804	1.6085	0.3939	1.6085	1.2683
0.4336	33.5833	806	1.5666	0.3817	1.5666	1.2516
0.4336	33.6667	808	1.5741	0.3817	1.5741	1.2546
0.4336	33.75	810	1.6225	0.3939	1.6225	1.2738
0.4336	33.8333	812	1.6529	0.3939	1.6529	1.2857
0.4336	33.9167	814	1.6294	0.3939	1.6294	1.2765
0.4336	34.0	816	1.5609	0.3692	1.5609	1.2494
0.4336	34.0833	818	1.5307	0.3622	1.5307	1.2372
0.4336	34.1667	820	1.5188	0.3622	1.5188	1.2324
0.4336	34.25	822	1.5573	0.3594	1.5573	1.2479
0.4336	34.3333	824	1.6001	0.3664	1.6001	1.2650
0.4336	34.4167	826	1.6232	0.3664	1.6232	1.2741
0.4336	34.5	828	1.6188	0.3664	1.6188	1.2723
0.4336	34.5833	830	1.6333	0.3664	1.6333	1.2780
0.4336	34.6667	832	1.6013	0.3664	1.6013	1.2654
0.4336	34.75	834	1.5802	0.3692	1.5802	1.2571
0.4336	34.8333	836	1.5664	0.3692	1.5664	1.2516
0.4336	34.9167	838	1.5753	0.3692	1.5753	1.2551
0.4336	35.0	840	1.6136	0.3788	1.6136	1.2703
0.4336	35.0833	842	1.6898	0.3824	1.6898	1.2999
0.4336	35.1667	844	1.7432	0.3504	1.7432	1.3203
0.4336	35.25	846	1.7620	0.3382	1.7620	1.3274
0.4336	35.3333	848	1.7273	0.3382	1.7273	1.3142
0.4336	35.4167	850	1.7079	0.3704	1.7079	1.3069
0.4336	35.5	852	1.6478	0.3881	1.6478	1.2837
0.4336	35.5833	854	1.5742	0.3692	1.5742	1.2547
0.4336	35.6667	856	1.5562	0.3817	1.5562	1.2475
0.4336	35.75	858	1.5879	0.3609	1.5879	1.2601
0.4336	35.8333	860	1.6676	0.3382	1.6676	1.2914
0.4336	35.9167	862	1.7336	0.3066	1.7336	1.3167
0.4336	36.0	864	1.7576	0.2899	1.7576	1.3258
0.4336	36.0833	866	1.7591	0.2899	1.7591	1.3263
0.4336	36.1667	868	1.7416	0.2899	1.7416	1.3197
0.4336	36.25	870	1.6802	0.3066	1.6802	1.2962
0.4336	36.3333	872	1.6023	0.3759	1.6023	1.2658
0.4336	36.4167	874	1.5427	0.4308	1.5427	1.2421
0.4336	36.5	876	1.5371	0.4308	1.5371	1.2398
0.4336	36.5833	878	1.5759	0.4308	1.5759	1.2554
0.4336	36.6667	880	1.6319	0.3582	1.6319	1.2775
0.4336	36.75	882	1.6265	0.3582	1.6265	1.2753
0.4336	36.8333	884	1.5861	0.3910	1.5861	1.2594
0.4336	36.9167	886	1.5160	0.4462	1.5160	1.2313
0.4336	37.0	888	1.5294	0.4091	1.5294	1.2367
0.4336	37.0833	890	1.5484	0.3881	1.5484	1.2443
0.4336	37.1667	892	1.5803	0.3704	1.5803	1.2571
0.4336	37.25	894	1.6001	0.3382	1.6001	1.2650
0.4336	37.3333	896	1.5947	0.3382	1.5947	1.2628
0.4336	37.4167	898	1.5975	0.3382	1.5975	1.2639
0.4336	37.5	900	1.5837	0.3704	1.5837	1.2585
0.4336	37.5833	902	1.5852	0.3704	1.5852	1.2590
0.4336	37.6667	904	1.6110	0.3382	1.6110	1.2693
0.4336	37.75	906	1.6741	0.3382	1.6741	1.2939
0.4336	37.8333	908	1.6834	0.3066	1.6834	1.2975
0.4336	37.9167	910	1.6221	0.3382	1.6221	1.2736
0.4336	38.0	912	1.5981	0.3704	1.5981	1.2641
0.4336	38.0833	914	1.5319	0.3852	1.5319	1.2377
0.4336	38.1667	916	1.4856	0.4030	1.4856	1.2189
0.4336	38.25	918	1.4288	0.4275	1.4288	1.1953
0.4336	38.3333	920	1.3997	0.4186	1.3997	1.1831
0.4336	38.4167	922	1.4038	0.4186	1.4038	1.1848
0.4336	38.5	924	1.3900	0.4409	1.3900	1.1790
0.4336	38.5833	926	1.4071	0.4062	1.4071	1.1862
0.4336	38.6667	928	1.4668	0.4	1.4668	1.2111
0.4336	38.75	930	1.5243	0.3636	1.5243	1.2346
0.4336	38.8333	932	1.6002	0.3259	1.6002	1.2650
0.4336	38.9167	934	1.6448	0.3259	1.6448	1.2825
0.4336	39.0	936	1.6718	0.2985	1.6718	1.2930
0.4336	39.0833	938	1.7063	0.2667	1.7063	1.3063
0.4336	39.1667	940	1.7038	0.2667	1.7038	1.3053
0.4336	39.25	942	1.7357	0.2667	1.7357	1.3174
0.4336	39.3333	944	1.6949	0.3158	1.6949	1.3019
0.4336	39.4167	946	1.6646	0.3485	1.6646	1.2902
0.4336	39.5	948	1.6913	0.3485	1.6913	1.3005
0.4336	39.5833	950	1.6623	0.3158	1.6623	1.2893
0.4336	39.6667	952	1.6282	0.3359	1.6282	1.2760
0.4336	39.75	954	1.5770	0.3876	1.5770	1.2558
0.4336	39.8333	956	1.5078	0.3968	1.5078	1.2279
0.4336	39.9167	958	1.4832	0.4286	1.4832	1.2179
0.4336	40.0	960	1.4904	0.4286	1.4904	1.2208
0.4336	40.0833	962	1.5382	0.3566	1.5382	1.2402
0.4336	40.1667	964	1.6222	0.3609	1.6222	1.2737
0.4336	40.25	966	1.6973	0.3111	1.6973	1.3028
0.4336	40.3333	968	1.7416	0.3066	1.7416	1.3197
0.4336	40.4167	970	1.7368	0.3066	1.7368	1.3179
0.4336	40.5	972	1.7049	0.3382	1.7049	1.3057
0.4336	40.5833	974	1.6607	0.3556	1.6607	1.2887
0.4336	40.6667	976	1.5663	0.3788	1.5663	1.2515
0.4336	40.75	978	1.4851	0.375	1.4851	1.2187
0.4336	40.8333	980	1.4763	0.3968	1.4763	1.2150
0.4336	40.9167	982	1.5013	0.3968	1.5013	1.2253
0.4336	41.0	984	1.5372	0.375	1.5372	1.2398
0.4336	41.0833	986	1.5702	0.375	1.5702	1.2531
0.4336	41.1667	988	1.6202	0.3692	1.6202	1.2729
0.4336	41.25	990	1.6433	0.3939	1.6433	1.2819
0.4336	41.3333	992	1.6310	0.3664	1.6310	1.2771
0.4336	41.4167	994	1.6135	0.3664	1.6135	1.2702
0.4336	41.5	996	1.5989	0.3692	1.5989	1.2645
0.4336	41.5833	998	1.5941	0.3566	1.5941	1.2626
0.0566	41.6667	1000	1.6014	0.3566	1.6014	1.2655
0.0566	41.75	1002	1.5949	0.3566	1.5949	1.2629
0.0566	41.8333	1004	1.5860	0.3566	1.5860	1.2593
0.0566	41.9167	1006	1.5565	0.3566	1.5565	1.2476
0.0566	42.0	1008	1.5080	0.3594	1.5080	1.2280
0.0566	42.0833	1010	1.4942	0.3566	1.4942	1.2224
0.0566	42.1667	1012	1.5408	0.3664	1.5408	1.2413
0.0566	42.25	1014	1.6133	0.3609	1.6133	1.2702
0.0566	42.3333	1016	1.7326	0.3188	1.7326	1.3163
0.0566	42.4167	1018	1.8072	0.2857	1.8072	1.3443
0.0566	42.5	1020	1.8076	0.2734	1.8076	1.3445
0.0566	42.5833	1022	1.7692	0.3066	1.7692	1.3301
0.0566	42.6667	1024	1.6856	0.3433	1.6856	1.2983

Framework versions

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