ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_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: 1.5213
• Qwk: 0.3281
• Mse: 1.5213
• Rmse: 1.2334

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	0.1667	2	6.9043	0.0114	6.9043	2.6276
No log	0.3333	4	4.5270	0.0779	4.5270	2.1277
No log	0.5	6	3.5644	-0.0104	3.5644	1.8880
No log	0.6667	8	3.2980	0.0226	3.2980	1.8160
No log	0.8333	10	2.3641	0.0635	2.3641	1.5376
No log	1.0	12	2.0862	0.1000	2.0862	1.4444
No log	1.1667	14	2.0414	0.1148	2.0414	1.4288
No log	1.3333	16	2.1609	0.1417	2.1609	1.4700
No log	1.5	18	2.4383	0.2044	2.4383	1.5615
No log	1.6667	20	2.7312	0.1081	2.7312	1.6526
No log	1.8333	22	2.8658	0.1198	2.8658	1.6929
No log	2.0	24	2.8510	0.0759	2.8510	1.6885
No log	2.1667	26	2.4972	0.1594	2.4972	1.5803
No log	2.3333	28	2.1832	0.2290	2.1832	1.4776
No log	2.5	30	2.0150	0.1452	2.0150	1.4195
No log	2.6667	32	1.9109	0.1626	1.9109	1.3824
No log	2.8333	34	1.9567	0.2290	1.9567	1.3988
No log	3.0	36	2.1577	0.2639	2.1577	1.4689
No log	3.1667	38	2.1435	0.2571	2.1435	1.4641
No log	3.3333	40	2.1588	0.2174	2.1588	1.4693
No log	3.5	42	2.1440	0.2174	2.1440	1.4643
No log	3.6667	44	2.0545	0.2222	2.0545	1.4334
No log	3.8333	46	1.9936	0.2308	1.9936	1.4119
No log	4.0	48	1.7907	0.2623	1.7907	1.3382
No log	4.1667	50	1.7333	0.1724	1.7333	1.3165
No log	4.3333	52	1.8302	0.1167	1.8302	1.3528
No log	4.5	54	1.9938	0.1760	1.9938	1.4120
No log	4.6667	56	2.3479	0.1926	2.3479	1.5323
No log	4.8333	58	2.2853	0.2270	2.2853	1.5117
No log	5.0	60	2.6698	0.1290	2.6698	1.6340
No log	5.1667	62	2.6263	0.1290	2.6263	1.6206
No log	5.3333	64	2.3641	0.1690	2.3641	1.5376
No log	5.5	66	2.4801	0.1611	2.4801	1.5748
No log	5.6667	68	2.7036	0.1529	2.7036	1.6443
No log	5.8333	70	2.4417	0.1548	2.4417	1.5626
No log	6.0	72	1.9327	0.2171	1.9327	1.3902
No log	6.1667	74	1.7096	0.2951	1.7096	1.3075
No log	6.3333	76	1.6967	0.3089	1.6967	1.3026
No log	6.5	78	1.8220	0.2080	1.8220	1.3498
No log	6.6667	80	1.9966	0.2290	1.9966	1.4130
No log	6.8333	82	2.1331	0.1857	2.1331	1.4605
No log	7.0	84	2.2246	0.2027	2.2246	1.4915
No log	7.1667	86	2.1939	0.2378	2.1939	1.4812
No log	7.3333	88	2.7579	0.1032	2.7579	1.6607
No log	7.5	90	2.3553	0.1918	2.3553	1.5347
No log	7.6667	92	1.8972	0.2707	1.8972	1.3774
No log	7.8333	94	1.8938	0.2727	1.8938	1.3761
No log	8.0	96	1.9461	0.1860	1.9461	1.3950
No log	8.1667	98	2.1938	0.2254	2.1938	1.4811
No log	8.3333	100	2.3982	0.2055	2.3982	1.5486
No log	8.5	102	2.3136	0.2378	2.3136	1.5210
No log	8.6667	104	1.9659	0.2121	1.9659	1.4021
No log	8.8333	106	1.8855	0.2879	1.8855	1.3731
No log	9.0	108	1.9678	0.2836	1.9678	1.4028
No log	9.1667	110	2.1494	0.2378	2.1494	1.4661
No log	9.3333	112	1.9247	0.3043	1.9247	1.3873
No log	9.5	114	1.8802	0.3429	1.8802	1.3712
No log	9.6667	116	1.8511	0.3453	1.8511	1.3606
No log	9.8333	118	1.8637	0.3636	1.8637	1.3652
No log	10.0	120	1.7296	0.3857	1.7296	1.3151
No log	10.1667	122	1.6635	0.3333	1.6635	1.2898
No log	10.3333	124	1.8927	0.2576	1.8927	1.3758
No log	10.5	126	2.3816	0.2517	2.3816	1.5432
No log	10.6667	128	2.2612	0.2781	2.2612	1.5037
No log	10.8333	130	1.7904	0.3008	1.7904	1.3381
No log	11.0	132	1.8288	0.2595	1.8288	1.3523
No log	11.1667	134	1.9848	0.2446	1.9848	1.4088
No log	11.3333	136	2.0509	0.2446	2.0509	1.4321
No log	11.5	138	2.2416	0.2353	2.2416	1.4972
No log	11.6667	140	2.0810	0.2649	2.0810	1.4426
No log	11.8333	142	1.8458	0.3699	1.8458	1.3586
No log	12.0	144	1.7547	0.3380	1.7547	1.3246
No log	12.1667	146	1.7074	0.3571	1.7074	1.3067
No log	12.3333	148	1.8797	0.2446	1.8797	1.3710
No log	12.5	150	2.0025	0.2695	2.0025	1.4151
No log	12.6667	152	2.0477	0.2319	2.0477	1.4310
No log	12.8333	154	1.9534	0.2105	1.9534	1.3976
No log	13.0	156	1.8677	0.2256	1.8677	1.3666
No log	13.1667	158	1.8251	0.3776	1.8251	1.3510
No log	13.3333	160	1.8173	0.3636	1.8173	1.3481
No log	13.5	162	1.8795	0.3724	1.8795	1.3709
No log	13.6667	164	1.9335	0.2857	1.9335	1.3905
No log	13.8333	166	2.0100	0.2206	2.0100	1.4177
No log	14.0	168	2.1911	0.2158	2.1911	1.4802
No log	14.1667	170	2.3447	0.2179	2.3447	1.5312
No log	14.3333	172	2.1966	0.2416	2.1966	1.4821
No log	14.5	174	1.8295	0.2256	1.8295	1.3526
No log	14.6667	176	1.6927	0.2581	1.6927	1.3010
No log	14.8333	178	1.6773	0.2581	1.6773	1.2951
No log	15.0	180	1.6799	0.2581	1.6799	1.2961
No log	15.1667	182	1.6819	0.2720	1.6819	1.2969
No log	15.3333	184	1.7029	0.2880	1.7029	1.3050
No log	15.5	186	1.7860	0.2923	1.7860	1.3364
No log	15.6667	188	2.0098	0.25	2.0098	1.4177
No log	15.8333	190	1.9983	0.2819	1.9983	1.4136
No log	16.0	192	1.7955	0.3008	1.7955	1.3400
No log	16.1667	194	1.6439	0.3360	1.6439	1.2822
No log	16.3333	196	1.6338	0.3360	1.6338	1.2782
No log	16.5	198	1.7282	0.2791	1.7282	1.3146
No log	16.6667	200	1.9124	0.2519	1.9124	1.3829
No log	16.8333	202	2.4908	0.2308	2.4908	1.5782
No log	17.0	204	2.6697	0.2025	2.6697	1.6339
No log	17.1667	206	2.3937	0.2308	2.3937	1.5472
No log	17.3333	208	1.9920	0.2759	1.9920	1.4114
No log	17.5	210	1.8102	0.2774	1.8102	1.3454
No log	17.6667	212	1.7813	0.2979	1.7813	1.3346
No log	17.8333	214	1.8071	0.3766	1.8071	1.3443
No log	18.0	216	1.8882	0.4430	1.8882	1.3741
No log	18.1667	218	1.9798	0.3742	1.9798	1.4071
No log	18.3333	220	1.8867	0.3172	1.8867	1.3736
No log	18.5	222	1.7563	0.3088	1.7563	1.3253
No log	18.6667	224	1.7195	0.3741	1.7195	1.3113
No log	18.8333	226	1.7040	0.3597	1.7040	1.3054
No log	19.0	228	1.6837	0.3768	1.6837	1.2976
No log	19.1667	230	1.6320	0.3623	1.6320	1.2775
No log	19.3333	232	1.6063	0.3650	1.6063	1.2674
No log	19.5	234	1.6564	0.3407	1.6564	1.2870
No log	19.6667	236	1.7366	0.3088	1.7366	1.3178
No log	19.8333	238	1.7901	0.3121	1.7901	1.3379
No log	20.0	240	1.7675	0.3521	1.7675	1.3295
No log	20.1667	242	1.7409	0.3188	1.7409	1.3194
No log	20.3333	244	1.8029	0.3217	1.8029	1.3427
No log	20.5	246	1.8838	0.3636	1.8838	1.3725
No log	20.6667	248	2.1129	0.2353	2.1129	1.4536
No log	20.8333	250	2.2198	0.2516	2.2198	1.4899
No log	21.0	252	2.0015	0.3151	2.0015	1.4148
No log	21.1667	254	1.8883	0.2979	1.8883	1.3742
No log	21.3333	256	1.9691	0.2937	1.9691	1.4033
No log	21.5	258	2.1593	0.28	2.1593	1.4694
No log	21.6667	260	2.0363	0.3129	2.0363	1.4270
No log	21.8333	262	1.9397	0.3239	1.9397	1.3927
No log	22.0	264	1.7926	0.3022	1.7926	1.3389
No log	22.1667	266	1.7389	0.3333	1.7389	1.3187
No log	22.3333	268	1.7127	0.3030	1.7127	1.3087
No log	22.5	270	1.7590	0.3158	1.7590	1.3263
No log	22.6667	272	1.7511	0.3284	1.7511	1.3233
No log	22.8333	274	1.7595	0.3165	1.7595	1.3265
No log	23.0	276	1.6132	0.3852	1.6132	1.2701
No log	23.1667	278	1.6167	0.3796	1.6167	1.2715
No log	23.3333	280	1.6939	0.3309	1.6939	1.3015
No log	23.5	282	1.5514	0.3885	1.5514	1.2455
No log	23.6667	284	1.4721	0.4	1.4721	1.2133
No log	23.8333	286	1.4345	0.3871	1.4345	1.1977
No log	24.0	288	1.3933	0.368	1.3933	1.1804
No log	24.1667	290	1.3599	0.4032	1.3599	1.1662
No log	24.3333	292	1.3896	0.4320	1.3896	1.1788
No log	24.5	294	1.5014	0.4127	1.5014	1.2253
No log	24.6667	296	1.4510	0.4127	1.4510	1.2046
No log	24.8333	298	1.3665	0.4480	1.3665	1.1690
No log	25.0	300	1.3148	0.4839	1.3148	1.1466
No log	25.1667	302	1.2912	0.496	1.2912	1.1363
No log	25.3333	304	1.3167	0.3967	1.3167	1.1475
No log	25.5	306	1.4451	0.4688	1.4451	1.2021
No log	25.6667	308	1.5198	0.4219	1.5198	1.2328
No log	25.8333	310	1.5510	0.4122	1.5510	1.2454
No log	26.0	312	1.5106	0.3594	1.5106	1.2291
No log	26.1667	314	1.3779	0.4286	1.3779	1.1739
No log	26.3333	316	1.3098	0.4640	1.3098	1.1445
No log	26.5	318	1.2929	0.4286	1.2929	1.1371
No log	26.6667	320	1.2996	0.4688	1.2996	1.1400
No log	26.8333	322	1.3548	0.4127	1.3548	1.1640
No log	27.0	324	1.4612	0.4496	1.4612	1.2088
No log	27.1667	326	1.6714	0.3521	1.6714	1.2928
No log	27.3333	328	1.7939	0.3121	1.7939	1.3394
No log	27.5	330	1.6555	0.3636	1.6555	1.2866
No log	27.6667	332	1.4754	0.3759	1.4754	1.2147
No log	27.8333	334	1.3927	0.4094	1.3927	1.1801
No log	28.0	336	1.3338	0.4094	1.3338	1.1549
No log	28.1667	338	1.3423	0.4094	1.3423	1.1586
No log	28.3333	340	1.4011	0.3846	1.4011	1.1837
No log	28.5	342	1.5020	0.3676	1.5020	1.2256
No log	28.6667	344	1.6395	0.3714	1.6395	1.2804
No log	28.8333	346	1.5666	0.3609	1.5666	1.2517
No log	29.0	348	1.5573	0.3566	1.5573	1.2479
No log	29.1667	350	1.5555	0.3438	1.5555	1.2472
No log	29.3333	352	1.5114	0.3840	1.5114	1.2294
No log	29.5	354	1.4516	0.3840	1.4516	1.2048
No log	29.6667	356	1.4804	0.3485	1.4804	1.2167
No log	29.8333	358	1.5536	0.3650	1.5536	1.2464
No log	30.0	360	1.6569	0.3857	1.6569	1.2872
No log	30.1667	362	1.7330	0.3944	1.7330	1.3164
No log	30.3333	364	1.7024	0.3688	1.7024	1.3048
No log	30.5	366	1.7433	0.3724	1.7433	1.3204
No log	30.6667	368	1.7129	0.3724	1.7129	1.3088
No log	30.8333	370	1.7063	0.3497	1.7063	1.3062
No log	31.0	372	1.6570	0.3688	1.6570	1.2873
No log	31.1667	374	1.7358	0.4276	1.7358	1.3175
No log	31.3333	376	1.8480	0.4218	1.8480	1.3594
No log	31.5	378	1.9489	0.3922	1.9489	1.3960
No log	31.6667	380	1.8136	0.4324	1.8136	1.3467
No log	31.8333	382	1.6620	0.4110	1.6620	1.2892
No log	32.0	384	1.5558	0.3862	1.5558	1.2473
No log	32.1667	386	1.5579	0.3946	1.5579	1.2482
No log	32.3333	388	1.5540	0.3946	1.5540	1.2466
No log	32.5	390	1.4941	0.3803	1.4941	1.2224
No log	32.6667	392	1.3852	0.3939	1.3852	1.1769
No log	32.8333	394	1.4272	0.3704	1.4272	1.1947
No log	33.0	396	1.6026	0.4110	1.6026	1.2659
No log	33.1667	398	1.6562	0.3862	1.6562	1.2869
No log	33.3333	400	1.5731	0.3972	1.5731	1.2542
No log	33.5	402	1.4795	0.3857	1.4795	1.2163
No log	33.6667	404	1.4762	0.4058	1.4762	1.2150
No log	33.8333	406	1.4411	0.4296	1.4411	1.2005
No log	34.0	408	1.4891	0.3768	1.4891	1.2203
No log	34.1667	410	1.5784	0.4085	1.5784	1.2563
No log	34.3333	412	1.6948	0.375	1.6948	1.3018
No log	34.5	414	1.6163	0.3972	1.6163	1.2713
No log	34.6667	416	1.5449	0.4029	1.5449	1.2429
No log	34.8333	418	1.5755	0.3913	1.5755	1.2552
No log	35.0	420	1.6474	0.3188	1.6474	1.2835
No log	35.1667	422	1.6611	0.3308	1.6611	1.2888
No log	35.3333	424	1.6472	0.3308	1.6472	1.2834
No log	35.5	426	1.6199	0.2857	1.6199	1.2727
No log	35.6667	428	1.6135	0.3385	1.6135	1.2702
No log	35.8333	430	1.6201	0.3125	1.6201	1.2728
No log	36.0	432	1.6160	0.3692	1.6160	1.2712
No log	36.1667	434	1.6598	0.3623	1.6598	1.2883
No log	36.3333	436	1.7476	0.3066	1.7476	1.3220
No log	36.5	438	1.7829	0.3309	1.7829	1.3352
No log	36.6667	440	1.7058	0.3453	1.7058	1.3061
No log	36.8333	442	1.6254	0.3741	1.6254	1.2749
No log	37.0	444	1.5815	0.3358	1.5815	1.2576
No log	37.1667	446	1.5005	0.3731	1.5005	1.2250
No log	37.3333	448	1.4826	0.3731	1.4826	1.2176
No log	37.5	450	1.5065	0.3704	1.5065	1.2274
No log	37.6667	452	1.4836	0.3182	1.4836	1.2180
No log	37.8333	454	1.5065	0.3359	1.5065	1.2274
No log	38.0	456	1.5927	0.3582	1.5927	1.2620
No log	38.1667	458	1.5972	0.3459	1.5972	1.2638
No log	38.3333	460	1.5200	0.3256	1.5200	1.2329
No log	38.5	462	1.4195	0.3810	1.4195	1.1914
No log	38.6667	464	1.3770	0.4031	1.3770	1.1735
No log	38.8333	466	1.3827	0.4127	1.3827	1.1759
No log	39.0	468	1.4839	0.3810	1.4839	1.2182
No log	39.1667	470	1.6137	0.4029	1.6137	1.2703
No log	39.3333	472	1.5813	0.4286	1.5813	1.2575
No log	39.5	474	1.4636	0.3566	1.4636	1.2098
No log	39.6667	476	1.4173	0.3937	1.4173	1.1905
No log	39.8333	478	1.3786	0.4160	1.3786	1.1741
No log	40.0	480	1.3588	0.4000	1.3588	1.1657
No log	40.1667	482	1.3547	0.4444	1.3547	1.1639
No log	40.3333	484	1.3938	0.4651	1.3938	1.1806
No log	40.5	486	1.4994	0.4427	1.4994	1.2245
No log	40.6667	488	1.5629	0.375	1.5629	1.2502
No log	40.8333	490	1.6178	0.4029	1.6178	1.2719
No log	41.0	492	1.6385	0.3259	1.6385	1.2800
No log	41.1667	494	1.6180	0.3053	1.6180	1.2720
No log	41.3333	496	1.5335	0.2857	1.5335	1.2383
No log	41.5	498	1.4652	0.352	1.4652	1.2105
0.3444	41.6667	500	1.4284	0.352	1.4284	1.1951
0.3444	41.8333	502	1.4346	0.3937	1.4346	1.1977
0.3444	42.0	504	1.3968	0.3360	1.3968	1.1818
0.3444	42.1667	506	1.3946	0.3651	1.3946	1.1810
0.3444	42.3333	508	1.4495	0.4160	1.4495	1.2039
0.3444	42.5	510	1.4557	0.4031	1.4557	1.2065
0.3444	42.6667	512	1.4395	0.4511	1.4395	1.1998
0.3444	42.8333	514	1.3877	0.4580	1.3877	1.1780
0.3444	43.0	516	1.3145	0.4697	1.3145	1.1465
0.3444	43.1667	518	1.2736	0.4733	1.2736	1.1285
0.3444	43.3333	520	1.2998	0.4733	1.2998	1.1401
0.3444	43.5	522	1.3608	0.4186	1.3608	1.1665
0.3444	43.6667	524	1.4347	0.3906	1.4347	1.1978
0.3444	43.8333	526	1.5490	0.3939	1.5490	1.2446
0.3444	44.0	528	1.5268	0.4031	1.5268	1.2356
0.3444	44.1667	530	1.4202	0.3968	1.4202	1.1917
0.3444	44.3333	532	1.3127	0.4286	1.3127	1.1457
0.3444	44.5	534	1.2467	0.4496	1.2467	1.1165
0.3444	44.6667	536	1.2341	0.4580	1.2341	1.1109
0.3444	44.8333	538	1.2555	0.4496	1.2555	1.1205
0.3444	45.0	540	1.3108	0.4806	1.3108	1.1449
0.3444	45.1667	542	1.4759	0.3721	1.4759	1.2149
0.3444	45.3333	544	1.7653	0.3333	1.7653	1.3287
0.3444	45.5	546	2.0212	0.2550	2.0212	1.4217
0.3444	45.6667	548	2.0530	0.28	2.0530	1.4328
0.3444	45.8333	550	1.8034	0.3636	1.8034	1.3429
0.3444	46.0	552	1.5119	0.3971	1.5119	1.2296
0.3444	46.1667	554	1.3056	0.4496	1.3056	1.1426
0.3444	46.3333	556	1.2396	0.4496	1.2396	1.1134
0.3444	46.5	558	1.2374	0.4375	1.2374	1.1124
0.3444	46.6667	560	1.2520	0.3968	1.2520	1.1189
0.3444	46.8333	562	1.2731	0.3607	1.2731	1.1283
0.3444	47.0	564	1.3001	0.3934	1.3001	1.1402
0.3444	47.1667	566	1.3324	0.3902	1.3324	1.1543
0.3444	47.3333	568	1.3582	0.4211	1.3582	1.1654
0.3444	47.5	570	1.3717	0.4030	1.3717	1.1712
0.3444	47.6667	572	1.3828	0.4412	1.3828	1.1759
0.3444	47.8333	574	1.3583	0.4444	1.3583	1.1655
0.3444	48.0	576	1.3122	0.4462	1.3122	1.1455
0.3444	48.1667	578	1.2758	0.4462	1.2758	1.1295
0.3444	48.3333	580	1.2713	0.4462	1.2713	1.1275
0.3444	48.5	582	1.3084	0.4545	1.3084	1.1438
0.3444	48.6667	584	1.3669	0.4741	1.3669	1.1691
0.3444	48.8333	586	1.4200	0.4526	1.4200	1.1916
0.3444	49.0	588	1.4653	0.4380	1.4653	1.2105
0.3444	49.1667	590	1.4853	0.4058	1.4853	1.2187
0.3444	49.3333	592	1.4691	0.4	1.4691	1.2121
0.3444	49.5	594	1.3882	0.4088	1.3882	1.1782
0.3444	49.6667	596	1.3121	0.4242	1.3121	1.1455
0.3444	49.8333	598	1.2690	0.4615	1.2690	1.1265
0.3444	50.0	600	1.2537	0.4252	1.2537	1.1197
0.3444	50.1667	602	1.2855	0.4496	1.2855	1.1338
0.3444	50.3333	604	1.3186	0.4308	1.3186	1.1483
0.3444	50.5	606	1.3315	0.4308	1.3315	1.1539
0.3444	50.6667	608	1.3210	0.4308	1.3210	1.1493
0.3444	50.8333	610	1.3264	0.4427	1.3264	1.1517
0.3444	51.0	612	1.3176	0.4818	1.3176	1.1479
0.3444	51.1667	614	1.3146	0.4296	1.3146	1.1466
0.3444	51.3333	616	1.3452	0.4604	1.3452	1.1598
0.3444	51.5	618	1.3727	0.4604	1.3727	1.1716
0.3444	51.6667	620	1.3888	0.4234	1.3888	1.1785
0.3444	51.8333	622	1.3496	0.4604	1.3496	1.1617
0.3444	52.0	624	1.2955	0.4545	1.2955	1.1382
0.3444	52.1667	626	1.2511	0.5152	1.2511	1.1185
0.3444	52.3333	628	1.2318	0.4923	1.2318	1.1099
0.3444	52.5	630	1.2162	0.5152	1.2162	1.1028
0.3444	52.6667	632	1.2070	0.5	1.2070	1.0986
0.3444	52.8333	634	1.2328	0.4341	1.2328	1.1103
0.3444	53.0	636	1.2761	0.4806	1.2761	1.1296
0.3444	53.1667	638	1.3224	0.4308	1.3224	1.1500
0.3444	53.3333	640	1.3644	0.4211	1.3644	1.1681
0.3444	53.5	642	1.3671	0.4211	1.3671	1.1692
0.3444	53.6667	644	1.3251	0.4593	1.3251	1.1511
0.3444	53.8333	646	1.2626	0.4885	1.2626	1.1236
0.3444	54.0	648	1.2277	0.4651	1.2277	1.1080
0.3444	54.1667	650	1.2294	0.4651	1.2294	1.1088
0.3444	54.3333	652	1.2326	0.4615	1.2326	1.1102
0.3444	54.5	654	1.2724	0.4925	1.2724	1.1280
0.3444	54.6667	656	1.3317	0.4412	1.3317	1.1540
0.3444	54.8333	658	1.4170	0.4507	1.4170	1.1904
0.3444	55.0	660	1.4629	0.4648	1.4629	1.2095
0.3444	55.1667	662	1.4601	0.4648	1.4601	1.2083
0.3444	55.3333	664	1.3992	0.4317	1.3992	1.1829
0.3444	55.5	666	1.3431	0.4672	1.3431	1.1589
0.3444	55.6667	668	1.3209	0.4776	1.3209	1.1493
0.3444	55.8333	670	1.3130	0.4328	1.3130	1.1459
0.3444	56.0	672	1.3122	0.4361	1.3122	1.1455
0.3444	56.1667	674	1.3187	0.4091	1.3187	1.1484
0.3444	56.3333	676	1.3670	0.4478	1.3670	1.1692
0.3444	56.5	678	1.4650	0.4225	1.4650	1.2104
0.3444	56.6667	680	1.5561	0.3944	1.5561	1.2474
0.3444	56.8333	682	1.5257	0.4113	1.5257	1.2352
0.3444	57.0	684	1.4518	0.4526	1.4518	1.2049
0.3444	57.1667	686	1.3747	0.4242	1.3747	1.1725
0.3444	57.3333	688	1.2927	0.4308	1.2927	1.1370
0.3444	57.5	690	1.2399	0.4480	1.2399	1.1135
0.3444	57.6667	692	1.2160	0.4640	1.2160	1.1027
0.3444	57.8333	694	1.1978	0.4715	1.1978	1.0944
0.3444	58.0	696	1.1931	0.4878	1.1931	1.0923
0.3444	58.1667	698	1.2013	0.4878	1.2013	1.0960
0.3444	58.3333	700	1.2075	0.4590	1.2075	1.0989
0.3444	58.5	702	1.2156	0.4390	1.2156	1.1025
0.3444	58.6667	704	1.2225	0.4262	1.2225	1.1057
0.3444	58.8333	706	1.2169	0.4262	1.2169	1.1031
0.3444	59.0	708	1.2033	0.4677	1.2033	1.0969
0.3444	59.1667	710	1.1934	0.48	1.1934	1.0924
0.3444	59.3333	712	1.2054	0.4603	1.2054	1.0979
0.3444	59.5	714	1.2160	0.4603	1.2160	1.1027
0.3444	59.6667	716	1.2124	0.5	1.2124	1.1011
0.3444	59.8333	718	1.2340	0.5	1.2340	1.1108
0.3444	60.0	720	1.2771	0.4286	1.2771	1.1301
0.3444	60.1667	722	1.3195	0.4688	1.3195	1.1487
0.3444	60.3333	724	1.3454	0.4462	1.3454	1.1599
0.3444	60.5	726	1.3867	0.4462	1.3867	1.1776
0.3444	60.6667	728	1.4352	0.3969	1.4352	1.1980
0.3444	60.8333	730	1.4505	0.3939	1.4505	1.2044
0.3444	61.0	732	1.4340	0.4375	1.4340	1.1975
0.3444	61.1667	734	1.4221	0.4320	1.4221	1.1925
0.3444	61.3333	736	1.4060	0.3902	1.4060	1.1857
0.3444	61.5	738	1.3853	0.4160	1.3853	1.1770
0.3444	61.6667	740	1.3823	0.4160	1.3823	1.1757
0.3444	61.8333	742	1.3868	0.4160	1.3868	1.1776
0.3444	62.0	744	1.3809	0.3871	1.3809	1.1751
0.3444	62.1667	746	1.3967	0.4032	1.3967	1.1818
0.3444	62.3333	748	1.4347	0.3968	1.4347	1.1978
0.3444	62.5	750	1.4815	0.3969	1.4815	1.2172
0.3444	62.6667	752	1.4850	0.4296	1.4850	1.2186
0.3444	62.8333	754	1.4964	0.4296	1.4964	1.2233
0.3444	63.0	756	1.4827	0.4296	1.4827	1.2177
0.3444	63.1667	758	1.4412	0.4478	1.4412	1.2005
0.3444	63.3333	760	1.3921	0.3846	1.3921	1.1799
0.3444	63.5	762	1.3679	0.4286	1.3679	1.1696
0.3444	63.6667	764	1.3542	0.4160	1.3542	1.1637
0.3444	63.8333	766	1.3219	0.4065	1.3219	1.1497
0.3444	64.0	768	1.3085	0.4098	1.3085	1.1439
0.3444	64.1667	770	1.3027	0.4262	1.3027	1.1414
0.3444	64.3333	772	1.3147	0.4262	1.3147	1.1466
0.3444	64.5	774	1.3401	0.4480	1.3401	1.1576
0.3444	64.6667	776	1.3638	0.4262	1.3638	1.1678
0.3444	64.8333	778	1.3759	0.4262	1.3759	1.1730
0.3444	65.0	780	1.3761	0.4480	1.3761	1.1731
0.3444	65.1667	782	1.3773	0.4688	1.3773	1.1736
0.3444	65.3333	784	1.3680	0.4688	1.3680	1.1696
0.3444	65.5	786	1.3661	0.4688	1.3661	1.1688
0.3444	65.6667	788	1.3506	0.4480	1.3506	1.1621
0.3444	65.8333	790	1.3405	0.4032	1.3405	1.1578
0.3444	66.0	792	1.3480	0.3937	1.3480	1.1610
0.3444	66.1667	794	1.3825	0.3566	1.3825	1.1758
0.3444	66.3333	796	1.4280	0.3664	1.4280	1.1950
0.3444	66.5	798	1.4380	0.3538	1.4380	1.1992
0.3444	66.6667	800	1.4371	0.3566	1.4371	1.1988
0.3444	66.8333	802	1.4495	0.3411	1.4495	1.2039
0.3444	67.0	804	1.4542	0.3411	1.4542	1.2059
0.3444	67.1667	806	1.4462	0.3411	1.4462	1.2026
0.3444	67.3333	808	1.4113	0.4265	1.4113	1.1880
0.3444	67.5	810	1.3704	0.4697	1.3704	1.1707
0.3444	67.6667	812	1.3623	0.4697	1.3623	1.1672
0.3444	67.8333	814	1.3793	0.4427	1.3793	1.1745
0.3444	68.0	816	1.4199	0.3731	1.4199	1.1916
0.3444	68.1667	818	1.4521	0.4234	1.4521	1.2050
0.3444	68.3333	820	1.4686	0.3759	1.4686	1.2119
0.3444	68.5	822	1.4793	0.3556	1.4793	1.2162
0.3444	68.6667	824	1.4865	0.3704	1.4865	1.2192
0.3444	68.8333	826	1.4633	0.3459	1.4633	1.2097
0.3444	69.0	828	1.4527	0.3459	1.4527	1.2053
0.3444	69.1667	830	1.4356	0.3538	1.4356	1.1982
0.3444	69.3333	832	1.4235	0.3906	1.4235	1.1931
0.3444	69.5	834	1.4230	0.3937	1.4230	1.1929
0.3444	69.6667	836	1.4404	0.3226	1.4404	1.2002
0.3444	69.8333	838	1.4615	0.3333	1.4615	1.2089
0.3444	70.0	840	1.4860	0.3281	1.4860	1.2190
0.3444	70.1667	842	1.5249	0.3281	1.5249	1.2349
0.3444	70.3333	844	1.5213	0.3281	1.5213	1.2334

Framework versions

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