ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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: 1.7694
• Qwk: 0.2774
• Mse: 1.7694
• Rmse: 1.3302

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	0.0241	2	6.8759	0.0056	6.8759	2.6222
No log	0.0482	4	4.2885	0.0855	4.2885	2.0709
No log	0.0723	6	3.2947	0.0113	3.2947	1.8151
No log	0.0964	8	2.9135	0.0676	2.9135	1.7069
No log	0.1205	10	2.6622	0.0286	2.6622	1.6316
No log	0.1446	12	2.2137	0.2059	2.2137	1.4878
No log	0.1687	14	2.5607	-0.0134	2.5607	1.6002
No log	0.1928	16	2.7699	0.0265	2.7699	1.6643
No log	0.2169	18	2.3091	0.0451	2.3091	1.5196
No log	0.2410	20	1.9279	0.1273	1.9279	1.3885
No log	0.2651	22	1.8982	0.1636	1.8982	1.3777
No log	0.2892	24	1.8091	0.1284	1.8091	1.3450
No log	0.3133	26	1.6950	0.1869	1.6950	1.3019
No log	0.3373	28	1.6668	0.1698	1.6668	1.2911
No log	0.3614	30	1.6496	0.1714	1.6496	1.2844
No log	0.3855	32	1.6631	0.2143	1.6631	1.2896
No log	0.4096	34	1.5707	0.2301	1.5707	1.2533
No log	0.4337	36	1.4682	0.2301	1.4682	1.2117
No log	0.4578	38	1.4456	0.2301	1.4456	1.2023
No log	0.4819	40	1.4856	0.3415	1.4856	1.2189
No log	0.5060	42	1.5804	0.352	1.5804	1.2571
No log	0.5301	44	1.4811	0.3387	1.4811	1.2170
No log	0.5542	46	1.4318	0.3333	1.4318	1.1966
No log	0.5783	48	1.5377	0.3304	1.5377	1.2400
No log	0.6024	50	1.5349	0.3866	1.5349	1.2389
No log	0.6265	52	1.6214	0.3167	1.6214	1.2734
No log	0.6506	54	1.3629	0.4516	1.3629	1.1674
No log	0.6747	56	1.5460	0.3817	1.5460	1.2434
No log	0.6988	58	1.9671	0.3333	1.9671	1.4025
No log	0.7229	60	1.7730	0.3433	1.7730	1.3315
No log	0.7470	62	1.3731	0.3934	1.3731	1.1718
No log	0.7711	64	1.5305	0.3968	1.5305	1.2371
No log	0.7952	66	1.6924	0.3485	1.6924	1.3009
No log	0.8193	68	1.4874	0.3680	1.4874	1.2196
No log	0.8434	70	1.3806	0.3833	1.3806	1.1750
No log	0.8675	72	1.8440	0.2879	1.8440	1.3579
No log	0.8916	74	2.0109	0.2878	2.0109	1.4181
No log	0.9157	76	1.8683	0.3134	1.8683	1.3669
No log	0.9398	78	1.4901	0.3664	1.4901	1.2207
No log	0.9639	80	1.2704	0.5231	1.2704	1.1271
No log	0.9880	82	1.6798	0.3226	1.6798	1.2961
No log	1.0120	84	2.1698	-0.0164	2.1698	1.4730
No log	1.0361	86	2.0114	0.1471	2.0114	1.4182
No log	1.0602	88	1.8403	0.2774	1.8403	1.3566
No log	1.0843	90	1.5817	0.4154	1.5817	1.2577
No log	1.1084	92	1.5310	0.2069	1.5310	1.2374
No log	1.1325	94	1.5596	0.1622	1.5596	1.2488
No log	1.1566	96	1.5630	0.1682	1.5630	1.2502
No log	1.1807	98	1.5567	0.2182	1.5567	1.2477
No log	1.2048	100	1.5545	0.2632	1.5545	1.2468
No log	1.2289	102	1.5851	0.3411	1.5851	1.2590
No log	1.2530	104	1.4743	0.4122	1.4743	1.2142
No log	1.2771	106	1.3028	0.5373	1.3028	1.1414
No log	1.3012	108	1.3394	0.5113	1.3394	1.1573
No log	1.3253	110	1.4770	0.4444	1.4770	1.2153
No log	1.3494	112	1.5543	0.4211	1.5543	1.2467
No log	1.3735	114	1.5827	0.3971	1.5827	1.2581
No log	1.3976	116	1.7044	0.3235	1.7044	1.3055
No log	1.4217	118	1.6237	0.3582	1.6237	1.2742
No log	1.4458	120	1.4872	0.4211	1.4872	1.2195
No log	1.4699	122	1.5111	0.3881	1.5111	1.2293
No log	1.4940	124	1.7269	0.3407	1.7269	1.3141
No log	1.5181	126	2.1461	0.1583	2.1461	1.4650
No log	1.5422	128	2.2289	0.0303	2.2289	1.4929
No log	1.5663	130	2.1224	0.0310	2.1224	1.4569
No log	1.5904	132	1.9796	0.1452	1.9796	1.4070
No log	1.6145	134	1.8599	0.1653	1.8599	1.3638
No log	1.6386	136	1.8163	0.1983	1.8163	1.3477
No log	1.6627	138	1.8209	0.1983	1.8209	1.3494
No log	1.6867	140	1.9166	0.2687	1.9166	1.3844
No log	1.7108	142	1.9247	0.2695	1.9247	1.3873
No log	1.7349	144	1.8520	0.3000	1.8520	1.3609
No log	1.7590	146	1.9527	0.2695	1.9527	1.3974
No log	1.7831	148	2.0002	0.2535	2.0002	1.4143
No log	1.8072	150	1.8943	0.3121	1.8943	1.3763
No log	1.8313	152	1.7686	0.3143	1.7686	1.3299
No log	1.8554	154	1.8601	0.3121	1.8601	1.3639
No log	1.8795	156	2.0966	0.2254	2.0966	1.4480
No log	1.9036	158	2.2291	0.2098	2.2291	1.4930
No log	1.9277	160	2.1045	0.2098	2.1045	1.4507
No log	1.9518	162	1.7529	0.3284	1.7529	1.3240
No log	1.9759	164	1.4900	0.4	1.4900	1.2207
No log	2.0	166	1.4899	0.3770	1.4899	1.2206
No log	2.0241	168	1.6076	0.3840	1.6076	1.2679
No log	2.0482	170	1.7491	0.3664	1.7491	1.3225
No log	2.0723	172	1.7862	0.2815	1.7862	1.3365
No log	2.0964	174	1.5677	0.4211	1.5677	1.2521
No log	2.1205	176	1.4051	0.3969	1.4051	1.1854
No log	2.1446	178	1.4983	0.4328	1.4983	1.2241
No log	2.1687	180	1.8490	0.2714	1.8490	1.3598
No log	2.1928	182	1.9646	0.2270	1.9646	1.4016
No log	2.2169	184	1.8731	0.2535	1.8731	1.3686
No log	2.2410	186	1.7589	0.3099	1.7589	1.3263
No log	2.2651	188	1.7232	0.3286	1.7232	1.3127
No log	2.2892	190	1.7671	0.2676	1.7671	1.3293
No log	2.3133	192	1.6219	0.3358	1.6219	1.2735
No log	2.3373	194	1.6791	0.3188	1.6791	1.2958
No log	2.3614	196	1.6933	0.3529	1.6933	1.3013
No log	2.3855	198	1.6688	0.3308	1.6688	1.2918
No log	2.4096	200	1.7650	0.3043	1.7650	1.3285
No log	2.4337	202	1.8336	0.2878	1.8336	1.3541
No log	2.4578	204	2.0002	0.2270	2.0002	1.4143
No log	2.4819	206	1.9686	0.2571	1.9686	1.4031
No log	2.5060	208	1.8697	0.3022	1.8697	1.3674
No log	2.5301	210	1.7177	0.3676	1.7177	1.3106
No log	2.5542	212	1.8422	0.3188	1.8422	1.3573
No log	2.5783	214	2.1076	0.2098	2.1076	1.4518
No log	2.6024	216	2.0761	0.2098	2.0761	1.4409
No log	2.6265	218	1.9622	0.2553	1.9622	1.4008
No log	2.6506	220	1.7737	0.2857	1.7737	1.3318
No log	2.6747	222	1.6441	0.3876	1.6441	1.2822
No log	2.6988	224	1.5676	0.3780	1.5676	1.2520
No log	2.7229	226	1.6675	0.3609	1.6675	1.2913
No log	2.7470	228	1.9330	0.2899	1.9330	1.3903
No log	2.7711	230	1.9518	0.2571	1.9518	1.3971
No log	2.7952	232	1.7699	0.3066	1.7699	1.3304
No log	2.8193	234	1.7357	0.3066	1.7357	1.3175
No log	2.8434	236	1.7791	0.3066	1.7791	1.3338
No log	2.8675	238	1.9894	0.2270	1.9894	1.4105
No log	2.8916	240	2.1422	0.2098	2.1422	1.4636
No log	2.9157	242	2.1008	0.2113	2.1008	1.4494
No log	2.9398	244	1.8621	0.2774	1.8621	1.3646
No log	2.9639	246	1.6242	0.3231	1.6242	1.2745
No log	2.9880	248	1.6061	0.3231	1.6061	1.2673
No log	3.0120	250	1.6739	0.3077	1.6739	1.2938
No log	3.0361	252	1.7505	0.2857	1.7505	1.3231
No log	3.0602	254	1.8205	0.3235	1.8205	1.3493
No log	3.0843	256	1.8352	0.3111	1.8352	1.3547
No log	3.1084	258	1.8063	0.3134	1.8063	1.3440
No log	3.1325	260	1.7624	0.3206	1.7624	1.3276
No log	3.1566	262	1.9004	0.2857	1.9004	1.3785
No log	3.1807	264	2.1228	0.1926	2.1228	1.4570
No log	3.2048	266	2.1868	0.1765	2.1868	1.4788
No log	3.2289	268	2.2719	0.1429	2.2719	1.5073
No log	3.2530	270	2.1369	0.2059	2.1369	1.4618
No log	3.2771	272	1.8936	0.2556	1.8936	1.3761
No log	3.3012	274	1.8439	0.3040	1.8439	1.3579
No log	3.3253	276	1.8085	0.2742	1.8085	1.3448
No log	3.3494	278	1.8511	0.2576	1.8511	1.3605
No log	3.3735	280	2.0215	0.2029	2.0215	1.4218
No log	3.3976	282	2.1643	0.1898	2.1643	1.4712
No log	3.4217	284	2.3066	0.2143	2.3066	1.5188
No log	3.4458	286	2.3576	0.1972	2.3576	1.5354
No log	3.4699	288	2.4020	0.2098	2.4020	1.5498
No log	3.4940	290	2.6122	0.1818	2.6122	1.6162
No log	3.5181	292	2.6915	0.1793	2.6915	1.6406
No log	3.5422	294	2.5589	0.1958	2.5589	1.5996
No log	3.5663	296	2.2259	0.2394	2.2259	1.4920
No log	3.5904	298	2.0856	0.2394	2.0856	1.4442
No log	3.6145	300	2.1019	0.2429	2.1019	1.4498
No log	3.6386	302	2.2570	0.1972	2.2570	1.5023
No log	3.6627	304	2.2641	0.1678	2.2641	1.5047
No log	3.6867	306	2.1425	0.2000	2.1425	1.4637
No log	3.7108	308	1.8699	0.2941	1.8699	1.3674
No log	3.7349	310	1.7616	0.3308	1.7616	1.3272
No log	3.7590	312	1.8538	0.2537	1.8538	1.3615
No log	3.7831	314	2.1478	0.1702	2.1478	1.4655
No log	3.8072	316	2.3072	0.1241	2.3072	1.5190
No log	3.8313	318	2.2133	0.1538	2.2133	1.4877
No log	3.8554	320	1.9526	0.2482	1.9526	1.3974
No log	3.8795	322	1.6016	0.3252	1.6016	1.2656
No log	3.9036	324	1.4894	0.4138	1.4894	1.2204
No log	3.9277	326	1.4765	0.3540	1.4765	1.2151
No log	3.9518	328	1.5339	0.3667	1.5339	1.2385
No log	3.9759	330	1.5970	0.3471	1.5970	1.2637
No log	4.0	332	1.6663	0.2927	1.6663	1.2909
No log	4.0241	334	1.7037	0.3360	1.7037	1.3053
No log	4.0482	336	1.7811	0.2857	1.7811	1.3346
No log	4.0723	338	1.8516	0.2985	1.8516	1.3607
No log	4.0964	340	1.9164	0.25	1.9164	1.3843
No log	4.1205	342	1.7651	0.3134	1.7651	1.3286
No log	4.1446	344	1.7687	0.3134	1.7687	1.3299
No log	4.1687	346	1.7371	0.2857	1.7371	1.3180
No log	4.1928	348	1.9169	0.2667	1.9169	1.3845
No log	4.2169	350	1.9985	0.2319	1.9985	1.4137
No log	4.2410	352	1.9541	0.25	1.9541	1.3979
No log	4.2651	354	1.7870	0.2727	1.7870	1.3368
No log	4.2892	356	1.6418	0.3577	1.6418	1.2813
No log	4.3133	358	1.6248	0.3577	1.6248	1.2747
No log	4.3373	360	1.6506	0.3411	1.6506	1.2848
No log	4.3614	362	1.6994	0.3134	1.6994	1.3036
No log	4.3855	364	1.8981	0.2609	1.8981	1.3777
No log	4.4096	366	2.0113	0.2270	2.0113	1.4182
No log	4.4337	368	1.8903	0.2590	1.8903	1.3749
No log	4.4578	370	1.7369	0.2963	1.7369	1.3179
No log	4.4819	372	1.6575	0.3359	1.6575	1.2875
No log	4.5060	374	1.7592	0.2857	1.7592	1.3263
No log	4.5301	376	2.0727	0.2174	2.0727	1.4397
No log	4.5542	378	2.2816	0.2270	2.2816	1.5105
No log	4.5783	380	2.3329	0.2270	2.3329	1.5274
No log	4.6024	382	2.2076	0.2270	2.2076	1.4858
No log	4.6265	384	2.1484	0.2143	2.1484	1.4657
No log	4.6506	386	2.0567	0.2143	2.0567	1.4341
No log	4.6747	388	1.9786	0.2464	1.9786	1.4066
No log	4.6988	390	1.9959	0.2302	1.9959	1.4128
No log	4.7229	392	2.1049	0.2143	2.1049	1.4508
No log	4.7470	394	2.1444	0.2143	2.1444	1.4644
No log	4.7711	396	2.1248	0.2143	2.1248	1.4577
No log	4.7952	398	2.2188	0.2270	2.2188	1.4896
No log	4.8193	400	2.2170	0.2270	2.2170	1.4889
No log	4.8434	402	2.1702	0.2270	2.1702	1.4732
No log	4.8675	404	1.9887	0.2302	1.9887	1.4102
No log	4.8916	406	1.9275	0.2774	1.9275	1.3883
No log	4.9157	408	1.9553	0.2609	1.9553	1.3983
No log	4.9398	410	1.9490	0.2302	1.9490	1.3961
No log	4.9639	412	1.9616	0.2302	1.9616	1.4006
No log	4.9880	414	1.9565	0.2429	1.9565	1.3988
No log	5.0120	416	1.9916	0.2429	1.9916	1.4113
No log	5.0361	418	1.9810	0.2590	1.9810	1.4075
No log	5.0602	420	2.0454	0.2695	2.0454	1.4302
No log	5.0843	422	2.0499	0.2695	2.0499	1.4318
No log	5.1084	424	2.2217	0.2302	2.2217	1.4905
No log	5.1325	426	2.3483	0.2254	2.3483	1.5324
No log	5.1566	428	2.4514	0.2083	2.4514	1.5657
No log	5.1807	430	2.2973	0.2098	2.2973	1.5157
No log	5.2048	432	2.0683	0.2254	2.0683	1.4381
No log	5.2289	434	1.8880	0.2158	1.8880	1.3740
No log	5.2530	436	1.8250	0.2336	1.8250	1.3509
No log	5.2771	438	1.8724	0.2029	1.8724	1.3683
No log	5.3012	440	1.9516	0.2143	1.9516	1.3970
No log	5.3253	442	1.9924	0.2143	1.9924	1.4115
No log	5.3494	444	2.0512	0.2270	2.0512	1.4322
No log	5.3735	446	1.9658	0.2143	1.9658	1.4021
No log	5.3976	448	1.9031	0.2609	1.9031	1.3795
No log	5.4217	450	1.9111	0.2609	1.9111	1.3824
No log	5.4458	452	1.9831	0.2302	1.9831	1.4082
No log	5.4699	454	1.9229	0.2774	1.9229	1.3867
No log	5.4940	456	1.7530	0.2812	1.7530	1.3240
No log	5.5181	458	1.7226	0.2812	1.7226	1.3125
No log	5.5422	460	1.8335	0.2963	1.8335	1.3541
No log	5.5663	462	2.0927	0.2254	2.0927	1.4466
No log	5.5904	464	2.2125	0.2083	2.2125	1.4874
No log	5.6145	466	2.3048	0.2083	2.3048	1.5182
No log	5.6386	468	2.3116	0.2083	2.3116	1.5204
No log	5.6627	470	2.0826	0.2270	2.0826	1.4431
No log	5.6867	472	1.7728	0.2794	1.7728	1.3314
No log	5.7108	474	1.5525	0.4308	1.5525	1.2460
No log	5.7349	476	1.5111	0.4062	1.5111	1.2293
No log	5.7590	478	1.5656	0.4308	1.5656	1.2513
No log	5.7831	480	1.7109	0.3636	1.7109	1.3080
No log	5.8072	482	1.9656	0.2000	1.9656	1.4020
No log	5.8313	484	2.2187	0.1986	2.2187	1.4895
No log	5.8554	486	2.4281	0.1528	2.4281	1.5582
No log	5.8795	488	2.4153	0.1678	2.4153	1.5541
No log	5.9036	490	2.1495	0.2128	2.1495	1.4661
No log	5.9277	492	1.8526	0.3043	1.8526	1.3611
No log	5.9518	494	1.7734	0.3212	1.7734	1.3317
No log	5.9759	496	1.9044	0.2647	1.9044	1.3800
No log	6.0	498	2.0908	0.2143	2.0908	1.4460
0.4627	6.0241	500	2.1379	0.2143	2.1379	1.4622
0.4627	6.0482	502	2.1716	0.1690	2.1716	1.4736
0.4627	6.0723	504	2.1660	0.1690	2.1660	1.4717
0.4627	6.0964	506	2.1211	0.2000	2.1211	1.4564
0.4627	6.1205	508	1.9317	0.2446	1.9317	1.3899
0.4627	6.1446	510	1.6689	0.3556	1.6689	1.2918
0.4627	6.1687	512	1.6177	0.3556	1.6177	1.2719
0.4627	6.1928	514	1.6434	0.3556	1.6434	1.2819
0.4627	6.2169	516	1.7626	0.3088	1.7626	1.3276
0.4627	6.2410	518	2.0032	0.2000	2.0032	1.4153
0.4627	6.2651	520	2.1383	0.2000	2.1383	1.4623
0.4627	6.2892	522	2.1023	0.2000	2.1023	1.4499
0.4627	6.3133	524	1.9789	0.2446	1.9789	1.4067
0.4627	6.3373	526	1.7246	0.3066	1.7246	1.3132
0.4627	6.3614	528	1.5912	0.3433	1.5912	1.2614
0.4627	6.3855	530	1.6254	0.3433	1.6254	1.2749
0.4627	6.4096	532	1.7663	0.2815	1.7663	1.3290
0.4627	6.4337	534	1.9321	0.2336	1.9321	1.3900
0.4627	6.4578	536	2.0037	0.2319	2.0037	1.4155
0.4627	6.4819	538	2.0215	0.2158	2.0215	1.4218
0.4627	6.5060	540	1.8816	0.2707	1.8816	1.3717
0.4627	6.5301	542	1.8325	0.3030	1.8325	1.3537
0.4627	6.5542	544	1.7206	0.3030	1.7206	1.3117
0.4627	6.5783	546	1.6508	0.3636	1.6508	1.2848
0.4627	6.6024	548	1.7400	0.3308	1.7400	1.3191
0.4627	6.6265	550	1.8515	0.2774	1.8515	1.3607
0.4627	6.6506	552	2.0288	0.2158	2.0288	1.4244
0.4627	6.6747	554	2.0339	0.2158	2.0339	1.4261
0.4627	6.6988	556	1.8780	0.2941	1.8780	1.3704
0.4627	6.7229	558	1.7288	0.3182	1.7288	1.3148
0.4627	6.7470	560	1.6794	0.3182	1.6794	1.2959
0.4627	6.7711	562	1.6582	0.3308	1.6582	1.2877
0.4627	6.7952	564	1.5901	0.3582	1.5901	1.2610
0.4627	6.8193	566	1.5078	0.3971	1.5078	1.2279
0.4627	6.8434	568	1.5911	0.3852	1.5911	1.2614
0.4627	6.8675	570	1.6259	0.3676	1.6259	1.2751
0.4627	6.8916	572	1.5982	0.3676	1.5982	1.2642
0.4627	6.9157	574	1.6493	0.3407	1.6493	1.2843
0.4627	6.9398	576	1.6358	0.3407	1.6358	1.2790
0.4627	6.9639	578	1.5839	0.3308	1.5839	1.2585
0.4627	6.9880	580	1.5591	0.3308	1.5591	1.2486
0.4627	7.0120	582	1.6466	0.2857	1.6466	1.2832
0.4627	7.0361	584	1.7228	0.2815	1.7228	1.3126
0.4627	7.0602	586	1.6728	0.3582	1.6728	1.2934
0.4627	7.0843	588	1.6587	0.3852	1.6587	1.2879
0.4627	7.1084	590	1.7178	0.3478	1.7178	1.3106
0.4627	7.1325	592	1.7620	0.3212	1.7620	1.3274
0.4627	7.1566	594	1.8164	0.2446	1.8164	1.3477
0.4627	7.1807	596	1.8587	0.2446	1.8587	1.3633
0.4627	7.2048	598	1.7366	0.3556	1.7366	1.3178
0.4627	7.2289	600	1.6238	0.3636	1.6238	1.2743
0.4627	7.2530	602	1.6059	0.3511	1.6059	1.2672
0.4627	7.2771	604	1.5850	0.3359	1.5850	1.2590
0.4627	7.3012	606	1.5630	0.3817	1.5630	1.2502
0.4627	7.3253	608	1.5237	0.3817	1.5237	1.2344
0.4627	7.3494	610	1.5972	0.3582	1.5972	1.2638
0.4627	7.3735	612	1.7597	0.3259	1.7597	1.3265
0.4627	7.3976	614	1.9546	0.2774	1.9546	1.3981
0.4627	7.4217	616	1.9844	0.2774	1.9844	1.4087
0.4627	7.4458	618	1.8627	0.3111	1.8627	1.3648
0.4627	7.4699	620	1.7243	0.3259	1.7243	1.3131
0.4627	7.4940	622	1.6698	0.3459	1.6698	1.2922
0.4627	7.5181	624	1.5914	0.3846	1.5914	1.2615
0.4627	7.5422	626	1.5577	0.3969	1.5577	1.2481
0.4627	7.5663	628	1.6106	0.3459	1.6106	1.2691
0.4627	7.5904	630	1.7024	0.3134	1.7024	1.3047
0.4627	7.6145	632	1.7426	0.2985	1.7426	1.3201
0.4627	7.6386	634	1.7284	0.2985	1.7284	1.3147
0.4627	7.6627	636	1.7963	0.2985	1.7963	1.3403
0.4627	7.6867	638	1.8270	0.2941	1.8270	1.3517
0.4627	7.7108	640	1.8893	0.2774	1.8893	1.3745
0.4627	7.7349	642	1.9516	0.2609	1.9516	1.3970
0.4627	7.7590	644	1.8888	0.2667	1.8888	1.3743
0.4627	7.7831	646	1.7651	0.2815	1.7651	1.3286
0.4627	7.8072	648	1.7922	0.2815	1.7922	1.3387
0.4627	7.8313	650	1.9240	0.2609	1.9240	1.3871
0.4627	7.8554	652	1.9844	0.2446	1.9844	1.4087
0.4627	7.8795	654	1.9376	0.2734	1.9376	1.3920
0.4627	7.9036	656	1.9542	0.2571	1.9542	1.3979
0.4627	7.9277	658	1.9618	0.2571	1.9618	1.4006
0.4627	7.9518	660	1.9259	0.2609	1.9259	1.3878
0.4627	7.9759	662	1.9630	0.2609	1.9630	1.4011
0.4627	8.0	664	1.8425	0.2815	1.8425	1.3574
0.4627	8.0241	666	1.7689	0.2985	1.7689	1.3300
0.4627	8.0482	668	1.7820	0.2985	1.7820	1.3349
0.4627	8.0723	670	1.8010	0.2985	1.8010	1.3420
0.4627	8.0964	672	1.8402	0.2941	1.8402	1.3565
0.4627	8.1205	674	1.8407	0.2941	1.8407	1.3567
0.4627	8.1446	676	1.8225	0.3111	1.8225	1.3500
0.4627	8.1687	678	1.8046	0.3111	1.8046	1.3434
0.4627	8.1928	680	1.6667	0.3134	1.6667	1.2910
0.4627	8.2169	682	1.6664	0.3134	1.6664	1.2909
0.4627	8.2410	684	1.7395	0.2985	1.7395	1.3189
0.4627	8.2651	686	1.8234	0.2985	1.8234	1.3503
0.4627	8.2892	688	1.9025	0.2774	1.9025	1.3793
0.4627	8.3133	690	1.8041	0.2647	1.8041	1.3432
0.4627	8.3373	692	1.6410	0.3796	1.6410	1.2810
0.4627	8.3614	694	1.5012	0.4511	1.5012	1.2252
0.4627	8.3855	696	1.4539	0.5113	1.4539	1.2058
0.4627	8.4096	698	1.5096	0.4627	1.5096	1.2287
0.4627	8.4337	700	1.6026	0.3308	1.6026	1.2659
0.4627	8.4578	702	1.6801	0.3308	1.6801	1.2962
0.4627	8.4819	704	1.8451	0.2941	1.8451	1.3584
0.4627	8.5060	706	2.0034	0.2609	2.0034	1.4154
0.4627	8.5301	708	2.0921	0.2609	2.0921	1.4464
0.4627	8.5542	710	2.0776	0.2609	2.0776	1.4414
0.4627	8.5783	712	1.9453	0.2941	1.9453	1.3948
0.4627	8.6024	714	1.6971	0.3308	1.6971	1.3027
0.4627	8.6265	716	1.5220	0.4031	1.5220	1.2337
0.4627	8.6506	718	1.4041	0.4603	1.4041	1.1849
0.4627	8.6747	720	1.3721	0.4603	1.3721	1.1713
0.4627	8.6988	722	1.4065	0.4308	1.4065	1.1860
0.4627	8.7229	724	1.5076	0.3910	1.5076	1.2278
0.4627	8.7470	726	1.6236	0.3433	1.6236	1.2742
0.4627	8.7711	728	1.8453	0.2774	1.8453	1.3584
0.4627	8.7952	730	1.9080	0.2609	1.9080	1.3813
0.4627	8.8193	732	1.8610	0.2609	1.8610	1.3642
0.4627	8.8434	734	1.7317	0.3212	1.7317	1.3159
0.4627	8.8675	736	1.6696	0.2941	1.6696	1.2921
0.4627	8.8916	738	1.5103	0.3939	1.5103	1.2290
0.4627	8.9157	740	1.4463	0.4615	1.4463	1.2026
0.4627	8.9398	742	1.5857	0.3433	1.5857	1.2592
0.4627	8.9639	744	1.7891	0.3259	1.7891	1.3376
0.4627	8.9880	746	1.9653	0.2590	1.9653	1.4019
0.4627	9.0120	748	2.0715	0.2429	2.0715	1.4393
0.4627	9.0361	750	2.0913	0.2429	2.0913	1.4461
0.4627	9.0602	752	2.0793	0.2429	2.0793	1.4420
0.4627	9.0843	754	1.9669	0.2609	1.9669	1.4025
0.4627	9.1084	756	1.8064	0.2774	1.8064	1.3440
0.4627	9.1325	758	1.6460	0.3485	1.6460	1.2830
0.4627	9.1566	760	1.5733	0.3411	1.5733	1.2543
0.4627	9.1807	762	1.5944	0.3780	1.5944	1.2627
0.4627	9.2048	764	1.6497	0.3359	1.6497	1.2844
0.4627	9.2289	766	1.7198	0.3308	1.7198	1.3114
0.4627	9.2530	768	1.7802	0.3111	1.7802	1.3343
0.4627	9.2771	770	1.7076	0.2985	1.7076	1.3067
0.4627	9.3012	772	1.6075	0.3433	1.6075	1.2679
0.4627	9.3253	774	1.5563	0.3759	1.5563	1.2475
0.4627	9.3494	776	1.5565	0.3759	1.5565	1.2476
0.4627	9.3735	778	1.5059	0.3969	1.5059	1.2272
0.4627	9.3976	780	1.3897	0.4094	1.3897	1.1789
0.4627	9.4217	782	1.3706	0.4839	1.3706	1.1707
0.4627	9.4458	784	1.4665	0.4122	1.4665	1.2110
0.4627	9.4699	786	1.6264	0.3308	1.6264	1.2753
0.4627	9.4940	788	1.6766	0.3433	1.6766	1.2949
0.4627	9.5181	790	1.7396	0.2941	1.7396	1.3189
0.4627	9.5422	792	1.6254	0.3308	1.6254	1.2749
0.4627	9.5663	794	1.5890	0.3636	1.5890	1.2606
0.4627	9.5904	796	1.5291	0.3817	1.5291	1.2366
0.4627	9.6145	798	1.5916	0.3308	1.5916	1.2616
0.4627	9.6386	800	1.6003	0.3704	1.6003	1.2650
0.4627	9.6627	802	1.5891	0.3704	1.5891	1.2606
0.4627	9.6867	804	1.5484	0.4234	1.5484	1.2443
0.4627	9.7108	806	1.4689	0.4296	1.4689	1.2120
0.4627	9.7349	808	1.4658	0.4627	1.4658	1.2107
0.4627	9.7590	810	1.5421	0.4234	1.5421	1.2418
0.4627	9.7831	812	1.5831	0.3971	1.5831	1.2582
0.4627	9.8072	814	1.5623	0.3704	1.5623	1.2499
0.4627	9.8313	816	1.6402	0.3433	1.6402	1.2807
0.4627	9.8554	818	1.7346	0.3111	1.7346	1.3170
0.4627	9.8795	820	1.6972	0.3111	1.6972	1.3028
0.4627	9.9036	822	1.5603	0.3485	1.5603	1.2491
0.4627	9.9277	824	1.4627	0.4122	1.4627	1.2094
0.4627	9.9518	826	1.4187	0.4	1.4187	1.1911
0.4627	9.9759	828	1.5432	0.3788	1.5432	1.2423
0.4627	10.0	830	1.7570	0.3088	1.7570	1.3255
0.4627	10.0241	832	1.8062	0.3088	1.8062	1.3440
0.4627	10.0482	834	1.6572	0.3407	1.6572	1.2873
0.4627	10.0723	836	1.5844	0.3582	1.5844	1.2587
0.4627	10.0964	838	1.5171	0.3759	1.5171	1.2317
0.4627	10.1205	840	1.5916	0.3582	1.5916	1.2616
0.4627	10.1446	842	1.5952	0.3308	1.5952	1.2630
0.4627	10.1687	844	1.5139	0.3308	1.5139	1.2304
0.4627	10.1928	846	1.5165	0.3636	1.5165	1.2314
0.4627	10.2169	848	1.6010	0.3636	1.6010	1.2653
0.4627	10.2410	850	1.5814	0.3636	1.5814	1.2575
0.4627	10.2651	852	1.6287	0.3359	1.6287	1.2762
0.4627	10.2892	854	1.8101	0.2985	1.8101	1.3454
0.4627	10.3133	856	1.9521	0.2336	1.9521	1.3972
0.4627	10.3373	858	1.9408	0.2336	1.9408	1.3931
0.4627	10.3614	860	1.8200	0.2985	1.8200	1.3491
0.4627	10.3855	862	1.7004	0.2985	1.7004	1.3040
0.4627	10.4096	864	1.6098	0.3308	1.6098	1.2688
0.4627	10.4337	866	1.5316	0.3692	1.5316	1.2376
0.4627	10.4578	868	1.5634	0.3359	1.5634	1.2504
0.4627	10.4819	870	1.6714	0.3259	1.6714	1.2928
0.4627	10.5060	872	1.8285	0.2174	1.8285	1.3522
0.4627	10.5301	874	1.8817	0.2000	1.8817	1.3717
0.4627	10.5542	876	1.7919	0.2446	1.7918	1.3386
0.4627	10.5783	878	1.6863	0.3259	1.6863	1.2986
0.4627	10.6024	880	1.6333	0.3433	1.6333	1.2780
0.4627	10.6265	882	1.6255	0.3433	1.6255	1.2750
0.4627	10.6506	884	1.6748	0.3433	1.6748	1.2942
0.4627	10.6747	886	1.7112	0.3433	1.7112	1.3081
0.4627	10.6988	888	1.6072	0.3433	1.6072	1.2678
0.4627	10.7229	890	1.5760	0.3485	1.5760	1.2554
0.4627	10.7470	892	1.5453	0.3721	1.5453	1.2431
0.4627	10.7711	894	1.6173	0.3359	1.6173	1.2717
0.4627	10.7952	896	1.6610	0.3308	1.6610	1.2888
0.4627	10.8193	898	1.6568	0.3158	1.6568	1.2872
0.4627	10.8434	900	1.6238	0.3385	1.6238	1.2743
0.4627	10.8675	902	1.5088	0.4	1.5088	1.2283
0.4627	10.8916	904	1.4356	0.4286	1.4356	1.1982
0.4627	10.9157	906	1.4430	0.4286	1.4430	1.2012
0.4627	10.9398	908	1.5115	0.4341	1.5115	1.2294
0.4627	10.9639	910	1.6191	0.3511	1.6191	1.2725
0.4627	10.9880	912	1.6592	0.3511	1.6592	1.2881
0.4627	11.0120	914	1.5725	0.3511	1.5725	1.2540
0.4627	11.0361	916	1.5528	0.3788	1.5528	1.2461
0.4627	11.0602	918	1.5807	0.3459	1.5807	1.2572
0.4627	11.0843	920	1.5592	0.3459	1.5592	1.2487
0.4627	11.1084	922	1.4997	0.3939	1.4997	1.2246
0.4627	11.1325	924	1.5494	0.3788	1.5494	1.2448
0.4627	11.1566	926	1.6697	0.3556	1.6697	1.2922
0.4627	11.1807	928	1.8117	0.2941	1.8117	1.3460
0.4627	11.2048	930	1.8957	0.2174	1.8957	1.3768
0.4627	11.2289	932	1.8559	0.25	1.8559	1.3623
0.4627	11.2530	934	1.7275	0.3206	1.7275	1.3144
0.4627	11.2771	936	1.6499	0.368	1.6499	1.2845
0.4627	11.3012	938	1.6065	0.368	1.6065	1.2675
0.4627	11.3253	940	1.6124	0.3566	1.6124	1.2698
0.4627	11.3494	942	1.7030	0.3284	1.7030	1.3050
0.4627	11.3735	944	1.7780	0.2774	1.7780	1.3334
0.4627	11.3976	946	1.7410	0.2941	1.7410	1.3195
0.4627	11.4217	948	1.8231	0.2609	1.8231	1.3502
0.4627	11.4458	950	1.9526	0.2158	1.9526	1.3973
0.4627	11.4699	952	2.0587	0.2000	2.0587	1.4348
0.4627	11.4940	954	2.0016	0.2158	2.0016	1.4148
0.4627	11.5181	956	1.9190	0.2319	1.9190	1.3853
0.4627	11.5422	958	1.7839	0.3008	1.7839	1.3356
0.4627	11.5663	960	1.7066	0.3158	1.7066	1.3064
0.4627	11.5904	962	1.7716	0.3284	1.7716	1.3310
0.4627	11.6145	964	1.8519	0.2774	1.8519	1.3608
0.4627	11.6386	966	1.9337	0.2429	1.9337	1.3906
0.4627	11.6627	968	2.0328	0.2000	2.0328	1.4257
0.4627	11.6867	970	1.9811	0.2000	1.9811	1.4075
0.4627	11.7108	972	1.8132	0.2836	1.8132	1.3465
0.4627	11.7349	974	1.7180	0.2707	1.7180	1.3107
0.4627	11.7590	976	1.7025	0.2707	1.7025	1.3048
0.4627	11.7831	978	1.6835	0.2879	1.6835	1.2975
0.4627	11.8072	980	1.7000	0.2985	1.7000	1.3038
0.4627	11.8313	982	1.7615	0.2609	1.7615	1.3272
0.4627	11.8554	984	2.0139	0.2394	2.0139	1.4191
0.4627	11.8795	986	2.1020	0.2238	2.1020	1.4498
0.4627	11.9036	988	1.9681	0.2590	1.9681	1.4029
0.4627	11.9277	990	1.8031	0.2590	1.8031	1.3428
0.4627	11.9518	992	1.7146	0.2647	1.7146	1.3094
0.4627	11.9759	994	1.7809	0.2609	1.7809	1.3345
0.4627	12.0	996	1.8143	0.2590	1.8143	1.3470
0.4627	12.0241	998	1.7025	0.2985	1.7025	1.3048
0.0808	12.0482	1000	1.5661	0.4409	1.5661	1.2515
0.0808	12.0723	1002	1.5164	0.4320	1.5164	1.2314
0.0808	12.0964	1004	1.5463	0.4320	1.5463	1.2435
0.0808	12.1205	1006	1.5815	0.4409	1.5815	1.2576
0.0808	12.1446	1008	1.6462	0.3308	1.6462	1.2830
0.0808	12.1687	1010	1.7694	0.2774	1.7694	1.3302

Framework versions

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