ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_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: 1.8676
• Qwk: 0.2878
• Mse: 1.8676
• Rmse: 1.3666

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	0.1111	2	7.3802	-0.0162	7.3802	2.7167
No log	0.2222	4	4.8968	0.0637	4.8968	2.2129
No log	0.3333	6	4.3781	-0.0563	4.3781	2.0924
No log	0.4444	8	4.2771	-0.1221	4.2771	2.0681
No log	0.5556	10	2.7427	0.0694	2.7427	1.6561
No log	0.6667	12	2.0673	0.2308	2.0673	1.4378
No log	0.7778	14	1.9025	0.272	1.9025	1.3793
No log	0.8889	16	1.8342	0.2783	1.8342	1.3543
No log	1.0	18	1.9316	0.2353	1.9316	1.3898
No log	1.1111	20	1.7951	0.3186	1.7951	1.3398
No log	1.2222	22	1.8997	0.3220	1.8997	1.3783
No log	1.3333	24	1.7491	0.3559	1.7491	1.3225
No log	1.4444	26	1.6619	0.3036	1.6619	1.2891
No log	1.5556	28	1.7512	0.2759	1.7512	1.3233
No log	1.6667	30	2.0653	0.2406	2.0653	1.4371
No log	1.7778	32	1.7500	0.3390	1.7500	1.3229
No log	1.8889	34	1.5867	0.2593	1.5867	1.2596
No log	2.0	36	1.6319	0.3419	1.6319	1.2775
No log	2.1111	38	1.5341	0.2936	1.5341	1.2386
No log	2.2222	40	1.4222	0.1714	1.4222	1.1926
No log	2.3333	42	1.3754	0.2430	1.3754	1.1728
No log	2.4444	44	1.3521	0.2778	1.3521	1.1628
No log	2.5556	46	1.3564	0.2430	1.3564	1.1646
No log	2.6667	48	1.4577	0.3419	1.4577	1.2073
No log	2.7778	50	1.3725	0.3103	1.3725	1.1715
No log	2.8889	52	1.3130	0.3684	1.3130	1.1458
No log	3.0	54	1.3333	0.4	1.3333	1.1547
No log	3.1111	56	1.3394	0.3932	1.3394	1.1573
No log	3.2222	58	1.4020	0.3932	1.4020	1.1841
No log	3.3333	60	1.2934	0.4068	1.2934	1.1373
No log	3.4444	62	1.2289	0.5000	1.2289	1.1085
No log	3.5556	64	1.3354	0.4211	1.3354	1.1556
No log	3.6667	66	1.4047	0.3419	1.4047	1.1852
No log	3.7778	68	1.4850	0.3607	1.4850	1.2186
No log	3.8889	70	1.6312	0.2791	1.6312	1.2772
No log	4.0	72	1.5549	0.3438	1.5549	1.2469
No log	4.1111	74	1.4099	0.4194	1.4099	1.1874
No log	4.2222	76	1.3606	0.3559	1.3606	1.1664
No log	4.3333	78	1.3771	0.4496	1.3771	1.1735
No log	4.4444	80	1.6558	0.2923	1.6558	1.2868
No log	4.5556	82	1.6997	0.2560	1.6997	1.3037
No log	4.6667	84	1.3429	0.4127	1.3429	1.1588
No log	4.7778	86	1.2625	0.5484	1.2625	1.1236
No log	4.8889	88	1.5951	0.3360	1.5951	1.2630
No log	5.0	90	2.2874	-0.0175	2.2874	1.5124
No log	5.1111	92	2.2620	0.0	2.2620	1.5040
No log	5.2222	94	1.8653	0.1575	1.8653	1.3658
No log	5.3333	96	1.5285	0.3788	1.5285	1.2363
No log	5.4444	98	1.5321	0.3582	1.5321	1.2378
No log	5.5556	100	1.6915	0.2734	1.6915	1.3006
No log	5.6667	102	1.8550	0.2553	1.8550	1.3620
No log	5.7778	104	1.8276	0.2394	1.8276	1.3519
No log	5.8889	106	1.6222	0.3308	1.6222	1.2737
No log	6.0	108	1.5531	0.3594	1.5531	1.2462
No log	6.1111	110	1.5954	0.3780	1.5954	1.2631
No log	6.2222	112	1.5939	0.3636	1.5939	1.2625
No log	6.3333	114	1.6185	0.3025	1.6185	1.2722
No log	6.4444	116	1.5603	0.3770	1.5603	1.2491
No log	6.5556	118	1.5229	0.3594	1.5229	1.2341
No log	6.6667	120	1.4551	0.3566	1.4551	1.2063
No log	6.7778	122	1.3757	0.4394	1.3757	1.1729
No log	6.8889	124	1.5175	0.3582	1.5175	1.2319
No log	7.0	126	1.6693	0.3066	1.6693	1.2920
No log	7.1111	128	1.8064	0.2714	1.8064	1.3440
No log	7.2222	130	1.7497	0.2754	1.7497	1.3228
No log	7.3333	132	1.6709	0.3043	1.6709	1.2927
No log	7.4444	134	1.8493	0.2429	1.8493	1.3599
No log	7.5556	136	1.8387	0.2429	1.8387	1.3560
No log	7.6667	138	1.8739	0.2429	1.8739	1.3689
No log	7.7778	140	1.7370	0.3259	1.7370	1.3180
No log	7.8889	142	1.4970	0.3333	1.4970	1.2235
No log	8.0	144	1.4818	0.3333	1.4818	1.2173
No log	8.1111	146	1.5904	0.3411	1.5904	1.2611
No log	8.2222	148	1.8907	0.2553	1.8907	1.3750
No log	8.3333	150	1.8642	0.2714	1.8642	1.3654
No log	8.4444	152	1.6979	0.2815	1.6979	1.3030
No log	8.5556	154	1.8786	0.2878	1.8786	1.3706
No log	8.6667	156	2.0534	0.2378	2.0534	1.4330
No log	8.7778	158	2.0213	0.2394	2.0213	1.4217
No log	8.8889	160	1.7580	0.3088	1.7580	1.3259
No log	9.0	162	1.6967	0.3008	1.6967	1.3026
No log	9.1111	164	1.8457	0.2879	1.8457	1.3586
No log	9.2222	166	2.0155	0.1562	2.0155	1.4197
No log	9.3333	168	2.0016	0.1679	2.0016	1.4148
No log	9.4444	170	1.7958	0.2923	1.7958	1.3401
No log	9.5556	172	1.4351	0.4	1.4351	1.1979
No log	9.6667	174	1.3609	0.4553	1.3609	1.1666
No log	9.7778	176	1.4306	0.4390	1.4306	1.1961
No log	9.8889	178	1.5618	0.3438	1.5618	1.2497
No log	10.0	180	1.7078	0.3308	1.7078	1.3068
No log	10.1111	182	1.7535	0.2556	1.7535	1.3242
No log	10.2222	184	1.7086	0.2923	1.7086	1.3071
No log	10.3333	186	1.6156	0.3307	1.6156	1.2711
No log	10.4444	188	1.5351	0.3636	1.5351	1.2390
No log	10.5556	190	1.5409	0.3443	1.5409	1.2413
No log	10.6667	192	1.6558	0.3333	1.6558	1.2868
No log	10.7778	194	1.8065	0.3382	1.8065	1.3441
No log	10.8889	196	1.7515	0.3206	1.7515	1.3234
No log	11.0	198	1.6325	0.3359	1.6325	1.2777
No log	11.1111	200	1.5805	0.3438	1.5805	1.2572
No log	11.2222	202	1.6055	0.3438	1.6055	1.2671
No log	11.3333	204	1.5941	0.3438	1.5941	1.2626
No log	11.4444	206	1.5152	0.3906	1.5152	1.2309
No log	11.5556	208	1.4846	0.3721	1.4846	1.2185
No log	11.6667	210	1.5703	0.3636	1.5703	1.2531
No log	11.7778	212	1.5963	0.3636	1.5963	1.2634
No log	11.8889	214	1.7815	0.3043	1.7815	1.3347
No log	12.0	216	2.0245	0.1986	2.0245	1.4229
No log	12.1111	218	2.0098	0.2143	2.0098	1.4177
No log	12.2222	220	1.7099	0.3284	1.7099	1.3076
No log	12.3333	222	1.5740	0.3206	1.5740	1.2546
No log	12.4444	224	1.5596	0.3411	1.5596	1.2488
No log	12.5556	226	1.7139	0.3235	1.7139	1.3092
No log	12.6667	228	1.9141	0.2734	1.9141	1.3835
No log	12.7778	230	2.0735	0.2714	2.0735	1.4400
No log	12.8889	232	2.2192	0.2083	2.2192	1.4897
No log	13.0	234	2.0611	0.2714	2.0611	1.4357
No log	13.1111	236	1.6787	0.3066	1.6787	1.2956
No log	13.2222	238	1.5284	0.3609	1.5284	1.2363
No log	13.3333	240	1.5342	0.3609	1.5342	1.2386
No log	13.4444	242	1.6736	0.3407	1.6736	1.2937
No log	13.5556	244	1.7067	0.3407	1.7067	1.3064
No log	13.6667	246	1.6955	0.3308	1.6955	1.3021
No log	13.7778	248	1.5816	0.3333	1.5816	1.2576
No log	13.8889	250	1.5373	0.4031	1.5373	1.2399
No log	14.0	252	1.6483	0.3538	1.6483	1.2839
No log	14.1111	254	1.7350	0.3333	1.7350	1.3172
No log	14.2222	256	1.6689	0.3308	1.6689	1.2919
No log	14.3333	258	1.7222	0.3111	1.7222	1.3123
No log	14.4444	260	1.9139	0.2609	1.9139	1.3834
No log	14.5556	262	2.0003	0.2446	2.0003	1.4143
No log	14.6667	264	1.8924	0.2774	1.8924	1.3756
No log	14.7778	266	1.8140	0.3088	1.8140	1.3468
No log	14.8889	268	1.8132	0.2836	1.8132	1.3466
No log	15.0	270	1.9488	0.2899	1.9488	1.3960
No log	15.1111	272	2.0171	0.2571	2.0171	1.4202
No log	15.2222	274	2.1301	0.2254	2.1301	1.4595
No log	15.3333	276	2.0946	0.2571	2.0946	1.4473
No log	15.4444	278	1.9270	0.25	1.9270	1.3882
No log	15.5556	280	1.8778	0.2647	1.8778	1.3703
No log	15.6667	282	1.9712	0.2754	1.9712	1.4040
No log	15.7778	284	2.0560	0.2590	2.0560	1.4339
No log	15.8889	286	2.1409	0.2429	2.1409	1.4632
No log	16.0	288	2.0894	0.2464	2.0894	1.4455
No log	16.1111	290	1.9803	0.2963	1.9803	1.4072
No log	16.2222	292	1.8301	0.2901	1.8301	1.3528
No log	16.3333	294	1.6961	0.2880	1.6961	1.3024
No log	16.4444	296	1.6703	0.2923	1.6703	1.2924
No log	16.5556	298	1.7917	0.3407	1.7917	1.3385
No log	16.6667	300	2.0426	0.2411	2.0426	1.4292
No log	16.7778	302	2.2768	0.1806	2.2768	1.5089
No log	16.8889	304	2.3115	0.1806	2.3115	1.5203
No log	17.0	306	2.1511	0.2098	2.1511	1.4667
No log	17.1111	308	1.8722	0.2794	1.8722	1.3683
No log	17.2222	310	1.7203	0.2903	1.7203	1.3116
No log	17.3333	312	1.6427	0.2689	1.6427	1.2817
No log	17.4444	314	1.6639	0.2810	1.6639	1.2899
No log	17.5556	316	1.7387	0.3411	1.7387	1.3186
No log	17.6667	318	1.8891	0.2774	1.8891	1.3745
No log	17.7778	320	2.0201	0.2899	2.0201	1.4213
No log	17.8889	322	2.1543	0.1806	2.1543	1.4678
No log	18.0	324	2.1288	0.2270	2.1288	1.4591
No log	18.1111	326	1.9863	0.2899	1.9863	1.4094
No log	18.2222	328	1.7213	0.3053	1.7213	1.3120
No log	18.3333	330	1.5499	0.3577	1.5499	1.2449
No log	18.4444	332	1.5257	0.3729	1.5257	1.2352
No log	18.5556	334	1.5795	0.3333	1.5795	1.2568
No log	18.6667	336	1.6964	0.3664	1.6964	1.3024
No log	18.7778	338	1.7877	0.3259	1.7877	1.3370
No log	18.8889	340	1.9799	0.2734	1.9799	1.4071
No log	19.0	342	2.1321	0.2270	2.1321	1.4602
No log	19.1111	344	2.1388	0.1986	2.1388	1.4624
No log	19.2222	346	1.9582	0.2754	1.9582	1.3994
No log	19.3333	348	1.7270	0.3259	1.7270	1.3141
No log	19.4444	350	1.7101	0.3158	1.7101	1.3077
No log	19.5556	352	1.8284	0.3259	1.8284	1.3522
No log	19.6667	354	1.9954	0.2590	1.9954	1.4126
No log	19.7778	356	2.1120	0.2286	2.1120	1.4533
No log	19.8889	358	2.0448	0.2286	2.0448	1.4300
No log	20.0	360	1.9063	0.2920	1.9063	1.3807
No log	20.1111	362	1.7586	0.3182	1.7586	1.3261
No log	20.2222	364	1.7211	0.3256	1.7211	1.3119
No log	20.3333	366	1.7426	0.3182	1.7426	1.3201
No log	20.4444	368	1.7162	0.3182	1.7162	1.3100
No log	20.5556	370	1.7469	0.3158	1.7469	1.3217
No log	20.6667	372	1.8523	0.3284	1.8523	1.3610
No log	20.7778	374	1.8971	0.2963	1.8971	1.3774
No log	20.8889	376	1.9395	0.2519	1.9395	1.3927
No log	21.0	378	1.8568	0.2857	1.8568	1.3626
No log	21.1111	380	1.6935	0.3226	1.6935	1.3014
No log	21.2222	382	1.6068	0.3636	1.6068	1.2676
No log	21.3333	384	1.5754	0.3740	1.5754	1.2551
No log	21.4444	386	1.6266	0.3385	1.6266	1.2754
No log	21.5556	388	1.7450	0.3088	1.7450	1.3210
No log	21.6667	390	1.8107	0.2754	1.8107	1.3456
No log	21.7778	392	1.8986	0.2774	1.8986	1.3779
No log	21.8889	394	1.8804	0.2774	1.8804	1.3713
No log	22.0	396	1.7862	0.2963	1.7862	1.3365
No log	22.1111	398	1.6898	0.3053	1.6898	1.2999
No log	22.2222	400	1.5893	0.3125	1.5893	1.2607
No log	22.3333	402	1.5878	0.3721	1.5878	1.2601
No log	22.4444	404	1.6366	0.3459	1.6366	1.2793
No log	22.5556	406	1.6476	0.3459	1.6476	1.2836
No log	22.6667	408	1.7642	0.3212	1.7642	1.3282
No log	22.7778	410	1.9127	0.2571	1.9127	1.3830
No log	22.8889	412	1.9131	0.2734	1.9131	1.3832
No log	23.0	414	1.8114	0.2899	1.8114	1.3459
No log	23.1111	416	1.8304	0.2899	1.8304	1.3529
No log	23.2222	418	1.8691	0.2899	1.8691	1.3672
No log	23.3333	420	1.9038	0.2878	1.9038	1.3798
No log	23.4444	422	1.8529	0.3259	1.8529	1.3612
No log	23.5556	424	1.7542	0.3333	1.7542	1.3245
No log	23.6667	426	1.6665	0.3538	1.6665	1.2909
No log	23.7778	428	1.6984	0.3333	1.6984	1.3032
No log	23.8889	430	1.7794	0.3259	1.7794	1.3339
No log	24.0	432	1.9187	0.2571	1.9187	1.3852
No log	24.1111	434	2.0710	0.2411	2.0710	1.4391
No log	24.2222	436	2.0886	0.2411	2.0886	1.4452
No log	24.3333	438	1.9682	0.2411	1.9682	1.4029
No log	24.4444	440	1.9196	0.2286	1.9196	1.3855
No log	24.5556	442	1.9328	0.2286	1.9328	1.3902
No log	24.6667	444	1.8717	0.2920	1.8717	1.3681
No log	24.7778	446	1.7056	0.3134	1.7056	1.3060
No log	24.8889	448	1.6165	0.3636	1.6165	1.2714
No log	25.0	450	1.6520	0.3636	1.6520	1.2853
No log	25.1111	452	1.7443	0.3407	1.7443	1.3207
No log	25.2222	454	1.8593	0.3382	1.8593	1.3635
No log	25.3333	456	1.8971	0.2899	1.8971	1.3774
No log	25.4444	458	1.8157	0.3066	1.8157	1.3475
No log	25.5556	460	1.6916	0.3385	1.6916	1.3006
No log	25.6667	462	1.7017	0.3359	1.7017	1.3045
No log	25.7778	464	1.7971	0.2963	1.7971	1.3406
No log	25.8889	466	1.8494	0.2899	1.8494	1.3599
No log	26.0	468	1.8433	0.2899	1.8433	1.3577
No log	26.1111	470	1.8757	0.2734	1.8757	1.3695
No log	26.2222	472	1.8144	0.3088	1.8144	1.3470
No log	26.3333	474	1.7211	0.3459	1.7211	1.3119
No log	26.4444	476	1.6815	0.3636	1.6815	1.2967
No log	26.5556	478	1.7329	0.3111	1.7329	1.3164
No log	26.6667	480	1.8001	0.3088	1.8001	1.3417
No log	26.7778	482	1.8926	0.2878	1.8926	1.3757
No log	26.8889	484	2.1160	0.2394	2.1160	1.4547
No log	27.0	486	2.2281	0.1806	2.2281	1.4927
No log	27.1111	488	2.1271	0.2254	2.1271	1.4584
No log	27.2222	490	1.9859	0.2571	1.9859	1.4092
No log	27.3333	492	1.7817	0.3043	1.7817	1.3348
No log	27.4444	494	1.6987	0.3333	1.6987	1.3033
No log	27.5556	496	1.6560	0.3206	1.6560	1.2868
No log	27.6667	498	1.7109	0.3158	1.7109	1.3080
0.3407	27.7778	500	1.8232	0.2878	1.8232	1.3503
0.3407	27.8889	502	1.9636	0.2878	1.9636	1.4013
0.3407	28.0	504	1.9761	0.2878	1.9761	1.4057
0.3407	28.1111	506	1.8620	0.2878	1.8620	1.3646
0.3407	28.2222	508	1.7278	0.3284	1.7278	1.3145
0.3407	28.3333	510	1.6860	0.3053	1.6860	1.2984
0.3407	28.4444	512	1.7601	0.3284	1.7601	1.3267
0.3407	28.5556	514	1.7428	0.3284	1.7428	1.3202
0.3407	28.6667	516	1.6572	0.3053	1.6572	1.2873
0.3407	28.7778	518	1.6386	0.3053	1.6386	1.2801
0.3407	28.8889	520	1.6706	0.3053	1.6706	1.2925
0.3407	29.0	522	1.7139	0.3182	1.7139	1.3091
0.3407	29.1111	524	1.8664	0.3043	1.8664	1.3662
0.3407	29.2222	526	1.9661	0.2878	1.9661	1.4022
0.3407	29.3333	528	1.9558	0.2878	1.9558	1.3985
0.3407	29.4444	530	1.9272	0.2878	1.9272	1.3882
0.3407	29.5556	532	1.8294	0.3043	1.8294	1.3526
0.3407	29.6667	534	1.6924	0.3459	1.6924	1.3009
0.3407	29.7778	536	1.6843	0.3459	1.6843	1.2978
0.3407	29.8889	538	1.7450	0.3066	1.7450	1.3210
0.3407	30.0	540	1.9186	0.2878	1.9186	1.3851
0.3407	30.1111	542	2.0044	0.2714	2.0044	1.4158
0.3407	30.2222	544	1.9222	0.2754	1.9222	1.3864
0.3407	30.3333	546	1.7730	0.3088	1.7730	1.3315
0.3407	30.4444	548	1.6443	0.3511	1.6443	1.2823
0.3407	30.5556	550	1.5803	0.3231	1.5803	1.2571
0.3407	30.6667	552	1.5929	0.3256	1.5929	1.2621
0.3407	30.7778	554	1.6205	0.3256	1.6205	1.2730
0.3407	30.8889	556	1.6933	0.3433	1.6933	1.3013
0.3407	31.0	558	1.7839	0.3259	1.7839	1.3356
0.3407	31.1111	560	1.7964	0.3259	1.7964	1.3403
0.3407	31.2222	562	1.7411	0.3459	1.7411	1.3195
0.3407	31.3333	564	1.7086	0.2969	1.7086	1.3071
0.3407	31.4444	566	1.7541	0.3385	1.7541	1.3244
0.3407	31.5556	568	1.8841	0.2774	1.8841	1.3726
0.3407	31.6667	570	2.0127	0.2254	2.0127	1.4187
0.3407	31.7778	572	2.0924	0.2254	2.0924	1.4465
0.3407	31.8889	574	2.0403	0.2254	2.0403	1.4284
0.3407	32.0	576	1.8651	0.2899	1.8651	1.3657
0.3407	32.1111	578	1.6948	0.3459	1.6948	1.3019
0.3407	32.2222	580	1.6687	0.3636	1.6687	1.2918
0.3407	32.3333	582	1.7215	0.3459	1.7215	1.3120
0.3407	32.4444	584	1.8690	0.3043	1.8690	1.3671
0.3407	32.5556	586	1.9503	0.2878	1.9503	1.3965
0.3407	32.6667	588	1.9117	0.2878	1.9117	1.3826
0.3407	32.7778	590	1.8154	0.3382	1.8154	1.3474
0.3407	32.8889	592	1.7559	0.3556	1.7559	1.3251
0.3407	33.0	594	1.7641	0.3259	1.7641	1.3282
0.3407	33.1111	596	1.8423	0.3212	1.8423	1.3573
0.3407	33.2222	598	1.9534	0.2571	1.9534	1.3976
0.3407	33.3333	600	2.0161	0.2270	2.0161	1.4199
0.3407	33.4444	602	1.9818	0.2571	1.9818	1.4078
0.3407	33.5556	604	1.9048	0.3043	1.9048	1.3801
0.3407	33.6667	606	1.7968	0.3433	1.7968	1.3404
0.3407	33.7778	608	1.7588	0.3433	1.7588	1.3262
0.3407	33.8889	610	1.7758	0.3433	1.7758	1.3326
0.3407	34.0	612	1.7736	0.3433	1.7736	1.3318
0.3407	34.1111	614	1.7897	0.3433	1.7897	1.3378
0.3407	34.2222	616	1.8092	0.3382	1.8092	1.3450
0.3407	34.3333	618	1.8051	0.3382	1.8051	1.3435
0.3407	34.4444	620	1.7688	0.3259	1.7688	1.3299
0.3407	34.5556	622	1.6612	0.3433	1.6612	1.2889
0.3407	34.6667	624	1.5768	0.3538	1.5768	1.2557
0.3407	34.7778	626	1.5298	0.3651	1.5298	1.2369
0.3407	34.8889	628	1.5267	0.3651	1.5267	1.2356
0.3407	35.0	630	1.6349	0.3433	1.6349	1.2786
0.3407	35.1111	632	1.8262	0.3212	1.8262	1.3514
0.3407	35.2222	634	1.9351	0.2899	1.9351	1.3911
0.3407	35.3333	636	1.9278	0.2899	1.9278	1.3885
0.3407	35.4444	638	1.8335	0.3212	1.8335	1.3541
0.3407	35.5556	640	1.8235	0.3212	1.8235	1.3504
0.3407	35.6667	642	1.8212	0.3212	1.8212	1.3495
0.3407	35.7778	644	1.7775	0.3556	1.7775	1.3332
0.3407	35.8889	646	1.7386	0.3433	1.7386	1.3186
0.3407	36.0	648	1.7946	0.3433	1.7946	1.3396
0.3407	36.1111	650	1.8069	0.3433	1.8069	1.3442
0.3407	36.2222	652	1.8213	0.3556	1.8213	1.3496
0.3407	36.3333	654	1.8428	0.3382	1.8427	1.3575
0.3407	36.4444	656	1.7960	0.3556	1.7960	1.3402
0.3407	36.5556	658	1.7792	0.3433	1.7792	1.3339
0.3407	36.6667	660	1.8356	0.3382	1.8356	1.3548
0.3407	36.7778	662	1.9274	0.2590	1.9274	1.3883
0.3407	36.8889	664	1.9790	0.2429	1.9790	1.4068
0.3407	37.0	666	1.9171	0.2590	1.9171	1.3846
0.3407	37.1111	668	1.8091	0.3259	1.8091	1.3450
0.3407	37.2222	670	1.7081	0.3459	1.7081	1.3069
0.3407	37.3333	672	1.6997	0.3359	1.6997	1.3037
0.3407	37.4444	674	1.7348	0.3459	1.7348	1.3171
0.3407	37.5556	676	1.8020	0.3259	1.8020	1.3424
0.3407	37.6667	678	1.8540	0.3066	1.8540	1.3616
0.3407	37.7778	680	1.8188	0.3382	1.8188	1.3486
0.3407	37.8889	682	1.7297	0.3433	1.7297	1.3152
0.3407	38.0	684	1.6461	0.3433	1.6461	1.2830
0.3407	38.1111	686	1.5612	0.3281	1.5612	1.2495
0.3407	38.2222	688	1.5330	0.3360	1.5330	1.2381
0.3407	38.3333	690	1.5753	0.3281	1.5753	1.2551
0.3407	38.4444	692	1.6758	0.3433	1.6758	1.2945
0.3407	38.5556	694	1.7667	0.3556	1.7667	1.3292
0.3407	38.6667	696	1.7758	0.3556	1.7758	1.3326
0.3407	38.7778	698	1.8147	0.3382	1.8147	1.3471
0.3407	38.8889	700	1.8415	0.3212	1.8415	1.3570
0.3407	39.0	702	1.8668	0.3043	1.8668	1.3663
0.3407	39.1111	704	1.7935	0.3259	1.7935	1.3392
0.3407	39.2222	706	1.7273	0.3259	1.7273	1.3143
0.3407	39.3333	708	1.6687	0.3459	1.6687	1.2918
0.3407	39.4444	710	1.5971	0.3817	1.5971	1.2638
0.3407	39.5556	712	1.5818	0.3692	1.5818	1.2577
0.3407	39.6667	714	1.6363	0.3582	1.6363	1.2792
0.3407	39.7778	716	1.7655	0.3212	1.7655	1.3287
0.3407	39.8889	718	1.8260	0.2734	1.8260	1.3513
0.3407	40.0	720	1.8485	0.2734	1.8485	1.3596
0.3407	40.1111	722	1.8871	0.2571	1.8871	1.3737
0.3407	40.2222	724	1.8976	0.2571	1.8976	1.3775
0.3407	40.3333	726	1.8676	0.2878	1.8676	1.3666

Framework versions

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