README.md

metadata

license: apache-2.0
base_model: google/vit-base-patch16-224-in21k
tags:
  - generated_from_trainer
datasets:
  - imagefolder
metrics:
  - accuracy
model-index:
  - name: Emotion-Image-Classification-V2
    results:
      - task:
          name: Image Classification
          type: image-classification
        dataset:
          name: imagefolder
          type: imagefolder
          config: default
          split: train
          args: default
        metrics:
          - name: Accuracy
            type: accuracy
            value: 0.55

Emotion-Image-Classification-V2

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the imagefolder dataset. It achieves the following results on the evaluation set:

• Loss: 1.3203
• Accuracy: 0.55

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: 1e-06
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 800

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	2.0689	0.15
No log	2.0	40	2.0665	0.1375
No log	3.0	60	2.0623	0.1688
No log	4.0	80	2.0703	0.1812
No log	5.0	100	2.0653	0.1375
No log	6.0	120	2.0548	0.1688
No log	7.0	140	2.0584	0.2062
No log	8.0	160	2.0568	0.2062
No log	9.0	180	2.0540	0.1812
No log	10.0	200	2.0554	0.1812
No log	11.0	220	2.0409	0.225
No log	12.0	240	2.0489	0.1812
No log	13.0	260	2.0499	0.1688
No log	14.0	280	2.0381	0.2562
No log	15.0	300	2.0409	0.225
No log	16.0	320	2.0318	0.2437
No log	17.0	340	2.0372	0.2062
No log	18.0	360	2.0267	0.2687
No log	19.0	380	2.0293	0.225
No log	20.0	400	2.0226	0.2188
No log	21.0	420	2.0233	0.2188
No log	22.0	440	2.0153	0.2562
No log	23.0	460	2.0194	0.2313
No log	24.0	480	2.0044	0.2313
2.0273	25.0	500	2.0042	0.2687
2.0273	26.0	520	1.9882	0.3187
2.0273	27.0	540	1.9972	0.2562
2.0273	28.0	560	1.9931	0.2188
2.0273	29.0	580	1.9778	0.2375
2.0273	30.0	600	1.9766	0.2687
2.0273	31.0	620	1.9758	0.2687
2.0273	32.0	640	1.9807	0.2687
2.0273	33.0	660	1.9606	0.2812
2.0273	34.0	680	1.9600	0.2875
2.0273	35.0	700	1.9547	0.2938
2.0273	36.0	720	1.9508	0.3
2.0273	37.0	740	1.9340	0.3375
2.0273	38.0	760	1.9396	0.3125
2.0273	39.0	780	1.9257	0.35
2.0273	40.0	800	1.9229	0.3187
2.0273	41.0	820	1.9166	0.3312
2.0273	42.0	840	1.9168	0.2938
2.0273	43.0	860	1.9121	0.3375
2.0273	44.0	880	1.8915	0.35
2.0273	45.0	900	1.8861	0.3688
2.0273	46.0	920	1.8894	0.325
2.0273	47.0	940	1.8817	0.3125
2.0273	48.0	960	1.8734	0.3312
2.0273	49.0	980	1.8580	0.375
1.882	50.0	1000	1.8501	0.3937
1.882	51.0	1020	1.8549	0.3438
1.882	52.0	1040	1.8407	0.3563
1.882	53.0	1060	1.8451	0.3563
1.882	54.0	1080	1.8344	0.3875
1.882	55.0	1100	1.8183	0.3875
1.882	56.0	1120	1.8092	0.425
1.882	57.0	1140	1.8214	0.3312
1.882	58.0	1160	1.8085	0.375
1.882	59.0	1180	1.8091	0.3438
1.882	60.0	1200	1.7827	0.4125
1.882	61.0	1220	1.7981	0.3812
1.882	62.0	1240	1.7817	0.4
1.882	63.0	1260	1.7778	0.3812
1.882	64.0	1280	1.7634	0.3875
1.882	65.0	1300	1.7501	0.4125
1.882	66.0	1320	1.7482	0.425
1.882	67.0	1340	1.7606	0.4125
1.882	68.0	1360	1.7386	0.3937
1.882	69.0	1380	1.7395	0.3875
1.882	70.0	1400	1.7270	0.4062
1.882	71.0	1420	1.7322	0.3563
1.882	72.0	1440	1.7130	0.4188
1.882	73.0	1460	1.7162	0.3937
1.882	74.0	1480	1.7162	0.375
1.7075	75.0	1500	1.6970	0.4
1.7075	76.0	1520	1.7037	0.4125
1.7075	77.0	1540	1.6889	0.4125
1.7075	78.0	1560	1.6988	0.4188
1.7075	79.0	1580	1.6876	0.4313
1.7075	80.0	1600	1.6803	0.4188
1.7075	81.0	1620	1.6832	0.4562
1.7075	82.0	1640	1.6722	0.45
1.7075	83.0	1660	1.6658	0.4375
1.7075	84.0	1680	1.6627	0.4188
1.7075	85.0	1700	1.6495	0.4562
1.7075	86.0	1720	1.6480	0.4375
1.7075	87.0	1740	1.6446	0.4625
1.7075	88.0	1760	1.6404	0.4562
1.7075	89.0	1780	1.6592	0.4125
1.7075	90.0	1800	1.6353	0.4375
1.7075	91.0	1820	1.6348	0.4875
1.7075	92.0	1840	1.6355	0.4375
1.7075	93.0	1860	1.6381	0.4437
1.7075	94.0	1880	1.6304	0.45
1.7075	95.0	1900	1.6138	0.4562
1.7075	96.0	1920	1.6141	0.475
1.7075	97.0	1940	1.6229	0.4
1.7075	98.0	1960	1.6009	0.4437
1.7075	99.0	1980	1.6010	0.4688
1.5695	100.0	2000	1.6261	0.4562
1.5695	101.0	2020	1.6018	0.45
1.5695	102.0	2040	1.5883	0.45
1.5695	103.0	2060	1.6075	0.4562
1.5695	104.0	2080	1.6004	0.4125
1.5695	105.0	2100	1.5879	0.4375
1.5695	106.0	2120	1.5961	0.4688
1.5695	107.0	2140	1.5862	0.4313
1.5695	108.0	2160	1.5832	0.475
1.5695	109.0	2180	1.5747	0.4938
1.5695	110.0	2200	1.5922	0.425
1.5695	111.0	2220	1.5614	0.475
1.5695	112.0	2240	1.5613	0.5375
1.5695	113.0	2260	1.5429	0.4938
1.5695	114.0	2280	1.5834	0.475
1.5695	115.0	2300	1.5670	0.475
1.5695	116.0	2320	1.5517	0.4688
1.5695	117.0	2340	1.5679	0.45
1.5695	118.0	2360	1.5536	0.4562
1.5695	119.0	2380	1.5414	0.475
1.5695	120.0	2400	1.5498	0.4625
1.5695	121.0	2420	1.5417	0.4875
1.5695	122.0	2440	1.5280	0.475
1.5695	123.0	2460	1.5350	0.4813
1.5695	124.0	2480	1.5410	0.4813
1.4677	125.0	2500	1.5477	0.475
1.4677	126.0	2520	1.5238	0.45
1.4677	127.0	2540	1.5244	0.5312
1.4677	128.0	2560	1.5333	0.5062
1.4677	129.0	2580	1.5320	0.4813
1.4677	130.0	2600	1.5320	0.4437
1.4677	131.0	2620	1.5162	0.4437
1.4677	132.0	2640	1.5372	0.475
1.4677	133.0	2660	1.5059	0.4625
1.4677	134.0	2680	1.5103	0.4813
1.4677	135.0	2700	1.5222	0.4875
1.4677	136.0	2720	1.5226	0.5188
1.4677	137.0	2740	1.5051	0.4562
1.4677	138.0	2760	1.5082	0.4688
1.4677	139.0	2780	1.5090	0.475
1.4677	140.0	2800	1.4852	0.525
1.4677	141.0	2820	1.5049	0.4813
1.4677	142.0	2840	1.4974	0.4938
1.4677	143.0	2860	1.5092	0.4813
1.4677	144.0	2880	1.5012	0.5062
1.4677	145.0	2900	1.4900	0.5
1.4677	146.0	2920	1.4842	0.5
1.4677	147.0	2940	1.4931	0.5
1.4677	148.0	2960	1.4897	0.5125
1.4677	149.0	2980	1.4863	0.4813
1.3784	150.0	3000	1.4943	0.4437
1.3784	151.0	3020	1.4654	0.5312
1.3784	152.0	3040	1.4678	0.5625
1.3784	153.0	3060	1.4709	0.4938
1.3784	154.0	3080	1.4700	0.4938
1.3784	155.0	3100	1.4780	0.4813
1.3784	156.0	3120	1.4660	0.475
1.3784	157.0	3140	1.4710	0.4813
1.3784	158.0	3160	1.4880	0.4562
1.3784	159.0	3180	1.4728	0.5125
1.3784	160.0	3200	1.4509	0.5188
1.3784	161.0	3220	1.4529	0.5312
1.3784	162.0	3240	1.4668	0.5
1.3784	163.0	3260	1.4717	0.4625
1.3784	164.0	3280	1.4670	0.5188
1.3784	165.0	3300	1.4543	0.4938
1.3784	166.0	3320	1.4467	0.5062
1.3784	167.0	3340	1.4661	0.4938
1.3784	168.0	3360	1.4343	0.5125
1.3784	169.0	3380	1.4253	0.525
1.3784	170.0	3400	1.4544	0.475
1.3784	171.0	3420	1.4492	0.4938
1.3784	172.0	3440	1.4437	0.4938
1.3784	173.0	3460	1.4492	0.5
1.3784	174.0	3480	1.4276	0.4938
1.299	175.0	3500	1.4545	0.4938
1.299	176.0	3520	1.4194	0.5188
1.299	177.0	3540	1.4288	0.5188
1.299	178.0	3560	1.4338	0.475
1.299	179.0	3580	1.4429	0.5125
1.299	180.0	3600	1.4366	0.5188
1.299	181.0	3620	1.4253	0.5312
1.299	182.0	3640	1.4443	0.5062
1.299	183.0	3660	1.4316	0.5125
1.299	184.0	3680	1.4266	0.5188
1.299	185.0	3700	1.4227	0.5188
1.299	186.0	3720	1.3945	0.5563
1.299	187.0	3740	1.4166	0.5375
1.299	188.0	3760	1.4307	0.475
1.299	189.0	3780	1.3905	0.5563
1.299	190.0	3800	1.4212	0.4938
1.299	191.0	3820	1.4127	0.55
1.299	192.0	3840	1.4241	0.525
1.299	193.0	3860	1.4366	0.5312
1.299	194.0	3880	1.4291	0.4875
1.299	195.0	3900	1.4282	0.5188
1.299	196.0	3920	1.4254	0.5062
1.299	197.0	3940	1.4147	0.55
1.299	198.0	3960	1.4526	0.4125
1.299	199.0	3980	1.3951	0.575
1.2272	200.0	4000	1.4072	0.4875
1.2272	201.0	4020	1.4314	0.5062
1.2272	202.0	4040	1.3854	0.5312
1.2272	203.0	4060	1.4075	0.5188
1.2272	204.0	4080	1.4091	0.4938
1.2272	205.0	4100	1.4052	0.5375
1.2272	206.0	4120	1.3958	0.5563
1.2272	207.0	4140	1.3647	0.55
1.2272	208.0	4160	1.3833	0.475
1.2272	209.0	4180	1.3888	0.5687
1.2272	210.0	4200	1.4014	0.5437
1.2272	211.0	4220	1.3917	0.5188
1.2272	212.0	4240	1.3985	0.4875
1.2272	213.0	4260	1.4006	0.5125
1.2272	214.0	4280	1.3739	0.5125
1.2272	215.0	4300	1.4052	0.4875
1.2272	216.0	4320	1.3778	0.5
1.2272	217.0	4340	1.4016	0.4813
1.2272	218.0	4360	1.4381	0.4437
1.2272	219.0	4380	1.3867	0.55
1.2272	220.0	4400	1.3854	0.5188
1.2272	221.0	4420	1.4041	0.475
1.2272	222.0	4440	1.3890	0.5062
1.2272	223.0	4460	1.3679	0.5125
1.2272	224.0	4480	1.3916	0.5
1.153	225.0	4500	1.3943	0.4938
1.153	226.0	4520	1.3977	0.5
1.153	227.0	4540	1.3626	0.525
1.153	228.0	4560	1.3636	0.5
1.153	229.0	4580	1.3538	0.5563
1.153	230.0	4600	1.3976	0.4875
1.153	231.0	4620	1.3591	0.5125
1.153	232.0	4640	1.4058	0.4813
1.153	233.0	4660	1.3802	0.5062
1.153	234.0	4680	1.3535	0.5625
1.153	235.0	4700	1.4215	0.475
1.153	236.0	4720	1.3807	0.4625
1.153	237.0	4740	1.3787	0.4938
1.153	238.0	4760	1.3698	0.4813
1.153	239.0	4780	1.3536	0.5188
1.153	240.0	4800	1.3511	0.5062
1.153	241.0	4820	1.3834	0.4813
1.153	242.0	4840	1.3765	0.4938
1.153	243.0	4860	1.3694	0.5062
1.153	244.0	4880	1.3539	0.5375
1.153	245.0	4900	1.3532	0.5125
1.153	246.0	4920	1.3740	0.4875
1.153	247.0	4940	1.4066	0.4688
1.153	248.0	4960	1.3360	0.525
1.153	249.0	4980	1.3817	0.4688
1.0865	250.0	5000	1.3741	0.4875
1.0865	251.0	5020	1.3587	0.5062
1.0865	252.0	5040	1.3975	0.5062
1.0865	253.0	5060	1.3700	0.5188
1.0865	254.0	5080	1.3393	0.525
1.0865	255.0	5100	1.3938	0.4875
1.0865	256.0	5120	1.3691	0.5375
1.0865	257.0	5140	1.3595	0.5437
1.0865	258.0	5160	1.3910	0.4875
1.0865	259.0	5180	1.3523	0.5
1.0865	260.0	5200	1.3915	0.5125
1.0865	261.0	5220	1.3195	0.5687
1.0865	262.0	5240	1.3843	0.4938
1.0865	263.0	5260	1.3627	0.4875
1.0865	264.0	5280	1.3447	0.525
1.0865	265.0	5300	1.3749	0.4875
1.0865	266.0	5320	1.3492	0.5375
1.0865	267.0	5340	1.3518	0.5312
1.0865	268.0	5360	1.3733	0.4938
1.0865	269.0	5380	1.3406	0.5437
1.0865	270.0	5400	1.3576	0.45
1.0865	271.0	5420	1.3608	0.4688
1.0865	272.0	5440	1.3606	0.5062
1.0865	273.0	5460	1.3795	0.475
1.0865	274.0	5480	1.3565	0.5125
1.0295	275.0	5500	1.3181	0.5125
1.0295	276.0	5520	1.3091	0.5062
1.0295	277.0	5540	1.3506	0.4938
1.0295	278.0	5560	1.3246	0.5125
1.0295	279.0	5580	1.3465	0.5125
1.0295	280.0	5600	1.3524	0.4875
1.0295	281.0	5620	1.3528	0.525
1.0295	282.0	5640	1.3697	0.4688
1.0295	283.0	5660	1.3849	0.4437
1.0295	284.0	5680	1.3290	0.4875
1.0295	285.0	5700	1.3580	0.5062
1.0295	286.0	5720	1.3255	0.5437
1.0295	287.0	5740	1.2664	0.5813
1.0295	288.0	5760	1.4087	0.475
1.0295	289.0	5780	1.3507	0.5
1.0295	290.0	5800	1.3591	0.4813
1.0295	291.0	5820	1.3875	0.5
1.0295	292.0	5840	1.3989	0.4625
1.0295	293.0	5860	1.3620	0.475
1.0295	294.0	5880	1.3262	0.5375
1.0295	295.0	5900	1.3545	0.5
1.0295	296.0	5920	1.3546	0.5188
1.0295	297.0	5940	1.3243	0.525
1.0295	298.0	5960	1.3254	0.5125
1.0295	299.0	5980	1.3596	0.4938
0.9701	300.0	6000	1.3753	0.525
0.9701	301.0	6020	1.3484	0.5
0.9701	302.0	6040	1.3507	0.5062
0.9701	303.0	6060	1.3889	0.475
0.9701	304.0	6080	1.3386	0.5062
0.9701	305.0	6100	1.2992	0.5312
0.9701	306.0	6120	1.3140	0.5375
0.9701	307.0	6140	1.3183	0.5062
0.9701	308.0	6160	1.3341	0.5563
0.9701	309.0	6180	1.3358	0.4938
0.9701	310.0	6200	1.3542	0.5062
0.9701	311.0	6220	1.3390	0.5125
0.9701	312.0	6240	1.3342	0.4688
0.9701	313.0	6260	1.3164	0.525
0.9701	314.0	6280	1.3449	0.4688
0.9701	315.0	6300	1.3704	0.4938
0.9701	316.0	6320	1.3621	0.4813
0.9701	317.0	6340	1.3714	0.4938
0.9701	318.0	6360	1.3080	0.4875
0.9701	319.0	6380	1.3155	0.525
0.9701	320.0	6400	1.2984	0.5375
0.9701	321.0	6420	1.3333	0.5312
0.9701	322.0	6440	1.3358	0.4875
0.9701	323.0	6460	1.3075	0.55
0.9701	324.0	6480	1.3924	0.4688
0.918	325.0	6500	1.3861	0.4813
0.918	326.0	6520	1.3195	0.4938
0.918	327.0	6540	1.3253	0.4875
0.918	328.0	6560	1.3152	0.525
0.918	329.0	6580	1.3193	0.5375
0.918	330.0	6600	1.3246	0.5062
0.918	331.0	6620	1.3390	0.4938
0.918	332.0	6640	1.3481	0.475
0.918	333.0	6660	1.3575	0.4562
0.918	334.0	6680	1.3173	0.5125
0.918	335.0	6700	1.3097	0.5125
0.918	336.0	6720	1.3548	0.475
0.918	337.0	6740	1.3625	0.4938
0.918	338.0	6760	1.3542	0.4625
0.918	339.0	6780	1.3533	0.4688
0.918	340.0	6800	1.2955	0.575
0.918	341.0	6820	1.3097	0.5437
0.918	342.0	6840	1.3395	0.5062
0.918	343.0	6860	1.3827	0.4813
0.918	344.0	6880	1.2983	0.5563
0.918	345.0	6900	1.3459	0.5
0.918	346.0	6920	1.3462	0.5125
0.918	347.0	6940	1.2873	0.5563
0.918	348.0	6960	1.3276	0.5437
0.918	349.0	6980	1.3382	0.4813
0.8682	350.0	7000	1.3448	0.5312
0.8682	351.0	7020	1.3103	0.5312
0.8682	352.0	7040	1.3222	0.5125
0.8682	353.0	7060	1.3295	0.5062
0.8682	354.0	7080	1.3562	0.4688
0.8682	355.0	7100	1.2995	0.4938
0.8682	356.0	7120	1.3330	0.5312
0.8682	357.0	7140	1.2804	0.5312
0.8682	358.0	7160	1.3433	0.4813
0.8682	359.0	7180	1.3245	0.4938
0.8682	360.0	7200	1.3154	0.5125
0.8682	361.0	7220	1.3737	0.4938
0.8682	362.0	7240	1.3297	0.5062
0.8682	363.0	7260	1.3161	0.5188
0.8682	364.0	7280	1.2951	0.5188
0.8682	365.0	7300	1.3520	0.475
0.8682	366.0	7320	1.2975	0.5375
0.8682	367.0	7340	1.3364	0.5188
0.8682	368.0	7360	1.3251	0.5125
0.8682	369.0	7380	1.3159	0.5312
0.8682	370.0	7400	1.3430	0.5
0.8682	371.0	7420	1.2772	0.55
0.8682	372.0	7440	1.3133	0.5125
0.8682	373.0	7460	1.3379	0.5125
0.8682	374.0	7480	1.2813	0.5687
0.8266	375.0	7500	1.3030	0.5125
0.8266	376.0	7520	1.3328	0.5062
0.8266	377.0	7540	1.3297	0.525
0.8266	378.0	7560	1.3596	0.4938
0.8266	379.0	7580	1.2705	0.5563
0.8266	380.0	7600	1.3080	0.5125
0.8266	381.0	7620	1.3377	0.4875
0.8266	382.0	7640	1.3078	0.5062
0.8266	383.0	7660	1.3576	0.4562
0.8266	384.0	7680	1.2967	0.5062
0.8266	385.0	7700	1.3397	0.4688
0.8266	386.0	7720	1.3111	0.4813
0.8266	387.0	7740	1.3442	0.5125
0.8266	388.0	7760	1.3030	0.525
0.8266	389.0	7780	1.3155	0.5062
0.8266	390.0	7800	1.2723	0.55
0.8266	391.0	7820	1.3105	0.5188
0.8266	392.0	7840	1.3106	0.5437
0.8266	393.0	7860	1.2910	0.5312
0.8266	394.0	7880	1.2713	0.5188
0.8266	395.0	7900	1.2955	0.525
0.8266	396.0	7920	1.3081	0.525
0.8266	397.0	7940	1.3202	0.5125
0.8266	398.0	7960	1.3579	0.5062
0.8266	399.0	7980	1.2748	0.5375
0.7839	400.0	8000	1.2966	0.5125
0.7839	401.0	8020	1.3224	0.5125
0.7839	402.0	8040	1.3366	0.5375
0.7839	403.0	8060	1.3319	0.4938
0.7839	404.0	8080	1.3369	0.475
0.7839	405.0	8100	1.3238	0.5
0.7839	406.0	8120	1.3314	0.5437
0.7839	407.0	8140	1.3338	0.4875
0.7839	408.0	8160	1.3116	0.5125
0.7839	409.0	8180	1.2698	0.5625
0.7839	410.0	8200	1.3364	0.4875
0.7839	411.0	8220	1.3261	0.4938
0.7839	412.0	8240	1.3396	0.4875
0.7839	413.0	8260	1.3151	0.5
0.7839	414.0	8280	1.3271	0.4938
0.7839	415.0	8300	1.3028	0.5
0.7839	416.0	8320	1.3695	0.4625
0.7839	417.0	8340	1.3612	0.4562
0.7839	418.0	8360	1.3345	0.5
0.7839	419.0	8380	1.2992	0.5
0.7839	420.0	8400	1.3234	0.5188
0.7839	421.0	8420	1.3380	0.4875
0.7839	422.0	8440	1.3179	0.4875
0.7839	423.0	8460	1.3719	0.4625
0.7839	424.0	8480	1.3183	0.5062
0.75	425.0	8500	1.3272	0.5062
0.75	426.0	8520	1.3212	0.5062
0.75	427.0	8540	1.3548	0.4813
0.75	428.0	8560	1.2759	0.5125
0.75	429.0	8580	1.3486	0.4875
0.75	430.0	8600	1.3243	0.5062
0.75	431.0	8620	1.3862	0.4813
0.75	432.0	8640	1.3223	0.5188
0.75	433.0	8660	1.2826	0.5312
0.75	434.0	8680	1.3299	0.4688
0.75	435.0	8700	1.3274	0.5
0.75	436.0	8720	1.3262	0.4875
0.75	437.0	8740	1.2551	0.55
0.75	438.0	8760	1.2873	0.5375
0.75	439.0	8780	1.3270	0.5062
0.75	440.0	8800	1.3042	0.5125
0.75	441.0	8820	1.3015	0.5437
0.75	442.0	8840	1.3047	0.4688
0.75	443.0	8860	1.3164	0.525
0.75	444.0	8880	1.3369	0.5375
0.75	445.0	8900	1.3028	0.5312
0.75	446.0	8920	1.3580	0.475
0.75	447.0	8940	1.3266	0.5125
0.75	448.0	8960	1.2945	0.5062
0.75	449.0	8980	1.3147	0.525
0.7102	450.0	9000	1.3074	0.5563
0.7102	451.0	9020	1.2913	0.4938
0.7102	452.0	9040	1.3084	0.5188
0.7102	453.0	9060	1.3007	0.5437
0.7102	454.0	9080	1.3075	0.4938
0.7102	455.0	9100	1.3728	0.4938
0.7102	456.0	9120	1.3217	0.4938
0.7102	457.0	9140	1.3335	0.4938
0.7102	458.0	9160	1.2845	0.5375
0.7102	459.0	9180	1.2868	0.5312
0.7102	460.0	9200	1.3423	0.4938
0.7102	461.0	9220	1.3265	0.4938
0.7102	462.0	9240	1.2841	0.5375
0.7102	463.0	9260	1.3130	0.4938
0.7102	464.0	9280	1.3544	0.4875
0.7102	465.0	9300	1.3381	0.4938
0.7102	466.0	9320	1.3123	0.5188
0.7102	467.0	9340	1.3609	0.4875
0.7102	468.0	9360	1.3235	0.4875
0.7102	469.0	9380	1.3557	0.4813
0.7102	470.0	9400	1.3380	0.4813
0.7102	471.0	9420	1.2858	0.5375
0.7102	472.0	9440	1.3792	0.475
0.7102	473.0	9460	1.3330	0.5125
0.7102	474.0	9480	1.3234	0.5437
0.6815	475.0	9500	1.3275	0.4875
0.6815	476.0	9520	1.3055	0.5188
0.6815	477.0	9540	1.3385	0.4813
0.6815	478.0	9560	1.3415	0.475
0.6815	479.0	9580	1.3646	0.4875
0.6815	480.0	9600	1.3442	0.525
0.6815	481.0	9620	1.2790	0.5125
0.6815	482.0	9640	1.3674	0.4875
0.6815	483.0	9660	1.3188	0.5188
0.6815	484.0	9680	1.3709	0.4688
0.6815	485.0	9700	1.2859	0.5375
0.6815	486.0	9720	1.3323	0.4938
0.6815	487.0	9740	1.2968	0.5125
0.6815	488.0	9760	1.3443	0.475
0.6815	489.0	9780	1.3208	0.5
0.6815	490.0	9800	1.3649	0.4562
0.6815	491.0	9820	1.3056	0.4938
0.6815	492.0	9840	1.3561	0.4938
0.6815	493.0	9860	1.3022	0.5375
0.6815	494.0	9880	1.3065	0.4625
0.6815	495.0	9900	1.3096	0.5437
0.6815	496.0	9920	1.3293	0.4813
0.6815	497.0	9940	1.3916	0.45
0.6815	498.0	9960	1.3042	0.5312
0.6815	499.0	9980	1.3304	0.5125
0.6583	500.0	10000	1.3480	0.4875
0.6583	501.0	10020	1.3313	0.5062
0.6583	502.0	10040	1.3437	0.4875
0.6583	503.0	10060	1.3375	0.5
0.6583	504.0	10080	1.2972	0.4938
0.6583	505.0	10100	1.3135	0.4938
0.6583	506.0	10120	1.4065	0.4562
0.6583	507.0	10140	1.3215	0.5188
0.6583	508.0	10160	1.3114	0.4938
0.6583	509.0	10180	1.3653	0.5062
0.6583	510.0	10200	1.3239	0.5
0.6583	511.0	10220	1.3682	0.4688
0.6583	512.0	10240	1.3981	0.45
0.6583	513.0	10260	1.3550	0.525
0.6583	514.0	10280	1.3060	0.5188
0.6583	515.0	10300	1.3204	0.4625
0.6583	516.0	10320	1.3614	0.475
0.6583	517.0	10340	1.3640	0.4938
0.6583	518.0	10360	1.3355	0.4625
0.6583	519.0	10380	1.2955	0.5437
0.6583	520.0	10400	1.3434	0.5
0.6583	521.0	10420	1.3156	0.5312
0.6583	522.0	10440	1.2991	0.4938
0.6583	523.0	10460	1.3153	0.5
0.6583	524.0	10480	1.2977	0.525
0.634	525.0	10500	1.3575	0.4875
0.634	526.0	10520	1.3485	0.4938
0.634	527.0	10540	1.2885	0.5437
0.634	528.0	10560	1.3277	0.4938
0.634	529.0	10580	1.3719	0.475
0.634	530.0	10600	1.3432	0.4875
0.634	531.0	10620	1.3481	0.475
0.634	532.0	10640	1.3025	0.4938
0.634	533.0	10660	1.3799	0.4625
0.634	534.0	10680	1.3388	0.4938
0.634	535.0	10700	1.3096	0.4875
0.634	536.0	10720	1.3179	0.4938
0.634	537.0	10740	1.3026	0.5125
0.634	538.0	10760	1.3077	0.5375
0.634	539.0	10780	1.3341	0.4875
0.634	540.0	10800	1.3481	0.5062
0.634	541.0	10820	1.2772	0.5125
0.634	542.0	10840	1.3320	0.5
0.634	543.0	10860	1.3574	0.5062
0.634	544.0	10880	1.3451	0.5062
0.634	545.0	10900	1.3463	0.4813
0.634	546.0	10920	1.3310	0.475
0.634	547.0	10940	1.2990	0.5062
0.634	548.0	10960	1.2899	0.5125
0.634	549.0	10980	1.2834	0.5188
0.6118	550.0	11000	1.3028	0.5312
0.6118	551.0	11020	1.3676	0.4938
0.6118	552.0	11040	1.2684	0.5625
0.6118	553.0	11060	1.3628	0.4688
0.6118	554.0	11080	1.3179	0.4938
0.6118	555.0	11100	1.3775	0.475
0.6118	556.0	11120	1.3466	0.4813
0.6118	557.0	11140	1.3643	0.4875
0.6118	558.0	11160	1.3863	0.45
0.6118	559.0	11180	1.3549	0.4437
0.6118	560.0	11200	1.3158	0.4813
0.6118	561.0	11220	1.3526	0.4938
0.6118	562.0	11240	1.3682	0.4688
0.6118	563.0	11260	1.3275	0.4688
0.6118	564.0	11280	1.4056	0.4688
0.6118	565.0	11300	1.3652	0.475
0.6118	566.0	11320	1.2973	0.5062
0.6118	567.0	11340	1.3098	0.4688
0.6118	568.0	11360	1.2853	0.5375
0.6118	569.0	11380	1.3340	0.475
0.6118	570.0	11400	1.2665	0.525
0.6118	571.0	11420	1.3052	0.4688
0.6118	572.0	11440	1.3389	0.4625
0.6118	573.0	11460	1.3512	0.5
0.6118	574.0	11480	1.2843	0.525
0.5922	575.0	11500	1.3042	0.5
0.5922	576.0	11520	1.4003	0.4813
0.5922	577.0	11540	1.3344	0.4938
0.5922	578.0	11560	1.3595	0.4562
0.5922	579.0	11580	1.2885	0.5312
0.5922	580.0	11600	1.3354	0.5
0.5922	581.0	11620	1.3038	0.5
0.5922	582.0	11640	1.3565	0.5
0.5922	583.0	11660	1.3838	0.4688
0.5922	584.0	11680	1.3751	0.4875
0.5922	585.0	11700	1.3930	0.4562
0.5922	586.0	11720	1.3485	0.4938
0.5922	587.0	11740	1.3360	0.4938
0.5922	588.0	11760	1.3507	0.4875
0.5922	589.0	11780	1.3037	0.525
0.5922	590.0	11800	1.3684	0.4562
0.5922	591.0	11820	1.3410	0.5062
0.5922	592.0	11840	1.3895	0.475
0.5922	593.0	11860	1.3611	0.4813
0.5922	594.0	11880	1.3269	0.4813
0.5922	595.0	11900	1.3712	0.4813
0.5922	596.0	11920	1.3606	0.4688
0.5922	597.0	11940	1.3735	0.4625
0.5922	598.0	11960	1.3533	0.4813
0.5922	599.0	11980	1.4283	0.4437
0.5728	600.0	12000	1.3693	0.4875
0.5728	601.0	12020	1.3634	0.45
0.5728	602.0	12040	1.3473	0.4938
0.5728	603.0	12060	1.3715	0.4625
0.5728	604.0	12080	1.2841	0.5312
0.5728	605.0	12100	1.3914	0.4313
0.5728	606.0	12120	1.3894	0.4625
0.5728	607.0	12140	1.3379	0.4813
0.5728	608.0	12160	1.3472	0.5125
0.5728	609.0	12180	1.3704	0.475
0.5728	610.0	12200	1.3400	0.4938
0.5728	611.0	12220	1.3868	0.4813
0.5728	612.0	12240	1.3035	0.4938
0.5728	613.0	12260	1.3239	0.5
0.5728	614.0	12280	1.3629	0.4813
0.5728	615.0	12300	1.2888	0.5312
0.5728	616.0	12320	1.3342	0.5125
0.5728	617.0	12340	1.3508	0.4875
0.5728	618.0	12360	1.2780	0.525
0.5728	619.0	12380	1.2984	0.5
0.5728	620.0	12400	1.2744	0.55
0.5728	621.0	12420	1.3821	0.4188
0.5728	622.0	12440	1.3274	0.5125
0.5728	623.0	12460	1.3019	0.525
0.5728	624.0	12480	1.3573	0.4313
0.5611	625.0	12500	1.2624	0.5312
0.5611	626.0	12520	1.3409	0.4875
0.5611	627.0	12540	1.2471	0.5437
0.5611	628.0	12560	1.3617	0.4313
0.5611	629.0	12580	1.3894	0.4875
0.5611	630.0	12600	1.3076	0.4562
0.5611	631.0	12620	1.3571	0.4813
0.5611	632.0	12640	1.3140	0.4875
0.5611	633.0	12660	1.3447	0.4938
0.5611	634.0	12680	1.3724	0.4688
0.5611	635.0	12700	1.3535	0.4688
0.5611	636.0	12720	1.3325	0.4562
0.5611	637.0	12740	1.3509	0.5
0.5611	638.0	12760	1.3955	0.45
0.5611	639.0	12780	1.3699	0.4625
0.5611	640.0	12800	1.3325	0.5125
0.5611	641.0	12820	1.3934	0.4688
0.5611	642.0	12840	1.3547	0.5062
0.5611	643.0	12860	1.3867	0.4625
0.5611	644.0	12880	1.3438	0.4813
0.5611	645.0	12900	1.3376	0.4625
0.5611	646.0	12920	1.3264	0.4875
0.5611	647.0	12940	1.3329	0.5062
0.5611	648.0	12960	1.3654	0.45
0.5611	649.0	12980	1.4346	0.45
0.5436	650.0	13000	1.3342	0.475
0.5436	651.0	13020	1.3307	0.5
0.5436	652.0	13040	1.3055	0.5125
0.5436	653.0	13060	1.3375	0.475
0.5436	654.0	13080	1.3660	0.4875
0.5436	655.0	13100	1.3116	0.5062
0.5436	656.0	13120	1.3543	0.45
0.5436	657.0	13140	1.3076	0.5188
0.5436	658.0	13160	1.3151	0.5
0.5436	659.0	13180	1.3462	0.5188
0.5436	660.0	13200	1.3871	0.4437
0.5436	661.0	13220	1.4023	0.4562
0.5436	662.0	13240	1.3350	0.4875
0.5436	663.0	13260	1.2703	0.525
0.5436	664.0	13280	1.3278	0.4875
0.5436	665.0	13300	1.2652	0.525
0.5436	666.0	13320	1.3342	0.5
0.5436	667.0	13340	1.3343	0.4938
0.5436	668.0	13360	1.3632	0.4938
0.5436	669.0	13380	1.2871	0.5125
0.5436	670.0	13400	1.2712	0.5188
0.5436	671.0	13420	1.3769	0.4688
0.5436	672.0	13440	1.3359	0.5125
0.5436	673.0	13460	1.3789	0.4688
0.5436	674.0	13480	1.3815	0.5
0.5372	675.0	13500	1.4228	0.4562
0.5372	676.0	13520	1.3111	0.5062
0.5372	677.0	13540	1.3434	0.4813
0.5372	678.0	13560	1.3385	0.4938
0.5372	679.0	13580	1.3960	0.4375
0.5372	680.0	13600	1.2990	0.5125
0.5372	681.0	13620	1.2762	0.5125
0.5372	682.0	13640	1.3684	0.4938
0.5372	683.0	13660	1.3024	0.5125
0.5372	684.0	13680	1.3621	0.4813
0.5372	685.0	13700	1.2878	0.5125
0.5372	686.0	13720	1.3678	0.5
0.5372	687.0	13740	1.3971	0.4625
0.5372	688.0	13760	1.2810	0.525
0.5372	689.0	13780	1.4000	0.4688
0.5372	690.0	13800	1.3561	0.5
0.5372	691.0	13820	1.3042	0.5125
0.5372	692.0	13840	1.2477	0.5312
0.5372	693.0	13860	1.3510	0.4313
0.5372	694.0	13880	1.3518	0.4813
0.5372	695.0	13900	1.2955	0.525
0.5372	696.0	13920	1.3368	0.5062
0.5372	697.0	13940	1.2833	0.5375
0.5372	698.0	13960	1.3953	0.4625
0.5372	699.0	13980	1.3628	0.4562
0.5274	700.0	14000	1.3903	0.4625
0.5274	701.0	14020	1.4175	0.4688
0.5274	702.0	14040	1.3249	0.5188
0.5274	703.0	14060	1.3214	0.5188
0.5274	704.0	14080	1.2398	0.5375
0.5274	705.0	14100	1.3534	0.4437
0.5274	706.0	14120	1.3383	0.4875
0.5274	707.0	14140	1.2655	0.5312
0.5274	708.0	14160	1.3121	0.4813
0.5274	709.0	14180	1.3778	0.4813
0.5274	710.0	14200	1.3144	0.4875
0.5274	711.0	14220	1.3444	0.45
0.5274	712.0	14240	1.3417	0.4875
0.5274	713.0	14260	1.3682	0.5062
0.5274	714.0	14280	1.3170	0.4938
0.5274	715.0	14300	1.3309	0.4813
0.5274	716.0	14320	1.3427	0.4625
0.5274	717.0	14340	1.3119	0.5125
0.5274	718.0	14360	1.3518	0.475
0.5274	719.0	14380	1.2877	0.5625
0.5274	720.0	14400	1.3330	0.4813
0.5274	721.0	14420	1.3781	0.4813
0.5274	722.0	14440	1.3739	0.5125
0.5274	723.0	14460	1.2887	0.4813
0.5274	724.0	14480	1.3692	0.4875
0.5209	725.0	14500	1.3674	0.5125
0.5209	726.0	14520	1.3924	0.4813
0.5209	727.0	14540	1.3606	0.5188
0.5209	728.0	14560	1.3163	0.5062
0.5209	729.0	14580	1.2862	0.4875
0.5209	730.0	14600	1.3658	0.4875
0.5209	731.0	14620	1.3150	0.525
0.5209	732.0	14640	1.3909	0.4625
0.5209	733.0	14660	1.4005	0.4437
0.5209	734.0	14680	1.2939	0.4875
0.5209	735.0	14700	1.2994	0.5188
0.5209	736.0	14720	1.3139	0.5
0.5209	737.0	14740	1.3048	0.5188
0.5209	738.0	14760	1.4333	0.4625
0.5209	739.0	14780	1.3503	0.4875
0.5209	740.0	14800	1.3615	0.5125
0.5209	741.0	14820	1.3112	0.5188
0.5209	742.0	14840	1.3670	0.4688
0.5209	743.0	14860	1.3446	0.4938
0.5209	744.0	14880	1.4148	0.475
0.5209	745.0	14900	1.3812	0.4813
0.5209	746.0	14920	1.3181	0.5312
0.5209	747.0	14940	1.3489	0.4813
0.5209	748.0	14960	1.3702	0.4875
0.5209	749.0	14980	1.3910	0.4688
0.5158	750.0	15000	1.4060	0.45
0.5158	751.0	15020	1.4296	0.4437
0.5158	752.0	15040	1.4208	0.4
0.5158	753.0	15060	1.3391	0.525
0.5158	754.0	15080	1.3221	0.5
0.5158	755.0	15100	1.4210	0.475
0.5158	756.0	15120	1.4491	0.425
0.5158	757.0	15140	1.3721	0.5
0.5158	758.0	15160	1.3336	0.4875
0.5158	759.0	15180	1.3536	0.4625
0.5158	760.0	15200	1.3529	0.475
0.5158	761.0	15220	1.3367	0.5
0.5158	762.0	15240	1.3094	0.5188
0.5158	763.0	15260	1.3263	0.4938
0.5158	764.0	15280	1.3905	0.4375
0.5158	765.0	15300	1.3120	0.5062
0.5158	766.0	15320	1.3787	0.4875
0.5158	767.0	15340	1.3605	0.4875
0.5158	768.0	15360	1.3938	0.4813
0.5158	769.0	15380	1.3943	0.5
0.5158	770.0	15400	1.3616	0.475
0.5158	771.0	15420	1.3260	0.5188
0.5158	772.0	15440	1.3926	0.4625
0.5158	773.0	15460	1.3452	0.5
0.5158	774.0	15480	1.3708	0.4813
0.5201	775.0	15500	1.3124	0.4813
0.5201	776.0	15520	1.2450	0.5312
0.5201	777.0	15540	1.3656	0.4938
0.5201	778.0	15560	1.3161	0.5
0.5201	779.0	15580	1.3761	0.4813
0.5201	780.0	15600	1.3206	0.5188
0.5201	781.0	15620	1.2788	0.5125
0.5201	782.0	15640	1.3172	0.4625
0.5201	783.0	15660	1.2941	0.525
0.5201	784.0	15680	1.3641	0.475
0.5201	785.0	15700	1.3157	0.5312
0.5201	786.0	15720	1.3140	0.5
0.5201	787.0	15740	1.2916	0.5188
0.5201	788.0	15760	1.3842	0.475
0.5201	789.0	15780	1.3678	0.4938
0.5201	790.0	15800	1.3492	0.5
0.5201	791.0	15820	1.3414	0.5062
0.5201	792.0	15840	1.4113	0.45
0.5201	793.0	15860	1.3609	0.475
0.5201	794.0	15880	1.3230	0.5
0.5201	795.0	15900	1.3758	0.4625
0.5201	796.0	15920	1.3244	0.5125
0.5201	797.0	15940	1.2938	0.5188
0.5201	798.0	15960	1.3651	0.5
0.5201	799.0	15980	1.3099	0.5062
0.5142	800.0	16000	1.3214	0.475

Framework versions

• Transformers 4.37.2
• Pytorch 2.3.0
• Datasets 2.15.0
• Tokenizers 0.15.1