Training Loss	Epoch	Step	Validation Loss	Accuracy	Brier Loss	Nll	F1 Micro	F1 Macro	Ece	Aurc
No log	1.0	125	5.6533	0.5288	0.6696	3.8280	0.5288	0.4993	0.2170	0.2294
No log	2.0	250	5.3016	0.6285	0.5364	2.7651	0.6285	0.6089	0.1861	0.1465
No log	3.0	375	5.1153	0.696	0.4775	2.4052	0.696	0.6956	0.2003	0.1078
5.7003	4.0	500	4.9491	0.7358	0.3968	2.1532	0.7358	0.7375	0.1406	0.0813
5.7003	5.0	625	4.8556	0.754	0.3676	1.8243	0.754	0.7472	0.1001	0.0756
5.7003	6.0	750	4.8060	0.7625	0.3475	1.8558	0.7625	0.7636	0.0808	0.0696
5.7003	7.0	875	4.8301	0.7648	0.3320	1.7367	0.7648	0.7663	0.0434	0.0677
4.6459	8.0	1000	4.7883	0.7692	0.3305	1.8366	0.7692	0.7728	0.0532	0.0666
4.6459	9.0	1125	4.8347	0.7762	0.3282	1.7122	0.7762	0.7789	0.0610	0.0675
4.6459	10.0	1250	4.8679	0.7682	0.3338	1.8225	0.7682	0.7713	0.0634	0.0672
4.6459	11.0	1375	4.9875	0.7655	0.3521	1.9651	0.7655	0.7647	0.0914	0.0692
4.2436	12.0	1500	4.9708	0.77	0.3410	2.0195	0.7700	0.7694	0.0838	0.0684
4.2436	13.0	1625	4.9246	0.7752	0.3349	1.8150	0.7752	0.7758	0.0801	0.0666
4.2436	14.0	1750	4.9235	0.776	0.3327	1.8364	0.776	0.7782	0.0896	0.0628
4.2436	15.0	1875	4.9149	0.7817	0.3348	1.9243	0.7817	0.7857	0.0917	0.0650
4.0997	16.0	2000	4.8998	0.7837	0.3255	1.8326	0.7837	0.7874	0.0901	0.0637
4.0997	17.0	2125	4.9658	0.7792	0.3358	1.8156	0.7792	0.7815	0.1025	0.0640
4.0997	18.0	2250	4.9819	0.7905	0.3256	1.8605	0.7905	0.7919	0.1016	0.0613
4.0997	19.0	2375	5.0040	0.778	0.3417	1.9392	0.778	0.7800	0.1095	0.0638
4.0325	20.0	2500	5.0084	0.7817	0.3387	1.9882	0.7817	0.7833	0.1043	0.0642
4.0325	21.0	2625	5.0680	0.7805	0.3473	1.8641	0.7805	0.7803	0.1200	0.0631
4.0325	22.0	2750	5.0324	0.7808	0.3395	1.8541	0.7808	0.7835	0.1124	0.0620
4.0325	23.0	2875	5.0734	0.7845	0.3446	1.9087	0.7845	0.7884	0.1170	0.0625
3.99	24.0	3000	5.2144	0.782	0.3564	1.9540	0.782	0.7845	0.1293	0.0640
3.99	25.0	3125	5.0299	0.7873	0.3387	1.8106	0.7873	0.7887	0.1167	0.0614
3.99	26.0	3250	5.0673	0.792	0.3318	1.7538	0.792	0.7930	0.1134	0.0599
3.99	27.0	3375	5.0854	0.791	0.3379	1.8144	0.791	0.7932	0.1253	0.0586
3.9606	28.0	3500	5.0962	0.787	0.3403	1.7780	0.787	0.7884	0.1224	0.0592
3.9606	29.0	3625	5.0812	0.7877	0.3379	1.7721	0.7877	0.7900	0.1247	0.0592
3.9606	30.0	3750	5.1318	0.7905	0.3359	1.8105	0.7905	0.7931	0.1290	0.0597
3.9606	31.0	3875	5.0330	0.7953	0.3276	1.7361	0.7953	0.7978	0.1144	0.0584
3.9355	32.0	4000	5.0843	0.7975	0.3276	1.7556	0.7975	0.7990	0.1236	0.0560
3.9355	33.0	4125	5.1843	0.7995	0.3315	1.7084	0.7995	0.8004	0.1297	0.0575
3.9355	34.0	4250	5.1703	0.7987	0.3333	1.6918	0.7987	0.8000	0.1257	0.0580
3.9355	35.0	4375	5.1933	0.7937	0.3372	1.7084	0.7937	0.7941	0.1307	0.0561
3.9148	36.0	4500	5.1404	0.7987	0.3275	1.6423	0.7987	0.8011	0.1308	0.0547
3.9148	37.0	4625	5.1734	0.8017	0.3272	1.6836	0.8017	0.8034	0.1272	0.0572
3.9148	38.0	4750	5.2479	0.802	0.3322	1.7081	0.802	0.8032	0.1353	0.0550
3.9148	39.0	4875	5.1921	0.8	0.3320	1.6554	0.8000	0.8012	0.1334	0.0538
3.9001	40.0	5000	5.2477	0.801	0.3353	1.6333	0.801	0.8022	0.1390	0.0539
3.9001	41.0	5125	5.2140	0.801	0.3299	1.6370	0.801	0.8017	0.1340	0.0544
3.9001	42.0	5250	5.2660	0.807	0.3303	1.6090	0.807	0.8079	0.1339	0.0545
3.9001	43.0	5375	5.2884	0.8007	0.3319	1.6816	0.8007	0.8022	0.1394	0.0547
3.8892	44.0	5500	5.3358	0.804	0.3352	1.6399	0.804	0.8049	0.1387	0.0560
3.8892	45.0	5625	5.3545	0.8043	0.3349	1.6445	0.8043	0.8060	0.1408	0.0555
3.8892	46.0	5750	5.4026	0.8033	0.3373	1.6493	0.8033	0.8049	0.1439	0.0567
3.8892	47.0	5875	5.4195	0.8015	0.3386	1.6393	0.8015	0.8031	0.1468	0.0570
3.8834	48.0	6000	5.4409	0.803	0.3396	1.6392	0.803	0.8046	0.1458	0.0574
3.8834	49.0	6125	5.4501	0.8023	0.3395	1.6367	0.8023	0.8039	0.1468	0.0574
3.8834	50.0	6250	5.4561	0.802	0.3399	1.6335	0.802	0.8037	0.1478	0.0576

Framework versions

Transformers 4.26.1
Pytorch 1.13.1.post200
Datasets 2.9.0
Tokenizers 0.13.2

jordyvl/rvlcdip-tiny_rvl_cdip-NK1000_kd_NKD_t1.0_g1.5

rvlcdip-tiny_rvl_cdip-NK1000_kd_NKD_t1.0_g1.5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jordyvl/
rvlcdip-tiny_rvl_cdip-NK1000_kd_NKD_t1.0_g1.5