Training Loss	Epoch	Step	Validation Loss	Accuracy	Brier Loss	Nll	F1 Micro	F1 Macro	Ece	Aurc
No log	0.96	3	2.3674	0.04	0.9050	9.6086	0.04	0.0438	0.1520	0.9678
No log	1.96	6	2.3484	0.05	0.9004	8.5656	0.0500	0.0549	0.1567	0.9600
No log	2.96	9	2.3106	0.095	0.8923	6.8919	0.095	0.0853	0.1832	0.9122
No log	3.96	12	2.2538	0.27	0.8801	5.5263	0.27	0.1666	0.2921	0.7417
No log	4.96	15	2.1898	0.39	0.8630	3.9890	0.39	0.2376	0.3516	0.4066
No log	5.96	18	2.1124	0.49	0.8400	2.4772	0.49	0.3221	0.4366	0.2273
No log	6.96	21	2.0178	0.65	0.8115	2.0300	0.65	0.5251	0.5447	0.1261
No log	7.96	24	1.9053	0.74	0.7769	1.7062	0.74	0.6400	0.5939	0.0731
No log	8.96	27	1.7938	0.78	0.7383	1.3250	0.78	0.6962	0.6183	0.0523
No log	9.96	30	1.6845	0.825	0.6966	1.1128	0.825	0.7679	0.6216	0.0419
No log	10.96	33	1.5726	0.835	0.6507	0.9279	0.835	0.7902	0.5892	0.0413
No log	11.96	36	1.4703	0.855	0.6058	0.8610	0.855	0.8168	0.5789	0.0388
No log	12.96	39	1.3783	0.88	0.5647	0.7009	0.88	0.8462	0.5745	0.0333
No log	13.96	42	1.2986	0.885	0.5277	0.6657	0.885	0.8617	0.5458	0.0319
No log	14.96	45	1.2260	0.91	0.4930	0.6487	0.91	0.8999	0.5400	0.0284
No log	15.96	48	1.1579	0.91	0.4596	0.6307	0.91	0.8999	0.5268	0.0261
No log	16.96	51	1.0942	0.915	0.4281	0.5573	0.915	0.9011	0.4938	0.0242
No log	17.96	54	1.0383	0.915	0.4004	0.6216	0.915	0.9011	0.4780	0.0228
No log	18.96	57	0.9877	0.92	0.3742	0.6119	0.92	0.9077	0.4502	0.0212
No log	19.96	60	0.9380	0.925	0.3495	0.5968	0.925	0.9167	0.4332	0.0195
No log	20.96	63	0.8961	0.92	0.3280	0.5971	0.92	0.9130	0.4097	0.0188
No log	21.96	66	0.8581	0.925	0.3086	0.5969	0.925	0.9169	0.4032	0.0190
No log	22.96	69	0.8218	0.92	0.2901	0.5901	0.92	0.9130	0.3764	0.0186
No log	23.96	72	0.7899	0.92	0.2741	0.5890	0.92	0.9130	0.3736	0.0181
No log	24.96	75	0.7627	0.93	0.2603	0.5946	0.93	0.9245	0.3535	0.0175
No log	25.96	78	0.7346	0.93	0.2470	0.5839	0.93	0.9245	0.3440	0.0165
No log	26.96	81	0.7114	0.93	0.2361	0.5823	0.93	0.9245	0.3261	0.0169
No log	27.96	84	0.6914	0.93	0.2265	0.5842	0.93	0.9245	0.3151	0.0170
No log	28.96	87	0.6730	0.925	0.2179	0.5840	0.925	0.9216	0.3048	0.0170
No log	29.96	90	0.6564	0.92	0.2107	0.6412	0.92	0.9159	0.2932	0.0171
No log	30.96	93	0.6416	0.92	0.2043	0.6918	0.92	0.9159	0.2884	0.0172
No log	31.96	96	0.6287	0.92	0.1986	0.6890	0.92	0.9140	0.2801	0.0169
No log	32.96	99	0.6165	0.92	0.1934	0.6360	0.92	0.9150	0.2650	0.0170
No log	33.96	102	0.6064	0.92	0.1892	0.6819	0.92	0.9150	0.2585	0.0170
No log	34.96	105	0.5970	0.92	0.1855	0.6806	0.92	0.9150	0.2525	0.0169
No log	35.96	108	0.5880	0.915	0.1818	0.6778	0.915	0.9121	0.2494	0.0171
No log	36.96	111	0.5801	0.91	0.1789	0.6766	0.91	0.9089	0.2427	0.0170
No log	37.96	114	0.5732	0.91	0.1764	0.6757	0.91	0.9089	0.2376	0.0166
No log	38.96	117	0.5672	0.91	0.1739	0.6741	0.91	0.9089	0.2337	0.0165
No log	39.96	120	0.5617	0.91	0.1717	0.6732	0.91	0.9089	0.2305	0.0165
No log	40.96	123	0.5562	0.91	0.1698	0.6723	0.91	0.9089	0.2266	0.0164
No log	41.96	126	0.5516	0.91	0.1682	0.6724	0.91	0.9089	0.2230	0.0165
No log	42.96	129	0.5470	0.91	0.1666	0.6719	0.91	0.9089	0.2201	0.0165
No log	43.96	132	0.5428	0.91	0.1653	0.6718	0.91	0.9089	0.2174	0.0167
No log	44.96	135	0.5400	0.91	0.1642	0.6726	0.91	0.9089	0.2145	0.0167
No log	45.96	138	0.5373	0.91	0.1632	0.6738	0.91	0.9089	0.2216	0.0168
No log	46.96	141	0.5347	0.91	0.1621	0.6744	0.91	0.9089	0.2095	0.0167
No log	47.96	144	0.5318	0.91	0.1613	0.6775	0.91	0.9089	0.2074	0.0166
No log	48.96	147	0.5294	0.91	0.1606	0.7357	0.91	0.9089	0.2054	0.0166
No log	49.96	150	0.5270	0.91	0.1598	0.7350	0.91	0.9089	0.2029	0.0166
No log	50.96	153	0.5240	0.91	0.1593	0.7347	0.91	0.9089	0.1920	0.0166
No log	51.96	156	0.5218	0.91	0.1586	0.7340	0.91	0.9089	0.1902	0.0167
No log	52.96	159	0.5200	0.91	0.1581	0.7336	0.91	0.9089	0.1925	0.0168
No log	53.96	162	0.5178	0.905	0.1576	0.7333	0.905	0.9056	0.1903	0.0171
No log	54.96	165	0.5156	0.905	0.1571	0.7323	0.905	0.9056	0.1888	0.0172
No log	55.96	168	0.5138	0.905	0.1565	0.7318	0.905	0.9056	0.1971	0.0172
No log	56.96	171	0.5122	0.905	0.1561	0.7313	0.905	0.9056	0.1771	0.0173
No log	57.96	174	0.5106	0.905	0.1557	0.7308	0.905	0.9056	0.1947	0.0175
No log	58.96	177	0.5093	0.905	0.1554	0.7308	0.905	0.9056	0.2033	0.0176
No log	59.96	180	0.5080	0.905	0.1550	0.7307	0.905	0.9056	0.2021	0.0175
No log	60.96	183	0.5068	0.905	0.1547	0.7305	0.905	0.9056	0.1914	0.0176
No log	61.96	186	0.5055	0.905	0.1545	0.7301	0.905	0.9056	0.1813	0.0178
No log	62.96	189	0.5039	0.905	0.1541	0.7292	0.905	0.9056	0.1803	0.0178
No log	63.96	192	0.5029	0.905	0.1539	0.7297	0.905	0.9056	0.1893	0.0179
No log	64.96	195	0.5018	0.905	0.1537	0.7292	0.905	0.9056	0.1883	0.0178
No log	65.96	198	0.5007	0.905	0.1534	0.7286	0.905	0.9056	0.1873	0.0178
No log	66.96	201	0.5002	0.905	0.1534	0.7292	0.905	0.9056	0.1869	0.0179
No log	67.96	204	0.4993	0.905	0.1532	0.7287	0.905	0.9056	0.1771	0.0179
No log	68.96	207	0.4989	0.905	0.1530	0.7287	0.905	0.9056	0.1668	0.0179
No log	69.96	210	0.4988	0.905	0.1530	0.7290	0.905	0.9056	0.1664	0.0179
No log	70.96	213	0.4983	0.905	0.1528	0.7289	0.905	0.9056	0.1658	0.0179
No log	71.96	216	0.4977	0.905	0.1526	0.7290	0.905	0.9056	0.1653	0.0180
No log	72.96	219	0.4971	0.905	0.1525	0.7289	0.905	0.9056	0.1732	0.0181
No log	73.96	222	0.4966	0.905	0.1525	0.7291	0.905	0.9056	0.1731	0.0181
No log	74.96	225	0.4961	0.905	0.1523	0.7291	0.905	0.9056	0.1726	0.0182
No log	75.96	228	0.4955	0.905	0.1522	0.7292	0.905	0.9056	0.1718	0.0181
No log	76.96	231	0.4950	0.905	0.1521	0.7290	0.905	0.9056	0.1714	0.0181
No log	77.96	234	0.4945	0.905	0.1520	0.7289	0.905	0.9056	0.1712	0.0181
No log	78.96	237	0.4946	0.905	0.1519	0.7290	0.905	0.9056	0.1709	0.0181
No log	79.96	240	0.4944	0.905	0.1518	0.7292	0.905	0.9056	0.1705	0.0181
No log	80.96	243	0.4942	0.905	0.1518	0.7293	0.905	0.9056	0.1732	0.0182
No log	81.96	246	0.4939	0.905	0.1517	0.7293	0.905	0.9056	0.1698	0.0182
No log	82.96	249	0.4937	0.905	0.1517	0.7299	0.905	0.9056	0.1695	0.0182
No log	83.96	252	0.4932	0.905	0.1515	0.7294	0.905	0.9056	0.1698	0.0182
No log	84.96	255	0.4929	0.905	0.1514	0.7292	0.905	0.9056	0.1695	0.0182
No log	85.96	258	0.4928	0.905	0.1515	0.7297	0.905	0.9056	0.1693	0.0182
No log	86.96	261	0.4925	0.905	0.1514	0.7296	0.905	0.9056	0.1690	0.0182
No log	87.96	264	0.4923	0.905	0.1513	0.7294	0.905	0.9056	0.1688	0.0183
No log	88.96	267	0.4921	0.905	0.1512	0.7296	0.905	0.9056	0.1687	0.0182
No log	89.96	270	0.4920	0.905	0.1512	0.7299	0.905	0.9056	0.1685	0.0182
No log	90.96	273	0.4918	0.905	0.1512	0.7298	0.905	0.9056	0.1683	0.0182
No log	91.96	276	0.4917	0.905	0.1512	0.7298	0.905	0.9056	0.1775	0.0183
No log	92.96	279	0.4916	0.905	0.1512	0.7299	0.905	0.9056	0.1773	0.0183
No log	93.96	282	0.4915	0.905	0.1511	0.7300	0.905	0.9056	0.1843	0.0184
No log	94.96	285	0.4915	0.905	0.1511	0.7300	0.905	0.9056	0.1842	0.0184
No log	95.96	288	0.4915	0.905	0.1511	0.7302	0.905	0.9056	0.1841	0.0184
No log	96.96	291	0.4914	0.905	0.1511	0.7302	0.905	0.9056	0.1840	0.0184
No log	97.96	294	0.4914	0.905	0.1511	0.7302	0.905	0.9056	0.1840	0.0184
No log	98.96	297	0.4914	0.905	0.1511	0.7302	0.905	0.9056	0.1840	0.0184
No log	99.96	300	0.4914	0.905	0.1511	0.7302	0.905	0.9056	0.1839	0.0184

Framework versions

Transformers 4.26.1
Pytorch 1.13.1.post200
Datasets 2.9.0
Tokenizers 0.13.2

jordyvl/vit-base_rvl_tobacco_crl_allv2

vit-base_rvl_tobacco_crl_allv2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jordyvl/
vit-base_rvl_tobacco_crl_allv2