Training Loss	Epoch	Step	Validation Loss	Accuracy	Brier Loss	Nll	F1 Micro	F1 Macro	Ece	Aurc
No log	0.96	3	2.3823	0.045	0.9050	9.6078	0.045	0.0481	0.1570	0.9673
No log	1.96	6	2.3642	0.05	0.9005	8.5700	0.0500	0.0549	0.1567	0.9599
No log	2.96	9	2.3130	0.095	0.8925	6.9490	0.095	0.0853	0.1833	0.9127
No log	3.96	12	2.2603	0.265	0.8804	5.6508	0.265	0.1642	0.2794	0.7458
No log	4.96	15	2.2077	0.38	0.8637	4.0696	0.38	0.2272	0.3548	0.4172
No log	5.96	18	2.1176	0.47	0.8411	2.4954	0.47	0.3062	0.4299	0.2410
No log	6.96	21	2.0268	0.64	0.8132	2.0526	0.64	0.5126	0.5273	0.1330
No log	7.96	24	1.9258	0.735	0.7792	1.7187	0.735	0.6337	0.5870	0.0787
No log	8.96	27	1.8114	0.77	0.7409	1.3797	0.7700	0.6746	0.6034	0.0556
No log	9.96	30	1.7062	0.8	0.6999	1.1402	0.8000	0.7266	0.6005	0.0466
No log	10.96	33	1.5916	0.825	0.6548	0.9516	0.825	0.7706	0.5882	0.0427
No log	11.96	36	1.4855	0.86	0.6103	0.8848	0.8600	0.8201	0.5829	0.0388
No log	12.96	39	1.3944	0.87	0.5688	0.7924	0.87	0.8361	0.5720	0.0349
No log	13.96	42	1.3176	0.895	0.5326	0.6952	0.895	0.8740	0.5576	0.0324
No log	14.96	45	1.2435	0.9	0.4978	0.6632	0.9	0.8838	0.5370	0.0293
No log	15.96	48	1.1760	0.915	0.4653	0.6368	0.915	0.9034	0.5272	0.0257
No log	16.96	51	1.1101	0.915	0.4338	0.6194	0.915	0.9011	0.4963	0.0241
No log	17.96	54	1.0518	0.915	0.4058	0.6131	0.915	0.9011	0.4750	0.0231
No log	18.96	57	1.0011	0.915	0.3808	0.6125	0.915	0.9011	0.4479	0.0222
No log	19.96	60	0.9471	0.92	0.3566	0.5890	0.92	0.9102	0.4353	0.0203
No log	20.96	63	0.8962	0.915	0.3352	0.5856	0.915	0.9047	0.4245	0.0185
No log	21.96	66	0.8635	0.92	0.3159	0.5865	0.92	0.9115	0.3999	0.0192
No log	22.96	69	0.8333	0.93	0.2987	0.5791	0.93	0.9260	0.3917	0.0189
No log	23.96	72	0.8079	0.925	0.2839	0.5871	0.925	0.9159	0.3733	0.0173
No log	24.96	75	0.7644	0.93	0.2681	0.5755	0.93	0.9233	0.3644	0.0198
No log	25.96	78	0.7443	0.925	0.2567	0.5750	0.925	0.9204	0.3419	0.0193
No log	26.96	81	0.7250	0.93	0.2461	0.5722	0.93	0.9227	0.3345	0.0176
No log	27.96	84	0.6988	0.93	0.2344	0.5118	0.93	0.9227	0.3151	0.0172
No log	28.96	87	0.6923	0.935	0.2272	0.5730	0.935	0.9303	0.3162	0.0175
No log	29.96	90	0.6752	0.935	0.2196	0.5646	0.935	0.9303	0.3016	0.0179
No log	30.96	93	0.6576	0.93	0.2117	0.5554	0.93	0.9227	0.2934	0.0188
No log	31.96	96	0.6476	0.93	0.2073	0.5617	0.93	0.9227	0.2867	0.0193
No log	32.96	99	0.6349	0.93	0.2009	0.5648	0.93	0.9245	0.2818	0.0178
No log	33.96	102	0.6195	0.92	0.1949	0.6098	0.92	0.9140	0.2612	0.0185
No log	34.96	105	0.6158	0.92	0.1921	0.6190	0.92	0.9140	0.2659	0.0184
No log	35.96	108	0.6093	0.93	0.1891	0.6182	0.93	0.9273	0.2616	0.0187
No log	36.96	111	0.6007	0.925	0.1854	0.6169	0.925	0.9170	0.2561	0.0182
No log	37.96	114	0.5877	0.925	0.1815	0.5400	0.925	0.9170	0.2575	0.0179
No log	38.96	117	0.5887	0.925	0.1793	0.6079	0.925	0.9170	0.2544	0.0188
No log	39.96	120	0.5865	0.915	0.1775	0.6123	0.915	0.9107	0.2510	0.0192
No log	40.96	123	0.5753	0.925	0.1738	0.5984	0.925	0.9230	0.2323	0.0190
No log	41.96	126	0.5727	0.92	0.1738	0.5394	0.92	0.9140	0.2305	0.0184
No log	42.96	129	0.5644	0.92	0.1724	0.5476	0.92	0.9140	0.2276	0.0186
No log	43.96	132	0.5597	0.92	0.1703	0.6031	0.92	0.9140	0.2285	0.0194
No log	44.96	135	0.5597	0.92	0.1688	0.6026	0.92	0.9140	0.2216	0.0187
No log	45.96	138	0.5580	0.925	0.1676	0.6051	0.925	0.9170	0.2194	0.0187
No log	46.96	141	0.5541	0.925	0.1658	0.6063	0.925	0.9170	0.2252	0.0184
No log	47.96	144	0.5533	0.925	0.1654	0.6153	0.925	0.9170	0.2164	0.0183
No log	48.96	147	0.5464	0.925	0.1629	0.6085	0.925	0.9170	0.2225	0.0183
No log	49.96	150	0.5407	0.925	0.1612	0.5988	0.925	0.9170	0.2187	0.0179
No log	50.96	153	0.5432	0.92	0.1625	0.6095	0.92	0.9150	0.2040	0.0177
No log	51.96	156	0.5425	0.915	0.1648	0.6964	0.915	0.9118	0.1977	0.0182
No log	52.96	159	0.5376	0.915	0.1623	0.6959	0.915	0.9118	0.2129	0.0192
No log	53.96	162	0.5299	0.915	0.1596	0.6710	0.915	0.9118	0.2120	0.0194
No log	54.96	165	0.5240	0.92	0.1579	0.6072	0.92	0.9150	0.2076	0.0183
No log	55.96	168	0.5297	0.92	0.1583	0.6704	0.92	0.9150	0.1997	0.0182
No log	56.96	171	0.5307	0.915	0.1585	0.6782	0.915	0.9118	0.2091	0.0187
No log	57.96	174	0.5257	0.925	0.1566	0.6692	0.925	0.9180	0.1970	0.0193
No log	58.96	177	0.5281	0.925	0.1576	0.6703	0.925	0.9180	0.2007	0.0182
No log	59.96	180	0.5282	0.92	0.1579	0.6690	0.92	0.9150	0.1842	0.0185
No log	60.96	183	0.5212	0.92	0.1573	0.6672	0.92	0.9150	0.1957	0.0189
No log	61.96	186	0.5203	0.92	0.1554	0.6655	0.92	0.9207	0.1918	0.0199
No log	62.96	189	0.5166	0.915	0.1557	0.6689	0.915	0.9118	0.1817	0.0195
No log	63.96	192	0.5168	0.915	0.1556	0.6695	0.915	0.9118	0.1895	0.0191
No log	64.96	195	0.5153	0.915	0.1547	0.6661	0.915	0.9118	0.1879	0.0188
No log	65.96	198	0.5157	0.915	0.1545	0.6665	0.915	0.9118	0.1890	0.0191
No log	66.96	201	0.5181	0.915	0.1549	0.6703	0.915	0.9118	0.1890	0.0191
No log	67.96	204	0.5168	0.915	0.1542	0.6686	0.915	0.9118	0.1882	0.0193
No log	68.96	207	0.5120	0.93	0.1532	0.6643	0.93	0.9269	0.1901	0.0195
No log	69.96	210	0.5091	0.92	0.1528	0.6596	0.92	0.9150	0.1866	0.0194
No log	70.96	213	0.5093	0.92	0.1526	0.6607	0.92	0.9150	0.1847	0.0182
No log	71.96	216	0.5143	0.925	0.1538	0.6675	0.925	0.9180	0.1789	0.0180
No log	72.96	219	0.5145	0.925	0.1550	0.6728	0.925	0.9180	0.1765	0.0187
No log	73.96	222	0.5090	0.92	0.1540	0.6658	0.92	0.9150	0.1904	0.0191
No log	74.96	225	0.5069	0.92	0.1530	0.6606	0.92	0.9150	0.1840	0.0189
No log	75.96	228	0.5051	0.92	0.1524	0.6624	0.92	0.9150	0.1925	0.0186
No log	76.96	231	0.5089	0.92	0.1539	0.6698	0.92	0.9150	0.1759	0.0189
No log	77.96	234	0.5053	0.92	0.1528	0.6647	0.92	0.9150	0.1748	0.0188
No log	78.96	237	0.5028	0.92	0.1524	0.6598	0.92	0.9150	0.1821	0.0182
No log	79.96	240	0.5043	0.92	0.1527	0.6615	0.92	0.9150	0.1810	0.0181
No log	80.96	243	0.5014	0.92	0.1523	0.6622	0.92	0.9150	0.1733	0.0184
No log	81.96	246	0.5035	0.92	0.1531	0.6635	0.92	0.9150	0.1791	0.0183
No log	82.96	249	0.5052	0.92	0.1538	0.6669	0.92	0.9150	0.1799	0.0186
No log	83.96	252	0.5040	0.92	0.1533	0.6640	0.92	0.9150	0.1833	0.0188
No log	84.96	255	0.5008	0.92	0.1530	0.6588	0.92	0.9150	0.1735	0.0188
No log	85.96	258	0.5027	0.915	0.1538	0.6599	0.915	0.9121	0.1751	0.0187
No log	86.96	261	0.5075	0.915	0.1551	0.6661	0.915	0.9121	0.1684	0.0187
No log	87.96	264	0.5107	0.92	0.1555	0.6734	0.92	0.9150	0.1748	0.0186
No log	88.96	267	0.5035	0.92	0.1534	0.6676	0.92	0.9150	0.1810	0.0192
No log	89.96	270	0.5006	0.92	0.1523	0.6624	0.92	0.9150	0.1867	0.0200
No log	90.96	273	0.4984	0.92	0.1521	0.6605	0.92	0.9150	0.1704	0.0201
No log	91.96	276	0.4976	0.92	0.1518	0.6586	0.92	0.9150	0.1702	0.0201
No log	92.96	279	0.4986	0.92	0.1520	0.6584	0.92	0.9150	0.1701	0.0201
No log	93.96	282	0.5005	0.92	0.1526	0.6596	0.92	0.9150	0.1714	0.0201
No log	94.96	285	0.5025	0.92	0.1533	0.6614	0.92	0.9150	0.1820	0.0202
No log	95.96	288	0.5043	0.92	0.1539	0.6634	0.92	0.9150	0.1721	0.0195
No log	96.96	291	0.5056	0.92	0.1542	0.6644	0.92	0.9150	0.1783	0.0194
No log	97.96	294	0.5075	0.92	0.1544	0.6648	0.92	0.9150	0.1723	0.0194
No log	98.96	297	0.5077	0.92	0.1544	0.6649	0.92	0.9150	0.1722	0.0194
No log	99.96	300	0.5075	0.92	0.1544	0.6650	0.92	0.9150	0.1721	0.0193

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

vit-base_rvl_tobacco_crl

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jordyvl/
vit-base_rvl_tobacco_crl