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stonkfun-graduation-predictor
jrhode666/stonkfun-graduation-predictor
stonkfun-graduation-predictor is a tabular classification model from jrhode666. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
Tabular Transformer trained on 82,068 Stonkfun launches (status='graduated' label, 3.4% positive, time-ordered split).
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At a glance
- Task
- Tabular Classification
- Library
- transformers
- License
- mit
- Model type
- stonkfun_tabular
- Access
- Public
- Created
- Sep 21, 2026
- Updated
- Sep 21, 2026
- SHA
- 9ad55dcc
Datasets
Model card
From the Hugging Face model README
Stonkfun Graduation Predictor
Tabular Transformer trained on 82,068 Stonkfun launches (status='graduated' label, 3.4% positive, time-ordered split).
Leak-free features only: create-time metadata (name/symbol length, fees, creator, hour/dow, website) + 5m early-window candle features — same window as stonkfun_score_live.py.
Use
from modeling_stonkfun import StonkfunTabularModel
m = StonkfunTabularModel.from_pretrained('jrhode666/stonkfun-graduation-predictor')
Training
- 57,447 train / 12,310 val / 12,311 test (time-ordered)
- Val: AUC 0.890, AP 0.197, F1 0.225 · Test: AUC 0.878, AP 0.162, F1 0.209
- Task
- Tabular Classification
- Library
- transformers
- Type
- stonkfun_tabular
- License
- mit
- Languages
- en
- Created
- Sep 21, 2026
- Updated
- Sep 21, 2026