Show HN: Local pretrained classifiers, GPU not needed(github.com)
6 points by nico | 1 comments
GitHub repository for Jeffy, a Python library of pretrained text classifiers that run and retrain locally on CPU without a GPU.
#text-classification on Hacker News
4 stories tagged text-classification, newest first.
Show HN: Jevstiller – Distill Jev into a local model, with a disagreement bound(jevstiller.pages.dev)
54 points by tgluck | 8 comments
Documentation post for Jevstiller, a tool that distills the Jev classification API into a local model, explaining its 98% agreement rate and disagreement guarantee.
Language models for text classification: From bag-of-words to Jev(magazine.sebastianraschka.com)
181 points by Anon84 | 9 comments
Sebastian Raschka's Ahead of AI newsletter post giving a visual guide to text classification, from bag-of-words through RNNs, CNNs, and transformers to Jev-like APIs and calibration.
Bad numbers in the “gzip beats BERT” paper?(kenschutte.com)
341 points by ks2048 | 109 comments
Blog post arguing the "gzip beats BERT" text classification paper reports top-2 accuracy instead of kNN(k=2) accuracy due to a code bug, inflating results.