Edit model card

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/model-cards#model-card-metadata)

DeBERTa trained from scratch

Source data: https://dumps.wikimedia.org/archive/2006/

Tools used: https://github.com/mikesong724/Point-in-Time-Language-Model

2006 wiki archive 2.7 GB trained 24 epochs = 65GB

GLUE benchmark

cola (3e): matthews corr: 0.2848

sst2 (3e): acc: 0.8876

mrpc (5e): F1: 0.8033, acc: 0.7108

stsb (3e): pearson: 0.7542, spearman: 0.7536

qqp (3e): acc: 0.8852, F1: 0.8461

mnli (3e): acc_mm: 0.7822

qnli (3e): acc: 0.8715

rte (3e): acc: 0.5235											

wnli (5e): acc: 0.3099

Downloads last month: 24

Inference Examples

Fill-Mask

This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.