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gated-dual-cafebert-vimednli-sota
trinhtrantran122/gated-dual-cafebert-vimednli-sota
gated-dual-cafebert-vimednli-sota is a machine learning model from trinhtrantran122. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Checkpoint tốt nhất của mô hình Gated-Dual CafeBERT trên bộ dữ liệu VIMEDNLI.
Access
Public
Updated Aug 30, 2026
Repo size
6.8 GB
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Repo makeup
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.bin2.3 GB · 99%
At a glance
- Access
- Public
- Created
- Aug 29, 2026
- Updated
- Aug 30, 2026
- SHA
- 3d284e77
Model card
From the Hugging Face model README
🏆 Gated-Dual CafeBERT — VIMEDNLI
Checkpoint tốt nhất của mô hình Gated-Dual CafeBERT trên bộ dữ liệu VIMEDNLI.
Results
- Peak Test Macro-F1: 0.8147
- Peak Test Accuracy: 0.8150
- Seed: 2024
Architecture
Backbone:
uitnlp/CafeBERT
Pipeline:
CafeBERT → Attentive Premise/Hypothesis Pooling → Pairwise Relation Features → 128-d Relation Bottleneck → Residual Gating → Multi-Sample Dropout → NLI Classifier
Training additionally uses:
- Multi-Sample Dropout (MSD)
- Parameter Exponential Moving Average (EMA)
Task
Vietnamese Natural Language Inference:
- Entailment
- Contradiction
- Neutral
- Languages
- vi
- Created
- Aug 29, 2026
- Updated
- Aug 30, 2026