FedML-AI/FedML

OverflowError when use fednlp to train model.

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#453 opened on Aug 5, 2022

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Description

Hello, I changed model type from "facebook/bart-base" to "facebook/bart-large-cnn". And get this error: image What should I do to slove this problem? Can you give me some tips?

Contributor guide

Research direction
Investigate the overflow error by comparing model sizes between bart base and bart large cnn; check if memory or batch size needs adjustment, and look into the fednlp codebase for any hardcoded tensor sizes.
Tech stack
python
Domain
machine learning
Issue type
Bug
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonHugging Face Transformers
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70