microsoft/TransformerCompression

How to export entire model?

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#114 opened on Mar 6, 2024

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Description

Hi, the sliced model are exported to .pt file (only parameters, without structure). However, I want to deploy the model otherwhere, so I have to have the model structure and then can load the pretrained parameters. So how can I do this? How can I export the entire model? thanks!

Contributor guide

Research direction
Investigate how to export the entire model including architecture in PyTorch, for example by using torch.save(model, 'model.pt') or torch.jit.script(model). Check the repository's existing export utilities or documentation.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Documentation
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.
Clear
Prerequisites
PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70