microsoft / microsoft/TransformerCompression
How to export entire model?
Open
Nobody has claimed this yet.
good first issue
help wanted
- Dominant language
- Python
- Stars
- 460
- Forks
- 58
- Avg merge
- 8h 40m
- Merged PRs (30d)
- 1
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
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No file, test, or entry point is named. Start by locating the code that exports sliced models to .pt files and reviewing how model structure and pretrained parameters are loaded. Done should be a documented, supported way to export and deploy the complete model.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100