bigscience-workshop/petals

Add convenience methods to export and import fine-tuned prompts

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#268 opened on Feb 21, 2023

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1dayenhancementgood first issuehelp wanted

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Description

I can run"deep" prompt-tuning successfully.

but, how can I export the prefix tokens from the Petals client? and, how can I use the prefix tokens which export from Petals client when I want to do some inference job?

I appreciate you help

Contributor guide

Research direction
Explore the codebase to understand how prompt tuning prefix tokens are stored and used. Design and implement a method to save and load these tokens, possibly as JSON or pickle files.
Tech stack
python
Domain
backendmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
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
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60