unslothai/unsloth

Can I use Unsloth / TRL to PEFT embeddings and rerankers?

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#343 opened on Apr 16, 2024

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 (2 comments) (0 reactions) (0 assignees)Python (5,658 forks)batch import
feature requesthelp wanted

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Description

I have done that with peft in the past with good and not so good results ;)

Contributor guide

Research direction
Investigate the Unsloth and TRL documentation to verify if they support PEFT for embeddings and rerankers. Check the comments on the issue for any maintainer responses. If not supported, consider adding a feature request or documentation update.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Needs maintainer response
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
basic understanding of PEFT
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30