unslothai/unsloth

Add support for LISA ?

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#285 opened on Mar 28, 2024

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

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Description

Hello any plans to support with LISA ?

Arxiv: https://arxiv.org/pdf/2403.17919.pdf

how it compares in the terms of VRAM usage ? standard 16 bit model fine tuning ?

Contributor guide

Research direction
Read the LISA paper to understand the algorithm, then explore the unsloth codebase to identify where to integrate it, likely in the training loop or optimizer. Test VRAM usage against standard fine tuning.
Tech stack
pythonpytorch
Domain
machine learningai
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.
3-5 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
PythonPyTorchDeep Learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40