lucidrains/imagen-pytorch

Improvements for beginners

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#307 opened on Jan 26, 2023

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 (8 comments) (2 reactions) (0 assignees)Python (690 forks)batch import
good first issuehelp wanted

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Description

  • Add Documentation to set up a training loop
  • Support for webdataset
  • slurm (as people wanted it in the LAION discord)
  • Docs for advanced parameters
  • Requirements (for small scale and large scale training)
  • preencoding ( ability to use seperate Cuda device )

Contributor guide

Research direction
Identify one specific improvement item from the list (e.g., documentation for training loop) and implement it, starting by examining the existing codebase and documentation structure.
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.
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.
Needs investigation
Prerequisites
PythonPyTorchbasic machine learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65