lorafinetuningessentials

A folder containing files for finetuning of lora model

https://github.com/greatermonk/lorafinetuningessentials

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic links in README
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (0.6%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

A folder containing files for finetuning of lora model

Basic Info
  • Host: GitHub
  • Owner: greatermonk
  • License: unlicense
  • Language: Python
  • Default Branch: main
  • Size: 94.7 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
License Citation

Owner

  • Login: greatermonk
  • Kind: user

Citation (CITATION.cff)

cff-version: 1.2.0
title: 'Diffusers: State-of-the-art diffusion models'
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Patrick
    family-names: von Platen
  - given-names: Suraj
    family-names: Patil
  - given-names: Anton
    family-names: Lozhkov
  - given-names: Pedro
    family-names: Cuenca
  - given-names: Nathan
    family-names: Lambert
  - given-names: Kashif
    family-names: Rasul
  - given-names: Mishig
    family-names: Davaadorj
  - given-names: Dhruv
    family-names: Nair
  - given-names: Sayak
    family-names: Paul
  - given-names: Steven
    family-names: Liu
  - given-names: William
    family-names: Berman
  - given-names: Yiyi
    family-names: Xu
  - given-names: Thomas
    family-names: Wolf
repository-code: 'https://github.com/huggingface/diffusers'
abstract: >-
  Diffusers provides pretrained diffusion models across
  multiple modalities, such as vision and audio, and serves
  as a modular toolbox for inference and training of
  diffusion models.
keywords:
  - deep-learning
  - pytorch
  - image-generation
  - hacktoberfest
  - diffusion
  - text2image
  - image2image
  - score-based-generative-modeling
  - stable-diffusion
  - stable-diffusion-diffusers
license: Apache-2.0
version: 0.12.1

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Dependencies

text_to_image/requirements.txt pypi
  • Jinja2 *
  • accelerate >=0.16.0
  • datasets >=2.19.1
  • ftfy *
  • peft ==0.7.0
  • tensorboard *
  • torchvision *
  • transformers >=4.25.1
text_to_image/requirements_flax.txt pypi
  • Jinja2 *
  • datasets *
  • flax *
  • ftfy *
  • optax *
  • tensorboard *
  • torch *
  • torchvision *
  • transformers >=4.25.1
text_to_image/requirements_sdxl.txt pypi
  • Jinja2 *
  • accelerate >=0.22.0
  • datasets *
  • ftfy *
  • peft ==0.7.0
  • tensorboard *
  • torchvision *
  • transformers >=4.25.1