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https://github.com/beomi/transformers-pytorch-gpu

💡 Docker image for Huggingface 🤗 Transformers + GPU + Jupyter notebook + OhMyZsh

https://github.com/beomi/transformers-pytorch-gpu

Science Score: 26.0%

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

  • â—‹
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • â—‹
    DOI references
  • â—‹
    Academic publication links
  • â—‹
    Committers with academic emails
  • â—‹
    Institutional organization owner
  • â—‹
    JOSS paper metadata
  • â—‹
    Scientific vocabulary similarity
    Low similarity (4.8%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

💡 Docker image for Huggingface 🤗 Transformers + GPU + Jupyter notebook + OhMyZsh

Basic Info
  • Host: GitHub
  • Owner: Beomi
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: master
  • Homepage:
  • Size: 24.4 KB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created almost 6 years ago · Last pushed over 5 years ago
Metadata Files
Readme License

README.md

transformers-pytorch-gpu

💡 Docker setup for Huggingface 🤗 Transformers + GPU + Jupyter notebook + OhMyZsh

Features

  • Base Docker image: NVIDIA PyTorch 20.08 (1.7.0)
    • Built-in PyTorch 1.7 & CUDA
  • Added pip packages:
    • jupyter
    • pytorch-lightning
    • neptune-client
    • transformers
    • emoji
    • soynlp
    • konlpy
  • Custom uid support
  • Zsh & OhMyZsh support
  • Default LANG to en_US.UTF-8

How to use

💡 Do this first! 💡

shell id -u && id -g

If your result is like below:

bash $ id -u && id -g 1000 1000

GOTO -> Pull from dockerhub

Else:

(example) $ id -u && id -g 1004 1004

GOTO -> Build from scratch

Pull from dockerhub

shell git clone https://github.com/Beomi/transformers-pytorch-gpu cd transformers-pytorch-gpu docker pull beomi/transformers-pytorch-gpu:latest ./run.sh

Now open http://your-server-ip:42000

Jupyter Notebook is waiting for you :)

Build from scratch

shell git clone https://github.com/Beomi/transformers-pytorch-gpu cd transformers-pytorch-gpu ./build.sh ./run.sh

Now open http://your-server-ip:42000

Jupyter Notebook is waiting for you :)

Owner

  • Name: Junbum Lee
  • Login: Beomi
  • Kind: user
  • Location: Seoul, South Korea

AI/ML GDE @ml-gde. Korean AI/NLP Researcher and creator of multiple Korean PLMs. Focused on advancing Open LLMs.

GitHub Events

Total
Last Year

Committers

Last synced: over 1 year ago

All Time
  • Total Commits: 17
  • Total Committers: 2
  • Avg Commits per committer: 8.5
  • Development Distribution Score (DDS): 0.059
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Junbum Lee j****n@b****t 16
beomi j****e@n****m 1
Committer Domains (Top 20 + Academic)
navercorp.com: 1 beomi.net: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Dependencies

1.6.0/Dockerfile docker
  • pytorch/pytorch 1.6.0-cuda10.1-cudnn7-devel build
1.6.0-ZeroOffload/Dockerfile docker
  • pytorch/pytorch 1.6.0-cuda10.1-cudnn7-devel build
1.7.0-nvcr/Dockerfile docker
  • nvcr.io/nvidia/pytorch 20.08-py3 build
1.6.0/requirements.txt pypi
  • bokeh *
  • emoji *
  • fairseq *
  • gensim *
  • jupyter *
  • konlpy *
  • matplotlib *
  • neptune-client *
  • neptune-notebooks *
  • nltk *
  • pandas *
  • pytorch-lightning *
  • seaborn *
  • sklearn *
  • soynlp *
  • spacy *
  • tqdm *
  • transformers *
1.6.0-ZeroOffload/requirements.txt pypi
  • bokeh *
  • emoji *
  • fairseq *
  • gensim *
  • jupyter *
  • konlpy *
  • korpora *
  • matplotlib *
  • neptune-client *
  • neptune-notebooks *
  • nltk *
  • pandas *
  • pytorch-lightning *
  • seaborn *
  • sklearn *
  • soynlp *
  • spacy *
  • tqdm *
  • transformers *