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llm-from-scratch

https://github.com/apearlearring/llm-from-scratch

Science Score: 26.0%

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

  • ○
    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
    Unable to calculate vocabulary similarity
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: apearlearring
  • License: other
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 11.4 MB
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
Readme License Citation

Owner

  • Name: Ward
  • Login: apearlearring
  • Kind: user
  • Location: Muenster, TX

A passionate Machine Learning Engineer with over 8 years of experience and a deep understanding of the entire machine learning lifecycle.

GitHub Events

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Last Year

Dependencies

.github/workflows/basic-tests-linux.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/basic-tests-macos.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/basic-tests-old-pytorch.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/basic-tests-windows.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/check-links.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/check-spelling-errors.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/pep8-linter.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
setup/03_optional-docker-environment/.devcontainer/Dockerfile docker
  • pytorch/pytorch 2.5.0-cuda12.4-cudnn9-runtime build
ch02/02_bonus_bytepair-encoder/requirements-extra.txt pypi
  • requests *
  • tqdm *
  • transformers >=4.33.2
ch04/02_performance-analysis/requirements-extra.txt pypi
  • thop *
ch05/06_user_interface/requirements-extra.txt pypi
  • chainlit >=1.2.0
ch05/07_gpt_to_llama/requirements-extra.txt pypi
  • blobfile >=3.0.0
  • huggingface_hub >=0.24.7
  • ipywidgets >=8.1.2
  • safetensors >=0.4.4
  • sentencepiece >=0.1.99
ch05/07_gpt_to_llama/tests/test-requirements-extra.txt pypi
  • pytest >=8.1.1 test
  • transformers >=4.44.2 test
ch06/03_bonus_imdb-classification/requirements-extra.txt pypi
  • scikit-learn >=1.3.0
  • transformers >=4.33.2
ch06/04_user_interface/requirements-extra.txt pypi
  • chainlit >=1.2.0
ch07/02_dataset-utilities/requirements-extra.txt pypi
  • openai >=1.30.3
  • scikit-learn >=1.3.1
  • tqdm >=4.65.0
ch07/03_model-evaluation/requirements-extra.txt pypi
  • openai >=1.30.3
  • tqdm >=4.65.0
ch07/05_dataset-generation/requirements-extra.txt pypi
  • openai >=1.30.3
  • tqdm >=4.65.0
ch07/06_user_interface/requirements-extra.txt pypi
  • chainlit >=1.2.0
requirements.txt pypi
  • jupyterlab >=4.0
  • matplotlib >=3.7.1
  • numpy >=1.25,<2.0
  • pandas >=2.2.1
  • psutil >=5.9.5
  • tensorflow >=2.15.0
  • tiktoken >=0.5.1
  • torch >=2.0.1
  • tqdm >=4.66.1