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Datasets:
AdhyanshVerma
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open-github-major-repos

Tasks:
Text Generation
Feature Extraction
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
100K - 1M
Tags:
github
commits
lazy-pointer
big-tech
microsoft
google
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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metadata 
license: gfdl
language:
  - en
tags:
  - github
  - commits
  - lazy-pointer
  - big-tech
  - microsoft
  - google
  - facebook
  - meta
  - intel
  - software-engineering
  - code-dataset
  - multi-repository
  - ai
  - machine-learning
  - pretraining
  - jsonl
  - parquet
task_categories:
  - text-generation
  - feature-extraction
pretty_name: AdhyanshVerma/open-github-major-repos
size_categories:
  - 100K<n<1M
configs:
  - config_name: default
    data_files:
      - split: train
        path: '**/*.parquet'
    default: true

🌐 AdhyanshVerma's Open GitHub Major Repos

An elite, curated collection of GitHub commit metadata from the world's most influential technology companies: Microsoft, Google, Meta, and Intel.

Format Size Records Data Size Domain

📖 Introduction

Welcome to AdhyanshVerma's Open GitHub Major Repos dataset. This dataset focuses exclusively on high-impact, industry-standard repositories maintained by the world's leading technology giants.

It utilizes the Lazy Pointer Pattern: instead of bloating your storage with petabytes of code files and complicating licensing, this dataset provides rich metadata and precise GitHub URLs for every commit. This allows AI pipelines and researchers to lazily fetch exact code diffs and trees on-demand, directly from the source.

Extraction Methodology & Scale: The dataset is generated through a rigorous asynchronous pipeline interacting directly with the GitHub API. To ensure high-signal data for ML applications, aggressive filtering is applied:

  • Commits with messages shorter than 20 characters are discarded.
  • Commits modifying an abnormally large number of files (e.g., >10,000 files from vendor drops) are skipped.
  • Data is processed and safely checkpointed in robust batches of 500 records.

Whether you're training Code LLMs, analyzing enterprise software engineering practices, or building code-RAG (Retrieval-Augmented Generation) systems, this dataset gives you the highest quality data from the engineers at Microsoft, Google, Meta, and Intel.

🚀 Dataset Highlights

  • Elite Quality: Codebases maintained by top-tier engineers with strict CI/CD, typing, and code review standards.
  • AI & Systems Heavy: Deep coverage of AI frameworks (TensorFlow, ONNX Runtime, PyTorch/Meta AI), systems programming (WSL2, gVisor, RocksDB), and web infrastructure (Playwright, React Native tooling).
  • Educational Goldmine: Includes Microsoft's legendary "For-Beginners" series (AI, Data Science, Generative AI).
  • License Safe: By storing pointers rather than code, you avoid redistributing potentially complex licenses. You fetch what you need, when you need it.

📊 Dataset Structure

The data is available in both JSONL and Parquet formats, split per repository for easy incremental loading.

Record Schema

Each record contains the following structure:

{
  "text": "Repo: microsoft/playwright\nCommit: [HASH]\nAuthor: [NAME]\nDate: [ISO-8601]\nFiles: 3 (+10/-5)\n\nMessage: [COMMIT_MESSAGE]",
  "metadata": {
    "id": "unique_hash_id",
    "repo": "microsoft/playwright",
    "hash": "commit_sha",
    "author": "Author Name",
    "email": "author@example.com",
    "date": "2023-10-25T14:30:00Z",
    "subject": "fix: resolve browser context memory leak",
    "files_changed": 3,
    "insertions": 10,
    "deletions": 5,
    "code_url": "https://github.com/microsoft/playwright/tree/[HASH]",
    "diff_url": "https://github.com/microsoft/playwright/commit/[HASH]",
    "source": "github_lazy_pointer",
    "processed_at": "2026-07-01T12:00:00Z"
  }
}

🏢 Included Repositories

This dataset continuously tracks the following 394 elite repositories:

https://github.com/freeCodeCamp/freeCodeCamp
https://github.com/openclaw/openclaw
https://github.com/kamranahmedse/developer-roadmap
https://github.com/vuejs/vue
https://github.com/facebook/react
https://github.com/n8n-io/n8n
https://github.com/microsoft/vscode
https://github.com/twbs/bootstrap
https://github.com/ohmyzsh/ohmyzsh
https://github.com/flutter/flutter
https://github.com/langgenius/dify
https://github.com/Genymobile/scrcpy
https://github.com/yangshun/tech-interview-handbook
https://github.com/vercel/next.js
https://github.com/facebook/react-native
https://github.com/microsoft/terminal
https://github.com/microsoft/TypeScript
https://github.com/rust-lang/rust
https://github.com/microsoft/PowerToys
https://github.com/rustdesk/rustdesk
https://github.com/ggerganov/llama.cpp
https://github.com/kubernetes/kubernetes
https://github.com/tauri-apps/tauri
https://github.com/denoland/deno
https://github.com/oven-sh/bun
https://github.com/neovim/neovim
https://github.com/bitcoin/bitcoin
https://github.com/opencv/opencv
https://github.com/redis/redis
https://github.com/obsproject/obs-studio
https://github.com/git/git
https://github.com/FFmpeg/FFmpeg
https://github.com/public-apis/public-apis
https://github.com/EbookFoundation/free-programming-books
https://github.com/vinta/awesome-python
https://github.com/TheAlgorithms/Python
https://github.com/Significant-Gravitas/AutoGPT
https://github.com/jackfrued/Python-100-Days
https://github.com/AUTOMATIC1111/stable-diffusion-webui
https://github.com/huggingface/transformers
https://github.com/langchain-ai/langchain
https://github.com/angular/angular
https://github.com/sveltejs/svelte
https://github.com/solidjs/solid
https://github.com/jquery/jquery
https://github.com/nodejs/node
https://github.com/golang/go
https://github.com/python/cpython
https://github.com/JetBrains/kotlin
https://github.com/apple/swift
https://github.com/pytorch/pytorch
https://github.com/tensorflow/tensorflow
https://github.com/ollama/ollama
https://github.com/openai/whisper
https://github.com/comfyanonymous/ComfyUI
https://github.com/meta-llama/llama
https://github.com/microsoft/DeepSpeed
https://github.com/huggingface/diffusers
https://github.com/huggingface/datasets
https://github.com/openai/openai-python
https://github.com/docker/docker
https://github.com/hashicorp/terraform
https://github.com/hashicorp/vault
https://github.com/ansible/ansible
https://github.com/prometheus/prometheus
https://github.com/grafana/grafana
https://github.com/etcd-io/etcd
https://github.com/istio/istio
https://github.com/envoyproxy/envoy
https://github.com/helm/helm
https://github.com/mongodb/mongo
https://github.com/pingcap/tidb
https://github.com/cockroachdb/cockroach
https://github.com/apache/kafka
https://github.com/apache/cassandra
https://github.com/apache/spark
https://github.com/meilisearch/meilisearch
https://github.com/typesense/typesense
https://github.com/zed-industries/zed
https://github.com/alacritty/alacritty
https://github.com/starship/starship
https://github.com/sharkdp/bat
https://github.com/sharkdp/fd
https://github.com/BurntSushi/ripgrep
https://github.com/junegunn/fzf
https://github.com/jesseduffield/lazygit
https://github.com/jesseduffield/lazydocker
https://github.com/dandavison/delta
https://github.com/tmux/tmux
https://github.com/vim/vim
https://github.com/emacs-mirror/emacs
https://github.com/godotengine/godot
https://github.com/blender/blender
https://github.com/libgdx/libgdx
https://github.com/cocos2d/cocos2d-x
https://github.com/donnemartin/system-design-primer
https://github.com/trekhleb/javascript-algorithms
https://github.com/microsoft/Web-Dev-For-Beginners
https://github.com/kdn251/interviews
https://github.com/supabase/supabase
https://github.com/prisma/prisma
https://github.com/strapi/strapi
https://github.com/directus/directus
https://github.com/storybookjs/storybook
https://github.com/prettier/prettier
https://github.com/eslint/eslint
https://github.com/vitejs/vite
https://github.com/webpack/webpack
https://github.com/babel/babel
https://github.com/axios/axios
https://github.com/lodash/lodash
https://github.com/openssl/openssl
https://github.com/django/django
https://github.com/home-assistant/core
https://github.com/electron/electron
https://github.com/spring-projects/spring-boot
https://github.com/laravel/laravel
https://github.com/moby/moby
https://github.com/tiangolo/fastapi
https://github.com/torvalds/linux
https://github.com/gcc-mirror/gcc
https://github.com/llvm/llvm-project
https://github.com/v8/v8
https://github.com/nginx/nginx
https://github.com/apache/httpd
https://github.com/postgres/postgres
https://github.com/sqlite/sqlite
https://github.com/pallets/flask
https://github.com/expressjs/express
https://github.com/rails/rails
https://github.com/nestjs/nest
https://github.com/pandas-dev/pandas
https://github.com/numpy/numpy
https://github.com/scipy/scipy
https://github.com/ipython/ipython
https://github.com/jupyter/jupyter
https://github.com/matplotlib/matplotlib
https://github.com/scikit-learn/scikit-learn
https://github.com/caddyserver/caddy
https://github.com/gohugoio/hugo
https://github.com/hashicorp/consul
https://github.com/hashicorp/nomad
https://github.com/hashicorp/packer
https://github.com/hashicorp/vagrant
https://github.com/MariaDB/server
https://github.com/influxdata/influxdb
https://github.com/timescale/timescaledb
https://github.com/rabbitmq/rabbitmq-server
https://github.com/apache/pulsar
https://github.com/ml-explore/mlx
https://github.com/ggerganov/ggml
https://github.com/sgl-project/sglang
https://github.com/vllm-project/vllm
https://github.com/netdata/netdata
https://github.com/suricata/suricata
https://github.com/rapid7/metasploit-framework
https://github.com/ruby/ruby
https://github.com/php/php-src
https://github.com/ziglang/zig
https://github.com/crystal-lang/crystal
https://github.com/nim-lang/Nim
https://github.com/Unity-Technologies/UnityCsReference
https://github.com/raylib/raylib
https://github.com/SFML/SFML
https://github.com/glfw/glfw
https://github.com/glm/glm
https://github.com/apache/hadoop
https://github.com/apache/flink
https://github.com/apache/arrow
https://github.com/ray-project/ray
https://github.com/WebKit/WebKit
https://github.com/mozilla/gecko-dev
https://github.com/ogham/exa
https://github.com/lsd-rs/lsd
https://github.com/sxyazi/yazi
https://github.com/ranger/ranger
https://github.com/tldr-pages/tldr
https://github.com/containerd/containerd
https://github.com/cri-o/cri-o
https://github.com/firecracker-microvm/firecracker
https://github.com/kata-containers/kata-containers
https://github.com/systemd/systemd
https://github.com/busybox/busybox
https://github.com/coreutils/coreutils
https://github.com/bminor/glibc
https://github.com/chromium/chromium
https://github.com/tailwindlabs/tailwindcss
https://github.com/shadcn-ui/ui
https://github.com/radix-ui/primitives
https://github.com/pmndrs/zustand
https://github.com/pmndrs/jotai
https://github.com/reduxjs/redux
https://github.com/TanStack/query
https://github.com/trpc/trpc
https://github.com/chakra-ui/chakra-ui
https://github.com/mantinedev/mantine
https://github.com/ant-design/ant-design
https://github.com/react-hook-form/react-hook-form
https://github.com/vercel/swr
https://github.com/vercel/ai
https://github.com/d3/d3
https://github.com/threejs/three.js
https://github.com/pixijs/pixijs
https://github.com/nuxt/nuxt
https://github.com/remix-run/remix
https://github.com/QwikDev/qwik
https://github.com/nextauthjs/next-auth
https://github.com/clerk/javascript
https://github.com/calcom/cal.com
https://github.com/appwrite/appwrite
https://github.com/pocketbase/pocketbase
https://github.com/novuhq/novu
https://github.com/triggerdotdev/trigger.dev
https://github.com/inngest/inngest
https://github.com/temporalio/temporal
https://github.com/socketio/socket.io
https://github.com/airbytehq/airbyte
https://github.com/dbt-labs/dbt-core
https://github.com/apache/airflow
https://github.com/mlflow/mlflow
https://github.com/kubeflow/kubeflow
https://github.com/gradio-app/gradio
https://github.com/streamlit/streamlit
https://github.com/bevyengine/bevy
https://github.com/ruffle-rs/ruffle
https://github.com/searxng/searxng
https://github.com/esbuild/esbuild
https://github.com/swc-project/swc
https://github.com/vercel/turborepo
https://github.com/rollup/rollup
https://github.com/parcel-bundler/parcel
https://github.com/lerna/lerna
https://github.com/nrwl/nx
https://github.com/biomejs/biome
https://github.com/oxc-project/oxc
https://github.com/unplugin/unplugin
https://github.com/esbuild/esbuild
https://github.com/swc-project/swc
https://github.com/vercel/turborepo
https://github.com/rollup/rollup
https://github.com/parcel-bundler/parcel
https://github.com/lerna/lerna
https://github.com/nrwl/nx
https://github.com/biomejs/biome
https://github.com/oxc-project/oxc
https://github.com/unplugin/unplugin
https://github.com/elastic/elasticsearch
https://github.com/opensearch-project/OpenSearch
https://github.com/qdrant/qdrant
https://github.com/milvus-io/milvus
https://github.com/chroma-core/chroma
https://github.com/weaviate/weaviate
https://github.com/dragonflydb/dragonfly
https://github.com/scylladb/scylla
https://github.com/apache/couchdb
https://github.com/pubkey/rxdb
https://github.com/tokio-rs/tokio
https://github.com/tokio-rs/axum
https://github.com/actix/actix-web
https://github.com/hyperium/hyper
https://github.com/hyperium/tonic
https://github.com/serde-rs/serde
https://github.com/rustls/rustls
https://github.com/rustwasm/wasm-bindgen
https://github.com/rust-lang/rustlings
https://github.com/rust-lang/rust-analyzer
https://github.com/bytecodealliance/wasmtime
https://github.com/wasmerio/wasmer
https://github.com/BuilderIO/partytown
https://github.com/BuilderIO/builder
https://github.com/BuilderIO/mitosis
https://github.com/plasmicapp/plasmic
https://github.com/unjs/nitro
https://github.com/unjs/h3
https://github.com/drizzle-team/drizzle-orm
https://github.com/planetscale/database-js
https://github.com/payloadcms/payload
https://github.com/sanity-io/sanity
https://github.com/11ty/eleventy
https://github.com/gatsbyjs/gatsby
https://github.com/elixir-lang/elixir
https://github.com/erlang/otp
https://github.com/clojure/clojure
https://github.com/scala/scala
https://github.com/apache/groovy
https://github.com/dart-lang/sdk
https://github.com/openjdk/jdk
https://github.com/JetBrains/intellij-community
https://github.com/t3-oss/create-t3-app
https://github.com/unocss/unocss
https://github.com/shikijs/shiki
https://github.com/antfu/ni
https://github.com/antfu/vite-plugin-pwa
https://github.com/rust-lang/cargo
https://github.com/rust-lang/book
https://github.com/vercel/turbopack
https://github.com/JuliusBrussee/caveman
https://github.com/perplexityai/bumblebee
https://github.com/Jakubantalik/transitions.dev
https://github.com/TencentCloud/CubeSandbox
https://github.com/ogulcancelik/herdr
https://github.com/langchain-ai/openwiki
https://github.com/LennysNewsletter/lennys-newsletterpodcastdata
https://github.com/Yeachan-Heo/oh-my-claudecode
https://github.com/entireio
https://github.com/autohandai/entrie-cli
https://github.com/obra/superpowers
https://github.com/xbtlin/ai-berkshire
https://github.com/5rahim/seanime
https://github.com/Dragoon0x/taste-skills
https://github.com/htop-dev/htop
https://github.com/aristocratos/btop
https://github.com/nicolargo/glances
https://github.com/netdata/netdata
https://github.com/Syllo/nvtop
https://github.com/aristocratos/bpytop
https://github.com/robertdavidgraham/masscan
https://github.com/WireGuard/wireguard-tools
https://github.com/fail2ban/fail2ban
https://github.com/the-tcpdump-group/tcpdump
https://github.com/openssh/openssh-portable
https://github.com/raboof/nethogs
https://github.com/BurntSushi/ripgrep
https://github.com/sharkdp/fd
https://github.com/sharkdp/bat
https://github.com/ajeetdsouza/zoxide
https://github.com/junegunn/fzf
https://github.com/ranger/ranger
https://github.com/tmux/tmux
https://github.com/starship/starship
https://github.com/alacritty/alacritty
https://github.com/kovidgoyal/kitty
https://github.com/neovim/neovim
https://github.com/atuinsh/atuin
https://github.com/docker/cli
https://github.com/kubernetes/kubectl
https://github.com/jesseduffield/lazygit
https://github.com/casey/just
https://github.com/go-task/task
https://github.com/containers/podman
https://github.com/davatorium/rofi
https://github.com/yshui/picom
https://github.com/flameshot-org/flameshot
https://github.com/Alexays/Waybar
https://github.com/dunst-project/dunst
https://github.com/swaywm/swaylock
https://github.com/jwasham/coding-interview-university
https://github.com/opencode-ai/opencode
https://github.com/github/gitignore
https://github.com/tonsky/FiraCode
https://github.com/ByteByteGoHq/system-design-101
https://github.com/ventoy/Ventoy
https://github.com/nomic-ai/gpt4all
https://github.com/tesseract-ocr/tesseract
https://github.com/bradtraversy/design-resources-for-developers
https://github.com/karpathy/nanochat
https://github.com/firstcontributions/first-contributions
https://github.com/curl/curl
https://github.com/airbnb/javascript
https://github.com/facebook/create-react-app
https://github.com/facebook/jest
https://github.com/badlogic/pi-mono
https://github.com/zilliztech/claude-context
https://github.com/penpot/penpot
https://github.com/metabase/metabase
https://github.com/logseq/logseq
https://github.com/plausible/analytics
https://github.com/JuliaLang/julia
https://github.com/haskell/ghc
https://github.com/ocaml/ocaml
https://github.com/lua/lua
https://github.com/racket/racket
https://github.com/clickhouse/clickhouse
https://github.com/traefik/traefik
https://github.com/cilium/cilium
https://github.com/certbot/certbot
https://github.com/open-telemetry/opentelemetry
https://github.com/memcached/memcached
https://github.com/nsqio/nsq
https://github.com/nats-io/nats-server
https://github.com/VictoriaMetrics/VictoriaMetrics
https://github.com/spring-projects/spring-framework
https://github.com/netty/netty
https://github.com/quarkusio/quarkus
https://github.com/symfony/symfony
https://github.com/composer/composer
https://github.com/encode/django-rest-framework
https://github.com/koa/koa
https://github.com/meteor/meteor
https://github.com/helix-editor/helix
https://github.com/nushell/nushell
https://github.com/zellij-org/zellij
https://github.com/wez/wezterm
https://github.com/withastro/astro

💻 GitScope CLI: The Ultimate Explorer

To make interacting with this massive dataset seamless, this project is designed to be paired with GitScope: a powerful, modular, asynchronous, and visually stunning Command Line Interface (CLI).

Key Features of GitScope:

  • Interactive TUI: A beautiful terminal user interface (powered by Rich) for browsing repositories, searching commits, and viewing detailed repository statistics.
  • Concurrent Downloading: Feed GitScope a commit hash, and it uses asynchronous worker pools (httpx, asyncio) to safely and rapidly download the actual code trees and diff patches directly to your machine.
  • Smart Filtering: Automatically excludes heavy binaries, images, and compiled objects to save you bandwidth and GitHub API quota.
  • Advanced Search: Perform full-text, cross-repository searches on millions of commit messages in seconds.

Here it is: GitScope

🛠️ How to Use

You can easily load this dataset using the Hugging Face datasets library.

Basic Streaming

Because of the massive scale of these repositories, streaming is recommended:

from datasets import load_dataset
# Load dataset in streaming mode to save local disk space
ds = load_dataset("AdhyanshVerma/open-github-major-repos", split="train", streaming=True)

for record in ds:
    meta = record["metadata"]
    if meta["files_changed"] > 0:
        print(f"Repo: {meta['repo']}")
        print(f"Message: {meta['subject']}")
        print(f"Diff URL: {meta['diff_url']}\n")
        break

Fetching Code (Lazy Loading)

If you need the actual code diffs for LLM training (e.g., teaching an LLM to write code patches):

import requests
def get_patch(diff_url):
    # Append .patch to the GitHub commit URL to get the raw diff
    patch_url = diff_url + ".patch"
    response = requests.get(patch_url)
    return response.text if response.status_code == 200 else None
# Example usage
patch_data = get_patch("https://github.com/microsoft/playwright/commit/example_hash")
print(patch_data)

⚖️ License & Limitations

  • Metadata License: The metadata dataset itself is released under the GNU.
  • Code License: The code pointed to by the code_url and diff_url retains the original license of its respective repository (e.g., MIT, Apache 2.0, GPL). You are responsible for adhering to those licenses when fetching and using the raw code.
  • Link Rot: Pointers rely on the GitHub API. If a repository is made private or deleted, the URLs will return a 404 Not Found.