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train-llm-from-scratch vs ray

train-llm-from-scratch and ray share 6 technologies: h5py, torchaudio, torchvision, torch, tiktoken, and datasets. Both are written in Python.

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What they share and what sets them apart

FareedKhan-dev

train-llm-from-scratch

A straightforward method for training your LLM, from downloading data to generating text.

Python13.2kRead on November 10, 2026, at commit bdd480aWhat is train-llm-from-scratch built with?

In common

ray-project

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python44.2kRead on November 6, 2026, at commit 77567c5What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
train-llm-from-scratch12,346 lines written79 code files
ray1,531,664 lines written2,777 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
train-llm-from-scratch7.1% of its commits signed by AIWith Claude Code and GitHub Copilot
ray3.6% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
train-llm-from-scratchLast push October 2, 2026155 commits13,179 stars
rayLast push November 6, 202632,373 commits44,213 stars
TestsThe files that test the code, and the share of code files a test imports.
train-llm-from-scratch26 test files39.2% of its code files have a test that imports them
ray2,168 test files9.7% of its code files have a test that imports them

Frequently asked questions

Which is bigger, train-llm-from-scratch or ray?
ray, with 1,531,664 lines written; train-llm-from-scratch has 12,346.

The proof: ray-project/ray's code at commit 77567c5

Which has more GitHub stars, train-llm-from-scratch or ray?
ray, with 44,213 stars; train-llm-from-scratch has 13,179.

The proof: ray-project/ray on GitHub

Which has more tests, train-llm-from-scratch or ray?
ray, with 2,168 test files; train-llm-from-scratch has 26.

The proof: ray-project/ray's code at commit 77567c5

Which was updated more recently, train-llm-from-scratch or ray?
ray: its last push was on November 6, 2026, and train-llm-from-scratch's on October 2, 2026.

The proof: ray-project/ray's commits on GitHub

Which has more commits signed by AI, train-llm-from-scratch or ray?
train-llm-from-scratch: an AI signed 7.1% of its commits, with Claude Code and GitHub Copilot; in ray, 3.6%.

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