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PaddleFormers vs ray

PaddleFormers and ray share 10 technologies: Hugging Face, transformers, safetensors, datasets, sentencepiece, ml-dtypes, tiktoken, scikit-learn, jinja2, and colorlog. Both are written in Python.

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What they share and what sets them apart

PaddlePaddle

PaddleFormers

PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.

Python13kRead on November 10, 2026, at commit f7fa77fWhat is PaddleFormers built with?

Only in PaddleFormers

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.
PaddleFormers374,777 lines written599 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.
PaddleFormers1.5% of its commits signed by AIWith Codex, 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.
PaddleFormersLast push October 21, 20261,425 commits12,969 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.
PaddleFormers408 test files45.7% 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, PaddleFormers or ray?
ray, with 1,531,664 lines written; PaddleFormers has 374,777.

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

Which has more GitHub stars, PaddleFormers or ray?
ray, with 44,213 stars; PaddleFormers has 12,969.

The proof: ray-project/ray on GitHub

Which has more tests, PaddleFormers or ray?
ray, with 2,168 test files; PaddleFormers has 408.

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

Which was updated more recently, PaddleFormers or ray?
ray: its last push was on November 6, 2026, and PaddleFormers's on October 21, 2026.

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

Which has more commits signed by AI, PaddleFormers or ray?
ray: an AI signed 3.6% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in PaddleFormers, 1.5%.

The proof: the commits each tool signed in ray-project/ray

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