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hello-agents vs mlc-llm

hello-agents and mlc-llm share 8 technologies: FastAPI, uvicorn, OpenAI, safetensors, torch, transformers, tiktoken, and datasets. Both are written in Python.

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What they share and what sets them apart

datawhalechina

hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

mlc-ai

mlc-llm

Universal LLM Deployment Engine with ML Compilation

Python23.3kRead on November 4, 2026, at commit 44fd06dWhat is mlc-llm built with?

Only in mlc-llm

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
mlc-llm80,952 lines written325 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
mlc-llm0.2% of its commits signed by AIWith Claude Code, Gemini CLI, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
mlc-llmLast push October 30, 20261,823 commits23,302 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents97 test files6.9% of its code files have a test that imports them
mlc-llm69 test files16.3% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or mlc-llm?
hello-agents, with 226,661 lines written; mlc-llm has 80,952.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which has more GitHub stars, hello-agents or mlc-llm?
hello-agents, with 86,039 stars; mlc-llm has 23,302.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or mlc-llm?
hello-agents, with 97 test files; mlc-llm has 69.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which was updated more recently, hello-agents or mlc-llm?
mlc-llm: its last push was on October 30, 2026, and hello-agents's on October 13, 2026.

The proof: mlc-ai/mlc-llm's commits on GitHub

Which has more commits signed by AI, hello-agents or mlc-llm?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in mlc-llm, 0.2%.

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