hello-agents vs LlamaFactory
hello-agents and LlamaFactory share 12 technologies: FastAPI, uvicorn, Gradio, matplotlib, accelerate, peft, safetensors, torch, transformers, tiktoken, datasets, and Pydantic. Both are written in Python.
LinkedInWhat 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
- aiosqlite
- asyncpg
psycopg2-binary
- Postgres
chromadb
- Redis
- SQLite
oracledb
- pymilvus
OpenAI- Qdrant
- Hugging Face
- Flask
fastmcp
starlette
- anyio
- AIOHTTP
- Streamlit
- Vite
- Vue
vue-router
- React
react-router-dom
- cycler
fonttools
contourpy
- Plotly
- Rich
- alembic
- SQLAlchemy
- bcrypt
- MCP
- onnxruntime
- tavily-python
tokenizers
- scikit-learn
sentence-transformers
langchain-openai
- LangGraph
- paddlenlp
- rank-bm25
- spaCy
lxml
- markdown
- openpyxl
pdfminer.six
pypdf
- python-docx
- reportlab
- xlrd
- pdfplumber
pillow
feedparser
pymupdf
- beautifulsoup4
- jinja2
- annotated-types
- email-validator
- pydantic-core
- jsonschema
- OpenTelemetry
opentelemetry-exporter-otlp-proto-grpc
loguru
- D3
katex
- Tailwind CSS
markdown-it
vue-flow
- Chart.js
vue-chartjs
highlight.js
- dompurify
marked
- react-markdown
- Element
echarts
- Leaflet
- Mermaid
- html2canvas
jspdf
In common
- FastAPI
uvicorn
- Gradio
matplotlib
accelerate
peft
safetensors
- torch
- transformers
- tiktoken
- datasets
- Pydantic
hiyouga
LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Python75.9kRead on November 4, 2026, at commit 702005cWhat is LlamaFactory built with?Only in LlamaFactory
- einops
- sentencepiece
torchvision
triton-ascend
trl
deepspeed
- liger-kernel
- ModelScope
torchaudio
- bitsandbytes
nltk
- torchdata
- torchcodec
av
- jsonschema-specifications
- referencing
Side by side
hello-agentsLlamaFactory
SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
LlamaFactory62,624 lines written194 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
LlamaFactory1.6% of its commits signed by AIWith Gemini CLI, Claude Code, GitHub Copilot, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
LlamaFactoryLast push November 4, 20262,769 commits75,890 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
LlamaFactory62 test files38.1% of its code files have a test that imports them
Frequently asked questions
Which is bigger, hello-agents or LlamaFactory?
hello-agents, with 226,661 lines written; LlamaFactory has 62,624.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which has more GitHub stars, hello-agents or LlamaFactory?
hello-agents, with 86,039 stars; LlamaFactory has 75,890.
The proof: datawhalechina/hello-agents on GitHub
Which has more tests, hello-agents or LlamaFactory?
hello-agents, with 97 test files; LlamaFactory has 62.
The proof: datawhalechina/hello-agents's code at commit 36f583c
Which was updated more recently, hello-agents or LlamaFactory?
LlamaFactory: its last push was on November 4, 2026, and hello-agents's on October 13, 2026.
The proof: hiyouga/LlamaFactory's commits on GitHub
Which has more commits signed by AI, hello-agents or LlamaFactory?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in LlamaFactory, 1.6%.
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