LlamaFactory vs F5-TTS
LlamaFactory and F5-TTS share 10 technologies: Gradio, matplotlib, transformers, torch, datasets, accelerate, safetensors, torchaudio, bitsandbytes, and torchcodec. Both are written in Python.
LinkedInWhat they share and what sets them apart
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
- FastAPI
uvicorn
- einops
- sentencepiece
- tiktoken
torchvision
triton-ascend
trl
peft
deepspeed
- liger-kernel
- ModelScope
nltk
- torchdata
av
- jsonschema-specifications
- referencing
- Pydantic
In common
SWivid
F5-TTS
Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"
Python15.5kRead on November 8, 2026, at commit 600e5fdWhat is F5-TTS built with?Only in F5-TTS
- transformers-stream-generator
- x-transformers
librosa
- vocos
Side by side
LlamaFactoryF5-TTS
SizeLines written by people and agents, without generated ones; code files, without tests.
LlamaFactory62,624 lines written194 code files
F5-TTS13,839 lines written34 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.
LlamaFactory1.6% of its commits signed by AIWith Gemini CLI, Claude Code, GitHub Copilot, and Cursor
F5-TTS0.2% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
LlamaFactoryLast push November 4, 20262,769 commits75,890 stars
F5-TTSLast push November 3, 2026574 commits15,531 stars
TestsThe files that test the code, and the share of code files a test imports.
LlamaFactory62 test files38.1% of its code files have a test that imports them
F5-TTS0 test files
Frequently asked questions
Which is bigger, LlamaFactory or F5-TTS?
LlamaFactory, with 62,624 lines written; F5-TTS has 13,839.
Which has more GitHub stars, LlamaFactory or F5-TTS?
LlamaFactory, with 75,890 stars; F5-TTS has 15,531.
The proof: hiyouga/LlamaFactory on GitHub
Which has more tests, LlamaFactory or F5-TTS?
LlamaFactory, with 62 test files.
Which was updated more recently, LlamaFactory or F5-TTS?
LlamaFactory: its last push was on November 4, 2026, and F5-TTS's on November 3, 2026.
The proof: hiyouga/LlamaFactory's commits on GitHub
Which has more commits signed by AI, LlamaFactory or F5-TTS?
LlamaFactory: an AI signed 1.6% of its commits, with Gemini CLI, Claude Code, GitHub Copilot, and Cursor; in F5-TTS, 0.2%.
The proof: the commits each tool signed in hiyouga/LlamaFactory
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