Lightning-fast LLM model introspection
Project description
rvnllm
rvnllm is a blazing-fast Python package for inspecting, diffing, and analyzing GGUF-based LLM model files.
Think
ExifTool, but for large language models.
Features
- Zero-copy GGUF model parsing
- Tensor-level metadata inspection
- Structural diffs between model files
- Cross-platform wheels (Linux, macOS, Windows)
Installation
pip
pip install rvnllm
Build from source
git clone https://github.com/rvnllm/rvnllm.git
cd py/rvn_py
maturin build --release
pip install dist/*.whl
Usage example
import rvnllm
df = rvnllm.info("Llama-3-70B-Q4_0.gguf")
print(df.head())
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- Size: 17.7 MB
- Tags: CPython 3.10, manylinux: glibc 2.34+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.10.12
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