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())
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file rvnllm-0.1.11-cp310-cp310-manylinux_2_34_x86_64.whl.
File metadata
- Download URL: rvnllm-0.1.11-cp310-cp310-manylinux_2_34_x86_64.whl
- Upload date:
- 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
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4efcbfee378b5a86800b90845c0a7f6b4858df24a4c66c92a687a03f402804f2
|
|
| MD5 |
a47f27b667efd2dfb38bfddf2b156434
|
|
| BLAKE2b-256 |
1d65232fa2279557f78c269cb3222affbdc5338eef0bffce30083cc6a3f225fe
|
