Zero-config model quantization for notebooks and Python
Project description
EasyQuant
Zero-config model quantization for notebooks and Python.
Installation
pip install easyquant
Quick Start
from easyquant import quantize
# Quantize any model with one line
model = quantize("meta-llama/Llama-2-7b", method="4bit")
Features
- Zero Configuration: Works out of the box with sensible defaults
- Multiple Backends: Support for bitsandbytes, quanto, and more
- Notebook Friendly: Designed for interactive use in Jupyter notebooks
License
MIT
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
zeroquant-0.1.0.tar.gz
(8.1 kB
view details)
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
zeroquant-0.1.0-py3-none-any.whl
(10.6 kB
view details)
File details
Details for the file zeroquant-0.1.0.tar.gz.
File metadata
- Download URL: zeroquant-0.1.0.tar.gz
- Upload date:
- Size: 8.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e2970171f722372377029964a378399210d2d9f445a7f7d2ca2c1b87e8d820c9
|
|
| MD5 |
cf2420c6ee3c7b1ff669c671c5a2fc91
|
|
| BLAKE2b-256 |
1e85bb1356694a5aa297a3a569f25f9c5065c06c0be9f50c8c2e6515645a4fb0
|
File details
Details for the file zeroquant-0.1.0-py3-none-any.whl.
File metadata
- Download URL: zeroquant-0.1.0-py3-none-any.whl
- Upload date:
- Size: 10.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c1dd96189c14f18eff537369e258159748284f0cfa7876820a2cc188cef4d6a5
|
|
| MD5 |
192d8e7a2a356c21b4685d6333f037d6
|
|
| BLAKE2b-256 |
39eecb6e86aee8cbc656ac3adac08a237910dc1f0dba8c231618ad3f28377430
|
