milkwashy
The Python half of milkwash: does an LLM paraphrase pass wash a statistical text watermark out of a document?
milkwashy takes long source texts, splits them into 2–8 sentence chunks,
rewrites every chunk through a randomly assigned rephrase prompt, and repeats
the run against every model a local OpenAI-compatible server can serve. Chunk
assembly is done by the Rust extension milkwashr.
uv pip install milkwashy
milkwashy init_config # TOML config in the platformdirs location
milkwashy gen_indata # write the four seed texts to 01-indata/
milkwashy models # list models (LM Studio via `lms`, others via /v1/models)
milkwashy plan # show the chunk + prompt plan, no inference
milkwashy run --limit 5 # sweep the 5 smallest models
Full documentation: https://github.com/twardoch/milkwash
License
Apache-2.0
1 maintainer
Release files for milkwashy 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| milkwashy-1.0.0.tar.gz | 23.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| milkwashy-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 45.0 kB
Release files / milkwashy-1.0.0.tar.gz
| Download URL | milkwashy-1.0.0.tar.gz |
|---|---|
| Size | 23.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
83f3241e3f2d054f8bf972468e8939c845fba6c2a9e217a63af3d90b98d9da97
|
|
BLAKE2b-256 checksum How to use checksums |
4d251372f1d49705407671447740ac8d5a6f0480ca9eabbc0abd2a3e7168334c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.3 {"installer":{"name":"uv","version":"0.12.3","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
|
Release files / milkwashy-1.0.0-py3-none-any.whl
| Download URL | milkwashy-1.0.0-py3-none-any.whl |
|---|---|
| Size | 21.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
bdf298328d1195053014366e0140a642afa5eaeff3cb7e226c53c52bddbcb288
|
|
BLAKE2b-256 checksum How to use checksums |
2f39ea4a99ea4a074fe7e496fce1269f286c645f8be27bc7e938a02d9dc4c98a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.3 {"installer":{"name":"uv","version":"0.12.3","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
|
