decontaminate
Fast contamination detection for ML training data. Python bindings for decon.
Installation
pip install decontaminate
Usage
import decon
config = decon.Config(
training_dir="/path/to/training/data",
evals_dir="/path/to/eval/references",
report_output_dir="/path/to/output",
)
report_dir = decon.detect(config)
API
The Python API is a thin PyO3 wrapper over the Rust implementation. See src/lib.rs for all Config parameters and available functions:
detect(),review(),compare(),evals(),server()Tokenizer(encode/decode with cl100k, o200k, etc.)clean_text()(text normalization)
Documentation
Full documentation: https://github.com/vincentzed/decon
1 maintainer
Metadata
1 maintainer
Release files for decontaminate 0.3.0.post4
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Built distributions (wheels)
Total release size: 51.9 MB
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