Dataset	Samples	Best Accuracy
powershell-documentation-dataset	97	36.1%
ai-editor-training-data	100	51.0%
cognitio-ml-dataset	26	23.1%
powershell-devops-mega-dataset	1	100%
mega-dataset-v2-all-domains	1	100%
chapel-osint-ultimate	1	100%

Rust Trainer

The model is trained with a pure Rust neural network (no Python dependencies). Source code in rust_trainer/ directory.

bash

# Compile
cd rust_trainer && cargo build --release

# Train all datasets
./target/release/kimberlyindiva-trainer --all --epochs 20

# Train specific dataset
./target/release/kimberlyindiva-trainer -d chapel-osint-ultimate -e 15

Uso

Sube ejemplos de scripts y tests en tests/.

Kimberlyindiva/powershell-jax-ml

Powershell JAX ML

Training Infrastructure

Datasets Used

Rust Trainer

Uso

Kimberlyindiva/
powershell-jax-ml