NLP Scripts

A collection of independent NLP utilities and tools for various text processing and machine learning tasks.

Projects

1. llama-model-uploader

A comprehensive toolkit for converting and uploading fine-tuned Llama-3.2 models to Hugging Face Hub.

Location: llama-model-uploader/

Installation:

cd llama-model-uploader
uv sync

Usage:

uv run llama-upload --help

2. llama32-mlx-finetune

Llama 3.2 MLX fine-tuning script for Apple Silicon.

Location: llama32-mlx-finetune/

Installation:

cd llama32-mlx-finetune
uv sync

Usage:

uv run python main.py

3. text-normalization

Text preprocessing and normalization utilities for NLP pipelines.

Location: text-normalization/

Installation:

cd text-normalization
uv sync

Usage:

uv run python main.py

Requirements

• Python 3.9+
• uv package manager

Installation

Each project can be installed independently using uv:

# Navigate to the desired project
cd <project-name>

# Install dependencies
uv sync

# Run the project
uv run <command>

Development

Each project is self-contained with its own pyproject.toml file and can be developed independently.