semvec/pypi-packages huggingface dataset:
llaminate 0.7.4
Optimized version of llama3 / gemma.
Requires Python: <3.13,>=3.10

# llaminate

> Optimized version of [llama3][github-llama3], using [tokun][github-tokun].

<img src="../.github/header.png" alt="Neural tokenization" title="Source: Image by Author and generated with MidJourney" width="100%" style="margin: auto;"/>

This project is a showcase for a neural tokenization technique.
Since the inputs are compressed and have a smaller shape, the LLM is downsized accordingly.

For example, llama3-8b is brought down to 34 million parameters instead of 8 billion.

## Installation

## Usage

## Resources

### Models

### Notebooks

Final model:

- pretraining: [file][notebook-github-pretrain] / [Google Colab][notebook-colab-pretrain]
- fine-tuning: file / Google Colab

## TODO

See [TODO](TODO.md).

## Credits

This project winks at [llama3 from Meta][github-llama3], but doesn't actually its weights nor code.

## License

Licensed under the [aGPLv3](LICENSE.md).

[github-llama3]: https://github.com/meta-llama/llama3
[github-tokun]: https://github.com/apehex/tokun

[notebook-colab-pretrain]: https://colab.research.google.com/github/apehex/llaminate/blob/main/notebooks/llaminate.student.pretrain.ipynb
[notebook-github-pretrain]: ../notebooks/llaminate.student.pretrain.ipynb
The-Antivirus 0.1.9
Antivirus software with DDoS prevention and firewall
Requires Python: >=3.6

# The Antivirus

![Antivirus Logo](images/Untitled-1-01.png)

The Antivirus is a Python-based application designed to provide essential security features such as malware scanning, firewall management, and an anti-DDoS server. It is built with a user-friendly graphical interface using `tkinter` and leverages the `psutil` library for system monitoring and resource management.

---

## Features
- **Malware Scanning**: Detect and identify potential malware on your system.
- **Firewall Management**: Manage and configure firewall settings to enhance system security.
- **Anti-DDoS Server**: Start and stop an anti-DDoS server to protect against distributed denial-of-service attacks.
- **User-Friendly Interface**: Built with `tkinter` for an intuitive and easy-to-use GUI.

---

## Requirements
- Python 3.6 or higher
- Dependencies:
  - `psutil>=5.9.0`
  - `PyQt6`
  - Standard Python libraries: `hashlib`, `os`, `socket`, `threading`, `time`, `tkinter`, `collections`, `ipaddress`

---

## Installation

### Option 1: Install from PyPI
You can install the latest version of The Antivirus directly from PyPI:
```bash
pip install The-Antivirus
```

### Option 2: Install from Source
1. Clone the repository:
   ```bash
   git clone https://github.com/The-Antivirus/The_Antivirus.git
   cd Downloads\The_Antivirus-main\The_Antivirus-main\src
   ```

2. Install the package:
   ```bash
   pip install -e .
   ```

3. (Optional) Install development dependencies:
   ```bash
   pip install -e .[dev]
   ```

---

## Usage
If you installed the package from PyPI, you can run the application using:
```bash
the-antivirus
```

If you cloned the repository, run the application using the following command:
```bash
python ui.py
```

### Features in the Application:
1. **Malware Scanning**:
   - Click the "Scan for Malware" button to initiate a malware scan.

2. **Firewall Management**:
   - Click the "Manage Firewall" button to configure firewall settings.

3. **Anti-DDoS Server**:
   - Start or stop the anti-DDoS server using the respective buttons.

---

## Contributing
Contributions are welcome! If you’d like to contribute to this project:
1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Submit a pull request with a detailed description of your changes.

---
~
## Authors
- ![Danielscos](https://www.gravatar.com/avatar/2bc553781cecd02a316c59729e84e33e?s=100)  
  **Danielscos**  
  Email: [sawfish696@anglernook.com](mailto:sawfish696@anglernook.com)  

- **Almogoxt**

---

## License
This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.

---

## Support
If you encounter any issues or have questions, feel free to open an issue on the [GitHub repository](https://github.com/The-Antivirus/The_Antivirus/issues).

---

## Acknowledgments
Special thanks to the contributors and the open-source community for their support and inspiration.
nestwork 0.5.4
Neural network drafts.
Requires Python: <3.13,>=3.10

# MLable

NN model drafts:

- GPM: stateless password manager, with LLM generation
- GPT: learning projects on the transformer arch
- makemore: learning project similar to makemore
- sold: solidity (de)compiler
- tokun: neural tokenizer, covers the whole Unicode space

## TODO

See [TODO](TODO.md).

## License

Licensed under the [aGPLv3](LICENSE.md).

[code-micrograd]: https://github.com/karpathy/micrograd
[video-karpathy]: https://www.youtube.com/@AndrejKarpathy/videos