Toriigate V0.4 7B I1 GGUF

🚀 ToriiGate-v0.4-7B Quantized Model

This project provides quantized versions of the ToriiGate-v0.4-7B model, offering various quantization types for different usage scenarios.

🚀 Quick Start

The base model is Minthy/ToriiGate-v0.4-7B. The quantized versions are provided by mradermacher. If you are new to using GGUF files, refer to TheBloke's READMEs for detailed instructions, including how to concatenate multi - part files.

✨ Features

• Multimodal Support: Supports multimodal tasks such as vision and image - text - to - text processing.
• Multiple Quantization Types: Offers a wide range of quantization types with different sizes and qualities.

📚 Documentation

About

The weighted/imatrix quants are based on the model from https://huggingface.co/Minthy/ToriiGate-v0.4-7B. Static quants are available at https://huggingface.co/mradermacher/ToriiGate-v0.4-7B-GGUF.

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's READMEs for more details, including on how to concatenate multi - part files.

Provided Quants

The provided quantized models are sorted by size (not necessarily quality). IQ - quants are often preferable over similar sized non - IQ quants.

Here is a handy graph by ikawrakow comparing some lower - quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

📄 License

This project is licensed under the apache - 2.0 license.