transformers safetensors mistral text-generation ghost tools chat conversational en vi license:other autotrain_compatible text-generation-inference endpoints_compatible 4-bit awq region:us
---
language:
- en
- vi
library_name: transformers
license: other
license_name: ghost-7b
license_link: https://ghost-x.org/ghost-7b-license
pipeline_tag: text-generation
tags:
- ghost
- tools
- chat
widget:
- text: Why is the sky blue ?
  output:
    text: The sky appears blue because of a phenomenon called Rayleigh scattering.
      Sunlight is composed of all colors of the visible spectrum, but blue light has
      a shorter wavelength than other colors. When sunlight enters the Earth's atmosphere,
      it interacts with molecules of nitrogen and oxygen, which are the main components
      of our atmosphere. These molecules scatter the shorter wavelengths of light,
      such as blue and violet, more than the longer wavelengths, such as red and orange.
      As a result, when we look up at the sky, we see more blue light than other colors
      because the blue light has been scattered more by the molecules in the atmosphere.
---

# Ghost 7B Alpha

<img src="https://cdn-uploads.huggingface.co/production/uploads/600ae38cc92b79f54efd4556/QPrQZMQX_jzyYngmreP0_.jpeg" alt="Ghost 7B Alpha Logo" width="400" style="margin-left:'auto' margin-right:'auto' display:'block'"/>

The large generation of language models focuses on optimizing excellent reasoning, multi-task knowledge, and tools support.

# Introduction

**Ghost 7B Alpha** is a large language model fine-tuned from Mistral 7B, with a size of 7 billion parameters. The model was developed with the goal of optimizing reasoning ability, multi-task knowledge and supporting tool usage. The model works well with the main trained and optimized languages being English and Vietnamese.

Overall, the model is suitable when making a pretrained version so you can continue to develop the desired tasks, develop virtual assistants, perform features on tasks such as coding, translation, answering questions, creating documents, etc. It is truly an efficient, fast and extremely cheap open model.

## Specifications

- Name: **Ghost 7B Alpha**.
- Model size: 7 billion parameters.
- Context length: 8K, 8192.
- Languages: English and Vietnamese.
- Main tasks: reasoning, multi-tasking knowledge and function tools.
- License: [Ghost 7B LICENSE AGREEMENT](https://ghost-x.org/ghost-7b-license).
- Based on: Mistral 7B.
- Distributions: Standard (BF16), GGUF, AWQ.
- Developed by: **Ghost X**, [Hieu Lam](https://huggingface.co/lamhieu).

### Links

- Card model: [🤗 HuggingFace](https://huggingface.co/ghost-x/ghost-7b-alpha).
- Official website: [Ghost 7B Alpha](https://ghost-x.org/docs/models/ghost-7b-alpha/).
- Demo: [Playground with Ghost 7B Alpha](https://ghost-x.org/docs/notebooks/playground-with-ghost-7b-alpha/).

## Distributions

We create many distributions to give you the best access options that best suit your needs. Always make sure you know which version you need and what will help you operate better.

| Version | Model card                                                           |
| ------- | -------------------------------------------------------------------- |
| BF16    | [🤗 HuggingFace](https://huggingface.co/ghost-x/ghost-7b-alpha)      |
| GGUF    | [🤗 HuggingFace](https://huggingface.co/ghost-x/ghost-7b-alpha-gguf) |
| AWQ     | [🤗 HuggingFace](https://huggingface.co/ghost-x/ghost-7b-alpha-awq)  |

## Note

For all official information and updates about the model, see here:
- Card model: [🤗 HuggingFace](https://huggingface.co/ghost-x/ghost-7b-alpha).
- Official website: [Ghost 7B Alpha](https://ghost-x.org/docs/models/ghost-7b-alpha/).
- Demo: [Playground with Ghost 7B Alpha](https://ghost-x.org/docs/notebooks/playground-with-ghost-7b-alpha/).
