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---
license: mit
language:
- aa
- ab
- ae
- af
- ak
- am
- an
- ar
- as
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- ay
- az
- ba
- be
- bg
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base_model:
- mattshumer/mistral-8x7b-chat
tags:
- smarter
- code
- chemistry
- biology
- finance
- legal
- art
- moe
- merge
- text-generation-inference
- music
- climate
- medical
- text-generation
- safetensors
- transformers
- pytorch
---
# Charm 15 - Ultra-Smart AI Model
Charm 15 is an advanced AI model designed for deep reasoning, reinforcement learning, and multimodal AI capabilities. It integrates cutting-edge deep learning techniques to provide safe, intelligent, and scalable solutions.
## Features
- **Deep Learning & Reinforcement Learning (RLHF)**
- **Logic & Deductive Reasoning**
- **Mathematical Problem Solving**
- **Multimodal AI (Text & Vision)**
- **Bias & Safety Mitigation**
- **Optimized for Deployment (ONNX, TensorFlow Lite)**
## Installation
1. Clone the repository:
```bash
git clone https://huggingface.co/charm15/charm15.git
cd charm15
```
2. Install dependencies:
```bash
pip install torch transformers onnxruntime tensorflow
```
3. Load the model:
```python
from transformers import AutoModel, AutoTokenizer
model = AutoModel.from_pretrained("charm15/charm15_base_model")
tokenizer = AutoTokenizer.from_pretrained("charm15/charm15_base_model")
```
## Usage
```python
input_text = "Explain the Pythagorean theorem."
inputs = tokenizer(input_text, return_tensors="pt")
output = model.generate(**inputs)
print(tokenizer.decode(output[0], skip_special_tokens=True))
```
## Deployment
- **ONNX Runtime:** Optimized for fast inference
- **TensorFlow Lite:** For edge and mobile deployment
- **API Integration:** Connect with Chatflare or third-party applications
## Ethics & Safety
Charm 15 includes bias mitigation and safety filters to ensure responsible AI usage. Read the [ethics guidelines](docs/charm15_ethics_guidelines.pdf) for more details.
## License
Licensed under [Apache 2.0](LICENSE).
## Contributors
- Chatflare AI Team
- Hugging Face Community |