ZeppelinCorp/Charm_15

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:

   git clone https://huggingface.co/charm15/charm15.git
   cd charm15
   

2. Install dependencies:

   pip install torch transformers onnxruntime tensorflow
   

3. Load the model:

   from transformers import AutoModel, AutoTokenizer
   model = AutoModel.from_pretrained("charm15/charm15_base_model")
   tokenizer = AutoTokenizer.from_pretrained("charm15/charm15_base_model")
   

Usage

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 for more details.

License

Licensed under Apache 2.0.

Contributors

• Chatflare AI Team
• Hugging Face Community