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

Clone the repository:
bash
1git clone https://huggingface.co/charm15/charm15.git 2cd charm15
Install dependencies:
pip install torch transformers onnxruntime tensorflow
Load the model:
python
1from transformers import AutoModel, AutoTokenizer 2model = AutoModel.from_pretrained("charm15/charm15_base_model") 3tokenizer = 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 for more details.

License

Licensed under Apache 2.0.

Contributors

Chatflare AI Team
Hugging Face Community

ZeppelinCorp/Charm_15

Charm 15 - Ultra-Smart AI Model