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
- Clone the repository:
git clone https://huggingface.co/charm15/charm15.git cd charm15 - Install dependencies:
pip install torch transformers onnxruntime tensorflow - 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