• An Open Source library
• Python bindings for transformer models implemented in C/C++ using the GGML library.
• Unified API: Consistent interface for various models.
• Works with GGUF and GGML formats.
• Performance Optimized for CPU and GPU usage.
• Supports quantization
• Easy Integration: Compatible with libraries like LangChain.

• pip install ctransformers

from ctransformers import AutoModelForCausalLM

# Load a quantized model
model = AutoModelForCausalLM.from_pretrained("/path/to/your/model")
output = model("What is AI?")
print(output)

• Hugging Face