CTranslate2
CTranslate2 is a C++ and Python library for efficient inference with Transformer models.
The project implements a custom runtime that applies many performance optimization techniques such as weights quantization, layers fusion, batch reordering, etc., to accelerate and reduce the memory usage of Transformer models on CPU and GPU.
A full list of features and supported models is included in the project’s repository. To start, please check out the official quickstart guide.
Installation and Setup
Install the Python package:
pip install ctranslate2
LLMs
See a usage example.
from langchain_community.llms import CTranslate2