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CTranslate2 download for Windows

Free download CTranslate2 Windows app to run online win Wine in Ubuntu online, Fedora online or Debian online

This is the Windows app named CTranslate2 whose latest release can be downloaded as CTranslate23.20.0.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named CTranslate2 with OnWorks for free.

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Wine is a way to run Windows software on Linux, but with no Windows required. Wine is an open-source Windows compatibility layer that can run Windows programs directly on any Linux desktop. Essentially, Wine is trying to re-implement enough of Windows from scratch so that it can run all those Windows applications without actually needing Windows.

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CTranslate2


DESCRIPTION

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. The execution is significantly faster and requires less resources than general-purpose deep learning frameworks on supported models and tasks thanks to many advanced optimizations: layer fusion, padding removal, batch reordering, in-place operations, caching mechanism, etc. The model serialization and computation support weights with reduced precision: 16-bit floating points (FP16), 16-bit integers (INT16), and 8-bit integers (INT8). The project supports x86-64 and AArch64/ARM64 processors and integrates multiple backends that are optimized for these platforms: Intel MKL, oneDNN, OpenBLAS, Ruy, and Apple Accelerate.



Features

  • Encoder-decoder models supported
  • GPT-2, GPT-J, GPT-NeoX, OPT, BLOOM supported
  • Automatic CPU detection and code dispatch
  • Fast and efficient execution on CPU and GPU
  • Quantization and reduced precision
  • Multiple CPU architectures support
  • Dynamic memory usage
  • Parallel and asynchronous execution


Programming Language

C++


Categories

Transformer Models

This is an application that can also be fetched from https://sourceforge.net/projects/ctranslate2.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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