Launch PyTorch scripts on various devices easily
Generate code and answer questions with DeepSeek-Coder
Generate C++ code instructions
Merge and upload models using a YAML config
Generate code and text using Code Llama model
Run a dynamic script from an environment variable
Generate code solutions to mathematical and logical problems
Generate code from descriptions
Generate code from images and text prompts
Run code snippets across multiple languages
Write and run code with a terminal and chat interface
Generate code snippets based on your input
Example for running a multi-agent autogen workflow.
Accelerate Presentation is a powerful tool designed to simplify the process of launching PyTorch scripts across various devices. It allows users to seamlessly run their scripts on GPUs, TPUs, and other supported hardware with minimal configuration. This tool is particularly useful for machine learning practitioners and researchers who need to scale their workflows efficiently.
• Multi-Device Support: Run PyTorch scripts on GPUs, TPUs, and other devices with a single command.
• Automation: Automatically handle the setup and configuration required for launching scripts on different hardware.
• Integration with Hugging Face: Works seamlessly with the Hugging Face ecosystem for easy access to pre-trained models and datasets.
• Performance Optimization: Built-in optimizations to maximize the performance of your PyTorch workflows.
• Ease of Use: User-friendly interface and simple commands to get started quickly.
pip install accelerate
from accelerate import Accelerator
accelerator = Accelerator()
accelerate command to run your script on the desired device:
accelerate run your_script.py
What devices does Accelerate Presentation support?
Accelerate Presentation supports a wide range of devices, including GPUs (NVIDIA and AMD), TPUs, and even CPUs.
Do I need to modify my existing PyTorch script to use Accelerate?
Yes, you need to add a few lines of code to initialize the Accelerator. This allows Accelerate to manage your script's device allocation automatically.
Is Accelerate Presentation free to use?
Yes, Accelerate is an open-source tool and completely free to use for both academic and commercial purposes.