Petals is a free AI language tool that allows users to run and fine-tune large language models collaboratively, making advanced NLP capabilities more accessible without high-end hardware requirements.
Runs large language models by splitting them across multiple machines in a BitTorrent-style network, ideal for free AI language learning.
Provides a PyTorch-based API that allows custom fine-tuning, sampling methods, and access to model internals, perfect for AI language learning coaches.
Enables inference up to 10x faster than traditional offloading techniques, making it one of the best free AI language learning apps.
Research and Experimentation: Enables researchers to experiment with large language models without expensive hardware, ideal for free AI language learning.
Get started with Petals: Install Petals and its dependencies using pip: pip install git+https://github.com/bigscience-workshop/petals
Import required modules: Import the necessary modules from Petals and Transformers: from transformers import AutoTokenizer; from petals import AutoDistributedModelForCausalLM