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Hugging Face

by Hugging Face

The GitHub of machine learning. Hub for 500,000+ models, datasets, and Spaces demos. The Transformers library is the standard for working with open-source AI models.

model hubTransformersdatasetsSpacesopen-source

Quick Start

  1. Create an account โ€” Sign up at huggingface.co.
  2. Install Transformers โ€” pip install transformers datasets accelerate
  3. Run inference with pipeline โ€” from transformers import pipeline; generator = pipeline("text-generation", model="meta-llama/Llama-3.2-3B")
  4. Use the Inference API โ€” Call any model via REST without downloading it.
Full quickstart guide

How-To Guides

2
Use TRL library: from trl import SFTTrainer. Prepare a dataset in chat template format. Configure LoRA with PEFT for memory-efficient fine-tuning. Train on a single A100 GPU.

Tool Info

Company
Hugging Face
Category
๐Ÿค– AI Agents & APIs
How-to Guides
2

Tags

model hubTransformersdatasetsSpacesopen-source