Welcome to the Hugging Face tutorials section! Here, you'll find a curated list of resources to dive into machine learning with our powerful frameworks and tools. 🚀
🧠 Core Tutorials
- Transformer Models: Learn the fundamentals of transformer architectures and how to use them with Hugging Face's
transformers
library. - Fine-tuning BERT: Step-by-step guide to fine-tuning pre-trained BERT models for NLP tasks.
- Custom Training Pipelines: Explore how to build custom training loops using the Hugging Face
Trainer
API.
📊 Advanced Topics
- Model Evaluation Metrics: Dive into key metrics for assessing model performance.
- Optimization Techniques: Discover advanced optimization strategies for faster training.
🛠️ Practical Tools
- Datasets Library: Learn how to load and process datasets using Hugging Face's
datasets
toolkit. - Model Hub Exploration: Browse and experiment with thousands of models on our Model Hub.
🌐 Expand Your Knowledge
For more in-depth guides, check out:
Let us know if you need help with any specific topic! 😊