8
Hugging Face Ecosystem
Transformers library, model hub, datasets, tokenizers, and PEFT
5 lessons225 min totaladvanced
1
Transformers Library Quickstart
Pipeline API, AutoModel/AutoTokenizer, inference patterns, and batch processing
2 exercisesQuiz40m
2
The Hugging Face Model Hub
Browsing models, model cards, Spaces, Gradio, and licensing
2 exercisesQuiz35m
3
Fine-Tuning with Trainer API
Trainer class, dataset preparation, training loops, evaluation, and logging
2 exercisesQuiz55m
4
Tokenizers Deep Dive
BPE, WordPiece, SentencePiece, special tokens, fast vs slow tokenizers
2 exercisesQuiz45m
5
Parameter-Efficient Fine-Tuning
LoRA, QLoRA, prefix tuning, prompt tuning, adapters, and the PEFT library
2 exercisesQuiz50m