Introduction to Transformers
- 4 Courses | 4h 45m
- 3 Labs | 3h
Track 1: Introduction to Hugging Face
In this track of the Introduction to Transformers Aspire Journey, learn about the Hugging Face AI and machine learning platform and how their tools can streamline ML and AI development.
- 1 Course | 1h 15m
Track 2: Introduction to PyTorch
In this track of the Introduction to Transformers Aspire Journey, the focus will be on what neural networks are, how to implement them with PyTorch, and how to use them for prediction tasks.
- 1 Course | 55m
- 1 Lab | 1h
Track 3: Introduction to Transformers with Hugging Face
In this track of the Introduction to Transformers Aspire Journey, the focus will be on what transformers are, how to perform language tasks like text generation with them, and how to estimate their carbon footprint.
- 1 Course | 55m
- 1 Lab | 1h
Track 4: Finetuning Transformer Models
In this track of the Introduction to Transformers Aspire Journey, the focus will be on finetuning transformer models with their own data, including with the cutting-edge techniques of LoRA and quantization.
- 1 Course | 1h 40m
- 1 Lab | 1h
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