Mastering AI with Transformers and LLMs


Mastering Transformers & LLMs: Construct, Prepare, and Deploy AI Fashions with Docker and FastAPI

What you’ll be taught

In-Depth Information of Transformer Architectures

Deploy LLM with Quick API and Docker

Design, Construct, and Prepare your Personal LLM structure from scratch

Construct Customized Tokenizer For Your Personal Corpus

Prepare Your Personal GPT Mannequin

Apply GPT2, T5, BART, BERT, DistilBERT, and PEGASUS to Actual World Duties

Mannequin Optimization with Information Distillation, Quantization, ONNX and the ONNX Runtime

Apply Transformers to Desk Query Answering

High-quality-Tuning PEGASUS for Dialogue Summarization

High-quality-tuning BERT for Sentiment Evaluation, Sentence-Pairs and Multi-Class Classification

English
language

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