llm2025

LLMs: From Transformers to GPT| Winter 2025

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Professional Masters Program | University of Washington, Seattle

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Instructor - Dr. Karthik Mohan

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Home

Lectures

Teaching Support

Assessments

References

Demos

About Team

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Embeddings

Glove Embeddings

Sentence Embeddings

Open AI Embeddings

LLM Application Areas

Sentiment Identification

Question Answering

Pre-Trained Foundation Models

BERT

sBERT

LLama

Comprehensive survey of Foundation models

Data Augmentation for better performance

Generative Data Augmentation on Pubmed

Scaling LLMs for Production

TinyBERT

Distillation of LLM Models