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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I take advantage of these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation High quality Tuning References
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June 17, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I exploit these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation Nice Tuning References
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June 16, 2023
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Artificial Intelligence
Generative AI Learning Path Notes — Part 1 1. Introduction to Generative AI 2. Introduction to Large Language Models 3. Introduction to Responsible AI 4. Generative AI Fundamentals 5. Introduction to Image Generation 6. Encoder-Decoder Architecture
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June 13, 2023
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Artificial Intelligence
Introduction to Generative AI
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June 13, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B The right way to Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 10, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B Easy methods to Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 9, 2023
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Artificial Intelligence
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Architecture Performance on OpenLLM Falcon RefinedWeb Pre-Training of Falcon-40B and Falcon-7B Instruct versions of Falcon-40B/7B Use Falcon-7B on Your GPU with QLoRa Conclusion
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June 9, 2023
1
Artificial Intelligence
Introduction to Supervised Machine Learning
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June 5, 2023
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Artificial Intelligence
Introduction to Supervised Machine Learning
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June 3, 2023
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Artificial Intelligence
Quick Introduction to— Model Garden on Vertex AI
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May 15, 2023
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