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| Title | Author | Topic | Type | Link(s) |
|---|---|---|---|---|
| VBS Mutual Bank: The Great Bank Heist - Investigator's Report to the Prudential Authority | Advocate Terry Motau SC | Legal Report | https://www.corruptionwatch.org.za/wp-content/uploads/2018/10/VBS-Mutual-Bank-The-Great-Bank-Heist.pdf | |
| The Prompt Report: A Systematic Survey of Prompting Techniques | Schulhoff et al. | Large Language Models | Paper | https://trigaten.github.io/Prompt_Survey_Site/ https://arxiv.org/pdf/2406.06608 |
| ML and LLM system design: 450 case studies to learn from | Massive list curated by evidentlyai | https://www.evidentlyai.com/ml-system-design | ||
| FACTS About Building Retrieval Augmented Generation-based Chatbots | Akkiraju et al (NVIDIA) | Large Language Models | Paper | https://arxiv.org/abs/2407.07858 |
| A Comprehensive Guide to RAG Implementations | Armand Ruiz | Large Language Models | Blog | https://newsletter.armand.so/p/comprehensive-guide-rag-implementations |
| Fortune's Formula | Finance | Book | ||
| Build a Large Language Model (From Scratch) | Sebastian Raschka | Large Language Models | Book | |
| The Llama 3 Herd of Models | Large Language Models | Paper | https://ai.meta.com/research/publications/the-llama-3-herd-of-models/ | |
| The Power of Model Compression: Guide to Pruning, Quantization, and Distillation in Machine Learning | Large Language Models | Blog | https://medium.com/@thisisrishi/the-power-of-model-compression-guide-to-pruning-quantization-and-distillation-in-machine-dbc6d28bd3a3 |
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