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LLMOps: My Thesis & Market Map Table of Contents Introduction Why does LLMOps matter now? Issues with LLMs in production? LLMOps Market Map My predictions for LLMOps Concluding Remarks
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July 3, 2023
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Artificial Intelligence
Mastering the Magic of Language Models: Unveiling the Secrets of LLMs and the Art of Prompt Engineering
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June 28, 2023
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Artificial Intelligence
Contextual AI: Making Enterprise-Ready LLMs Available For All
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June 11, 2023
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Artificial Intelligence
Contextual AI: Making Enterprise-Ready LLMs Available For All
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June 9, 2023
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Artificial Intelligence
Deploying LLMs On Amazon SageMaker With DJL Serving
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June 7, 2023
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Artificial Intelligence
Construct Industry-Specific LLMs Using Retrieval Augmented Generation How Microsoft Is Solving This Constructing Industry-Specific Q&A Models Using RAG Conclusions
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June 3, 2023
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Artificial Intelligence
QLoRa: Wonderful-Tune a Large Language Model on Your GPU QLoRa: Quantized LLMs with Low-Rank Adapters Wonderful-tuning a GPT model with QLoRa GPT Inference with QLoRa Conclusion
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June 2, 2023
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Artificial Intelligence
Applying LLMs to Enterprise Data: Concepts, Concerns, and Hot-Takes 4 Concepts Three Concerns Two Hot-Takes Footnotes
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June 1, 2023
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Artificial Intelligence
The way to Use LLMs to Generate Concise Summaries Organising the environment Summarizing a paragraph About Author
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June 1, 2023
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Artificial Intelligence
Leveraging LLMs in product design: opportunities and challenges Chatbots Text-to-Text Using Context Mapping Natural Language to Other Domains Solve for the use case, AI is only a tool More resources
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May 31, 2023
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