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foundationmodels

6 posts with this tag

Your GPUs Are Everywhere. Your Robot-Learning Loop Shouldn't Be.Robotics compute is spreading across clouds and clusters. Learn how one portable pipeline layer can keep the robot-learning loop reproducible.Roboticsmlopsinfrastructure+1Hamza Tahir2026
How to Finetune Phi 3.5 with ZenMLMaster cloud-based LLM finetuning: Set up infrastructure, run pipelines, and manage experiments with ZenML's Model Control Plane for Microsoft's latest Phi model.applied-zenmlllmmodel-control-plane+4Alex Strick van Linschoten2024
How to Finetune Llama 3.1 with ZenMLMaster cloud-based LLM finetuning: Set up infrastructure, run pipelines, and manage experiments with ZenML's Model Control Plane for Meta's latest Llama model.applied-zenmlllmmodel-control-plane+4Alex Strick van Linschoten2024
Bigger Isn't Always Better: The Case for RAG in the Age of Infinite ContextContext windows in large language models are getting super big, which makes you wonder if Retrieval-Augmented Generation (RAG) systems will still be useful. But even with unlimited context windows, RAG systems are likely here to stay because they're simple, efficient, flexible, and easy to understand.llmThought LeadershipAlex Strick van Linschoten2024
Using ZenML with LLMs to Analyze Your Databases: A Case Study with you-tldr.com and Supabase/GPT-4Explore how ZenML, an MLOps framework, can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase. In this case study, we examine the you-tldr.com website, showcasing ZenML pipelines asynchronously processing video data and generating summaries with GPT-4. Understand how to tackle large language model limitations by versioning data and comparing summaries to unlock your data's potential. Learn how this approach can be easily adapted to work with other databases and LLMs, providing flexibility and versatility for your specific needs.evergreentoolingzenml+1Hamza Tahir2023
Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack SupportWe decided to explore how the emerging technologies around Large Language Models (LLMs) could seamlessly fit into ZenML's MLOps workflows and standards. We created and deployed a Slack bot to provide community support.evergreenllmnlp+3Alex Strick van Linschoten2023

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zenml mlops evergreen agents LLMOps tooling llm bigger-picture open-source kitaru infrastructure genai All 116 tags →

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foundationmodels

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