🧩 LLM Integration

Local model deployment, model quantization, inference optimization, edge deployment

From Prototype to Production: How to Engineer Reliable LLM Systems
dev.to·9h·
Discuss: DEV
💬Prompt Engineering
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Olmo 3 is a fully open LLM
simonwillison.net·6h
🦙Ollama
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Searching for my next agent, maybe found it?
reddit.com·2h·
Discuss: r/LocalLLaMA
🦙Ollama
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The open source project named fulling, and it's hit 1k stars
github.com·16h·
Discuss: Hacker News
🦭Podman
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Understanding LLMs as Pattern Machines, Not Thinking Partners
practicalsecurity.substack.com·20h·
Discuss: Substack
🤖spec-driven ai-assisted development
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🧠 How Large Language Models Are Trained (And How They “Think”) — A Beginner-Friendly Guide
medium.com·14h·
Discuss: DEV
🔍RAG
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Why DETRs are replacing YOLOs for real-time object detection
blog.datameister.ai·19h·
Discuss: Hacker News
📉Model Quantization
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You're using HuggingFace wrong. Stop downloading pre-quantized GGUFs and start building hardware-optimized, domain-specific models. Here's the open-source pipel...
reddit.com·3d·
Discuss: r/opensource
📉Model Quantization
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People test Nano Banana with PDF paper to whiteboard. I did the exact opposite
quickchat.ai·8h·
Discuss: Hacker News
📝Linked-Note-Taking Tools
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The Latent Role of Open Models in the AI Economy
papers.ssrn.com·3d·
Discuss: Hacker News
💸Affordable LLMs
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Arc Is a Vision Problem
arxiviq.substack.com·17h·
Discuss: Substack
🗂️Vector Databases
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Cross-Modal Embeddings: Bridging AI Modalities
dev.to·1d·
Discuss: DEV
🔢Embeddings
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Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan
dev.to·3h·
Discuss: DEV
📊Algorithms
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LLM APIs are a Synchronization Problem
lucumr.pocoo.org·1d·
Discuss: Lobsters, Hacker News
💸Affordable LLMs
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I use AI to synthesize all my datasets now
thefulldatastack.substack.com·11h·
Discuss: Substack
💬Prompt Engineering
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The Machine Learning Roadmap
github.com·8h·
Discuss: Hacker News
🎓Interactive Learning
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Introducing AnyLanguageModel: One API for Local and Remote LLMs on Apple Platforms
huggingface.co·3d·
Discuss: Hacker News
💸Affordable LLMs
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Architecting Uncertainty: Designing Reliable Systems on Top of LLMs
medium.com·1d·
Discuss: Hacker News
💬Prompt Engineering
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Show HN: I built Hilm.ai, a personal finance AI agent
hilm.ai·8h·
Discuss: Hacker News
🦙Ollama
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Evolution Strategies at the Hyperscale
eshyperscale.github.io·2d·
Discuss: Hacker News
🗂️Vector Databases
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