🧩 LLM Integration

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

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The Abstraction Trap: Why Layers Are Lobotomizing Your Model
news.ycombinator.com·5h·
Discuss: Hacker News
💸Affordable LLMs
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hyunwoongko/nanoRLHF: nanoRLHF: from-scratch journey into how LLMs and RLHF really work.
github.com·22h·
Discuss: r/LocalLLaMA
💸Affordable LLMs
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Customizing LLMs with Your Data: A Progressive Strategy from Prompting to Fine-Tuning
dev.to·3d·
Discuss: DEV
💸Affordable LLMs
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Taming P99s in OpenFGA: How We Built a Self-Tuning Strategy Planner
auth0.com·1d·
Discuss: Lobsters
🚀Performance
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Beyond Prompts: Context Engineering as Production AI’s Critical Infrastructure Layer
pub.towardsai.net·22h
💬Prompt Engineering
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vLLM: An Efficient Inference Engine for Large Language Models
www2.eecs.berkeley.edu·5d·
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💸Affordable LLMs
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The quest for flow with AI coding
joshuavaldez.com·4h
💬AI Code Assistants
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Show HN: Constellations – On-the-fly D3 collaboration graphs of history via LLMs
github.com·3h·
Discuss: Hacker News
🗂️Vector Databases
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Writing an LLM from scratch, part 29 -- using DistributedDataParallel to train a base model from scratch in the cloud
gilesthomas.com·2d·
Discuss: Hacker News, Hacker News
💸Affordable LLMs
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Cloudspecs: Cloud Hardware Evolution Through the Looking Glass
muratbuffalo.blogspot.com·11h·
Discuss: Lobsters, Hacker News
🚀Performance
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Fragments: January 8
martinfowler.com·1d
💬Prompt Engineering
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AI as the Engine of Application State
jonwoodlief.com·1h·
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💬AI Code Assistants
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Engineering an LLM-Based Data Classifier
getnumberseven.com·3d·
Discuss: Hacker News
🦙Ollama
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AI’s Memorization Crisis
theatlantic.com
·5h·
Discuss: Hacker News
🔍RAG
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Digital Red Queen: Adversarial Program Evolution in Core War with LLMs
sakana.ai·1d·
Discuss: Hacker News
🛡️AI Security
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HW-Accelerated Physical AI Framework For Resource-Constrained Edge Devices (ASU)
semiengineering.com·2d
📱Edge AI
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DeepSeek To Release Next Flagship AI Model With Strong Coding Ability
theinformation.com
·14h·
Discuss: r/LocalLLaMA, r/accelerate
📱Edge AI
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How AI Agents is Revolutionizing Open Source Software
oneuptime.com·1d·
Discuss: Hacker News, r/opensource
🤖spec-driven ai-assisted development
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Per-query energy consumption of LLMs
muxup.com·2d·
Discuss: Lobsters, Hacker News
🚀Performance
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LLMs contain a LOT of parameters. But what’s a parameter?
technologyreview.com·2d
💸Affordable LLMs
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