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@faun shared a link, 1ย month ago

A visual introduction to vector embeddings

OpenAI's text-embedding-ada-002often gets a peculiar itch at dimension 196โ€”vectors peaking awkwardly there. Entertext-embedding-3-small, swooping in to smooth out the distribution. Now, ontosimilarity metrics. For unit vectors, the dot product is your fast friend. It's interchangeable with cosine si..

A visual introduction to vector embeddings
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@faun shared a link, 1ย month ago

Linear Programming for Fun and Profit

Modalโ€™s "resource solver" hacks cloud volatility. It taps into thesimplex algorithmto snag cheap GPUs. Scale-ups? Lightning-fast. Savings? In the millions...

Linear Programming for Fun and Profit
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@faun shared a link, 1ย month ago

Gaining Strategic Clarity in AI

AI Opportunity Treewelds cutting-edge tech to raw business value. Meanwhile, theAI System Blueprintknits tech tightly to stakeholder priorities. Lean models? They fuse teams, squash doubt, and thrust AI into action with exhilarating speed...

Gaining Strategic Clarity in AI
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@faun shared a link, 1ย month ago

Building MCP Servers Like a Pro (With a Little Help from yfinance and LLMs)

Hook LLMs to real-time stock data with MCP + yfinanceโ€”see how to build, test, and deploy smarter with help from LLMs...

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@faun shared a link, 1ย month ago

New AI innovations that are redefining the future for software companies

Azure AI Foundrygives developers the power to masterfully control AI agent workflows and streamline decision-making through a single API and SDK.Agentic DevOpselevates AI agents beyond mere coding assistants, morphing GitHub Copilot into a formidable dev partner eager to wrestle with code reviews an..

New AI innovations that are redefining the future for software companies
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@faun shared a link, 1ย month ago

LLM Optimization: LoRA and QLoRA

Learn how LoRA and QLoRA make it possible to fine-tune huge language models on modest hardware. Discover the adapter approach for scaling LLMs to new tasksโ€”and why quantization is the next step in efficient model training...

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@faun shared a link, 1ย month ago

Rust is Officially in the Linux Kernel

Rust struts into Linux 6.15with the flashy entrance of theNOVA DRM driver.No subtlety here; it's gunning for Nvidia's crown and promising a jetpack for those next-gen RTX beasts. Meanwhile,Fornjot CADwhispers sweet nothings to tinkerers: model anything your Rusty heart desires, straight from code to..

Rust is Officially in the Linux Kernel
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@faun shared a link, 1ย month ago

How To Structure Terraform Deployments At Scale

Scalrcracks the admin whip with a sharp, flexible hierarchy inTerraform. It lets dev teams roam free in their own isolated territories. Usinginheritance and reusable moduleslike a seasoned parent, it kills bottlenecks and spikes code efficiency...

How To Structure Terraform Deployments At Scale
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@faun shared a link, 1ย month ago

GitHub MCP Exploited: Accessing private repositories via MCP

Invariantplayed detective and unearthed a gaping hole in GitHub MCP. This flaw lets sneaky attackers hijack agents using malicious GitHub issues, spilling private repo secrets all over the public domain. Fortify your agent systems: clamp down on access and deployInvariant Guardrailsalong withMCP-sca..

GitHub MCP Exploited: Accessing private repositories via MCP
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@faun shared a link, 1ย month ago

Building a Distributed Cache for S3

ClickHouse Cloud's distributed cache obliterates latency woes:Compute nodes band together, sharing cached data, and sidestepping S3 molasses. They rev up speed by4x, even during chilly starts. Cold starts and storage re-reads? Forget 'em. Welcome to the fast lane...

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