Large Language Model Deployment Tools You Need to Know in 2025

Comments (1)

pescn · 8h ago

This article explores trends and tools for deploying large language models (LLMs) in on-premises environments. The authors believe that localized deployment is becoming increasingly important due to the needs of data privacy, cost control, and low latency.

The article summarizes a series of tools covering different needs from individual developers to enterprise-level: Ollama, LM Studio, Jan.AI, LocalAI and LLMOne.

This is a good starting point and overview for those considering how to implement LLMs on their own servers or devices.

Show HN: I'm an airline pilot – I built interactive graphs/globes of my flights (jameshard.ing)

Gemini CLI (blog.google)

IDF officers ordered to fire at unarmed crowds near Gaza food distribution sites (haaretz.com)

JavaScript Trademark Update (deno.com)

Writing toy software is a joy (blog.jsbarretto.com)

uv: An extremely fast Python package and project manager, written in Rust (github.com)

MCP: An (Accidentally) Universal Plugin System (worksonmymachine.substack.com)

OpenAI charges by the minute, so speed up your audio (george.mand.is)

More on Apple's Trust-Eroding 'F1 the Movie' Wallet Ad (daringfireball.net)

A new PNG spec (programmax.net)

A new pyramid-like shape always lands the same side up (quantamagazine.org)

Engineered Addictions (masonyarbrough.substack.com)

Fun with uv and PEP 723 (cottongeeks.com)

Backyard Coffee and Jazz in Kyoto (thedeletedscenes.substack.com)

Vera C. Rubin Observatory first images (rubinobservatory.org)

Man 'refused entry into US' as border control catch him with bald JD Vance meme (dublinlive.ie)

A new PNG spec (programmax.net)

Thnickels (thick-coins.net)

Define policy forbidding use of AI code generators (github.com)

How I use my terminal (jyn.dev)

-2000 Lines of code (2004) (folklore.org)

I deleted my second brain (joanwestenberg.com)

I wrote my PhD Thesis in Typst (fransskarman.com)

AlphaGenome: AI for better understanding the genome (deepmind.google)

Facebook is asking to use Meta AI on photos you haven’t yet shared (theverge.com)

What Problems to Solve (1966) (genius.cat-v.org)

Microsoft Edit (github.com)

Starship: A minimal, fast, and customizable prompt for any shell (starship.rs)

PlasticList – Plastic Levels in Foods (plasticlist.org)

Games run faster on SteamOS than Windows 11, Ars testing finds (arstechnica.com)

US Supreme Court limits federal judges' power to block Trump orders (theguardian.com)

Fairphone 6 is switching to a new design that's even more sustainable (androidcentral.com)

Introducing Gemma 3n (developers.googleblog.com)

Finding a 27-year-old easter egg in the Power Mac G3 ROM (downtowndougbrown.com)

Alternative Layout System (alternativelayoutsystem.com)

XSLT – Native, zero-config build system for the Web (github.com)

U.S. Chemical Safety Board could be eliminated (ishn.com)

Puerto Rico's Solar Microgrids Beat Blackout (spectrum.ieee.org)

Ambient Garden (ambient.garden)

GitHub CEO: manual coding remains key despite AI boom (techinasia.com)

US economy shrank 0.5% in the first quarter, worse than earlier estimates (apnews.com)

Basic Facts about GPUs (damek.github.io)

JWST reveals its first direct image discovery of an exoplanet (smithsonianmag.com)

Getting ready to issue IP address certificates (community.letsencrypt.org)

Build and Host AI-Powered Apps with Claude – No Deployment Needed (anthropic.com)

Launch HN: Issen (YC F24) – Personal AI language tutor

ChatGPT's enterprise success against Copilot fuels OpenAI/Microsoft rivalry (bloomberg.com)

National Archives at College Park, MD, will become a restricted federal facility (archives.gov)

The bitter lesson is coming for tokenization (lucalp.dev)

Libxml2's "no security embargoes" policy (lwn.net)

Large Language Model Deployment Tools You Need to Know in 2025

Comments (1)