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Categories
  • All entries123,155
  • Agents10,332
  • Applications7,010
  • Companies3
  • Concepts7
  • Hardware2,687
  • Industry6,764
  • Local Ai6,837
  • Model Releases35,397
  • Research28,731
  • Safety18,964
  • Syntheses30
  • Tools1,770
  • Tutorials4,623

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123,155Total entries
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13Categories

Knowledge catalogue

Search: “mcp”

GridTimelineEvolution
112 results
Model Releases

Introducing KoboldCpp Agent (and a plea for help)

DGX agent

Hello r/localllama once again, it's me your kobold concedo Been a few months since I last posted here, and today I have something new I'd like to share. Specifically, KoboldCpp now ships with a built-

model-releasesr-localllama
26 Sept 2026
Model Releases
Human
DGX agent

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Has anyone tried ingesting 1k-100k scientific papers into LLM wiki?

DGX agent

I want to try using AI to find possibly overlooked interventions for irritable bowel syndrome (IBS) and create a cocktail of interventions that AI thinks would give the highest expected benefit, attac

model-releasesr-localllama
21 Sept 2026
Local Ai

Newer updates from the last post: Use Local LLM within VScode agent chat

DGX agent

github repo: https://github.com/athulg93/vscode-localllm Alright, So i have made some major updates to this extension Update the git flow: Found out that there were some issues and the / part was a me

local-air-ollama
21 Sept 2026
Model Releases

For Web game development, I swear Flash Next on Q2 is better than Gemini Flash 3.8

DGX agent

One thing I love about both Qwen 3.8 27B and Flash Next is the effort it puts in to make a good product. It is the opposite of a lazy model and 'good enough' is never what aims to accomplish. It goes

model-releasesr-localllama
15 Sept 2026
Model Releases

52 knobs, 72 hours, one compiled Rust model: Catalyst told an AI agent what actually mattered in 1.37s and verified every answer

DGX agent

I’ve been building Catalyst around a capability I want engineering agents to have: An AI agent can read a program and make a good guess about what matters. Catalyst lets it measure what actually matte

model-releasesr-ollama
12 Sept 2026
Local Ai

An open-source context layer for building AI on top of company data

DGX agent

We’ve been building PipesHub for a while now, and I’d love to get more teams to try it and tell us where it breaks. The problem we kept running into was pretty simple: Building an AI app over company

local-air-localllama
8 Sept 2026
Model Releases

How many agents can 2×4090 actually run at once? Three weeks of llama.cpp concurrency data — soft cap 5 @ 64k, hard cap 9, and why.

DGX agent

I'm the CTO of a mid-size nonprofit, and I run a local Qwen stack as a coding subagent for that work — partly on principle (a fair amount of what I handle shouldn't leave the building), partly because

model-releasesr-localllama
8 Sept 2026
Model Releases

gazecom : an interactive and agent-driven wrapper for comfy

DGX agent

Before the introduction, two caveats. This isn't anything as spectacular as the mmh3 stuff filling these subreddits these days, so please go easy on me. It's an experimental tool I'm sharing in its ra

model-releasesr-stablediffusion
7 Sept 2026
Model Releases

What are the most frustrating silent failures you've encountered with local LLMs?

DGX agent

I've been building a small tool opensource project that sits between applications and local LLM servers (starting with Ollama) to diagnose silent inference failures instead of just showing logs. Thing

model-releasesr-ollama
27 Aug 2026
Model Releases

Need help choosing the right AI model/tool for a complete web app workflow

DGX agent

I currently have these models available through Ollama/cloud: And I’m using Claude, Codex, OpenCode, and Ollama as my coding/agent tools. I want to learn professional vibecoding — not just asking AI t

model-releasesr-ollama
20 Aug 2026
Model Releases

TinySearch v0.6.1 - still a lightweight web research tool for local LLMs, now with bring-your-own-browser support

DGX agent

Hey everyone, Posted TinySearch here a few versions ago and got a bunch of useful feedback, so figured I'd post an update because the thing has changed quite a bit since then. Repo: [https://github.co

model-releasesr-localllama
20 Aug 2026
Model Releases

What do you think of my Modelfile for Qwen3.8

DGX agent

Hello, any params I missing or mis-tuning for my coding model ? FROM ./models/unsloth/Qwen3.8-27B-Q5_K_M.gguf # Generation parameters optimized for logical reasoning and coding tasks PARAMETER tempera

model-releasesr-ollama
20 Aug 2026
Model Releases

Ling-3.0 (BailingMoE3) lands in llama.cpp mainline - Quick benchmarks on Intel Arc B580

DGX agent

Finally llama.cpp now officially supports Ling-3.0! (Starting from build b10472+) If you want to run them locally, bartowski has already released the GGUF imatrix quantizations for both models: - Ling

model-releasesr-localllama
18 Aug 2026
Model Releases

After pushing 1M+ tokens through Qwen 3.8 27B, here is my optimal llama.cpp config for 16GB VRAM (73k Context, Agentic Coding)

DGX agent

Following up on my previous post about my budget server setup (Intel N100 + RTX 5060 Ti 16GB), a few of you asked for a deeper dive into my actual inference config and real-world agentic performance.

model-releasesr-localllama
17 Aug 2026
Model Releases

Qwen 3.8 - 27B is a game changer

DGX agent

So a bit of context, I am a cybersecurity senior analyst I am interested in LLMs for that field especially with MCPs to connect them to the tools or for writing scripts I started this field by doing a

model-releasesr-localllama
15 Aug 2026
Model Releases

I’ve tried Cursor, Claude Code, Ollama, etc. — but I still don’t know how to use AI effectively for coding

DGX agent

I’ve experimented with Cursor, Antigravity, Claude Code/CLI, Ollama, Gemma 4B, MiniMax, Hermes Agent, and different local/cloud models. My problem isn’t knowing what these tools are—I don't know how t

model-releasesr-ollama
14 Aug 2026
Local Ai

I added a verify-before-load safety check for Ollama models

DGX agent

I maintain llm-checker, and I’ve added structural model-file validation for Ollama. Ollama stores downloaded models as local blobs. If one is truncated, malformed, or has invalid internal offsets, you

local-air-ollama
4 Aug 2026
Model Releases

I want to use AI coding agents for machine learning projects [D]

DGX agent

I'm a software engineer who mainly builds softwaes/applications, and I'm starting to work on machine learning projects. Since ML workloads often require GPUs, I know services like Google Colab and Kag

model-releasesr-machinelearning
26 Jul 2026
Model Releases

CPU-only inference on a Celeron N5095 SBC: 6 models from 0.6B to 8B, benchmarked

DGX agent

I wanted to know how cheap you can go and still run local models, so I ran Ollama CPU-only on a Youyeetoo X1S. It's a single-board x86 machine with a Celeron N5095 (Jasper Lake, 4C/4T, 15W), 16GB of R

model-releasesr-localllama
23 Jul 2026
Model Releases

open-source desktop agent app running its agents on local ollama models: two agents on qwen3.5:9b and qwen3.8 on a 16 gb card, real recording, including the limits i hit

DGX agent

i'm the maintainer of dodaios (formerly personal jarvis), an open-source ai agent app for the desktop. apache 2.0, runs on windows, macos and linux, no account and no cloud of ours between you and you

model-releasesr-localllama
13 Oct 2026
Model Releases

VectorDash: A full Windows search replacement incorporating Embeddinggemma-2

DGX agent

Inspired by DigUp for macOS, VectorDash aims to be a full Windows 11 search replacement, powered by EmbeddingGemma 2. Full indexing: search by meaning or exact words across photos, screenshots, audio,

model-releasesr-localllama
12 Oct 2026
Model Releases

Qwen 3.6 35B A3B: 131K context + vision on 6GB VRAM

DGX agent

Running HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive Q4_K_M with llama.cpp at ~600 tok/s prefill and 23 tok/s decode, 131k context window, Q8 KV cache - on an RTX 2060 6GB + 32GB DDR4 RAM.

model-releasesr-localllama
10 Oct 2026
Agents

AI Agent Gaming Tournament - hosted by UCLA Trustworthy AI Lab w/ prize pool [N]

DGX agent

UCLA’s Trustworthy AI Lab is running a tournament on October 16 where AI agents compete in Pokémon Showdown, Werewolf, Red Alert, and Honor of Kings. It’s open to everyone, including remote participan

agentsr-machinelearning
8 Oct 2026
Model Releases

Open sourcing Game Summoner, my prompt to game site

DGX agent

tldr: Open sourced my prompt to game suite: https://github.com/ndamiano/ai-agent-test, it's MIT licensed, and this runs well on my 5090 with 64gb ram, but any model that can handle tool calls can mana

model-releasesr-localllama
8 Oct 2026
Model Releases

A stock GLM-Edge-1.5B-Chat on a 4GB Galaxy A04e completed a real Amazon cart task

DGX agent

Yesterday TechCrunch published a piece about a growing problem for AI agents: websites are starting to block them. Amazon blocking Meta's Muse is the obvious example. At almost exactly the same time,

model-releasesr-localllama
7 Oct 2026
Local Ai

Ruach Studio: a whole song studio around YuE2 on your own GPU. Score first, LoRA training, stems,remaster, DAW export.

DGX agent

We spent the last weeks building a studio around YuE2, the open song model by m-a-p, and today it reaches its first release candidate. Write the style and the lyrics, and it composes, sings and render

local-air-localllama
7 Oct 2026
Model Releases

Memoria 1.0.0 — a local, model-agnostic memory system for LLMs

DGX agent

I’ve been building this for a long fucking time, and tonight I finally released Memoria 1.0.0. I built it because I actually wanted to use it. I wanted a real memory layer for local LLM applications t

model-releasesr-localllama
6 Oct 2026
Model Releases

I ran 1,200+ Blender modeling runs across LLMs and agent harnesses and made them votable

DGX agent

Blind A/B arena where AI agents build things in Blender and you vote on which result is better: https://render-arena.izolight.xyz Each agent gets a prompt that describes its environment and the rules,

model-releasesr-localllama
5 Oct 2026
Model Releases

I built a code knowledge graph tool that's actually MIT licensed (fully local, no cloud)

DGX agent

So this is maybe a niche problem, but at my job I work on a huge Python codebase and every time I change some shared function I'm basically playing roulette. grep tells who mentions it in the code bas

model-releasesr-localllama
3 Oct 2026
Model Releases

Row-Bot 5.0 is available: a new React interface, persistent agent goals, and a workspace for every conversation

DGX agent

Row-Bot 5.0 is a major rebuild of the local-first AI assistant. The NiceGUI interface is gone, replaced by one React app across desktop, browsers, phones and tablets. The biggest change is how work is

model-releasesr-ollama
2 Oct 2026
Model Releases

Thanks to you r/LocalLLaMA, my mom was able to use my app! The open-source app that can watch your screen and trigger actions. It is now easy to use, thanks to your feedback.

DGX agent

TL;DR: I'm a solo dev who wanted a simple, private way to have local LLMs watch my screen and do simple logging/notifying. After a year of building, I released v3.0.0 and my mom was able to use it for

model-releasesr-localllama
29 Sept 2026
Model Releases

What are your experiences with using a hybrid cloud/local setup to stretch usage for coding projects?

DGX agent

For example, directly using claude code or code, which is then hooked up to automatically delegate the actual code writing tasks to a local model like qwen 3.8 flash next, to save on cloud usage limit

model-releasesr-localllama
29 Sept 2026
Model Releases

Qwen-3.8-27B is good enough that I stopped using API

DGX agent

Many a praise have been sung on Qwen-3.8, but here is mine. Qwen-3.8 and I had a rocky start, because it thinks so much. Watching it working is painful, so you have to stop doing that. You have to let

model-releasesr-localllama
24 Sept 2026
Model Releases

Steer LLMs and Agents at the Token Level: An interactive tool for token visualization & control, model inspection and data annotation.

DGX agent

onPanda is designed for geeks, power users, curious minds, and engineers. Its UI is built for deep exploration and efficient data annotation. - The core loop is simple: hover over a token → click an a

model-releasesr-localllama
19 Sept 2026
Local Ai

MiniMax Code goes open source

DGX agent

MiniMax has open-sourced the terminal version of MiniMax Code: https://github.com/MiniMax-AI/minimax-code How can developers verify the content that encoding proxies read, send, and store? This is a t

local-air-localllama
18 Sept 2026
Model Releases

MiniMax Code is now open source. Maybe M3.1 is the next thing to watch.

DGX agent

MiniMax has released the source code for MiniMax Code’s terminal agent: https://github.com/MiniMax-AI/minimax-code https://preview.redd.it/st9izmm8zaqh1.png?width=3016&format=png&auto=webp&s=5853bc316

model-releasesr-localllama
18 Sept 2026
Model Releases

My long ChatGPT threads quietly forget the beginning, so I keep decisions somewhere else

DGX agent

Been working on this backend migration for like two weeks and my chat with ChatGPT is one of those endless scrolls. Last Tuesday it confidently told me we'd 'decided' on the wrong database. We had lit

model-releasesr-chatgpt
18 Sept 2026
Model Releases

AndroidLife: Can an AI agent survive a day in the life of a real user? Qwen3.8-27b run: 56.7% SR

DGX agent

I let AI run my phone 60 real tasks, back to back, on the OnePlus I use every day - Best text model still failed 43% of them - Peak chip temp 98.2 C - 69% of the battery gone The benchmark is AndroidL

model-releasesr-localllama
17 Sept 2026
Model Releases

Write up on building and improving reliability of agentic harnesses + a big dataset from my work.

DGX agent

I've been working on something for this community (and other self-hosted communities) for almost 5 months now. Personally, I would grade it as probably the closest open source equivalent of Manus and

model-releasesr-localllama
16 Sept 2026
Model Releases

I trained a 44M parameter quantized LLM from scratch on 45B tokens. It ships in 19.8 MB and runs at ~1,900 tok/s on CPU. [P]

DGX agent

Three weeks back , i posted SHADOW-250M here. It got 360 upvotes, 293 on r/LocalLLaMA and 94 GitHub stars. Thank you. That model was 60 MB, ran around 400 tok/s on CPU and could retrieve records from

model-releasesr-machinelearning
15 Sept 2026
Local Ai

Ion (zero install harness, runs on browser)

DGX agent

Hello Guys, Just sharing this harness I've created, this runs entirely on chromium based browser. No installation is required, it has its limitations and by no means is supposed to replace better agen

local-air-localllama
11 Sept 2026
Model Releases

Locus - A MacOS tool for Ollama and other local models

DGX agent

Hey so a few months ago I got into local LLMs and didn’t really like the tools out there at the time, so I decided to build my own version of a Claude/Codex GUI for local models. I’ve been working on

model-releasesr-ollama
8 Sept 2026
Model Releases

Measuring LLM performance drift: observations and methodology from 31,352 repeated benchmark measurements [D]

DGX agent

One thing that has bothered me about LLM benchmarks for a while is that most of them are essentially snapshots. A model is evaluated, a score is published, and we tend to talk about that score as if i

model-releasesr-machinelearning
7 Sept 2026
Model Releases

Qwen3.8-27B beat the Wikipedia game in 6 clicks.

DGX agent

Used qwen3.8-27b in Opencode to make this silly mini-game because I'm not sober: ``` We are going to play a game, it will be the Wikipedia game. The Wikipedia game has the following rules: You will ha

model-releasesr-localllama
5 Sept 2026
Model Releases

Here my pretty good qwen3.8 27B setup, hope it helps

DGX agent

Since I spent the time to figure it out and it is not like it will make me any money ever. I think I'd share with you all what I managed to cobble together. First and foremost here the relevant bits a

model-releasesr-localllama
30 Aug 2026
Model Releases

I used local Qwen 27b to build a harness and replace OpenCode

DGX agent

Sharing my harness for running local LLMs that I built using Qwen 3.x 27B (> 90% locally built) under my supervision - not vibe-coded. Its free, no telemetry, and open-source (AGPL). Works on Windows,

model-releasesr-localllama
27 Aug 2026
Model Releases

OpenCode with Qwen3.8-27B for Small Games or Browsing the Web With 16GB VRAM

DGX agent

In the past, I have use llama.cpp, but I read that the exl3 quantization format should give better precision, so I have tried exllamav3/tabbyAPI. It was able to write the shown simple HTML game withou

model-releasesr-localllama
26 Aug 2026
Model Releases

Is there any interest in a self hosted open source version of manus/perplexity?

DGX agent

I have been working on a project for about 3 months because I found Vane to be awful and I wanted something like Manus for myself. I have a pretty solid app that's probably about ready to release, but

model-releasesr-localllama
21 Aug 2026
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