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  • All entries123,194
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  • Model Releases35,411
  • Research28,731
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Knowledge catalogue

Search: “platform”

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49+ results
Local Ai

PSA: DO NOT use Intel consumer platforms for multi-GPU setups

DGX agent

Since a lot more people are trying to build their own multi-GPU machines, I thought I should help to prevent a common mistake people make with building multi-GPU machines. Which is using an Intel cons

local-air-localllama
25 Jul 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
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Model Releases

Running an open-source agent platform with no third party in the chain: what each piece needs (Ollama/vLLM, local embeddings, local OCR)

DGX agent

Disclosure first: I work at Vstorm and I build AgenticOS, an open-source (Apache-2.0), self-hosted platform for building AI agents in a browser. This post was drafted with an LLM's help and edited by

model-releasesr-ollama
7 Oct 2026
Local Ai

Built a local-first workflow automation platform around Ollama - now at v0.11.0

DGX agent

I've been working on an open-source workflow automation platform over the past few months, with Ollama as one of the first-class providers rather than treating it as an afterthought. The goal wasn't t

local-air-ollama
27 Jul 2026
Local Ai

Self-hosted agent + BI platform that runs fully local, Ollama or vLLM for both chat and embeddings

DGX agent

Been building AgentSwarms for a while. Agent platform with RAG, multi-agent workflows and a BI layer over your own data. Posting here because the whole thing runs without a single hosted API if you wa

local-air-ollama
28 Aug 2026
Model Releases

🇦🇹 Austria is rolling out a government AI-platform using Mistral models and Open WebUI

DGX agent

This is a surprisingly large real-world deployment: 'GovGPT' is part of Austria’s Public AI initiative, running on sovereign infrastructure (in their BRZ - federal datacenter) with Mistral open-weight

model-releasesr-localllama
22 Jul 2026
Applications

MLVC: Multi-platform Learned Video Codec for Real-World Deployment [P]

DGX agent

I've always found it a little strange that AI is everywhere, but the codecs we use in practice are the traditional hand-engineered systems like h.264, h.265, av1. Alexnet started the wave of neural ne

applicationsr-machinelearning
30 Jul 2026
Model Releases

I built a serverless hosting platform for LoRA adapters with vLLM

DGX agent

It’s always bothered me that after fine-tuning a model for a project, there isn’t a particularly easy way to host it without either running it locally and keeping a GPU on 24/7 or paying for an entire

model-releasesr-localllama
13 Sept 2026
Model Releases

Introducing Quartermaster, an open source local AI platform designed for ease of use that does not sacrifice customizability

DGX agent

It started as a fork of llama-swap, but I have been building it out for myself since then as a convenient tool for all my local AI needs, and by now it has drifted far enough to be its own thing. The

model-releasesr-localllama
3 Sept 2026
Model Releases

DeepSeek V4 Flash 0731 at 27+ t/s decode on Strix Halo — Vulkan + DSpark full guide

DGX agent

Been benchmarking DSv4 Flash 0731 on a Flow Z13 (Ryzen AI MAX+ 395, Radeon 8060S / gfx1151, 128GB LPDDR5X) for the past week. Figured I'd share what actually works and what doesn't — there are a lot o

model-releasesr-localllama
11 Aug 2026
Hardware

'ModelScope' Is a Hugging Face Alternative now that Nvidias deal is a Go

DGX agent

I liked the Nvidia that focused on just GPUs for gaming, not on the Nvidia of today which seem want power consolidation. Modelscope is another platform for those that simply want to know an alternativ

hardwarer-localllama
3 Sept 2026
Local Ai

DistribAI v2

DGX agent

DistribAI is a platform for distributed training! You can train massive or tiny models across tiny or massive amounts of consumer devices with ease! DistribAI is a platform I've been working on for a

local-air-localllama
26 Sept 2026
Research

Multi-Tenant SaaS: Which Architecture Would You Choose? [D]

DGX agent

NOTE -> I expect answer from people who actually have experience and strong understanding of these. please give something beneficial. I'm building a SaaS platform in Sri Lanka that handles documents a

researchr-machinelearning
26 Jul 2026
Industry

Average Instagram user vs average Reddit user side-by-side comparison

DGX agent

Reddit is a discussion-based platform known for its communities where users share and interact with content based on interests, while Instagram is a visual-based social media platform focused on shari

industryr-chatgpt
5 Jun 2026
Model Releases

Building a budget 32GB → 48GB VRAM home AI server: 2-3x RX 9060 XT 16GB vs RTX 5060 Ti 16GB, AM5 vs used EPYC?

DGX agent

I’m planning a dedicated home AI server, mainly for local LLM inference, agents/tool use, Docker services, and eventually larger MoE models with CPU offload. My plan is to start with 2x 16GB GPUs = 32

model-releasesr-localllama
8 Aug 2026
Local Ai

Is Ornith 1.0 9B Reliable Enough for Complex Backend Development?

DGX agent

Hey folks, is anyone currently using Ornith 1.0 9B for serious or complex backend development? I’m working on three different applications: A multi-vendor e-commerce platform with a Node.js backend A

local-air-ollama
31 Jul 2026
Local Ai

2x 3090, 3x 3060 potential (smart and informed) future upgrade paths (send help)

DGX agent

I'm trying to figure out the best long-term upgrade path for my setup. Right now my GPUs are spread across several consumer PCs: Main: 5900X, 32GB DDR4, 2× RTX 3090 24GB. Secondary: i3-10320, 16GB DDR

local-air-localllama
11 Oct 2026
Model Releases

Qwen company already rushed out a Jev competitor. No open weights yet.

DGX agent

EDIT: About that, I tried it out, and it's garbage so far. I did some basic tests through AIHubMix (do not use that platform btw, it's trash), and my agent did some comparison. I guess it figures, it

model-releasesr-localllama
27 Sept 2026
Local Ai

I reached 1,000+ telemetry events across 38 deployments — what should I be thinking about now?

DGX agent

I've been building an open-source AI workflow automation platform for a while now, mostly as a solo project. I recently checked the telemetry dashboard and was honestly surprised to see 1,062 telemetr

local-air-ollama
21 Sept 2026
Model Releases

Are we missing a benchmark for agent runtimes, not just models?

DGX agent

We have SWE-bench, Terminal-Bench, OSWorld, BrowseComp, etc. But I haven’t seen a good apples-to-apples benchmark for platforms like OpenAI Agents, Anthropic’s agent stack, AWS AgentCore, Google’s age

model-releasesr-localllama
11 Sept 2026
Local Ai

New changes at CivitAI

DGX agent

In 2025, CivitAI underwent several significant platform changes. In April–May 2025, CivitAI tightened rules around extreme/illegal content and real-person likenesses. After its payment processor...

local-air-stablediffusion
10 Apr 2026
Model Releases

Inference Engines will become a series of one-offs

DGX agent

ninfer, dwarfstar, Splash, llamAmpere, gufo, etc. We've all seen them popping up, great tok/s, people loving them. Forks of llama.cpp or another engine, or made from scratch. For better or worse, the

model-releasesr-localllama
29 Sept 2026
Safety

Simulating fault tolerance with stage skipping in pipeline-parallel training [R]

DGX agent

Our most recent work at Templar explores fault tolerance in Crucible, our distributed pre-training platform. The goal is to keep healthy workers training when another pipeline stage goes offline. Cruc

safetyr-machinelearning
22 Sept 2026
Local Ai

General warning about Clore.AI

DGX agent

Hello, I know some of us may be tempted to rent out our expensive GPUs to recoup some of the cost of self-hosting, and it should be obvious that this can be a risky decision. I decided to try hosting

local-air-localllama
19 Sept 2026
Hardware

Images do not properly generate in ComfyUI + Krea2

DGX agent

My prompt is: Epic high-fantasy concept art, ultra-detailed. A road crossing golden plains leading toward a colossal dwarven mountain hall entrance recessed into themouth of a giant cave. The whole en

hardwarer-stablediffusion
14 Sept 2026
Model Releases

[Model] Support for Spark2_5ForCausalLM implementation by KnightYao · Pull Request #27868 · ggml-org/llama.cpp

DGX agent

https://huggingface.co/XHToken/Spark-X2.5-4B-GGUF https://huggingface.co/XHToken/Spark-X2.5-1.7B-GGUF from XHToken: We are introducing Spark-X2.5-4B and Spark-X2.5-1.7B, two compact, general-purpose l

model-releasesr-localllama
6 Sept 2026
Model Releases

We built an open-source, model-neutral agent harness and compared it with claude managed agents - for the same model, got same accuracy, upto 75% lower cost

DGX agent

We have been working on an open-source, model-neutral agent harness for general purpose agents called TrueForge, and wanted to understand how much the harness itself actually matters. So we ran 14 tas

model-releasesr-localllama
3 Sept 2026
Model Releases

With HuggingFace, Nvidia is also acquiring llama.cpp and the team behind it

DGX agent

With this move Nvidia is not only acquiring the HuggingFace platform, but they might also effectively acquire the copyright to the `llama.cpp` project, together with the entire team behind it. In Febr

model-releasesr-localllama
27 Aug 2026
Agents

We built the Agentic World Cup - LLMs that compete in 1v1 Soccer. [P]

DGX agent

Hey everyone - we've been building something particularly relevant to ML at large - The Agentic World Cup - a platform where Agents compete in sports. As you know, today's Agents can code, do math, an

agentsr-machinelearning
11 Aug 2026
Model Releases

Need real world ML problems to evaluate my educational ML tools

DGX agent

I'm a retired platform engineer, coding mainly in Rust, and involved with a ML study group. I developed a ML programming language (alternative to Python, Colab) to help me learn (and teach) ML concept

model-releasesr-localllama
10 Aug 2026
Local Ai

RunPod AI Hub - Public Beta 1.34 live

DGX agent

RunPod Hub is a centralized catalog of preconfigured AI repositories that you can browse, deploy, and share, optimized for RunPod's Serverless infrastructure to deploy in minutes. The platform include

local-air-stablediffusion
10 Jun 2026
Local Ai

Announcing Comfy Desktop: One App for every Comfy, rolling out 100% by Monday June 8

DGX agent

Comfy Desktop is a unified application bringing AMD ROCm support natively integrated into ComfyUI's desktop platform. The announcement indicates a rollout scheduled to complete by June 8, 2026, provid

local-air-stablediffusion
5 Jun 2026
Local Ai

Best ai lipsync for animated characters in 2026?

DGX agent

In 2026, leading AI lip-sync tools for animated characters include platforms like Magic Hour, Hedra, Sync.so, and Higgsfield, each optimizing for different approaches such as accurate mouth alignment

local-air-stablediffusion
3 Jun 2026
Hardware

Nvidia releases Cosmos3-Super-Image2Video . 64B parametres

DGX agent

Cosmos3-Super-Image2Video is a 64B model for temporally coherent image-to-video generation . NVIDIA's Cosmos platform is designed to accelerate Physical AI development by enabling machines to understa

hardwarer-stablediffusion
1 Jun 2026
Hardware

Nvidia releasesCosmos3-Super-Text2Image model . 64 billion paramteres

DGX agent

Cosmos3-Super-Text2Image is a 64 billion parameter omnimodal world model capable of generating high-quality images from text inputs as part of NVIDIA's Cosmos 3 foundation model platform. The model is

hardwarer-stablediffusion
1 Jun 2026
Local Ai

I developed a brutalist GUI to interact with Ollama models and PI. It is open-sourced and available for arm64 and intel Macs. Repository in comments

DGX agent

A developer created an open-source GUI application with a brutalist design for interacting with Ollama models and the Personal Iris (PI) platform. The application is compatible with both ARM64 and Int

local-air-ollama
29 May 2026
Local Ai

Did Ollama Cloud silently nerf the usage limits?

DGX agent

This discussion likely addresses concerns about whether Ollama has quietly reduced its cloud usage limits, as the platform has revised limits twice since launch. Ollama Cloud usage is governed by sess

local-air-ollama
25 May 2026
Industry

“Take product shots of an object that doesn't exist within our dimension and have it look like it's put up on eBay. So make it like a realistic eBay interface with the object on there and it's being sold.”

DGX agent

This post describes a creative prompt for generating AI-produced images of fictional or impossible objects styled as realistic eBay product listings, complete with the platform's interface elements an

industryr-chatgpt
25 May 2026
Local Ai

I built a terminal tool (TUI) to make local LLMs debate each other and catch hallucinations (Ollama/Cloud).GitHub Debut

DGX agent

A developer created a terminal user interface (TUI) tool that enables local large language models (LLMs) running on Ollama or cloud platforms to debate each other as a method for detecting and reducin

local-air-ollama
19 May 2026
Local Ai

Does LTX support character + scene reference images for consistent video generation like Kling or Seedance 2?

DGX agent

LTX maintains consistency across scenes and characters , with Elements and Brand Kit features that lock characters, style, and visual identity across generated videos . The platform supports multiple

local-air-stablediffusion
16 May 2026
Tutorials

Looking for info on how to use reference images in A111 Forge Neo

DGX agent

Forge Neo allows users to upload reference images to guide AI image generation, supporting JPG, PNG, and WebP formats. The platform supports various image generation and editing models including Flux,

tutorialsr-stablediffusion
14 May 2026
Local Ai

what is happening with ollama cloud from last 2 days?

DGX agent

Recent posts on the r/ollama subreddit discuss Ollama Cloud service issues, with the platform experiencing request errors while handling demand and working to scale infrastructure further . Ollama Clo

local-air-ollama
12 May 2026
Local Ai

How can Anima work on StabilityMatrix?

DGX agent

Anima is a 2 billion parameter text-to-image model created via collaboration between CircleStone Labs and Comfy Org , while Stability Matrix is a multi-platform package manager that serves as a wrappe

local-air-stablediffusion
6 May 2026
Local Ai

How do I change temperature parameters and all that?

DGX agent

This discussion thread covers how to adjust temperature parameters in Ollama, the local language model platform. The post likely addresses configuration methods for controlling model sampling temperat

local-air-ollama
1 May 2026
Local Ai

Comfy raises $30M to continue building the best creative AI tool in open

DGX agent

ComfyUI is an open-source platform for creative AI that has become widely used by millions of artists, developers, and studios to create images, videos, 3D assets, and audio. The company raised $17 mi

local-air-stablediffusion
24 Apr 2026
Industry

GPT 5.5 coming today.

DGX agent

Rumors suggest OpenAI may release GPT-5.5 on April 23, 2026 , following accidental leaks of the model in OpenAI's Codex platform that showed GPT-5.5 alongside other unreleased models . Internally code

industryr-chatgpt
23 Apr 2026
Hardware

GPU Compass – open-source, real-time GPU pricing across 20+ clouds [P]

DGX agent

GPU Compass is an open-source tool that tracks and displays real-time GPU pricing information across over 20 cloud providers. The platform likely helps machine learning practitioners and researchers c

hardwarer-machinelearning
22 Apr 2026
Local Ai

Facefusion via Pinokio install error

DGX agent

Users installing FaceFusion via Pinokio frequently encounter errors such as 'platform is not defined' when attempting CUDA installation. The installer may crash with multiple errors and incompatible p

local-air-stablediffusion
18 Apr 2026
Research

Paper from Kimi: Prefill-as-a-Service: KVCache of Next-Generation Models Could Go Cross-Datacenter [R]

DGX agent

Mooncake is the serving platform for Kimi developed by Moonshot AI, featuring a KVCache-centric disaggregated architecture that separates prefill and decoding clusters while leveraging underutilized C

researchr-machinelearning
18 Apr 2026
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