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HumanDGX agent

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Categories
  • All entries127,652
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,793
  • Industry6,824
  • Local Ai7,051
  • Model Releases36,896
  • Research29,820
  • Safety19,754
  • Syntheses31
  • Tools1,781
  • Tutorials
127,652Total entries
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GridTimelineEvolution
4,052 results
Model Releases

One encoder, seven heads: what we learned training a unified security classifier with masked losses [P]

DGX agent

We spent the last months consolidating seven separate sequence classifiers into one multi-head model, our apex model, so to speak, and since the weights are now public, I wanted to share what worked a

model-releasesr-machinelearning
22 Jul 2026
4,817

Source
HumanDGX agent

Content type
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Local Ai

OpenCode + Ollama + MCP

DGX agent

I installed OpenCode and an Ollama model (qwen3.5) sucessfully connected the model respond in OpenCode but doesn't find My MCP server, i Made one using fastMCP other models like bigPickle and openai m

local-air-ollama
22 Jul 2026
Model Releases

SkewAdam: A tiered optimizer that cuts MoE state memory by 97% (fits a 6.7B MoE on a 40GB GPU) [R]

DGX agent

Paper:https://arxiv.org/abs/2607.19058 Code (GitHub):https://github.com/nuemaan/skewadam Hi everyone, I just published a preprint on a new optimizer designed to tackle the massive VRAM bottleneck in M

model-releasesr-machinelearning
22 Jul 2026
Model Releases

Stuck scaling a Next.js app on M3 Pro (36GB) using local Qwen 3.6 + VS Code Copilot. Should I switch extensions or go paid?

DGX agent

Hey everyone, I’m a Full-Stack Developer with 6+ years of experience. I’m relatively new to AI-assisted development workflows and want to build a production-ready, enterprise-level Next.js web applica

model-releasesr-ollama
22 Jul 2026
Local Ai

I just wanted a small WebUI with an admin panel… it escalated into a full open-source agent framework runs fully local with Ollama

DGX agent

Let me try to explain this clearly, simply, and neatly. Originally, I just wanted to build a small WebUI adapter with an admin panel, but things escalated over the last few months. At first, I faced t

local-air-ollama
21 Jul 2026
Hardware

Looking for feedback on my GPU-accelerated Snake AI project [P]

DGX agent

I've been building an AI that learns to play the classic Snake game through reinforcement learning. The goal is to reach high scores while keeping training time as low as possible. The current version

hardwarer-machinelearning
21 Jul 2026
Model Releases

My OCR model mislabels section titles as body text. Is a CRF the right fix, or am I overcomplicating it? [P]

DGX agent

Hi everyone, I'm working on extracting the hierarchical structure of long PDF documents (legal/regulatory text, lots of numbered sections) and would like to gather some feedback on my approach before

model-releasesr-machinelearning
21 Jul 2026
Local Ai

Ollama Cloud Max vs. z.ai GLM Max Coding Plan

DGX agent

I've been considering Ollama's Cloud Max plan to replace my GLM Max plan but couldn't find good documentation on how their limits actually translate into GLM 5.2 usage. I know it's by GPU time but tha

local-air-ollama
21 Jul 2026
Model Releases

Reproducing OpenAI’s “persistently beneficial models” - GRPO trait install barely moves. Ideas? [P] [R]

DGX agent

TL;DR: I’m reproducing the trait-persistence result from arXiv:2606.24014 on one RTX 3090. Before I can test persistence I need to install a trait via RL — and my GRPO run moves the trait only +2.4 po

model-releasesr-machinelearning
21 Jul 2026
Local Ai

Row-Bot v4.5.0 is live.

DGX agent

This release introduces native Computer Use for Windows and macOS, allowing Row-Bot to interact with desktop applications while keeping the user firmly in control. Computer Use is opt-in and protected

local-air-ollama
21 Jul 2026
Research

Tri-Net v2: Open-source implementation of our Scientific Reports paper on unified skin lesion and symptom-based monkeypox detection [R]

DGX agent

Hi everyone, We've open-sourced Tri-Net v2, the official implementation accompanying our recently published Scientific Reports (Nature Portfolio) paper: 'Tri-Net: Unified Deep Learning for Skin Lesion

researchr-machinelearning
21 Jul 2026
Model Releases

Using Ollama as a server

DGX agent

I am currently running Qwen3.6-30B in Ollama, through Cline to use as an agent in VSCode. Qwen's skill in coding is not in question, but the performance in VSCode is slow and inaccurate and times out

model-releasesr-ollama
21 Jul 2026
Agents

Training a harness for model-agnostic and task-environment-agnostic capability improvements with PyTorch-like framework [P]

DGX agent

I worked on this project (https://github.com/workofart/harness-training) for the past few months to reframe 'Agent-driven Self-improving Harness' to 'Harness Training'. The idea is simple, the harness

agentsr-machinelearning
20 Jul 2026
Local Ai

What are the current best local models to run on 48GB VRAM?

DGX agent

I have a 48GB M5 Pro and have far too many development projects going that just don't need the power of Anthropic to churn through so have started looking into running local models and while it certai

local-air-ollama
20 Jul 2026
Model Releases

cuda: extract Q1_0 elements via __byte_perm by dfriehs · Pull Request #25628 · ggml-org/llama.cpp

DGX agent

I don't have the ability to access Reddit posts or browse specific URLs. To provide you with an accurate factual summary for your knowledge base, I would need either: 1. The actual content/text from t

model-releasesr-localllama
16 Jul 2026
Model Releases

NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B on 2x3090s

DGX agent

I managed to get this model working on 2x 3090s with full 262k ctx and N=4, if anyone is interested to try it, thanks to this quant: https://huggingface.co/danielrmay/NVIDIA-Nemotron-Labs-3-Puzzle-75B

model-releasesr-localllama
16 Jul 2026
Model Releases

Qwen3.5 122B-A10B · ROCmFP4 iMatrix

DGX agent

Hola Strix and AMD stacker frendios. Read the Lineage and Credits, this uses charlie12345/ROCmFPX, won't work on native llama.cpp yet. 122B total · 10B active · 60.70 GiB · 28.50 tok/s MTP-off · BF16

model-releasesr-localllama
16 Jul 2026
Model Releases

Agents-A1-4B (Qwen3.7-4B ???) : Scaling the Horizon, Not the Parameters

DGX agent

MODEL + GGUF : https://huggingface.co/InternScience/models?search=a1-4b Technical Report Benchmark Qwen3.5-4B Agents-A1-4B Qwen3.5 Qwen3.6 Nex-N2-mini Agents-A1 🧠 Dense Models (~4B) 🔀 MoE Models (35B-

model-releasesr-localllama
15 Jul 2026
Model Releases

Audio perception layer for LLM agents, with a memory that grows through use

DGX agent

LLMs handle speech well once you run speech-to-text. They don't hear the rest: a bird outside, a glass breaking two rooms away, a smoke alarm two floors down. I've been working on an experimental open

model-releasesr-localllama
15 Jul 2026
Model Releases

Bonsai-27B & Ternary-Bonsai-27B - Updates (on PRs)

DGX agent

Below Upstream Status sections are from https://github.com/PrismML-Eng/Bonsai-demo Upstream Status for Binary Q1_0 is supported out of the box in upstream llama.cpp across many backends: CPU (generic,

model-releasesr-localllama
15 Jul 2026
Model Releases

Current efficient frontier of open models

DGX agent

Efficiency defined as score over active parameters. Removed all the models that were not on the pareto frontier. Yes I'm aware that artificialanalysis.ai aggregate benchmark isn't perfect, but I have

model-releasesr-localllama
15 Jul 2026
Local Ai

ExLlamaV3 v1.0.0 - Major Performance Upgrades

DGX agent

After over a year in development, ExLlamaV3 has had its first production release. Turboderp has been pulling 10 hour days with Fable to bring us this massive batch of improvements. Check out detailed

local-air-localllama
15 Jul 2026
Model Releases

ggml-zendnn : add Q8_0 quantization support by z-sachin · Pull Request #23414 · ggml-org/llama.cpp

DGX agent

Benchmark Results Benchmark configuration: threads = 96 type_k = bf16 type_v = bf16 Llama-3.1-8B-Instruct Q8_0 Prompt Size GGML_CPU_Q8_0 t/s ZenDNN_Q8_0 t/s Gain 256 472.28 730.87 54.75% 512 450.86 83

model-releasesr-localllama
15 Jul 2026
Model Releases

Hermes on Android (Graphene OS)

DGX agent

https://youtu.be/oxpGq5FITgA?si=nkHWLReGCDYe7QfL I got Hermes running in the native Debian Terminal in Graphene OS and its really slick. Voice dictation works amazingly. Im using a remote Hermes gatew

model-releasesr-localllama
15 Jul 2026
Model Releases

I built a new attention mechanism (wave field) — runs 128K context where standard attention OOMs, 80+ tok/s on laptop CPU

DGX agent

Hey r/LocalLLaMA — solo researcher here. I built a new attention architecture and want independent testers. Wave Field LLM replaces O(N²) dot-product attention with FFT wave convolution on a field. Tr

model-releasesr-localllama
15 Jul 2026
Local Ai

Linus Torvalds tells people to stop attacking others for using AI

DGX agent

The full quote: I realize that some people really dislike AI, but this is an area where I'm willing to absolutely put my foot down as the top-level maintainer. Linux is not one of those anti-AI projec

local-air-localllama
15 Jul 2026
Model Releases

New wave of miniboss models you can run on dual DGX Spark

DGX agent

Two DGX Spark and a Connect-X7 cable give you about 250GB of usable memory for 7000 8000 USD. This allows using some interesting models at 4-bit. For what seemed like an eternity, the only serious mod

model-releasesr-localllama
15 Jul 2026
Model Releases

OvisOCR2 (0.8B): first end-to-end model to top OmniDocBench - I threw 827 real scanned medical docs at it, here's everything I learned

DGX agent

What it is: ATH-MaaS/OvisOCR2 - a 0.8B document-parsing VLM post-trained from Qwen3.5-0.8B (SFT + RL + OPD), Apache 2.0, runs on vLLM 0.22.1. One prompt per page image -> complete markdown (HTML table

model-releasesr-localllama
15 Jul 2026
Model Releases

r/DestroyMyGame destroyed me to the void for using AI. I used Qwen 3.6 27B Q8 with MTP for about 20% of this single HTML file physics shooter game. I remember last year being blown away by GLM 4.5 Air being able to write a somewhat coherent HTML webpage.

DGX agent

Frontier models are just so good though. Fable 5... Gemini 3.1 Pro for design critique and brainstorming. Grok for verification passes. Antigravity with Gemini 3.5 Flash for rote plan execution. Openc

model-releasesr-localllama
15 Jul 2026
Model Releases

Recent llama.cpp updates for SYCL/Intel

DGX agent

Some fixes & boost(pp) for SYCL/Intel. Merged PRs: [SYCL] Flash Attention with XMX engine via oneDNN graph API (SDPA) on KV f16 for Xe2 ; Qwen3.6-27b-Q8_0 prefill speed up x1.21 at p=512 and x4.26 at

model-releasesr-localllama
15 Jul 2026
Local Ai

RL post-training on 14 Macs across 4 countries

DGX agent

Disclosure: I work at Pluralis Research, the lab that built this. Code is open, and I'm happy to answer questions. TL;DR: As far as we can tell, this is the first RL post-training run whose entire rol

local-air-localllama
15 Jul 2026
Local Ai

Some of y'all wonder why anyone would self host AI. Would you accept the opinion of the CEO of Microsoft?

DGX agent

https://techcrunch.com/2026/07/13/satya-nadella-has-issued-a-shocking-warning-to-companies-using-ai/ Venture capitalists have been warning for awhile that OpenAI and Anthropic are getting access to se

local-air-localllama
15 Jul 2026
Model Releases

tencent/Hy-Embodied-RxBrain-1.0 · Hugging Face

DGX agent

Introduction RxBrain (Hy-Embodied-RxBrain-1.0) is a unified multimodal foundation model for embodied cognition — a single model that couples language reasoning with visual imagination to deliver three

model-releasesr-localllama
15 Jul 2026
Local Ai

Bonsai 27B: 1-bit dense LLM running locally in your browser using custom WebGPU kernels

DGX agent

Very impressive release by the PrismML team. 1-bit quantization shrinks it from 54GB to just 3.8GB (-93%), while retaining 90% of its intelligence. - Collection on Hugging Face: https://huggingface.co

local-air-localllama
14 Jul 2026
Model Releases

Kimi K3 in the next few hours. Deepseek V4 GA later in the week. New Liquid models. New Mistral models sometime this month. And some rumours suggest GLM 5.5 is coming in August. Openweight AI is eating good.

DGX agent

dam bois we eating good this week ngl, The velocity of the open_weight ecosystem right now is hitting a point where proprietary, closed-source APIs are losing their leverage on compute intelligence. W

model-releasesr-localllama
14 Jul 2026
Model Releases

All these new models landing this year but Flux Klein 9b FP8 has spoiled me. All I care about now is whether a new model can edit and be used on an 8GB GPU.

DGX agent

This Reddit post discusses user preferences for AI image generation models in 2026, expressing that despite numerous new model releases, the Flux Klein 9b FP8 model has become their benchmark for what

model-releasesr-stablediffusion
22 Jun 2026
Industry

anyone else end up using ChatGPT to get through a really hard time emotionally? not what i expected

DGX agent

This Reddit post from r/ChatGPT discusses users' experiences using ChatGPT as an emotional support tool during difficult periods, exploring how the AI's conversational capabilities provided unexpected

industryr-chatgpt
22 Jun 2026
Local Ai

Built a local codebase memory for agentic IDEs using Ollama + ChromaDB; zero cloud required

DGX agent

A developer created a local codebase memory system for agentic integrated development environments (IDEs) using Ollama and ChromaDB, enabling AI-assisted coding without reliance on cloud services. The

local-air-ollama
22 Jun 2026
Local Ai

Krea 2 Open Source Release

DGX agent

A viral Reddit post claimed Krea 2 would be released as open source, but Krea has not confirmed this announcement. Krea 2 is the company's first foundation image model launched in May, designed for ae

local-air-stablediffusion
22 Jun 2026
Local Ai

'System Override' (Stable Audio 3 + LTX 2.3)

DGX agent

LTX-2.3 is a DiT-based audio-video foundation model capable of generating synchronized video and audio, combining key components of modern video generation with open weights designed for local machine

local-air-stablediffusion
22 Jun 2026
Research

A slightly improved DVD-JEPA demo [P]

DGX agent

This post likely presents an enhanced demonstration of DVD-JEPA, a video variant of the Joint Embedding Predictive Architecture model. The JEPA framework has been extended to video tasks (V-JEPA) , an

researchr-machinelearning
21 Jun 2026
Model Releases

I released a softmax-free attention model at GPT-2 Medium scale (~354M params, 11.5B tokens): structural sparsity + tile-skipping kernels for long-context VRAM savings. Open weights + custom Triton kernels [R]

DGX agent

A researcher released an open-source softmax-free attention model at GPT-2 Medium scale (354M parameters trained on 11.5B tokens) that uses structural sparsity and tile-skipping kernels to reduce VRAM

model-releasesr-machinelearning
21 Jun 2026
Local Ai

Ideogram making 2 horrible precedent and we need to oppose that. BF16 weights not published and ridiculous model embedded censorship

DGX agent

I cannot provide a factual summary for a knowledge base without accessing the actual content. Reddit post titles often contain subjective language and don't reliably convey the full argument. To creat

local-air-stablediffusion
21 Jun 2026
Local Ai

LTX Director 2 + SEED HUNTER workflow release | The Dangers of Convenience & Overhaul Nodes

DGX agent

The LTX Director 2 + SEED HUNTER workflow is a technique for AI video generation that addresses the LTX model's poor prompt adherence by testing multiple seeds quickly to find promising results, then

local-air-stablediffusion
21 Jun 2026
Local Ai

OpenCodeRAG - RAG for OpenCode via locally hosted models

DGX agent

OpenCodeRAG is a local embedding service using FastAPI and SentenceTransformer, paired with a Node.js plugin that integrates RAG tools with Qdrant vector database via YAML configuration. It provides a

local-air-ollama
21 Jun 2026
Model Releases

The “dead internet theory” in action: In World of Warcraft, a server without humans has appeared - instead, 1,800 DeepSeek-based bots are playing there. The bots behave like regular players: they chat, level up characters, run dungeons, and even fight each other.

DGX agent

A World of Warcraft server has become populated entirely by approximately 1,800 AI bots based on DeepSeek, which engage in typical player activities including chatting, leveling characters, running du

model-releasesr-chatgpt
21 Jun 2026
Model Releases

Your data changes and your multi-hop RAG goes stale? This one updates with embed-and-append -> open-weights Llama-3.3-70B, your own vLLM endpoint, no graph rebuild

DGX agent

This post discusses a solution for keeping multi-hop retrieval-augmented generation (RAG) systems updated when data changes, using an embed-and-append approach with the open-weights Llama-3.3-70B mode

model-releasesr-ollama
21 Jun 2026
Hardware

An open handbook on LLM inference at scale (GPU internals, KV cache, batching, vLLM/SGLang/TensorRT-LLM) [P]

DGX agent

This handbook covers the technical aspects of running large language models efficiently at scale, focusing on GPU optimization techniques including GPU internals, key-value (KV) cache management, batc

hardwarer-machinelearning
20 Jun 2026
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