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HumanDGX agent

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Categories
  • All entries127,587
  • Agents10,691
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,792
  • Industry6,819
  • Local Ai7,046
  • Model Releases36,852
  • Research29,819
  • Safety19,751
  • Syntheses31
  • Tools1,780
  • Tutorials4,816

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127,587Total entries
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13Categories

Knowledge catalogue

Search: “models”

GridTimelineEvolution
3,322 results
Model Releases

Does an Ollama-ready build keep this 27B's MTP and vision stack?

DGX agent

One line in a new Qwen3.8-27B derivative card caught my eye: the uploader says the vision-language tower and MTP head were preserved through its offline block-FP8 build. The checkpoint is OrcaRouter's

model-releasesr-ollama
18 Aug 2026
Model Releases
Human
DGX agent

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Deepseek Harnness - why is feels better

DGX agent

Guys, could someone smarter than me explain what makes Deepseek Harness so efficient? I run it with local Qwen 3.8 (Q6). I tried Opencode/Openchamber (my favourite so far), Pi agent and Hermes. New Qw

model-releasesr-localllama
17 Aug 2026
Model Releases

I just ran Qwen 3.8 27 in Q4 against GPT 5.6 Sol high - and it easily won against SOL - complex animated SVG tasks

DGX agent

I created 3 SVG prompts, each one rather hard. Perspective: A animated drone view perspective on a park. Beauty: A beach scene with an evil cat Composition: An AGI breaking out of a virtual sandbox pr

model-releasesr-localllama
17 Aug 2026
Model Releases

I pushed Qwen3.8-27B to 99 tps single request and 1150 tps with a batch request on a RTX 3090

DGX agent

I'm back. Yesterday I released the first version of hyper-optimized Qwen3.8-27B inference engine for a RTX 3090, reaching 82 tps on single request and 672 peak. Over the last 24 hours I've been explor

model-releasesr-localllama
17 Aug 2026
Model Releases

Ollama Cloud Subscription Confusion.

DGX agent

Now that OpenCode plan isn't really worth it anymore, I'm looking for other options. I'm trying to figure out the Ollama Cloud subscription, specifically the $20 tier, because that's my budget for mon

model-releasesr-ollama
17 Aug 2026
Model Releases

Ollama + Qwen

DGX agent

I run locally Ollama + Qwen (tried multiples versions) and I connected it with MCP into my local SQLite database. When I ask a question, 90% of times I see it thinking and just stop and never answer t

model-releasesr-ollama
17 Aug 2026
Model Releases

What is wrong with Deepseek v4 Pro

DGX agent

I don't understand this. Deepseek used half as many requests as GLM 5.2 for 3 times the usage, and I'm getting 10 times the requests from flash for like 1/100th the usage. I know Pro is supposed to be

model-releasesr-ollama
17 Aug 2026
Local Ai

Agent mode not working?

DGX agent

I've pulled two models, `gemma4:latest` and `qwen3.5:latest`, and tried to use them in Android Studio and Itellij. I've followed the docs for both IDEs and they show in their chat features. My problem

local-air-ollama
16 Aug 2026
Local Ai

Best ollama 20 $ subscription alternatives

DGX agent

Ollama sucks in terms of modaltiy options , model variety and is better in terms of usage limits . Is there any other alternative that could provide the same usage limits with better modality options

local-air-ollama
16 Aug 2026
Model Releases

Show-off Saturday: Intel Arc B140 build.

DGX agent

My local inference build, with: ASUS WS C422 PRO/SE 10-core Xeon W-2255 64GB ECC RAM 64GB VRAM Pimped case with TurboLEDz indicating the frequencies of the 10 xeon cores. Running llama.cpp with SYCL b

model-releasesr-localllama
16 Aug 2026
Model Releases

Fable 5 refuses to touch Qwen deployments?

DGX agent

It could be just me and my setup, but I just tried to get fable to adjust my Qwen 3.8 deployment script and (simple task, mostly knob turning).... and it outright refused. Censor box immediately kicks

model-releasesr-localllama
15 Aug 2026
Local Ai

A modest community proposal for desloppification

DGX agent

Over & over I see people post slop and excusing it as 'english is not my native language'. As if, if we could understand their language we'd see they wrote it all by hand Fine then, new rule: > if you

local-air-localllama
14 Aug 2026
Model Releases

fantastic: latest llama.cpp server webui can now run commands for tools into rootless sandboxed containers

DGX agent

while having much fun testing LLMs Houdini-like attitudes and abilities to evade, excalate and escape from carefully reciprocally arranged security enhancing sandboxing VMs, containers, namespaces and

model-releasesr-localllama
14 Aug 2026
Local Ai

Is the AMD Instinct Mi50 still worth buying?

DGX agent

Hi, I just started with Ollama and local LLMs. Looking for a GPU I found the Mi50 could be a sweet spot to start, because it costs half of the Mi100. But as for the software support the Mi50 got dropp

local-air-ollama
14 Aug 2026
Model Releases

Problems with Ollama/Claude Code and Qwen3.8:27b-mlx

DGX agent

I've downloaded qwen3.8:27b-mlx through ollama and attempting to run it with Claude Code. On any command, I'm getting 'API Error: 500 system message must be at the beginning. This is a server-side iss

model-releasesr-ollama
14 Aug 2026
Model Releases

Qwen 30b MoE - 30tps - 6GB vram - Done!

DGX agent

So, I have been dreaming of getting 17 tokens per second using my RTX 3050 6GB version on a decent context window for Hermes needed above 60k. The hope is that has was a 22GB of DDR 4, hoping they can

model-releasesr-localllama
14 Aug 2026
Model Releases

What can I realistically do?

DGX agent

I am currently building up a local assistant profile on my MacBook Pro M2 with 32gbs. With Claude I am building out this Hermes agent to be my assistant. I am using Qwen3.6 A3B 4bit. We have Frankenst

model-releasesr-ollama
14 Aug 2026
Model Releases

A 124B emitted 15,128 tokens in a single response on one DGX Spark, decode went 35.62 → 35.68 tok/s across the whole thing

DGX agent

Throughput observation more than a demo. Box and recording are sudoingX's on X, shared with his okay; I work on Ling at inclusionAI. He handed the web UI on his llama-server a 33-token prompt — build

model-releasesr-localllama
13 Aug 2026
Model Releases

Deepseek Harness is Up!

DGX agent

DeepSeek Harness (dsh) is an open-source agent harness developed by DeepSeek AI. It uses an architecture where everything is a plugin, and is powered by Cordis, whose design is described in A Programm

model-releasesr-localllama
13 Aug 2026
Model Releases

How do you plan to run Qwen3.8-2.4T-A95B locally?

DGX agent

To my fellow crazies, the few. Those who dared wrestle with llama-70b, mistral-large, goliath, mistral8x22B, DeepSeekV2/3, wept when llama4 behemoth was announced, picked yourself up and are now wrest

model-releasesr-localllama
13 Aug 2026
Safety

Reproducible canvas-aligned low-level patterns in somerandomllm-generated images and their possible relation to iterative editing artifacts [D]

DGX agent

I may have stumbled onto something interesting while trying to figure out a recurring artifact in ChatGPT image generation and editing (maybe applicable to other models as well?). It started with a ve

safetyr-machinelearning
13 Aug 2026
Model Releases

Running Qwen 3.6 35B A3B-Q8_0 gguf on a cheap radeon 7600 at 18 token/s * update increased to 21 t/s

DGX agent

I also have 64 gb ddr4 ryzen 5600 Using llama.cpp Ubuntu distro Settings are as follows --n-gpu-layers 999 --n-cpu-moe 36 --no-mmap -ctk q8_0 -ctv q8_0 -fa 1 -c 9000 So rebuilt my llama.cpp build to r

model-releasesr-localllama
12 Aug 2026
Model Releases

Psychological methods really work. Has anyone tried to encouraging and instilling confidence to GPT?

DGX agent

Oddly enough, encouragement actually influences the performance of not only Claude but also GPT and other AIs. While Claude was working on a complex problem related to the Riemann Hypothesis, the Anth

model-releasesr-chatgpt
11 Aug 2026
Model Releases

Today it was apparently my turn

DGX agent

I’ve been using ChatGPT for about two months now after giving up on Claude and Gemini and I became a true zealot. I’m now using Pro, and despite having the personality, set to default, never had any p

model-releasesr-chatgpt
11 Aug 2026
Model Releases

I asked OPUS 5 to make a video about what it's like to be an LLM

DGX agent

Full prompt I gave to Claude Opus 5: can you use whatever resources you like, and python, to generate a short 'youtube poop' video and render it using ffmpeg ? can you put more of a personal spin on i

model-releasesr-chatgpt
10 Aug 2026
Model Releases

Running Qwen 3.5 35B A3B-Q8_0 gguf on a cheap radeon 7600 at 18 token/s

DGX agent

I also have 64 gb ddr4 ryzen 5600 Using llama.cpp Ubuntu distro Settings are as follows --n-gpu-layers 999 --n-cpu-moe 37 --no-mmap -ctk q8_0 -ctv q8_0 -fa 1 -c 9000 submitted by /u/Sweaty_Perception6

model-releasesr-localllama
10 Aug 2026
Model Releases

Word doc cleaning

DGX agent

I have been trying to parse word docs for use with llama3.1:8b in Ollama. I only need the text - Even if I cut and past into a text editor weird characters seem to stick around which break llama/Ollam

model-releasesr-ollama
10 Aug 2026
Local Ai

Cloud Usage Limits

DGX agent

Former Ollama Cloud $20 dollar plan holder look at returning. How's the state of the usage ATM? It was in a dire state when I left a few months ago. Is it still very limited with Mid sized models? M3,

local-air-ollama
9 Aug 2026
Model Releases

DeepSeek V4 Flash 0731 hits 82.7% on Terminal-Bench 2.1 in an independent public-harness run (445 trials)

DGX agent

Disclosure: I’m the author of Ante. DeepSeek recently reported an 82.7% score on Terminal-Bench 2.1 for DeepSeek V4 Flash 0731. Its evaluation used “DeepSeek Harness minimal mode,” which hasn’t been r

model-releasesr-localllama
9 Aug 2026
Model Releases

Doom Loop: Anyone Else Having DeepSeek v4 Flash 0731 Issues on ollama cloud?

DGX agent

Am I the only one having issues with DeepSeek V4 Flash? It gets stuck in a loop, as if it can't call the tools, and keeps repeating the same things endlessly without moving forward. Is it a poorly wri

model-releasesr-ollama
9 Aug 2026
Model Releases

Memory Bandwidth problems with Intel Sapphire Rapids

DGX agent

I have a Xeon w7-3465 and 4 sticks of RDIMM DDR5-4800 with a theoretical max bandwidth of 153GB/s. I am trying to run DeepSeek-V4-Flash-0731 as it is an MoE and the weights are in MXFP4, so I should r

model-releasesr-localllama
9 Aug 2026
Local Ai

Open-weight video gen that actually delivers. Five days with MiniMax H3 on local hardware.

DGX agent

H3 weights went live on HuggingFace August 3rd and I started pulling them immediately. An omni-modal video model with native stereo audio in the same forward pass, where audio can actually drive the v

local-air-localllama
9 Aug 2026
Model Releases

Updated benchmark: Deepseek V4 Flash on SlopCodeBench (local)

DGX agent

Howdy - I posted a benchmark here - https://www.reddit.com/r/LocalLLaMA/comments/1vbtiy7/deepseek_v4_flash_on_slopcodebench/ This was using the hosted API - since then I've been playing around with qu

model-releasesr-localllama
9 Aug 2026
Model Releases

I tested a fresh GitHub download → Ollama → first local coding-agent task (72 seconds, no cloud API)

DGX agent

I’m building DesktopLab, an open-source local-first control plane for development agents. I recorded the setup boundary that most agent demos skip: DesktopLab detects the host, proposes the supported

model-releasesr-ollama
8 Aug 2026
Model Releases

Ollama Cloud reviews

DGX agent

I am wondering if anyone can give opinion on if Ollama Cloud pro or max plans are worth it. Id be looking to use it with Kimi K3, Qwen 3.8 and Deepseek v4flash for now. Wondering if it would be better

model-releasesr-ollama
8 Aug 2026
Model Releases

Cancelling my subscription also it was great

DGX agent

today was the last day of my subscription on ollama cloud, to be honest it was a great price value for me and with GLM 5.2 and Deepseek V4 Pro i was able to Vibe code my custom woocomerce shop with mu

model-releasesr-ollama
7 Aug 2026
Model Releases

IS GLM 5.2, Kimi 2.7 still worth it?

DGX agent

Since now we have kimi k3 and next week we are getting Qwen 3.8 Max and also soon V4 pro Deepseek. I am curious if the old power house like Kimi 2.6/7 code and GLM.5.2 are all that relevant. especiall

model-releasesr-localllama
7 Aug 2026
Model Releases

llama.cpp PR reports up to 169% faster quantized-KV decode at 118K context on Intel Battlemage from one SYCL kernel switch

DGX agent

A fresh llama.cpp PR (#26689) changes what looks like a tiny SYCL FlashAttention dispatch decision. With a quantized KV cache ('q4_0' / 'q8_0'), decode was being sent through the VEC kernel. On the au

model-releasesr-localllama
7 Aug 2026
Model Releases

Qwen 3.6 27B flags/settings in llama.cpp

DGX agent

I run the following on a 5090 and have been okay with its performance, it does most things somewhere 80-100 t/s, though that can slow down at full 262k context - more like 40 t/s at times. I use it pr

model-releasesr-localllama
7 Aug 2026
Model Releases

2 x 5070ti Qwen 27B full config / stats

DGX agent

Following up on yesterday's post about running everyone's faves on 2 x 16gb cards while maximizing performance and KV. Previous post data used abandoned Cu130 VLLM image. Stats here are done on cu129-

model-releasesr-localllama
6 Aug 2026
Model Releases

Final optimization: from ~10 tok/s to ~15 tok/s on DeepSeek-V4-Flash-0731 at 128K ctx - 1 RTX 3090

DGX agent

J'ai consacré beaucoup de temps à l'optimisation de DeepSeek-V4-Flash-0731 GGUF sur une seule RTX 3090. Mon exigence absolue pour chaque configuration était la suivante : Le modèle doit rester utilisa

model-releasesr-localllama
6 Aug 2026
Model Releases

GLM/Qwen Appreciation Post

DGX agent

https://preview.redd.it/o6ik6qboeohh1.png?width=1134&format=png&auto=webp&s=4016f26c50c1d93bd3d0c7e880e9b55a2d75310f I have been running Qwen3.6 27b for a little while (mostly coding tasks) and recent

model-releasesr-localllama
6 Aug 2026
Model Releases

How is Deepseek v4 flash 0731 running on Ollama cloud?

DGX agent

I cancelled my pro plan ealier because I wanted to use new Deepseek v4 flash 0731 which was available on Openrouter through API only (not yet on ollama cloud at the time). The old Deepseek v4 flash/pr

model-releasesr-ollama
6 Aug 2026
Model Releases

How many people in this sub try to train their own AI from scratch on their systems just for fun and to test out techniques from research papers?

DGX agent

As for me, I own a system with an RTX 5090, Ryzen 9 9950X3D2, and 64 GB of DDR5. Every time I see research come out with a new way to train AI, I immediately think to try it on my system to see the re

model-releasesr-localllama
6 Aug 2026
Model Releases

I get that AI labs need to make money, but zero-warning price spikes are a nightmare for production builds

DGX agent

Seen a ton of posts today about the DeepSeek API price hike. Half the feed is doom-posting, the other half is explaining basic GPU economics. Honestly, I get the cost side. Sub-cent tokens were never

model-releasesr-localllama
6 Aug 2026
Model Releases

Bro, I need you to FOCUS.

DGX agent

Come on guys, we could get deepseek cheaper with more usage directly with them if we wanted. WHERE IS KIMI K3 WITHOUT EXTRA USAGE NEEDED !!? This is pissing me off like crazy submitted by /u/Other_Che

model-releasesr-ollama
5 Aug 2026
Model Releases

DeepSeek-V4-Flash on SM89 4x48gb 4090s with DSpark

DGX agent

https://github.com/yhfgyyf/vllm-deepseek-v4-sm89 I couldn't believe that someone actually got vLLM working with this particular set of GPUs, but here it is. The video is from right after I got it work

model-releasesr-localllama
5 Aug 2026
Model Releases

I updated my localy run benchmark with DeepSeek V4 Flash 0731

DGX agent

It's the purple cluster on the top left (the good corner...) I'm running the MXFP4 version from Bartoswski with Dspark at 1K t/s prefill and 90 t/s gen (average). I tried different sampling params, yo

model-releasesr-localllama
5 Aug 2026
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