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  • All entries83,113
  • Agents7,144
  • Applications5,119
  • Concepts5
  • Hardware1,730
  • Industry6,074
  • Local Ai4,637
  • Model Releases22,055
  • Research18,857
  • Safety12,596
  • Syntheses17
  • Tools1,664
  • Tutorials3,215

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1,927 results
Local Ai

According to AMD, Arm, and Microsoft, agentic AI could push CPU-to-GPU ratios from 1:4 to even1:1

DGX agent

In OCP APAC 2026, Tai AMD SVP of compute and enterprise AI said agents don't cut GPU demand but they just pile on a whole extra layer of orchestration, retrieval, and tool-calling work that runs on CP

local-air-localllama
12 Aug 2026
DGX agent

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Model Releases

Hidden Reasoning from Claude and GPT are Decoded, and it is interesting

DGX agent

Yesteday a paper showed a gap that allows to see 100% of the reasoning tokens form ALL Claude and GPT models Stealing Reasoning Traces from Proprietary LLM APIs. check it out, they have published lots

model-releasesr-localllama
12 Aug 2026
Local Ai

How to do clean uninstall of chatgpt desktop app on windows?

DGX agent

ChatGPT desktop app will not download images even after a complete reinstall I am on Windows 11 and the Download button in the ChatGPT desktop app does nothing when I try to download generated images.

local-air-chatgpt
12 Aug 2026
Model Releases

Idea for a deepseek-v4-flash-0731 backed automated research workflow to be leveraged via qwen3.6/3.8 27b for difficult tasks that require highly technical, not easy to find information.

DGX agent

Sometimes you have tasks that are outside of your expertise and the idea is this workflow automation could be leveraged to manage to have local AI figure it out using research from his workflow gather

model-releasesr-localllama
12 Aug 2026
Hardware

Is the future of AI selling hardware for Open Source/Models?

DGX agent

I’m not super knowledgeable of the entire AI industry, but as we see this industry grow and the Cold War that is happening between the US and China on AI development, I can’t help but notice what US c

hardwarer-localllama
12 Aug 2026
Local Ai

LiquidAI/LFM2.5-VL-3B · Hugging Face

DGX agent

LFM2.5-VL-3B is a multimodal variant of LFM2.5, a family of hybrid models designed for on-device deployment. It builds on LFM2-VL-3B with further mid- and post-training. LFM2.5-VL-3B can process both

local-air-localllama
12 Aug 2026
Model Releases

New Muse-Glimmer-30B SoTA Quants - hopefully a new lineup :)

DGX agent

Hey Folks, I've been making quants for a while - recently I took a short break to get into hardcore research (submitted my first EMNLP paper during it!). Along the way, I built up a little arsenal of

model-releasesr-localllama
12 Aug 2026
Model Releases

Qwen 3.8 2.4T is out , no 27b today RIP.

DGX agent

i was hoping they would release both today but the big one just dropped now , and it says its been listed since 5 hours ago on huggingface. I guess the real date for 27b is https://modelscope.cn/model

model-releasesr-localllama
12 Aug 2026
Local Ai

RAG for regular users?

DGX agent

One of the reasons I got into local LLMs was the possibility of getting answers using my own documents and books (a few hundreds) instead of having to search through them manually. However since I'm n

local-air-localllama
12 Aug 2026
Model Releases

Tested Nemotron 3.5 Lightning locally on coding, Hermes Agent and agentic work

DGX agent

Ran the model with quants (Q5) and MTP by bartowski with llama.cpp server. It takes ~24GB ram running on M5 Pro with 48GB at about 65t/s. On some tasks it was quite the overthinker. Overall, the quali

model-releasesr-localllama
12 Aug 2026
Hardware

What do you guys do for GPU Kernels?

DGX agent

I'm trying to figure out GPU Kernel optimization on older hardware like SM80(ampere) . Is there tools you guys use? Or frameworks? Im waiting for this framework https://www.reddit.com/r/LocalLLaMA/com

hardwarer-localllama
12 Aug 2026
Model Releases

What unique, custom QOL upgrades have you given your local agents?

DGX agent

Warning: Kinda long post. If you don't like reading, please skip for your own sanity. Also, I've got nothing to sell, just a tinkerer, so I just want to share ideas and learn from you guys too. When I

model-releasesr-localllama
12 Aug 2026
Model Releases

1 Day in and I feel okay saying Muse-Glimmer-30B finally beats 3.6-27B for the size in some use-cases

DGX agent

A few things right off the bat: it reasons very efficiently. Like Grok 4.5 levels of efficient thinking it quantizes very well. My first few tests with iq3_xxs were better than Qwen/Gemma behaved at t

model-releasesr-localllama
11 Aug 2026
Model Releases

10 year garbage card for local llms

DGX agent

Hello everyone! ​I like dumb things. I like working with weak computers and microcontrollers. I like the simplicity and low electricity usage. Simply put, the efficiency of a 'dumb' PC. ​The first tim

model-releasesr-localllama
11 Aug 2026
Model Releases

12GB VRAM gang, what's our plan?

DGX agent

Seems like we're limited to qwen finetuned MoEs for now. Looking at the current landscape - focus seems to be on dense models (muse glimmer 30b, qwen 3.8 27b) for smaller setups. Is upgrading to 24GB

model-releasesr-localllama
11 Aug 2026
Model Releases

Anyone Using (Koreas) 'Solar Open 2' (250B, 15B) Model?

DGX agent

I just heard of this model. Seems to be a competitor to DeepSeek V4 Flash. About the same size and active parameters. Anyone tested it compared to V4 Flash? Link: https://huggingface.co/upstage/Solar-

model-releasesr-localllama
11 Aug 2026
Model Releases

Can Gemma and Qwen models catch hallucinations by looking at their own logprobs?

DGX agent

Hi! I'm really obsessed with LLM hallucinations for the last 6 days 😭 I started by designing system prompts to attack hallucinations but failed, obviously. Now I tried reading logprobs and... I think

model-releasesr-localllama
11 Aug 2026
Model Releases

DeepSeek-V4-Flash-0731 (284B MoE) at 75 tok/s on 2× DGX Spark — full recipe, 11 gotchas, reboot-proof cluster, Codex CLI integration

DGX agent

Spent two nights getting deepseek-ai/DeepSeek-V4-Flash-0731 (284B MoE, 13B active, native FP4/FP8, 1M context) running production-grade on two DGX Sparks connected by one QSFP DAC cable. Everything —

model-releasesr-localllama
11 Aug 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
Model Releases

DeepSeek-V4-Flash acting as my Linux sysadmin

DGX agent

I'm very happy with some Linux admin tasks I'm throwing at a locally running DeepSeek. My request was simple, check why 'samples' folder is taking more and more space on one of the machines on my LAN,

model-releasesr-localllama
11 Aug 2026
Model Releases

I built a weird, low-power llama.cpp server using an Intel N100 + RTX 5060Ti

DGX agent

Everything started with the sudden death of my old ASRock J1900. While looking for the perfect ITX replacement, I stumbled upon the Chinese CW-NAS-ADLN-K motherboard, which looked perfect on paper: In

model-releasesr-localllama
11 Aug 2026
Model Releases

I gave DeepSeek V4 Flash basic vision by training a 40M connector on 100K examples

DGX agent

I wanted to find out whether a huge text-only MoE could be given basic vision without retraining the language model itself. The short answer is yes. I froze DeepSeek V4 Flash and a 417M-parameter Moon

model-releasesr-localllama
11 Aug 2026
Model Releases

I put Gemma 4 E4B and E2B into an e-reader so I can ask my weird questions and share my thoughts in private directly in app.

DGX agent

Here's how it works in the app: Framework: Runs on LiteRT-LM (like Google's AI Edge). Models: Downloads either the E2B (~2.5 GB) or E4B (~3.6 GB) INT4 quantized models directly from ungated litert-com

model-releasesr-localllama
11 Aug 2026
Model Releases

I ran Muse Glimmer @ 1M context - All tests passed.

DGX agent

Heeeey all! I just completed some fun tests with Muse Glimmer, I thought I'd let you know. In fact, the summary below was written by Muse itself! I ran a 2× DGX Spark cluster and got Meta's day-old Mu

model-releasesr-localllama
11 Aug 2026
Model Releases

I tested the CMP170HX

DGX agent

Lots of rumor and misinfo bouncing around, so I put some of these old mining cards to the test. I used 4 of the 8GB cards, set to 64GB each. Lots of models fit entirely on a single card, and you can a

model-releasesr-localllama
11 Aug 2026
Local Ai

I will be parting with my 4x Spark Cluster.

DGX agent

Laid off then my partner of 10 years said he's leaving, have to move, etc... I will post the r/hardwareswap link when I make it. I'm willing to add some incentive for r/LocalLLaMA folks. I will also a

local-air-localllama
11 Aug 2026
Industry

I will pay 1 million for a developer to build this

DGX agent

I WILL PAY 1 MILLION FOR THIS 😭 I will literally pay 1,000,000 to the developer who fixes this. ChatGPT macOS: ⌘C text → ⌘Tab back to ChatGPT → ⌘V …and the search box ISN’T FOCUSED. 🤦‍♂️ Why do I have

industryr-chatgpt
11 Aug 2026
Model Releases

Introducing Unsloth Desktop app

DGX agent

Hi LocalLlama, we're super excited to release Unsloth Desktop today! 🦥 It's the first desktop app that enables you to run and train models locally. Open-source. Available on Mac, Windows, and Linux Su

model-releasesr-localllama
11 Aug 2026
Model Releases

Llama-CPP Parallel Agents --> fine for decode, but one agent's prefill will grind all other agents to a halt

DGX agent

Testing with 3-5 agents. Decode performance is superb, however if one performs a web search and needs to process a few thousand tokens, ALL other agents will grind to a halt: I've tried tuning a littl

model-releasesr-localllama
11 Aug 2026
Model Releases

[llama.cpp PR #26608] Ling-3.0 support (unmerged)

DGX agent

aetherbird has done some great work getting Ling-3.0 to work in llama.cpp. The architecture is generally identical to deepseekv2. I recently added a microscopic 40 line PR to his that adds support for

model-releasesr-localllama
11 Aug 2026
Model Releases

Local Benchmark : Muse Glimmer 30B vs Qwen 3.6 27B vs Gemma4 31B (and many other models and finetunes)

DGX agent

Needs a lot of requests compared to Qwen (almost twice) and Gemma (almost x3). Final score is fine, even though it is 'not a coding model' https://wonderrico.github.io/local_llm_benchmark/benchmark-ma

model-releasesr-localllama
11 Aug 2026
Model Releases

Luth-2: New State-of-the-Art French Small Language Models

DGX agent

Hey everyone, Today we release Luth-2-0.8B and Luth2-2-2B, two non-reasoning models that set a new state of the art for French across a wide variety of tasks for their size 🚀 A few notable scores on F

model-releasesr-localllama
11 Aug 2026
Local Ai

MiniMax-H3: ~38 GB less VRAM with Runtime LoRA Bypass — DoRA Dynamic LoRA Loader v1.0.39

DGX agent

GitHub: https://github.com/xmarre/ComfyUI-DoRA-Dynamic-LoRA-Loader Release v1.0.39: https://github.com/xmarre/ComfyUI-DoRA-Dynamic-LoRA-Loader/releases/tag/v1.0.39 Also available through ComfyUI Manag

local-air-stablediffusion
11 Aug 2026
Model Releases

Muse-Glimmer 30B Hits ~280 t/s in Real Production Coding

DGX agent

These numbers were captured during a real feature implementation task in Next.js and Nest.js (adding a theme switching system across components). The structural predictability of UI/state refactoring

model-releasesr-localllama
11 Aug 2026
Hardware

Nvidia Nemo Switchyard

DGX agent

https://github.com/NVIDIA-NeMo/Switchyard Finally an open source LLM router. An alternative to openrouter fusion and Sakana Fugu. Doesn't look like it does exactly what Sakana Fugu does according to i

hardwarer-localllama
11 Aug 2026
Model Releases

Observations on Muse-Glimmer reasoning traces being noticeably different from qwen / gemma models and questions for you guys

DGX agent

Just downloaded the model, UD-Q5_K_XL quant, asked it to generate a long story to test out reasoning and speed with dflash (super fast btw, ~ 90 to 160 tok/s on a 5090 depending on task) and was surpr

model-releasesr-localllama
11 Aug 2026
Model Releases

OpenAI just launched a cybersecurity model that answers 95% of advanced threat queries. And Meta put a frontier model on your laptop. Same day.

DGX agent

Something happened today that I think most people are going to miss because there are two separate stories and neither one is getting the full picture. OpenAI expanded Daybreak. If you haven't heard o

model-releasesr-chatgpt
11 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
Local Ai

Rumored 50-series Super refresh bumps everything +50% VRAM

DGX agent

leaked Super specs have the 5070 Ti and 5080 going 16GB to 24GB and the 5070 to 18GB, thanks to the new 3GB GDDR7 modules. 24GB on a Ti-class card is actually the number people here have been waiting

local-air-localllama
11 Aug 2026
Model Releases

Tested in Coding: BF16 Muse Glimmer vs BF16 Qwen3.6 27B

DGX agent

I'm guessing that many people have been waiting for this comparison. For clarity, both models are running at full FP16 KV-cache. Due to VRAM limitations, Muse Glimmer is running full 262,144 context,

model-releasesr-localllama
11 Aug 2026
Model Releases

The small open weight models are scarier in AI development

DGX agent

Imagine if your everyday laptop could run an AI model smart enough to take care of 90% of your work—totally private, lightning fast, and completely free of monthly fees. That is the exact tipping poin

model-releasesr-localllama
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

Toy project: a chat title model that fits in 5 MiB of ram

DGX agent

Not even sure if I'm allowed to post this, what with the 'completely/primarily LLM generated copy' rule (the post itself is fine, but the repo/model I'm sharing definitely is, whoops) and the whole li

model-releasesr-localllama
11 Aug 2026
Industry

Using the different models in different industries - your experience?

DGX agent

Hi all, I'm seeing so many conversations from people discussing how they're 'using the models wrong' and 'don't use Sol max as high is enough for you', yet all the conversations lack the nuance of wha

industryr-chatgpt
11 Aug 2026
Model Releases

We quantized DeepSeek V4 0731 and benchmarked it against popular quants on 8× RTX 5090

DGX agent

We converted the model from the original safetensors and found two issues. The first one made our quantization fail several times, the second one does not fail at all, it just quietly ruins the base 1

model-releasesr-localllama
11 Aug 2026
Tutorials

Writing formats I can no longer read because AI has beaten them to death

DGX agent

I don’t even care anymore whether these posts are *actually* AI-generated. The problem is that there’s now a very specific style of internet writing that instantly makes my brain refuse to continue re

tutorialsr-chatgpt
11 Aug 2026
Model Releases

1M context with 17 GB model in 24 GB VRAM: 'for the first time I was able to load a context of almost 1M tokens and extract 7 needles from various parts of the text'

DGX agent

https://preview.redd.it/xxjh11f38jih1.png?width=1852&format=png&auto=webp&s=76850ed51e29a8bc86c2ca718d4320075eed4363 Just wanted to share a user report that I found to be very interesting. Some person

model-releasesr-localllama
10 Aug 2026
Model Releases

Achievable 253 t/s - unsloth/Muse Glimmer 30B UD-Q5_K_M on a 5090

DGX agent

Benchmarked Muse Glimmer 30B on my RTX 5090 (32GB), 262k context, UD-Q5_K_M + dflash-kquant + mmproj. Workload Stock master + DFlash ngram-simple PR #26842 + DFlash Code patch 78 t/s 57 t/s 220-253 t/

model-releasesr-localllama
10 Aug 2026
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