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Sep. 4, 2025 / Local LLM
Running LLMs Locally Explained: An Introduction
Large Language Models (LLMs) have rapidly emerged as powerful tools capable of understanding and generating human-like text, translating languages, writing different kinds of creative content, and answering questions in an informative way. You’ve likely interacted with them through services like ChatGPT, Claude, or Gemini. While these cloud-based services offer convenience, there’s a growing interest in...
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Aug. 31, 2025 / LLM Hardware News
Huawei’s Atlas 300I Duo offers 96GB VRAM for local LLMs under $1500. Is this the budget VRAM breakthrough?
For local LLM enthusiasts, VRAM has always been the main constraint when choosing hardware. Now, a new option is becoming more accessible at a price point that’s hard to ignore. The Huawei Atlas 300I Duo, an AI inference card from China, is showing up on platforms like Alibaba for under $1500, offering an impressive 96...
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Aug. 27, 2025 / LLM Hardware News
Local LLM VRAM Race: Can AMD’s AT0 Take the Lead From NVIDIA With a 512-Bit Bus?
The latest rumors around AMD’s upcoming RDNA5 flagship, codenamed AT0, suggest a 512-bit memory bus paired with GDDR7. For anyone running large quantized LLMs locally, this is the part of the leak worth paying attention to – not the shader counts or gaming benchmarks. If the leak is accurate, bandwidth and VRAM capacity could finally...
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Aug. 27, 2025 / LLM Hardware News
LLM VRAM Usage Cut by 45x? What Jet-Nemotron Really Means for Local Users
NVIDIA has just published a paper detailing a new family of language models, Jet-Nemotron, which claims to deliver massive performance gains while maintaining the accuracy of today’s top open-source models. For local LLM users constantly battling VRAM limits and slow inference speeds, this research could point to a significant shift in how we run models...
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Aug. 23, 2025 / LLM Hardware News
Game-Changer for Local LLMs: AMD Medusa Halo Leak Points to 384-Bit LPDDR6 Bandwidth
Moore’s Law Is Dead has leaked new details on AMD’s upcoming Medusa Halo APU, the direct successor to Strix Halo. For enthusiasts focused on running large language models locally, this is an important development, as Medusa Halo addresses the biggest bottleneck of its predecessor: memory bandwidth. From Strix Halo to Medusa Halo Strix Halo (Ryzen...
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Aug. 15, 2025 / LLM Hardware News
New local LLM value king – MaxSun Arc Pro B60 Dual with 48GB VRAM for $1200
We recently discussed the upcoming single-GPU Intel Arc Pro B60 with 24GB of VRAM and its potential to shake up the local LLM hardware market. Now, its bigger brother is set to arrive. Reports indicate the MaxSun Arc Pro B60 Dual, featuring two GPUs on a single board for a total of 48GB of VRAM,...
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Aug. 14, 2025 / LLM Hardware News
Local LLM Users Eye RTX 5070 Ti SUPER and RTX 5080 SUPER After Price Leak Challenges RTX 5090
New pricing information for NVIDIA’s upcoming RTX 50 SUPER series has surfaced, suggesting a significant shift in the value proposition for local large language model (LLM) enthusiasts. According to the leak, the new SUPER cards will launch at the same Manufacturer’s Suggested Retail Price (MSRP) as their non-SUPER predecessors. For anyone building a system for...
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Aug. 10, 2025 / LLM Hardware News
New Strix Halo Mini-PC Arrives with 96GB Memory, Targeting Sub-$1500 LLM Builds
The stream of mini-PCs built around AMD’s Ryzen AI 300 “Strix Halo” platform continues, this time with a new model named the X+ RIVAL. While the market is quickly becoming crowded with similar hardware, this particular entry is notable for its specific memory configuration and pricing, creating a new value-oriented option for local LLM enthusiasts....
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Aug. 1, 2025 / LLM Hardware News
LLM-Capable Laptop with 24GB VRAM for Under $1000? AIM’s Strix Halo Prototype Announced
A new prototype laptop from a company called AIM is making waves, not just for being one of the first systems to feature AMD’s powerful Strix Halo APU, but for its alleged sub-$1000 price tag. For the technical enthusiast focused on running large language models locally, this development could signal a major shift in accessible,...
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Jul. 31, 2025 / LLM Hardware News
I Tested llama.cpp’s New Speed Boost Mode with an RTX 3090 – Here’s What I Found
The development pace in the local LLM scene is relentless, and the team behind llama.cpp has rolled out another interesting update: a new high-throughput mode. The key claim is that by changing how the KV cache is handled for multiple, parallel requests, we can see significant performance gains. As a hands-on enthusiast, I wanted to...
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Jul. 24, 2025 / LLM Hardware News
Can Your Computer Run the New Qwen3 Coder 480B LLM Locally?
For local LLM enthusiasts who enjoyed the impressive performance of the Qwen2.5 32B Coder, the recent announcement of the Qwen3-Coder-480B-A35B-Instruct has generated significant excitement. This new, massively powerful model is positioned as a direct competitor to proprietary systems like Claude Code with Sonnet and Google’s Gemini CLI, with a strong focus on agentic coding capabilities....
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Jul. 23, 2025 / LLM Hardware News
Qwen Unveils 480B Coder LLM and New Command-Line Tool for Local Use
In a significant development for the AI community, the Qwen team has announced the release of its most powerful open agentic code model to date, the Qwen3-Coder-480B-A35B-Instruct. Alongside this powerful new model, the team has also open-sourced Qwen Code, a new AI-powered command-line interface designed to fully leverage the model’s capabilities. Meet the Qwen3 Coder...
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Jul. 23, 2025 / LLM Hardware News
LLM-Ready Mini-ITX Board With 128GB LPDDR5X Debuts From SIXUNITED
For the do-it-yourself enthusiast focused on building machines for local large language models (LLMs), the hardware market has been dominated by pre-built systems. However, a new option has appeared from SIXUNITED with its STHT1, a Mini-ITX motherboard featuring AMD’s powerful Strix Halo APU. This development offers a new path for builders who prefer to select...
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Jun. 30, 2025 / LLM Hardware News
RTX 5070 Ti Super Rumored With 24GB VRAM – Plus New Details on RTX 5080 Super and 5070 Super for Local LLMs
Fresh hardware rumors have emerged surrounding NVIDIA’s Blackwell architecture, expanding upon the potential SUPER refresh we discussed in our previous analysis, “Local LLM 24GB and 18GB GPU Options Emerge.” The latest information not only corroborates the existence of the RTX 5080 Super and RTX 5070 Super but introduces a new and potentially crucial SKU for...
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Jun. 21, 2025 / LLM Hardware News
PELADN Enters the Strix Halo Arena with YO1 Mini-PC for Local LLM
The landscape for high-density, on-premise AI hardware is rapidly evolving, driven almost single-handedly by the arrival of AMD’s Ryzen AI 300 “Strix Halo” series. For the enthusiast dedicated to running large language models locally, these APUs represent a paradigm shift in performance-per-watt and memory capacity within a small form factor. Adding to this burgeoning market,...
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May. 28, 2025 / LLM Hardware News
FEVM FA-EX9 Mini PC Benchmarked: 128GB Strix Halo for Local LLM Inference
The arrival of AMD’s Ryzen AI MAX+ 395 “Strix Halo” APU has generated considerable interest among local LLM enthusiasts, promising a potent combination of CPU and integrated graphics performance with substantial memory capacity. One of the first systems to showcase this new silicon is the FEVM FA-EX9 Mini PC. Following recent news announcements detailing its...
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May. 25, 2025 / LLM Hardware News
128GB RAM, Ryzen AI MAX+, $1699 — Bosman Undercuts All Other Local LLM Mini-PCs
The landscape for accessible, high-memory hardware tailored for local Large Language Model (LLM) inference is witnessing an intriguing development. A lesser-known manufacturer, Bosman, has unveiled its M5 AI Mini-PC, promising AMD’s potent Ryzen AI MAX+ 395 “Strix Halo” APU paired with a substantial 128GB of LPDDR5X memory, all reportedly carrying a promotional price tag of...
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May. 15, 2025 / LLM Hardware News
Zotac Joins the Local LLM Race with Strix Halo Mini-PC — What You Need to Know
Zotac unveils plans for the Magnus EA mini-PC with AMD Strix Halo APU, aiming to bring powerful local LLM inference to compact, GPU-free systems. Expected to support up to 128GB LPDDR5X memory, ideal for running 70B large language models without the complexity of multi-GPU setups. Launching at Computex 2025.
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May. 11, 2025 / LLM Hardware News
I Analyzed NVIDIA’s RTX PRO 5000 Specs – Here’s What Stands Out for Local LLM Work
NVIDIA has officially announced the RTX PRO 5000 48GB, the latest addition to its professional GPU lineup based on the new Blackwell architecture. Arriving on the heels of its more formidable sibling, the RTX PRO 6000 Blackwell, the RTX PRO 5000 carves out a distinct niche, particularly for the price-conscious enthusiast building systems for local...
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May. 8, 2025 / LLM Hardware News
Forget Used RTX 3090s – Intel’s 24GB Arc Pro B60 Could Be the Better Buy for Local LLM
Intel is poised to expand its professional graphics lineup with the Arc Pro Battlemage series, confirmed for a reveal at Computex. Among the anticipated offerings, one model, the Arc Pro B60, is set to feature a significant 24GB of VRAM. This development is particularly noteworthy for the burgeoning community of enthusiasts running large language models...
