# AI Hardware

**URL:** http://gitLair.com/c/ai-automation-ai/ai-tech-hardware/7.md

[Latest](http://gitLair.com/latest.md) · [Categories](http://gitLair.com/categories.md) · [Tags](http://gitLair.com/tags.md)

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## [关于“AI Hardware”类别](http://gitLair.com/t/ai-hardware/9)

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**Author:** [@teanzhong](http://gitLair.com/u/teanzhong)\
**Replies:** 0\
**Last updated:** [October 28, 2026, 5:05pm UTC](http://gitLair.com/t/ai-hardware/9 "2026-10-28T17:05:34Z")

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Explore the hardware powering artificial intelligence. Discuss GPUs, AI accelerators, NPUs, AI servers, high-performance computing, local AI workstations, edge AI devices, and emerging hardware technologies. Share hardwa…

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## [An ASUS TUF RTX 4090 owner replaced factory paste with Honeywell PTM7950 phase change material and installed Thermal Grizzly putty instead of standard pads](http://gitLair.com/t/an-asus-tuf-rtx-4090-owner-replaced-factory-paste-with-honeywell-ptm7950-phase-change-material-and-installed-thermal-grizzly-putty-instead-of-standard-pads/187)

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**Author:** [@kunlun](http://gitLair.com/u/kunlun)\
**Replies:** 0\
**Last updated:** [November 4, 2026, 3:06pm UTC](http://gitLair.com/t/an-asus-tuf-rtx-4090-owner-replaced-factory-paste-with-honeywell-ptm7950-phase-change-material-and-installed-thermal-grizzly-putty-instead-of-standard-pads/187 "2026-11-04T15:06:46Z")

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An ASUS TUF RTX 4090 owner replaced factory paste with Honeywell PTM7950 phase change material and installed Thermal Grizzly putty instead of standard pads. Under stock clocks in 3DMark Port Royal, the hotspot temperatu…

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## [✅ BENCHMARKED: TensorFold made Qwen3.8 27B more than 3x faster on my 64GB M5 Pro Mac mini, on two versions in one day](http://gitLair.com/t/benchmarked-tensorfold-made-qwen3-8-27b-more-than-3x-faster-on-my-64gb-m5-pro-mac-mini-on-two-versions-in-one-day/186)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 4, 2026, 3:01pm UTC](http://gitLair.com/t/benchmarked-tensorfold-made-qwen3-8-27b-more-than-3x-faster-on-my-64gb-m5-pro-mac-mini-on-two-versions-in-one-day/186 "2026-11-04T15:01:32Z")

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:white\_check\_mark: BENCHMARKED: TensorFold made Qwen3.8 27B more than 3x faster on my 64GB M5 Pro Mac mini, on two versions in one day. In the morning I tested 1.2.1. On its own, the model wrote about 17 tokens a second…

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## [So motherboard manufacturers are thinking of a future of cheap RAM where we can build these monster AI boxes at home](http://gitLair.com/t/so-motherboard-manufacturers-are-thinking-of-a-future-of-cheap-ram-where-we-can-build-these-monster-ai-boxes-at-home/185)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 4, 2026, 11:04am UTC](http://gitLair.com/t/so-motherboard-manufacturers-are-thinking-of-a-future-of-cheap-ram-where-we-can-build-these-monster-ai-boxes-at-home/185 "2026-11-04T11:04:02Z")

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So motherboard manufacturers are thinking of a future of cheap RAM where we can build these monster AI boxes at home. Until then, we can only dream. Gigabyte built a motherboard for Local AI where 128GB of memory is a …

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## [Furthermore, reports confirm NVIDIA halted 16 GB RTX 5080 chip supply ahead of a planned 24 GB revision, prioritizing direct board partners over its own store to reduce distribution strain](http://gitLair.com/t/furthermore-reports-confirm-nvidia-halted-16-gb-rtx-5080-chip-supply-ahead-of-a-planned-24-gb-revision-prioritizing-direct-board-partners-over-its-own-store-to-reduce-distribution-strain/183)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 3, 2026, 2:44am UTC](http://gitLair.com/t/furthermore-reports-confirm-nvidia-halted-16-gb-rtx-5080-chip-supply-ahead-of-a-planned-24-gb-revision-prioritizing-direct-board-partners-over-its-own-store-to-reduce-distribution-strain/183 "2026-11-03T02:44:22Z")

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Flagship GeForce RTX 5090 ($1,999) and RTX 5080 ($999) Founders Edition graphics cards are completely out of stock on the official NVIDIA marketplace. The shortage stems from severe GDDR7 memory constraints and TSMC prio…

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## [In just 5 days of post-training on 64 NVIDIA B300 GPUs, we built FireFlash🔥](http://gitLair.com/t/in-just-5-days-of-post-training-on-64-nvidia-b300-gpus-we-built-fireflash/182)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 3, 2026, 2:32am UTC](http://gitLair.com/t/in-just-5-days-of-post-training-on-64-nvidia-b300-gpus-we-built-fireflash/182 "2026-11-03T02:32:59Z")

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In just 5 days of post-training on 64 NVIDIA B300 GPUs, we built FireFlash​:fire:, a GLM-based long-horizon coding agent that pushes the performance–cost Pareto frontier. :rocket: 46.2% on Terminal-Bench 4.0, outperform…

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## [Happiness has many names :) Here it is M5 Ultra 256GB OpenBot has new home ;) Finally new possibilities!](http://gitLair.com/t/happiness-has-many-names-here-it-is-m5-ultra-256gb-openbot-has-new-home-finally-new-possibilities/179)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 3, 2026, 12:48am UTC](http://gitLair.com/t/happiness-has-many-names-here-it-is-m5-ultra-256gb-openbot-has-new-home-finally-new-possibilities/179 "2026-11-03T00:48:44Z")

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Happiness has many names :slight\_smile: Here it is M5 Ultra 256GB OpenBot has new home :wink: Finally new possibilities!

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## [Vendors are now recommending distributors to focus on older RTX 30 series and AMD GPUs as RTX 50 series faces shortages](http://gitLair.com/t/vendors-are-now-recommending-distributors-to-focus-on-older-rtx-30-series-and-amd-gpus-as-rtx-50-series-faces-shortages/178)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 3, 2026, 12:46am UTC](http://gitLair.com/t/vendors-are-now-recommending-distributors-to-focus-on-older-rtx-30-series-and-amd-gpus-as-rtx-50-series-faces-shortages/178 "2026-11-03T00:46:07Z")

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Vendors are now recommending distributors to focus on older RTX 30 series and AMD GPUs as RTX 50 series faces shortages. :link: Vendors Are Now Recommending Distributors To Focus On Older RTX 30 Series And AMD GPUs As RT…

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## [Dreams money can buy](http://gitLair.com/t/dreams-money-can-buy/177)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 3, 2026, 12:16am UTC](http://gitLair.com/t/dreams-money-can-buy/177 "2026-11-03T00:16:50Z")

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## [1. As promised, a luxury thread about 8 DGX Spark in one cabinet: terabyte of unified memory, full GLM-5.3 locally](http://gitLair.com/t/1-as-promised-a-luxury-thread-about-8-dgx-spark-in-one-cabinet-terabyte-of-unified-memory-full-glm-5-3-locally/176)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 4:22pm UTC](http://gitLair.com/t/1-as-promised-a-luxury-thread-about-8-dgx-spark-in-one-cabinet-terabyte-of-unified-memory-full-glm-5-3-locally/176 "2026-11-02T16:22:45Z")

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As promised, a luxury thread about 8 DGX Spark in one cabinet: terabyte of unified memory, full GLM-5.3 locally. Started with six, then on rumors that they’d stop selling them, bought two more. And that was the right d…

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## [🚨 NVIDIA RTX 5090 & RTX 5080 pricing is getting OUT OF CONTROL](http://gitLair.com/t/nvidia-rtx-5090-rtx-5080-pricing-is-getting-out-of-control/175)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 4:10pm UTC](http://gitLair.com/t/nvidia-rtx-5090-rtx-5080-pricing-is-getting-out-of-control/175 "2026-11-02T16:10:31Z")

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:police\_car\_light: NVIDIA RTX 5090 & RTX 5080 pricing is getting OUT OF CONTROL. Fresh global pricing data shows: • RTX 5090 prices jumped another 32% in ONE month • Cheapest U.S. RTX 5090 tracked: around $9,400 • Th…

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## [Hardware insider Kepler\_L2 has revealed new details regarding the long-term graphics roadmap from AMD. An updated architecture called RDNA 5+ is currently scheduled to launch in 2029 as part of an upcoming product family carrying the internal codename Gri](http://gitLair.com/t/hardware-insider-kepler-l2-has-revealed-new-details-regarding-the-long-term-graphics-roadmap-from-amd-an-updated-architecture-called-rdna-5-is-currently-scheduled-to-launch-in-2029-as-part-of-an-upcoming-product-family-carrying-the-internal-codename-gri/174)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 4:02pm UTC](http://gitLair.com/t/hardware-insider-kepler-l2-has-revealed-new-details-regarding-the-long-term-graphics-roadmap-from-amd-an-updated-architecture-called-rdna-5-is-currently-scheduled-to-launch-in-2029-as-part-of-an-upcoming-product-family-carrying-the-internal-codename-gri/174 "2026-11-02T16:02:29Z")

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Hardware insider Kepler\_L2 has revealed new details regarding the long-term graphics roadmap from AMD. An updated architecture called RDNA 5+ is currently scheduled to launch in 2029 as part of an upcoming product family…

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## [NVIDIA has completely halted shipments of the GeForce RTX 5090 D V2 flagship graphics card designed for the Chinese market](http://gitLair.com/t/nvidia-has-completely-halted-shipments-of-the-geforce-rtx-5090-d-v2-flagship-graphics-card-designed-for-the-chinese-market/173)

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**Author:** [@mamingjun](http://gitLair.com/u/mamingjun)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 3:38pm UTC](http://gitLair.com/t/nvidia-has-completely-halted-shipments-of-the-geforce-rtx-5090-d-v2-flagship-graphics-card-designed-for-the-chinese-market/173 "2026-11-02T15:38:23Z")

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NVIDIA has completely halted shipments of the GeForce RTX 5090 D V2 flagship graphics card designed for the Chinese market. While recent reports suggested an upcoming phase-out, actual deliveries of hardware kits to boar…

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## [According to reports, graphics card partners are still awaiting the NVIDIA GeForce RTX 5080 24 GB GPU kits https://tpu.me/szsg](http://gitLair.com/t/according-to-reports-graphics-card-partners-are-still-awaiting-the-nvidia-geforce-rtx-5080-24-gb-gpu-kits-https-tpu-me-szsg/172)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 3:25pm UTC](http://gitLair.com/t/according-to-reports-graphics-card-partners-are-still-awaiting-the-nvidia-geforce-rtx-5080-24-gb-gpu-kits-https-tpu-me-szsg/172 "2026-11-02T15:25:57Z")

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## [PXA 4.0.1 tunes Overdrive for Flash-Next on a Tesla V100, reducing CPU work for cold experts without changing output](http://gitLair.com/t/pxa-4-0-1-tunes-overdrive-for-flash-next-on-a-tesla-v100-reducing-cpu-work-for-cold-experts-without-changing-output/171)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 3:21pm UTC](http://gitLair.com/t/pxa-4-0-1-tunes-overdrive-for-flash-next-on-a-tesla-v100-reducing-cpu-work-for-cold-experts-without-changing-output/171 "2026-11-02T15:21:39Z")

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PXA PXA 4.0.1 tunes Overdrive for Flash-Next on a Tesla V100, reducing CPU work for cold experts without changing output. An optional deeper draft chain runs after a fully accepted round while confidence holds. It is o…

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## [Well, my local AI addiction officially got out of hand tonight](http://gitLair.com/t/well-my-local-ai-addiction-officially-got-out-of-hand-tonight/161)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 3:11pm UTC](http://gitLair.com/t/well-my-local-ai-addiction-officially-got-out-of-hand-tonight/161 "2026-11-02T15:11:13Z")

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Met a guy off Facebook Marketplace and scored 2x RTX 3090 Founders Editions for €1,700. The problem? I already had one 3090 FE. I am now sitting in my room looking at three 3090 FEs (72 GB GDDR6X VRAM), and my current …

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## [This programming adapter for the open-source smartwatch makes it super easy for AI agent to develop custom firmware for the watch](http://gitLair.com/t/this-programming-adapter-for-the-open-source-smartwatch-makes-it-super-easy-for-ai-agent-to-develop-custom-firmware-for-the-watch/160)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 2:35pm UTC](http://gitLair.com/t/this-programming-adapter-for-the-open-source-smartwatch-makes-it-super-easy-for-ai-agent-to-develop-custom-firmware-for-the-watch/160 "2026-11-02T14:35:25Z")

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This programming adapter for the open-source smartwatch makes it super easy for AI agent to develop custom firmware for the watch. The adapter allows the user to measure current draw in the µA range, exposes the UART int…

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## [2x 5090FE AI+Render Farm maxed out PowerSpec AI90](http://gitLair.com/t/2x-5090fe-ai-render-farm-maxed-out-powerspec-ai90/159)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 12:38pm UTC](http://gitLair.com/t/2x-5090fe-ai-render-farm-maxed-out-powerspec-ai90/159 "2026-11-02T12:38:10Z")

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9950x, 128gb DDR5 @5600, 2x 5090FE @300w, ProArt X870E Got the base AI90 about 2 months ago when it was 5k at MicroCenter, making the GPU ~$2500. The second was purchased at MSRP last year. Bought the second 64GB Kit fo…

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## [Broke 1000 tok/s prefill on an M4 Mac Mini (16gb ram/256gb ssd) + RTX 3090](http://gitLair.com/t/broke-1000-tok-s-prefill-on-an-m4-mac-mini-16gb-ram-256gb-ssd-rtx-3090/158)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 11:31am UTC](http://gitLair.com/t/broke-1000-tok-s-prefill-on-an-m4-mac-mini-16gb-ram-256gb-ssd-rtx-3090/158 "2026-11-02T11:31:54Z")

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Broke 1000 tok/s prefill on an M4 Mac Mini (16gb ram/256gb ssd) + RTX 3090 The cost to run one of the best models ever is like 2200

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## [Ladies and gents, we did it - Omarchy on the iPad Mini 4! 🎉](http://gitLair.com/t/ladies-and-gents-we-did-it-omarchy-on-the-ipad-mini-4/156)

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**Author:** [@AOY](http://gitLair.com/u/AOY)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 11:25am UTC](http://gitLair.com/t/ladies-and-gents-we-did-it-omarchy-on-the-ipad-mini-4/156 "2026-11-02T11:25:44Z")

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ladies and gents, we did it - Omarchy on the iPad Mini 4!! :tada: massive thanks to @henrikklee for accelerating the journey … and my god, switching from Codex to Claude made it 10x easier! now to get this merged ups…

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## [Nvidia is the ASIC of the masses, buy RTX 3090s now](http://gitLair.com/t/nvidia-is-the-asic-of-the-masses-buy-rtx-3090s-now/155)

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**Author:** [@mamingjun](http://gitLair.com/u/mamingjun)\
**Replies:** 1\
**Last updated:** [November 2, 2026, 11:17am UTC](http://gitLair.com/t/nvidia-is-the-asic-of-the-masses-buy-rtx-3090s-now/155 "2026-11-02T11:17:12Z")

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Nvidia is the ASIC of the masses, buy RTX 3090s now. GPUs are accelerators, you don’t need the whole model on VRAM

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## [Hardware leaks revealed complete internal specifications for the upcoming PlayStation 6 Orion console](http://gitLair.com/t/hardware-leaks-revealed-complete-internal-specifications-for-the-upcoming-playstation-6-orion-console/154)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 11:09am UTC](http://gitLair.com/t/hardware-leaks-revealed-complete-internal-specifications-for-the-upcoming-playstation-6-orion-console/154 "2026-11-02T11:09:14Z")

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Hardware leaks revealed complete internal specifications for the upcoming PlayStation 6 Orion console. The machine utilizes a monolithic system chip featuring AMD Zen 6 processing cores alongside advanced RDNA 5 graphics…

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## [Qwen3.8-27B decodes code at 53.6 tok/s on one 16 GB RTX 5060 Ti and 154.5 tok/s on a 5090, with @MiaAI\_lab 's kit](http://gitLair.com/t/qwen3-8-27b-decodes-code-at-53-6-tok-s-on-one-16-gb-rtx-5060-ti-and-154-5-tok-s-on-a-5090-with-miaai-lab-s-kit/153)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 11:06am UTC](http://gitLair.com/t/qwen3-8-27b-decodes-code-at-53-6-tok-s-on-one-16-gb-rtx-5060-ti-and-154-5-tok-s-on-a-5090-with-miaai-lab-s-kit/153 "2026-11-02T11:06:26Z")

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Qwen3.8-27B decodes code at 53.6 tok/s on one 16 GB RTX 5060 Ti and 154.5 tok/s on a 5090, with @MiaAI\_lab 's kit. RTX 5060 Ti 16 GB, EXL3 3.0 bpw: Decode, code: 53.6 tok/s Decode, prose: 52.1 tok/s Prefill, 32K pr…

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## [For non-offload, 24GB buys quality and context over 16GB, while speed remains same](http://gitLair.com/t/for-non-offload-24gb-buys-quality-and-context-over-16gb-while-speed-remains-same/152)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 10:21am UTC](http://gitLair.com/t/for-non-offload-24gb-buys-quality-and-context-over-16gb-while-speed-remains-same/152 "2026-11-02T10:21:59Z")

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For non-offload, 24GB buys quality and context over 16GB, while speed remains same. With Strata offloading it’s reversed. Both 16/24GB can have same quality quant, same context size, but what 24GB buys you is speed due t…

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## [NVIDIA has canceled plans to release the GeForce RTX 5080 SUPER graphics card with 24GB of GDDR7 memory, which was meant to replace the 16GB baseline](http://gitLair.com/t/nvidia-has-canceled-plans-to-release-the-geforce-rtx-5080-super-graphics-card-with-24gb-of-gddr7-memory-which-was-meant-to-replace-the-16gb-baseline/151)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 9:49am UTC](http://gitLair.com/t/nvidia-has-canceled-plans-to-release-the-geforce-rtx-5080-super-graphics-card-with-24gb-of-gddr7-memory-which-was-meant-to-replace-the-16gb-baseline/151 "2026-11-02T09:49:24Z")

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NVIDIA has canceled plans to release the GeForce RTX 5080 SUPER graphics card with 24GB of GDDR7 memory, which was meant to replace the 16GB baseline model and increase buffer capacity by 50% using 3GB modules. By early …

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## [Custom inference engines are on the rise. Here's a new one](http://gitLair.com/t/custom-inference-engines-are-on-the-rise-heres-a-new-one/150)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 9:46am UTC](http://gitLair.com/t/custom-inference-engines-are-on-the-rise-heres-a-new-one/150 "2026-11-02T09:46:05Z")

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Custom inference engines are on the rise. Here’s a new one. Pithos is a C inference engine for Liquid AI’s LFM models. The developer tested LFM2.5-24B-A2B Q4\_K\_M on :laptop: Intel i5-10500H :brain: 16GB RAM …

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## [What's the craziest thing I can do with 4 M5 Ultra 512GB Mac studios chained together?](http://gitLair.com/t/whats-the-craziest-thing-i-can-do-with-4-m5-ultra-512gb-mac-studios-chained-together/127)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 1:52am UTC](http://gitLair.com/t/whats-the-craziest-thing-i-can-do-with-4-m5-ultra-512gb-mac-studios-chained-together/127 "2026-11-02T01:52:54Z")

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what’s the craziest thing I can do with 4 M5 Ultra 512GB Mac studios chained together? And does the price justify owning them in this global ram crisis?

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## [⚡️ Using a single RTX PRO 6000, Qwen3.8-27B achieves 230.6 tokens/s for code generation](http://gitLair.com/t/using-a-single-rtx-pro-6000-qwen3-8-27b-achieves-230-6-tokens-s-for-code-generation/126)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 1:49am UTC](http://gitLair.com/t/using-a-single-rtx-pro-6000-qwen3-8-27b-achieves-230-6-tokens-s-for-code-generation/126 "2026-11-02T01:49:37Z")

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:high\_voltage: Using a single RTX PRO 6000, Qwen3.8-27B achieves 230.6 tokens/s for code generation. Inference speed reaches 186.6 tokens/s, compared to just 72.9 tokens/s with default settings. It features built-in MTP…

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## [Usage limits aren’t a feature. They’re a billboard for a home cluster. 😏](http://gitLair.com/t/usage-limits-aren-t-a-feature-they-re-a-billboard-for-a-home-cluster/125)

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**Author:** [@Lasse](http://gitLair.com/u/Lasse)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 1:46am UTC](http://gitLair.com/t/usage-limits-aren-t-a-feature-they-re-a-billboard-for-a-home-cluster/125 "2026-11-02T01:46:52Z")

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Usage limits aren’t a feature. They’re a billboard for a home cluster. :smirking\_face: 3 Sparks · 2 GN100 · Mac Studio · Mini. DeepSeek V4.1 Flash. H3. Qwen Image 2.1 Turbo. All you need for your home cluster. No reset…

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## [2.7TB of Unified VRAM and officially out of rack space for now](http://gitLair.com/t/2-7tb-of-unified-vram-and-officially-out-of-rack-space-for-now/124)

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**Author:** [@Shawn](http://gitLair.com/u/Shawn)\
**Replies:** 0\
**Last updated:** [November 2, 2026, 1:44am UTC](http://gitLair.com/t/2-7tb-of-unified-vram-and-officially-out-of-rack-space-for-now/124 "2026-11-02T01:44:54Z")

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2.7TB of Unified VRAM and officially out of rack space for now. She deserves a prettier backdrop, but venting outside and moving below ground was the only way to tame the temps and airflow. Incredibly blessed to pull t…

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