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Alex Ziskind

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I Ran A 27B Model On A Hand-Sized PCโ€ฆ Didn't Expect This

September 13, 2026

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I Ran a 27B Model on This Tiny PC. I Was Fixing the Wrong Thing. ๐Ÿ”น Try out ChatLLM - http://chatllm.abacus.ai/ltf and Abacus AI DeepAgent - http://deepagent.abacus.ai/ltf ๐Ÿ’ป Run Windows on a Mac: https://prf.hn/click/camref:1100libNI (affiliate) Use COUPON: ZISKIND10 ๐Ÿ›’ Gear Links ๐Ÿ›’ ๐ŸŽงโšก The mini plus dock deal: https://link.amazon/B04w9tltf ๐Ÿ› ๏ธ๐Ÿš€ The little dock: https://link.amazon/B0g6vWx6K โšก Thunderbolt 5 cable: https://amzn.to/40u9M3b ๐Ÿ–ฅ๏ธ Thunderbolt 5 dock: https://amzn.to/4fsyN35 ๐ŸŽงโšก Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW ๐Ÿ› ๏ธ๐Ÿš€ My NVMe SSD: https://amzn.to/3YLEySo ๐Ÿ“ฆ๐ŸŽฎ My gear: https://www.amazon.com/shop/alexziskind ๐ŸŽฅ Related Videos ๐ŸŽฅ ๐ŸŒ— RAM torture test on Mac - https://youtu.be/l3zIwPgan7M ๐Ÿ”‹ How long can they last? | ULTIMATE BATTERY TEST - https://youtu.be/u1XJAOf_W5w ๐Ÿ’ป 83 M3 MacBook Pros, and the one for YOU - https://youtu.be/ZPd2v3dteUc ๐Ÿ‘จโ€๐Ÿ’ป 15" MacBook Air | developer's dream - https://youtu.be/A1IOZUCTOkM ๐Ÿค– INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k ๐Ÿ› ๏ธ Developer Productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โค๏ธ SUBSCRIBE TO MY YOUTUBE CHANNEL ๐Ÿ“บ Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” ๐Ÿ“ฑ LET'S CONNECT ON SOCIAL MEDIA ALEX ON TWITTER: https://twitter.com/digitalix โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โฑ๏ธ Chapters 00:00 Tiny PC 02:08 Integrated Graphics 06:58 GPU Upgrade 09:55 Model Optimization 12:47 Connection Bandwidth 14:24 Testing Pitfalls #๏ธโƒฃ #softwaredevelopment #macbook #llm

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Chinaโ€™s New Chip Trick Has My Attention

September 12, 2026

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Huawei Found a Different Way to Make Chips Faster ๐Ÿ›’ Gear Links ๐Ÿ›’ ๐Ÿ› ๏ธ๐Ÿš€ WisdPi 10G Ethernet Expansion Card for Framework: https://frame.work/products/wisdpi-10g-ethernet-expansion-card ๐Ÿช›๐Ÿช›Highly rated precision driver kit: https://amzn.to/4fkMVfg ๐Ÿ’ปโ˜• Favorite 15" display with magnet: https://amzn.to/3zD1DhQ ๐ŸŽงโšก Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW ๐Ÿ› ๏ธ๐Ÿš€ My nvme ssd: https://amzn.to/3YLEySo ๐Ÿ“ฆ๐ŸŽฎ My gear: https://www.amazon.com/shop/alexziskind ๐ŸŽฅ Related Videos ๐ŸŽฅ ๐Ÿ’ธ๐Ÿง  Quant comparison vid - Everything looks fine at 4-bit https://youtu.be/8IzUyLLn5NA ๐Ÿงณ๐Ÿงฐ Mini PC portable setup - https://youtu.be/4RYmsrarOSw ๐ŸŽ๐Ÿ’ป Dev setup on Mac - https://youtu.be/KiKUN4i1SeU ๐Ÿ’ธ๐Ÿง  Cheap mini runs a 70B LLM ๐Ÿคฏ - https://youtu.be/xyKEQjUzfAk ๐Ÿงช๐Ÿ”ฅ RAM torture test on Mac - https://youtu.be/l3zIwPgan7M ๐Ÿโšก FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo ๐Ÿง ๐Ÿ“‰ REALITY vs Appleโ€™s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A ๐Ÿงฌ๐Ÿ Set up Conda - https://youtu.be/2Acht_5_HTo โšก๐Ÿ’ฅ Thunderbolt 5 BREAKS Appleโ€™s Upcharge - https://youtu.be/nHqrvxcRc7o ๐Ÿง ๐Ÿš€ INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k ๐Ÿงฑ๐Ÿ–ฅ๏ธ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * ๐Ÿ› ๏ธ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX ๐Ÿ”— AI for Coding Playlist: ๐Ÿ“š - https://www.youtube.com/playlist?list=PLPwbI_iIX3aSlUmRtYPfbQHt4n0YaX0qw โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โค๏ธ SUBSCRIBE TO MY YOUTUBE CHANNEL ๐Ÿ“บ Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” ๐Ÿ“ฑ ALEX on X: https://x.com/digitalix #huawei #matext2 #foldingphone

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8 DGX Spark Cluster with this Switch

September 10, 2026

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I wired eight DGX Sparks into a 1TB โ€œVRAMโ€ cluster using the switch linked below. ๐Ÿ›’ Gear Links ๐Ÿ›’ ๐Ÿ‘€ 2 400Gbps switch: https://bhpho.to/4r9vJi1 ๐Ÿ‘€๐Ÿ‘€ 4 400Gbps switch: https://bhpho.to/4qQqOlI ๐Ÿ‘€ MSI EdgeExpert now available here: https://amzn.to/40luUHG ๐Ÿ‘€ ASUS GX10: https://amzn.to/4kROLb8 ๐Ÿ‘€ DGX Spark on SALE: https://amzn.to/4kOnczp ๐Ÿช›๐Ÿช›Highly rated precision driver kit: https://amzn.to/4fkMVfg ๐Ÿ’ปโ˜• Favorite 15" display with magnet: https://amzn.to/3zD1DhQ ๐ŸŽงโšก Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW ๐Ÿ› ๏ธ๐Ÿš€ My nvme ssd: https://amzn.to/3YLEySo ๐Ÿ“ฆ๐ŸŽฎ My gear: https://www.amazon.com/shop/alexziskind ๐ŸŽฅ Related Videos ๐ŸŽฅ ๐Ÿงณ๐Ÿงฐ Mini PC portable setup - https://youtu.be/4RYmsrarOSw ๐ŸŽ๐Ÿ’ป Dev setup on Mac - https://youtu.be/KiKUN4i1SeU ๐Ÿ’ธ๐Ÿง  Cheap mini runs a 70B LLM ๐Ÿคฏ - https://youtu.be/xyKEQjUzfAk ๐Ÿงช๐Ÿ”ฅ RAM torture test on Mac - https://youtu.be/l3zIwPgan7M ๐Ÿโšก FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo ๐Ÿง ๐Ÿ“‰ REALITY vs Appleโ€™s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A ๐Ÿงฌ๐Ÿ Set up Conda - https://youtu.be/2Acht_5_HTo โšก๐Ÿ’ฅ Thunderbolt 5 BREAKS Appleโ€™s Upcharge - https://youtu.be/nHqrvxcRc7o ๐Ÿง ๐Ÿš€ INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k ๐Ÿงฑ๐Ÿ–ฅ๏ธ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * ๐Ÿ› ๏ธ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX ๐Ÿ”— AI for Coding Playlist: ๐Ÿ“š - https://www.youtube.com/playlist?list=PLPwbI_iIX3aSlUmRtYPfbQHt4n0YaX0qw โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โค๏ธ SUBSCRIBE TO MY YOUTUBE CHANNEL ๐Ÿ“บ Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” ๐Ÿ“ฑ ALEX on X: https://x.com/digitalix #macstudio #gdxspark #llm

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All That VRAM Needs a Bigger Brain

September 6, 2026

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Four GPUs and 384GB of VRAM later, I wanted to know whether Iโ€™d spent my money on the parts my coding agents actually needed. Micro Center is THE AI Destination: https://micro.center/3e8b40 Sign up for a FREE 128 gig Flash Drive at Micro Center's Austin Store: https://micro.center/e5e2ef Shop Micro Center's Build. Upgrade. Save. Event: https://micro.center/cf1699 Visit Micro Center News: https://micro.center/6857ad ๐ŸŽฅ Related Videos ๐ŸŽฅ ๐Ÿ’ธ๐Ÿง  Quant comparison vid - Everything looks fine at 4-bit https://youtu.be/8IzUyLLn5NA ๐Ÿงณ๐Ÿงฐ Mini PC portable setup - https://youtu.be/4RYmsrarOSw ๐ŸŽ๐Ÿ’ป Dev setup on Mac - https://youtu.be/KiKUN4i1SeU ๐Ÿ’ธ๐Ÿง  Cheap mini runs a 70B LLM ๐Ÿคฏ - https://youtu.be/xyKEQjUzfAk ๐Ÿงช๐Ÿ”ฅ RAM torture test on Mac - https://youtu.be/l3zIwPgan7M ๐Ÿโšก FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo ๐Ÿง ๐Ÿ“‰ REALITY vs Appleโ€™s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A ๐Ÿงฌ๐Ÿ Set up Conda - https://youtu.be/2Acht_5_HTo โšก๐Ÿ’ฅ Thunderbolt 5 BREAKS Appleโ€™s Upcharge - https://youtu.be/nHqrvxcRc7o ๐Ÿง ๐Ÿš€ INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k ๐Ÿงฑ๐Ÿ–ฅ๏ธ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * ๐Ÿ› ๏ธ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX ๐Ÿ”— AI for Coding Playlist: ๐Ÿ“š - https://www.youtube.com/playlist?list=PLPwbI_iIX3aSlUmRtYPfbQHt4n0YaX0qw My LLM inference calculator GitHub repo: https://github.com/alexziskind1/llm-inference-calculator โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โค๏ธ SUBSCRIBE TO MY YOUTUBE CHANNEL ๐Ÿ“บ Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” ๐Ÿ“ฑ ALEX on X: https://x.com/digitalix โฑ๏ธ Chapters 00:00 Parts Selection 05:31 Workstation Build 14:39 System Setup 18:45 Agent Workloads 21:21 Benchmarks #amd #gdxspark #ryzenaihalo

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NVIDIA didn't want me to do this

September 6, 2026

youtube

I wired eight DGX Sparks into a 1TB โ€œVRAMโ€ cluster, because NVIDIA wouldnโ€™t show how to go past two. ๐Ÿ›’ Gear Links ๐Ÿ›’ ๐Ÿ‘€ 2 400Gbps switch: https://bhpho.to/4r9vJi1 ๐Ÿ‘€๐Ÿ‘€ 4 400Gbps switch: https://bhpho.to/4qQqOlI ๐Ÿ‘€ MSI EdgeExpert now available here: https://amzn.to/40luUHG ๐Ÿ‘€ ASUS GX10: https://amzn.to/4kROLb8 ๐Ÿ‘€ DGX Spark on SALE: https://amzn.to/4kOnczp ๐Ÿช›๐Ÿช›Highly rated precision driver kit: https://amzn.to/4fkMVfg ๐Ÿ’ปโ˜• Favorite 15" display with magnet: https://amzn.to/3zD1DhQ ๐ŸŽงโšก Great 40Gbps T4 enclosure: https://amzn.to/3JNwBGW ๐Ÿ› ๏ธ๐Ÿš€ My nvme ssd: https://amzn.to/3YLEySo ๐Ÿ“ฆ๐ŸŽฎ My gear: https://www.amazon.com/shop/alexziskind ๐ŸŽฅ Related Videos ๐ŸŽฅ ๐Ÿงณ๐Ÿงฐ Mini PC portable setup - https://youtu.be/4RYmsrarOSw ๐ŸŽ๐Ÿ’ป Dev setup on Mac - https://youtu.be/KiKUN4i1SeU ๐Ÿ’ธ๐Ÿง  Cheap mini runs a 70B LLM ๐Ÿคฏ - https://youtu.be/xyKEQjUzfAk ๐Ÿงช๐Ÿ”ฅ RAM torture test on Mac - https://youtu.be/l3zIwPgan7M ๐Ÿโšก FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo ๐Ÿง ๐Ÿ“‰ REALITY vs Appleโ€™s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A ๐Ÿงฌ๐Ÿ Set up Conda - https://youtu.be/2Acht_5_HTo โšก๐Ÿ’ฅ Thunderbolt 5 BREAKS Appleโ€™s Upcharge - https://youtu.be/nHqrvxcRc7o ๐Ÿง ๐Ÿš€ INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k ๐Ÿงฑ๐Ÿ–ฅ๏ธ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * ๐Ÿ› ๏ธ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX ๐Ÿ”— AI for Coding Playlist: ๐Ÿ“š - https://www.youtube.com/playlist?list=PLPwbI_iIX3aSlUmRtYPfbQHt4n0YaX0qw โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โค๏ธ SUBSCRIBE TO MY YOUTUBE CHANNEL ๐Ÿ“บ Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” โ€” ๐Ÿ“ฑ ALEX on X: https://x.com/digitalix #macstudio #gdxspark #llm

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