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Analysis Summary
Worth Noting
Positive elements
- This video provides specific, practical information on using breakout cables and the MikroTik CRS 804 switch to maximize port density for AI clusters.
Be Aware
Cautionary elements
- The casual presentation of high-end enterprise hardware as 'inexpensive' can lead to skewed cost expectations for developers entering the AI hardware space.
Influence Dimensions
How are these scored?About this analysis
Knowing about these techniques makes them visible, not powerless. The ones that work best on you are the ones that match beliefs you already hold.
This analysis is a tool for your own thinking — what you do with it is up to you.
Transcript
To run a cluster of these sparks or GB10s, let's put them that way. Uh, that's what they are. You need some kind of switch that'll be able to handle QSFP56 ports like these. And these are some of the switches that can do it very inexpensively, let's say, compared to some of the more enterprisey switches. Well, this one just came out. This is the Microte CRS 804. Yeah, CRS 804. And this one has four 400 gig Whoa. What the hell happened there? Yeah, these come out, of course. I thought one was broken for a second. All right, these 400. And you can use breakout cables like these to basically drive two sparks per port. So that'll be 4 * 2, that's 8. So that could work theoretically.
Video description
Stress-testing the NVIDIA DGX Spark, Dell Pro Max GB10, ASUS Ascent GX10, and MSI Edge Expert revealed the real limiter behind the “throttling” headlines. My USB-C portable hub: https://amzn.to/4kw0hrf 👀 My favorite external drive (dependable): https://amzn.to/3Os9Wi3 👀 Thunderbolt 4 dock: https://amzn.to/3yVRicC 👀 Thor on NVIDIA Marketplace: https://bit.ly/44j0acY 👀 Spark and Thor on Amazon: https://bit.ly/4pCjBpJ 👀 M4 Pro Mac Mini deal: https://amzn.to/3Mw8dNx ⚡ *Other gear I use:* https://www.amazon.com/shop/alexziskind 🎥 Related Videos 🎥 🧬🐍 Mac Studio CLUSTER vs M3 Ultra 🤯 - https://youtu.be/d8yS-2OyJhw 🧳🧰 Mini PC portable setup - https://youtu.be/4RYmsrarOSw 🍎💻 Dev setup on Mac - https://youtu.be/KiKUN4i1SeU 💸🧠 Cheap mini runs a 70B LLM 🤯 - https://youtu.be/xyKEQjUzfAk 🧪🔥 RAM torture test on Mac - https://youtu.be/l3zIwPgan7M 🍏⚡ FREE Local LLMs on Apple Silicon | FAST! - https://youtu.be/bp2eev21Qfo 🧠📉 REALITY vs Apple’s Memory Claims | vs RTX4090m - https://youtu.be/fdvzQAWXU7A ⚡💥 Thunderbolt 5 BREAKS Apple’s Upcharge - https://youtu.be/nHqrvxcRc7o 🧠🚀 INSANE Machine Learning on Neural Engine - https://youtu.be/Y2FOUg_jo7k 🧱🖥️ Mac Mini Cluster - https://youtu.be/GBR6pHZ68Ho * 🛠️ Developer productivity Playlist - https://www.youtube.com/playlist?list=PLPwbI_iIX3aQCRdFGM7j4TY_7STfv2aXX — — — — — — — — — ❤️ SUBSCRIBE TO MY YOUTUBE CHANNEL 📺 Click here to subscribe: https://www.youtube.com/@AZisk?sub_confirmation=1 Join this channel to get access to perks: https://www.youtube.com/channel/UCajiMK_CY9icRhLepS8_3ug/join — — — — — — — — — 📱LET'S CONNECT ON SOCIAL MEDIA ALEX ON TWITTER: https://twitter.com/digitalix — — — — — — — — — #dgxspark #nvidia #llm