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BlackwellBoy

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@Blackwellboy

the rig in the garage doesn't refuse. I publish the benches and the failures.
1208 GB · 5090s · Sparks · Mac Mini
blackwellboy.github.io Joined October 2012
2.4K Following 4.8K Followers 15K Posts

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BlackwellBoy Verified account @Blackwellboy
Here is our new quantization of a 3-trillion parameter model.

Yes it runs on your 12GB GPU!!!

(Disclaimer: Also requires 1TB of DDR50 RAM, a direct liquid nitrogen line from the local hospital, and a prayer to the tech gods. Side effects include 0.5 tokens per year and your motherboard physically melting.)
28 replies 35 reposts 903 likes 25K views View on X
BlackwellBoy Verified account @Blackwellboy
Really don’t care what @JensenHuang did.

Your GPUs were central to my childhood.

From LAN parties, to internet cafe all nighters, to finally saving up enough to build my very own first rig.

Seeing those iconic 3D renders of the front of my GPU boxes..

Slotting in a new card just so I could run above 15fps

The distinct whir of a single slot blower fan spinning up to 100% when you launched a game

Booting up CS 1.6 half life 2, world of Warcraft , Warcraft 3 custom maps with the boys.

Treating crysis as the ultimate stress test to see if your new rig would survive or catch fire

Staring at dual GPU setups in magazines and dreaming about the day I could bridge my first two cards

Thank you for powering the BEST memories of my life @nvidia
8 replies 14 reposts 264 likes 74K views View on X
BlackwellBoy Verified account @Blackwellboy
Blackfold is my Uncensored DeepSeek v4.1 1017 TP2 recipe and daily driver.

It’s not just your standard DS It was built for me. I wanted reliable, I wanted fast, I wanted capable, I wanted uncensored.

But I also didn’t want to waste $40,000 worth of hardware when you can get similar performance out of two Sparks.

So I put it in a neat little box packaged and gift wrapped for you. Enjoy.

github.com/Blackwellboy/D…
github.com GitHub - Blackwellboy/DeepSeek-V4.1-Flash-1017-BLACKFOLD-TP2: Uncensored DeepSeek-V4.1-Flash-1017... Uncensored DeepSeek-V4.1-Flash-1017 on 2x DGX Spark: refusals 94 to 6, same answers as DeepSeek's API, 2,008 tok/s prefill at 128K, 113 tok/s code decode. TensorFold native, 3 engine patche...
8 replies 11 reposts 93 likes 4.8K views View on X
BlackwellBoy Verified account @Blackwellboy
🚨 HUGE UPDATES to BLACKFOLD DeepSeek 🚨

Uncensored, tuned hard on two DGX Sparks.

A short request used to wait 25.84 s behind a 64K prompt. Now it starts in 0.86 s.

⚡ Faster decode
🔓 Near-zero refusals
🛠️ Rock-solid tool calls
🧊 Less heat, fewer crashes

Receipts 👇