Freedom Engineering

Build systems. Reduce dependency. Increase freedom.

[Freedom Engineering @FreedEngineer]

@TheAhmadOsman crazy world, 0731 didn’t last 30 days

[Freedom Engineering @FreedEngineer]

@Tech2Wild lol

[Freedom Engineering @FreedEngineer]

@NeoAIForecast lol

[Freedom Engineering @FreedEngineer]

Apple’s M5 Ultra and NVIDIA’s DGX Spark are worth comparing, but chasing the newest AI hardware is a loser’s game. Use your current setup until it hits a real bottleneck. Upgrade only when the gain justifies the cost. I bought DGX Spark to learn—and it’s doing exactly that.

[Freedom Engineering @FreedEngineer]

@shiiba__ You can just have a Codex set up it for you, no need following instructions

[Freedom Engineering @FreedEngineer]

Each model has its own use case, with experiments on DGX Spark I understand it more

[Freedom Engineering @FreedEngineer]

@yacineMTB yes, and now what I do is trying to use it to help me in a lot of ways. the limiation is on me not ai model.

[kache @yacineMTB]

100% correct, deepseek flash is better than most human beings

[Freedom Engineering @FreedEngineer]

@Tech2Wild It will be great if it's optimized for one DGX spark.

[Freedom Engineering @FreedEngineer]

@MiaAI_lab Might change soon😜

[Freedom Engineering @FreedEngineer]

12 days ago, when I bought DGX Spark it's was 5100 USD tax included, now, 12 days later, the price is just hiked 450 USD. Crazy world.

[Freedom Engineering @FreedEngineer]

@InvestingAddict Insane. I need add 2000 USD extra for a DGX spark, the sauna seems cheap.

[Freedom Engineering @FreedEngineer]

@OskarWieckowicz You forget the skills you don't need.

[Freedom Engineering @FreedEngineer]

@jun_song you are still young

[Freedom Engineering @FreedEngineer]

first rule out grok 4.7 for Ox Alpha, since it refuses to write erotic novel.

[Freedom Engineering @FreedEngineer]

@TechMDAI With this setup, how do you cool them?

[Freedom Engineering @FreedEngineer]

@mr_r0b0t @NVIDIAAI Thank you so much.
This works great.

[Freedom Engineering @FreedEngineer]

Qwen 3.8 27B + DFlash2 on one spark is awesome, reach upto 60 tokens/s at one moment of coding.

I used this recipe
https://t.co/1ajrk0JHIn

[mr-r0b0t @mr_r0b0t]

DFlash2 K8 is live on vLLM for Qwen3.8-27B NVFP4!

1× @NVIDIAAI DGX Spark, thinking=off:
• 67.1 agg tok/s @ c1
• 279.2 agg tok/s @ c6
• 11/11 core PASS
• NIAH 3/3 @ 262K

All quality measures were within "noise", for full details see ⬇️⬇️⬇️

Repo: https://t.co/0zm4YyNuvM

[Freedom Engineering @FreedEngineer]

having deepseek (run on one DGX Spark) to set up a movie streaming service from my linux server (used to be my gaming pc). fantastic learning experience, so many different type of files need to made compatible.

[Freedom Engineering @FreedEngineer]

@yacineMTB lol, I guess all wives are the same.