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16x DGX Sparks - What should I run?

BACKGROUND
9 SIGNALSFIRST DETECTED 29 April 2026
Narrative synthesis pending — 9 signals collected.
How the story developed
20 Oct
2x R9700 layer split side effect
OPINION · WHAT · LocalLLaMA
1.3
18 Oct
My 5070 ti/3070 Chimera build.
OPINION · WHAT · LocalLLaMA
1.6
15 Oct
Chicken-coop shed AI PC
OPINION · WHAT · LocalLLaMA
1.0
5 Oct
Update to my current rig
OPINION · WHAT · LocalLLaMA
0.8
18 Sept
Migrating from a R640 with passive cards
OPINION · WHAT · LocalLLaMA
2 Aug
Setting up of a 16xGB10 (DGX Spark) cluster
OPINION · WHAT · LocalLLaMA
29 Apr
16x DGX Sparks - What should I run?
OPINION · WHAT · LocalLLaMA
3.4
Other feeds and industry voices
15 May
I have (even faster) DeepSeek V4 Pro at home

<!-- SC_OFF --><div class="md"><p>Few days ago I posted about my <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t94ito/i_have_deepseek_v4_pro_at_home/">DeepSeek V4 Pro</a>

OPINION · WHEN · LocalLLaMAOPEN STORY
1 Apr
5950x + ASrock 570m PRO 4 = fully headless vLLM box

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sa060l/5950x_asrock_570m_pro_4_fully_headless_vllm_box/"> <img alt="5950x + ASrock 570m PRO 4 = fully

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
X13 + Dual Xeon Silver 4415 + 1 TB RAM + 4 x nVidia A100's + Qwen3-235B-A22B

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s6g67w/x13_dual_xeon_silver_4415_1_tb_ram_4_x_nvidia/"> <img alt="X13 + Dual Xeon Silver 4415 + 1 TB RAM +

OPINION · WHAT · LocalLLaMAOPEN STORY
20 Oct
Geezuz kernel: Qwen3.8-27B at 190 tok/s (620~ tok/s at 8 requests) on two 3090s

<!-- SC_OFF --><div class="md"><p><strong>Geezuz, its fast!</strong></p> <p>Qwen3.8-27B, two RTX 3090s power-limited to 280 W, plain PCIe, no NVLink, at 0 Context:<br /> (tests

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
9700 pro users, undervolting nets crazy clocks

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t6d9la/9700_pro_users_undervolting_nets_crazy_clocks/"> <img alt="9700 pro users, undervolting nets crazy

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
Need help with the logistics of two BIG 3090s in the same case.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s748ho/need_help_with_the_logistics_of_two_big_3090s_in/"> <img alt="Need help with the logistics of two

OPINION · WHAT · LocalLLaMAOPEN STORY
12 May
Local LLM autocomplete + agentic coding on a single 16GB GPU + 64GB RAM

<!-- SC_OFF --><div class="md"><p>Today I set up a full coding toolbox on a single RTX 5080 (with RAM offloading) that's actually viable.</p> <p><strong>Autocomplete</strong>:

OPINION · WHEN · LocalLLaMAOPEN STORY
8 May
"Hardware is the only moat" - Should we buy new hardware now or wait?

<!-- SC_OFF --><div class="md"><p>&quot;Hardware is the only moat&quot;.</p> <p>I read that quote yesterday, and at first, I thought it was just another person trying to sound

OPINION · WHEN · LocalLLaMAOPEN STORY
Sources
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