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Introducing the Atlas Inference Server and Engine
DGX Spark / GB10 Projects
Why Turboquant saves DGX twice
DGX Spark / GB10
vLLM 0.17.0 MXFP4 Patches for DGX Spark: Qwen3.5-35B-A3B 70 tok/s, gpt-oss-120b 80 tok/s (TP=2)
DGX Spark / GB10
595 release feedback & discussion
Linux
Should we as a community gofundme one Spark for Eugr’s nightly builds?
DGX Spark / GB10
Why 200 tok/s is new normal? — TP=2 Does Scale After All
DGX Spark / GB10 Projects
NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4
DGX Spark / GB10
Qwen3.5-397B-A17B run in dual spark! but I have a concern
DGX Spark / GB10
NemoClaw on Spark
DGX Spark / GB10
Does Qwen3.5-35B-A3B on GB10 leave a lot of performance on the table?
DGX Spark / GB10
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Recent topics
Question about CPU thread scaling and control in Parabricks
Parabricks
Is there a pytorch 2.11 WHL for Orin NX / Jetpack 6.2.1 / CUDA 12.6?
Jetson Orin Nano
Optix anyhit global buffer writes not visible to subsequent reads
OptiX
mosaic-G5 RTK GNSS (USB-only M.2 Key E module)
Jetson Orin NX
Need manual phone verification for NIM API
Access/Accounts
Marlin Fix: NVFP4 Actually Works on SM121 (DGX Spark)
DGX Spark / GB10 Projects
SU(7) Phase-Lattice Engine: Vector Resonance Model for High-Performance Multi-Layer Processing
CUDA Programming and Performance
Profiling failed because a driver resource was unavailable
Nsight Compute
UEFI Firmware Update failing
DGX Spark / GB10
No Update on NVIDIA Inception Application (Applied on March 6, 2026)
Amazon Web Services (AWS)
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