Topic

gpu

3 articles

Cover for Bonsai 27B on RTX PRO 6000 vs DGX Spark: what actually works
aigpuJul 16, 2026

Bonsai 27B on RTX PRO 6000 vs DGX Spark: what actually works

Real Bonsai 27B benchmarks on an RTX PRO 6000 and a DGX Spark, including the supported llama.cpp setup, ternary vs 1-bit results, and speculative decoding.

Saiyam Pathak
Saiyam Pathak · 14 min
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Cover for Slicing GPUs in Kubernetes with NVIDIA Multi-Instance GPU (MIG)
kubernetesgpuJul 15, 2026

Slicing GPUs in Kubernetes with NVIDIA Multi-Instance GPU (MIG)

GPU sharing in Kubernetes explained: time-slicing vs MPS vs MIG, every nvidia-smi command to enable and disable MIG on one GPU or eight, GPU Operator automation, pitfalls, and DCGM monitoring.

Shubham KataraSaiyam Pathak
Shubham Katara & Saiyam Pathak · 45 min
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Cover for NVCF Is Now Open Source: Inside NVIDIA's GPU Function Platform
opensourcekubernetesMay 11, 2026

NVCF Is Now Open Source: Inside NVIDIA's GPU Function Platform

NVIDIA just open-sourced the full NVCF platform under Apache 2.0. Not a thin SDK, not a client library. The actual control plane, invocation plane,…

Saiyam Pathak
Saiyam Pathak · 6 min
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