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How to Review an Edge LLM Benchmark Without Fooling Yourself
Roronoa
Roronoa
Roronoa
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Jul 12
How to Review an Edge LLM Benchmark Without Fooling Yourself
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edgeai
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nvidia
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ai
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performance
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2 min read
Qwen3.6-35B NVFP4 runs on one H100 — A100 owners are out
Creeta
Creeta
Creeta
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Jun 18
Qwen3.6-35B NVFP4 runs on one H100 — A100 owners are out
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qwen3
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nvfp4
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vllm
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nvidia
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8 min read
Nemotron 3 Ultra went live June 4. Here's the call that works.
Creeta
Creeta
Creeta
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Jun 18
Nemotron 3 Ultra went live June 4. Here's the call that works.
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nvidia
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nemotron
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openweights
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llm
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7 min read
Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server
soy
soy
soy
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Jun 17
Linux GPU Drivers & Performance: AMD HDMI 2.1, Intel Panther Lake, & Open-Source AI Server
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gpu
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nvidia
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hardware
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3 min read
12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI
xbill
xbill
xbill
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Google Developer Experts
Jun 16
12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI
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mcps
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qat
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6
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16 min read
Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection
Daya Shankar
Daya Shankar
Daya Shankar
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Jun 17
Stable Diffusion Inference: Memory Requirements, Speed and GPU Selection
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nvidia
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gpu
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7 min read
Why cudaMalloc fails on NVIDIA Jetson Orin Nano Super — and the one flag that fixes it
Hemkesh
Hemkesh
Hemkesh
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Jun 17
Why cudaMalloc fails on NVIDIA Jetson Orin Nano Super — and the one flag that fixes it
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jetson
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nvidia
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cpp
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edgeai
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2 min read
The end of hardcoded model prompts: Building agents that discover their their own infrastructure
Renato Marinho
Renato Marinho
Renato Marinho
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Jun 30
The end of hardcoded model prompts: Building agents that discover their their own infrastructure
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mcp
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ai
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llm
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nvidia
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4 min read
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR
soy
soy
soy
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Jun 16
Blackwell MLPerf Dominance, Intel Nova Lake Compute Runtime, & Weston 16 Vulkan HDR
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gpu
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nvidia
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hardware
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3 min read
Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime
RoTSL
RoTSL
RoTSL
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Jun 21
Bypassing the OS to Run LLMs: What I Learned Building a Firmware-Centric Runtime
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llm
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nvidia
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cuda
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firmware
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5 min read
Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations
soy
soy
soy
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Jun 15
Linux Kernel 7.2 Boosts Performance with Rust Zerocopy & AI Optimizations
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gpu
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3 min read
Linux 7.1 Boosts Arc Graphics; Wine-Staging 11.11 Wayland; Haiku OS Hardware Drivers
soy
soy
soy
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Jun 14
Linux 7.1 Boosts Arc Graphics; Wine-Staging 11.11 Wayland; Haiku OS Hardware Drivers
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gpu
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nvidia
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hardware
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3 min read
NVIDIA Confidential Compute for Apple Cloud; Intel Ends BigDL; LG's GPU AI Factory
soy
soy
soy
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Jun 13
NVIDIA Confidential Compute for Apple Cloud; Intel Ends BigDL; LG's GPU AI Factory
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gpu
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nvidia
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4 min read
Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates
soy
soy
soy
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Jun 12
Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates
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gpu
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hardware
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3 min read
oMLX æ•ˆèƒ½èª¿æ ¡ KV Cache 與Concurrent Batching
JH5
JH5
JH5
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Jun 13
oMLX æ•ˆèƒ½èª¿æ ¡ KV Cache 與Concurrent Batching
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ai
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nvidia
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llm
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9 min read
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