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harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 🤖AI Inference  Content type: Code
github.com··Hacker News

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

 🤖AI Inference  Content type: News

Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%

 🤖AI Inference

AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

 Hardware Acceleration  Content type: Academic
arxiv.org··Hacker News

Release TorchCodec 0.14: HDR Video Decoding for CPU & CUDA, and Fast Wav Decoder · meta-pytorch/torchcodec

 🔥PyTorch  Content type: Code
github.com··Hacker News

How we fight GPU scarcity without compromise

 🤖AI Inference  Content type: Blog
equixly.com··Hacker News

Nvidia's RTX Spark is a developer's dream, but AMD's Ryzen AI Max+ is what most people actually need for local AI

 🖥computers
xda-developers.com·

Token4Token — pay-per-token inference on Gnosis + Swarm

 🧠AI

KJLdefeated/RL.cu: RLVR training for LLM in CUDA/C++

 🔥PyTorch  Content type: Code
github.com··Hacker News

Microsoft continues its big Linux push at Build 2026

 🐧Linux
zdnet.com··Hacker News

Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script

 🤖AI Inference  Content type: Code
github.com··Hacker News

I stopped using most of Rust’s advanced features for my ML library

 🔥PyTorch  Content type: Code
github.com··r/rust

Nvidia enters PC chip market

 🖥computers
jonpeddie.com·

LLM-Based Porting of Optimized C++ to CUDA Through Deoptimization and Reoptimization

 Hardware Acceleration  Content type: Academic
arxiv.org·

ninoxAI/nightwatch: Open-source, local-first, read-only AI SRE: clusters alert storms, investigates root cause over your live systems, proposes human-gated fixes.

 🧠AI  Content type: Code
github.com··Hacker News

mirkolenz/llmhop: Tiny, stateless Go router that dispatches OpenAI-compatible requests to single-model vLLM and sglang backends with zero external dependencies

 🧠AI  Content type: Code
github.com··Hacker News

Tangram: Unlocking Non-Uniform KV Cache for Efficient Multi-turn LLM Serving

 🤖AI Inference  Content type: Academic
arxiv.org··Hacker News

zhongkaifu/TensorSharp: A C# inference engine for running large language models (LLMs) locally using GGUF model files. TensorSharp provides a console application, a web-based chatbot interface, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/Linux with full GPU capability

 💻Local LLMs  Content type: Code
github.com··Hacker News

Show HN: One-Shot Program Generation Through Direct Memory Diffusion

 🔥PyTorch  Content type: Code
github.com··Hacker News

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

 Hardware Acceleration  Content type: Academic
arxiv.org··Hacker News

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