ML Engineering

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

 🤖ai  Content type: Code
github.com··Hacker News

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

 🤖ai  Content type: News

UniSVQ: 2-bit Unified Scalar-Vector Quantization

 🤖ai  Content type: Academic
arxiv.org·

AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support

 🔓Open Source AI
phoronix.com·

2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP

 🔓Open Source AI  Content type: Blog
dnhkng.github.io·

Exploiting GPU Tensor Cores from Java using Babylon

 🤖ai
inside.java·

LLM Inference Engineering Room — Part 3: The Orchestration Layer

 💬LLMs  Content type: Blog

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

 Software Perf

Exploiting GPU Tensor Cores from Java using Babylon [Juan Fumero]

 Software Perf
openjdk.org··r/java

The Inference Alpha: Maximizing Frontier Models on AMD

 🔓Open Source AI  Content type: Blog
digitalocean.com·

A system programmer’s guide to LLM inference

 🔓Open Source AI  Content type: Blog

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

 🔓Open Source AI  Content type: News  Content type: Blog
blog.google··Hacker News

DiffusionGemma: The Developer Guide- Google Developers Blog

 🤖ai  Content type: Blog

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🤖ai  Content type: Blog
blogs.nvidia.com·

Framework Desktop AMD 395+ (rdna 3.5) cannot run confyui err Fix 2026

 🤖ai  Content type: Blog
runaihome.com··DEV

Re-quantizing a local LLM 14x faster by skipping the tensors that didn't change

 🔓Open Source AI  Content type: News  Content type: Blog

Running LLM Inference on Kubernetes: What It Actually Takes

 🔓Open Source AI  Content type: Blog
fairwinds.com·

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation

 💬LLMs  Content type: Academic
arxiv.org·

Qwen 3.6 27B AutoRound GGUF, need your feedback

 🔓Open Source AI

TFLite Edge Model Quantizer Snippet

 🔓Open Source AI

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