Inference

LLM inference, vLLM, TensorRT, model serving, inference optimization

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Scoured 93 posts in 8.3 ms

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

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

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

 🧠LLMs  Content type: News

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

 🧠LLMs
zozo123.github.io··Hacker News

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation

 🤖AI Engineering  Content type: Academic
arxiv.org·

A system programmer’s guide to LLM inference

 🤖AI Engineering  Content type: Blog

PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference

 🧠Memory Management  Content type: Blog
medium.com
·

NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI

 🧠LLMs  Content type: Blog
blogs.nvidia.com·

How we fight GPU scarcity without compromise

 🧠LLMs  Content type: Blog
equixly.com··Hacker News

Qwen 3.6 27B AutoRound GGUF, need your feedback

 🧠LLMs

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

 🧠LLMs
phoronix.com··r/artificial

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

 🤖AI Engineering  Content type: News  Content type: Blog
blog.google··Hacker News

DiffusionGemma: The Developer Guide- Google Developers Blog

 🧠LLMs  Content type: Blog

Machinic Psychopharmacology: Do LLMs Self-Medicate?

 🤖AI Engineering
lesswrong.com··Hacker News

China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)

 🧠LLMs  Content type: News
decrypt.co··Hacker News

Making LLMs faster and more efficient across multiple languages

 🤖AI Engineering
techxplore.com·

AI Serving Platform That Adapts to Your Model

 🔧MLOps  Content type: Blog
databricks.com·

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

 🤖AI Engineering

Xiaomi MiMo-V2.5-Pro Just Hit 1,000 Tokens Per Second!

 🤖AI Engineering
gizchina.com·

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better

 🤖AI Engineering  Content type: News  Content type: Blog

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

 🧠LLMs

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