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
newsletter.semianalysis.com
··Hacker News

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

 🔓Open Source AI  Content type: Academic
arxiv.org·

Exploiting GPU Tensor Cores from Java using Babylon

 🤖ai
inside.java·

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

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

LLM Inference Engineering Room — Part 3: The Orchestration Layer

 💬LLMs  Content type: Blog
vimal-dwarampudi.medium.com·

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

 ⚡Software Perf
openjdk.org··r/java

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

 🔓Open Source AI
t4t.eth.link··Hacker News

A system programmer’s guide to LLM inference

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

Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks

 🧠AI Research
aarushgupta.io··Lobsters, Hacker News

3-Part Series: LLM Latency in Production (Part 1)

 🤖ai
towardsai.net·

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

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

Discrete Diffusion Modelling by Estimating the Ratios of the Data Distribution

 🤖ai  Content type: News  Content type: Blog
leetarxiv.substack.com··Substack, r/programming

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

TFLite Edge Model Quantizer Snippet

 🔓Open Source AI
itsevilduck.gumroad.com··DEV

Fisher-Guided Progressive Parameter Selection for Adaptive Fine-Tuning

 🤖ai  Content type: Academic
arxiv.org·

CUDA-Oxide 0.2 Brings Early Improvements To Pure Rust CUDA Kernels

 ⚡Software Perf
phoronix.com·

From GPU to Token: The 8-Layer Observability Stack for AI Infrastructure

 ⚡Software Perf  Content type: Blog
jimmysong.io·

Running LLM Inference on Kubernetes: What It Actually Takes

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

Fine tuning classification in Elixir

 🤖ai
elixirstatus.com·

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