Model Efficiency

⚡ Model Efficiency

Inference Optimization, VRAM Calculation, Performance Tuning, Resource Management

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Scoured 47 posts in 9.3 ms

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

 🤖AI  Content type: Code
github.com··Hacker News, r/LLM

Anatomy of a high-performance EP kernel

 ⚡LLM Optimization  Content type: Blog
fergusfinn.com··Hacker News

Apple WWDC On-Device AI Deep Dive - Google Docs

 🤖AI
gist.is··Hacker News

Two Leaps to 1000 Tokens/s on a 1T-Parameter Model: On Inference Systems, Execution Boundaries, and Co-Design

 ⚡LLM Optimization  Content type: Blog
tilert.ai··Hacker News

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

 ⚡LLM Optimization
vettedconsumer.com··Hacker News

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

 ⚡LLM Optimization  Content type: Academic
arxiv.org··Hacker News

Running Qwen 35B MoE at 450k Context on a Single 32GB GPU

 ⚡LLM Optimization
local-llm.utop.workers.dev··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

How we fight GPU scarcity without compromise

 ⚡LLM Optimization  Content type: Blog
equixly.com··Hacker News

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

 🤖AI  Content type: News
decrypt.co··Hacker News

Linux latency measurements and compositor tuning

 🛠️Developer Tools  Content type: Blog
farnoy.dev··Lobsters, Hacker News, Hacker News, r/linux_gaming

DiffusionGemma: 4x Faster Text Generation

 🤖AI  Content type: News  Content type: Blog
blog.google··Hacker News, r/LocalLLaMA, r/singularity

"North Mini Code"; open weights, 30B param, Canadian coding model

 🤖AI  Content type: Blog
cohere.com··Hacker News, Hacker News

How to Measure Time To First Token (TTFT) in AI Systems

 ⚡LLM Optimization
qainsights.com··Hacker News

Making a Vintage LLM from Scratch

 🤖AI
crlf.link··Hacker News

MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 TPS

 ⚡LLM Optimization  Content type: Blog
mimo.xiaomi.com··Hacker News, r/LocalLLaMA

Create Your Own Programming Language with Rust

 💻Tech
createlang.rs··Hacker News

Luce Spark: a 35B MoE on a 16 GB GPU, without the offload tax

 ⚡LLM Optimization  Content type: Blog
lucebox.com··Hacker News

Making Local LLM Fast

 ✍️Prompt Engineering
bogdan.nimblex.net··Hacker News

The economics of speculative decoding

 ⚡LLM Optimization  Content type: Blog
fergusfinn.com··Hacker News

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