Updates on Vllm

Every AI story we track on Vllm: 19 stories so far, each summarized in our own words and linked to the publisher that reported it.

Pulled from 125 sources

This week

Machine Learning5 min read

Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets

MarkTechPost

Push-based KV transfer to improve TTFT and TPOT for disaggregated inference in vLLM

AWS Blog
Machine Learning10 min read

Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM

AWS Blog

This month

Cybersecurity4 min read

Unpatched Critical LMCache Flaw Lets Unauthenticated Attackers Run Code Remotely

The Hacker News
Chips & Compute5 min read

Prime Inference 📈, agent population 📈, Claude academy 🎓

Covered by 2 sources

Deploying Qwen3.8-2.4T-A95B on Amazon SageMaker HyperPod with vLLM

AWS Blog

LLMPanel Deploy vLLM to RunPod or Vast.ai Without Kubernetes

Hacker News
Agents10 min read

Operationalizing agentic AI: The Day 0-2 blueprint for enterprise infrastructure

Hacker News
Machine Learning4 min read

NVIDIA AI Releases Molt: A PyTorch-Native Agentic Reinforcement Learning Framework

MarkTechPost
Dev7 min read

Why we write our own C and C++ inference engines

Hacker News
Dev3 min read

Netflix Details its In-House LLM Serving Platform with Triton and vLLM

InfoQ (AI, ML & Data)
Dev15 min read

Disaggregated prefill and decode for LLM inference on SageMaker HyperPod

AWS Blog
Machine Learning5 min read

Native-speed vLLM transformers modeling backend

Hugging Face

Build real-time voice applications with Amazon SageMaker AI and vLLM

AWS Blog

vLLM V0 to V1: Correctness Before Corrections in RL

Hugging Face

Accelerating decode-heavy LLM inference with speculative decoding on AWS Trainium and vLLM

AWS Blog

P-EAGLE: Faster LLM inference with Parallel Speculative Decoding in vLLM

AWS Blog

Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

AWS Blog
That's everything we have on Vllm right now