vllm - Robuta Search

Digits explored Meta's Llama-4-Scout performance issues tied to third-party server deployments. Recent vLLM updates have significantly improved accuracy and...

performance improvements significant llama scout latest

https://communityinviter.com/apps/vllm-dev/join-vllm-developers-slack

Join vLLM on Slack - Community Inviter

Join vLLM on Slack. Powered by Community Inviter. You will get an invitation soon. Check your inbox.

slack community join vllm

https://thenewstack.io/inside-the-vllm-inference-server-from-prompt-to-response/

Inside the vLLM Inference Server: From Prompt to Response - The New Stack

Aug 4, 2025 - This post takes a behind-the-scenes look at vLLM to understand the end-to-end workflow, from accepting the prompt to generating the response.

inference server inside vllm prompt response

https://rocm.blogs.amd.com/software-tools-optimization/vllm-dp-vision/README.html

Accelerating Multimodal Inference in vLLM: The One-Line Optimization for Large Multimodal Models...

Learn how to optimize multimodal model inference with batch-level data parallelism for vision encoders in vLLM, achieving up to 45% throughput gains on AMD...

accelerating multimodal inference vllm one

https://northflank.com/stacks/deploy-vllm-gcp

Deploy vLLM OpenAI on GCP on Northflank — Stack Templates — Northflank

Deploy vLLM on GCP with Northflank, a high-performance serving engine for Large Language Models (LLMs).

deploy vllm openai gcp stack

https://www.anyscale.com/events/2025/06/11/ray-meetup-ray-vllm-in-action-lessons-from-pinterest-and-deepseek

[Ray Meetup] Ray + vLLM in Action: Lessons from Pinterest and Deepseek Deployments

ray meetup vllm action lessons

https://docs.letta.com/guides/server/providers/vllm/

vLLM | Letta Docs

Deploy high-performance model serving with vLLM for Letta agents.

vllm letta docs

https://docs.vllm.ai/en/stable/getting_started/installation/index.html

Installation - vLLM

installation vllm

https://rocm.blogs.amd.com/software-tools-optimization/vllm-moe-guide/README.html

The vLLM MoE Playbook: A Practical Guide to TP, DP, PP and Expert Parallelism — ROCm Blogs

Learn how to combine TP, DP, PP, and EP for MoE models. Discover proven strategies to maximize performance on your vLLM deployments.

practical guide vllm moe playbook tp

https://www.inovex.de/de/blog/llm-batch-processing-with-ray-vllm-gpu-efficiency-data-privacy/

Efficient Prompt Processing with Ray & vLLM

Nov 17, 2025 - Leveraging Ray & vLLM for GPU efficient batch processing of prompts

efficient prompt processing ray amp

https://dstack.ai/examples/inference/vllm/

vLLM - dstack

This example shows how to deploy Llama 3.1 to any cloud or on-premises environment using vLLM and dstack.

vllm dstack

https://www.forbes.com/sites/iainmartin/2025/12/22/open-source-project-with-little-revenue-in-talks-to-raise-at-least-160-million/

Open Source Project vLLM In Talks To Raise At Least $160 Million

Dec 22, 2025 - The startup behind popular Github project vLLM is out fundraising, as venture capitalists hunt for companies building tech that can make AI systems run more...

open source project vllm talks raise least

https://northflank.com/stacks/deploy-vllm-aws

Deploy vLLM OpenAI on AWS on Northflank — Stack Templates — Northflank

Deploy vLLM on AWS with Northflank, a high-performance serving engine for Large Language Models (LLMs).

deploy vllm openai aws stack

https://distilabel.argilla.io/latest/components-gallery/llms/vllm/

vLLM - Distilabel Docs

Distilabel is an AI Feedback (AIF) framework for building datasets with and for LLMs.

vllm docs

https://vllm.ai/

vLLM

vLLM is a high-throughput and memory-efficient inference and serving engine for Large Language Models (LLMs). Deploy AI models faster with state-of-the-art...

vllm

https://pyimagesearch.com/2025/09/22/setting-up-llava-bakllava-with-vllm-backend-and-api-integration/

Setting Up LLaVA/BakLLaVA with vLLM: Backend and API Integration - PyImageSearch

Sep 27, 2025 - Learn to serve LLaVA using vLLM via Python-based offline inference and OpenAI-compatible APIs — with optimized performance and GPU control.

api integration setting llava vllm backend