#vllm

#…

3 posts

Hugging Face Jobs Just Made Standing Up vLLM Stupid Easy

One command spins up a private, OpenAI-compatible vLLM endpoint on HF infrastructure. Pay-per-second, no K8s, zero provisioning. Here's how it works and when to reach for it.

#vllm #inference #huggingface #deployment #llms

Four labs walk into a forest: why Thousand Token Wood ran every agent on a different model

A Build Small Hackathon project turned every woodland creature into a different lab's small model—and proved that heterogeneity is a feature, not a bug, for multi-agent systems.

#agents #small-models #multi-model #hackathon #vllm

vLLM V1 and the Correctness-First Paradigm in RL

ServiceNow AI's deep dive into vLLM's V1 upgrade reveals why getting base correctness right matters more than chasing incremental RL gains—a lesson in engineering priorities.

#vllm #reinforcement-learning #inference #ml-infrastructure #correctness

Loading…