AI Pulse by Inblix

Topic: vLLM

7 articles

Explore our coverage of vLLM — 7 curated articles, summaries, and related resources from the Inblix archive.

Hugging Face transformers now runs at native vLLM speed with zero porting — Inblix summary
Research

Hugging Face transformers now runs at native vLLM speed with zero porting

Hugging Face Blog · Jul 8, 2026 · 2 min read

The wall between using a model in Hugging Face transformers and deploying it at top speed in vLLM just crumbled. A new...

Stand Up a Private vLLM Server on HF Jobs With a Single Docker-Style Command — Inblix summary
Research

Stand Up a Private vLLM Server on HF Jobs With a Single Docker-Style Command

Hugging Face Blog · Jun 26, 2026 · 2 min read

Hugging Face just made spinning up a private, GPU-backed vLLM server so simple it feels like a cheat code. If you've ev...

Four V1 bugs nearly sank our RL training — here’s what vLLM 0.18.1 actually fixed — Inblix summary
Research

Four V1 bugs nearly sank our RL training — here’s what vLLM 0.18.1 actually fixed

Hugging Face Blog · May 6, 2026 · 2 min read

Nobody should have to debug a reinforcement learning pipeline by staring at a clip-rate chart that looks like a heart a...

vLLM's long prompts silently choke fast token generation for everyone — Inblix summary
Research

vLLM's long prompts silently choke fast token generation for everyone

Hugging Face Blog · Jun 12, 2025 · 2 min read

Here's a headache every LLM inference engineer knows too well: a single user with a massive prompt can bring response t...

TRL v0.18.0 lets you train and serve LLMs on the same GPUs, cutting idle time — Inblix summary
Research

TRL v0.18.0 lets you train and serve LLMs on the same GPUs, cutting idle time

Hugging Face Blog · Jun 3, 2025 · 2 min read

The latest release of Hugging Face's Transformer Reinforcement Learning (TRL) library, v0.18.0, solves a maddening inef...

Transformers hits 300+ architectures as Hugging Face pushes for total AI ecosystem dominance — Inblix summary
Research

Transformers hits 300+ architectures as Hugging Face pushes for total AI ecosystem dominance

Hugging Face Blog · May 15, 2025 · 2 min read

The Transformers library isn't just growing. It's quietly becoming the central nervous system for the entire machine le...

How TNG Broke vLLM’s FIFO Queue to Stop Power Users from Hogging GPUs — Inblix summary
Research

How TNG Broke vLLM’s FIFO Queue to Stop Power Users from Hogging GPUs

Hugging Face Blog · Apr 2, 2025 · 3 min read

If you’ve ever waited for a GPU while a single user floods an inference engine with hundreds of requests, you know the...