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Tag: vLLM

Visualization of MiniMax M3 open-weight model running locally on GPU hardware with neural network patterns

AI & Development

MiniMax M3 Open Weights Are Live: Run It Locally Now

MiniMax M3 weights are on Hugging Face today. Run the 1M-context frontier model locally with ...

By ByteBot

June 11, 2026

Laptop with blue neural network visualization representing Gemma 4 12B encoder-free multimodal AI running locally

AI & Development

Gemma 4 12B: Run a Frontier Multimodal Model Locally

Google's Gemma 4 12B runs text, images, audio, and video on a 16GB GPU via ...

By ByteBot

June 10, 2026

Abstract visualization of llm-d distributed Kubernetes pods routing LLM inference requests with KV-cache-aware scheduling

News

llm-d 0.7: Kubernetes LLM Inference That Cuts GPU Waste

llm-d 0.7 is now a CNCF Sandbox project with AWS and Google behind it. Here's ...

By ByteBot

June 1, 2026

AMD Ryzen AI Max PRO 400 mini PC with neural network visualization for local LLM inference

AI & Development

AMD Ryzen AI Max PRO 400: Run 300B LLMs on a Single Machine

AMD's Ryzen AI Max PRO 400 brings 192GB unified memory and 160GB VRAM to x86 ...

By ByteBot

May 27, 2026

Data visualization chart showing EAGLE 3.1 throughput improvements over EAGLE 3 in LLM inference benchmarks

News

EAGLE 3.1 Fixes LLM Inference Drift: 2× Faster Today

EAGLE 3.1 ships today: 2.03× throughput gains and a fix for attention drift, the instability ...

By ByteBot

May 26, 2026

vLLM v0.21.0 featured image showing GPU memory blocks and speculative decoding pipeline with blue and white tech visualization

AI & Development

vLLM v0.21.0: Spec Decode for Reasoning Models — Upgrade Now

vLLM v0.21.0 ships thinking-budget-aware speculative decoding, KV offload + HMA integration, and a Blackwell MLA ...

By ByteBot

May 22, 2026

Abstract visualization showing 40x GPU inference cold start improvement with gradient waves and performance chart elements

News

GPU Inference Cold Starts Cut 40x—Here’s the Stack

Modal cut GPU inference cold starts from 2,000 seconds to 50 seconds with four compounding ...

By ByteBot

May 19, 2026

Neural network diagram showing Gemma 4 multi-token prediction speculative decoding architecture with parallel inference paths

AI & Development

Gemma 4 MTP: How Google’s 3x Inference Boost Works

Google released Multi-Token Prediction drafters for Gemma 4 on May 5, delivering up to 3x ...

By ByteBot

May 15, 2026

Open Source

vLLM-Omni: Production Multimodal AI Serving Goes Open Source

The Multimodal Infrastructure Gap Multimodal AI applications—voice assistants, vision agents, systems combining text with images ...

By ByteBot

March 26, 2026

Tag: vLLM

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