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Tag: vLLM

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
3 days ago
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
4 days ago
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
vLLM-Omni multimodal AI framework
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
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