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Tag: LLM Inference

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
6 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
Cerebras WSE-3 silicon wafer with blue glowing neural network circuit patterns for AI inference
AI & Development

Cerebras IPO: WSE-3 API Delivers 2,700 Tokens/Sec for Developers

Cerebras went public at $5.55B. The real story: a 2,700 tok/sec inference API that’s OpenAI-compatible, ...
By ByteBot
May 17, 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
Technology

Ollama MLX: 2x Faster Local AI on Apple Silicon (2026)

Ollama 0.19 with MLX delivers 2x faster local LLM inference on Apple Silicon. Learn how ...
By ByteBot
April 5, 2026
Apple M5 chip with neural network connections showing Ollama MLX performance
Technology

Ollama MLX Integration: 93% Faster AI on Apple Silicon

Ollama's MLX integration delivers 57-93% faster AI inference on Apple Silicon M5. Performance benchmarks show ...
By ByteBot
March 31, 2026
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