Speculative Decoding

Deep dive into LLM inference acceleration using Speculative Decoding and EAGLE-3 dynamic trees, covering mathematical distribution proofs, architecture evolution, and production vLLM/SGLang configurations.

A deep technical analysis of implementing Speculative Decoding in vLLM on AMD ROCm GPUs, covering hardware execution dynamics, benchmark comparisons, code implementations, and optimization strategies for high-throughput LLM serving.

An in-depth technical deep dive into Meta's Muse Glimmer 30B model, exploring its dense architecture, DFlash speculative decoding, and how it stacks up against Qwen and Gemma in agentic benchmarks.

A deep dive into deploying DeepSeek-V4-Flash-DSpark on GPUStack using 8x H20 GPUs, achieving a 2x throughput increase via advanced speculative decoding techniques.

Google unveils Gemini 3, a revolutionary model featuring native cross-modal understanding, MTP-Drafter speed boosts, and elite coding capabilities that challenge the current LLM landscape.

An in-depth technical exploration of speculative decoding, its mathematical foundations, modern variants like EAGLE, and practical implementation strategies for low-latency LLM serving.

Deep dive into Speculative Decoding: the technique that boosts LLM inference speeds by 2-4x without compromising model quality or weights.