speculative decoding - Robuta Search

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Decoding is memory-bound: loading KV cache and model takes a long time memory-bound cases: big matrix * small matrix; vector *... speculative decoding vllm blog https://getnews.me/confu-boosts-speculative-decoding-speed-for-llms/ ConFu Boosts Speculative Decoding Speed for LLMs Mar 11, 2026 - ConFu introduces contemplate tokens and a dynamic MoE mechanism to improve speculative decoding, boosting LLM speed by 8–11% over EAGLE‑3. speculative decoding confu boosts speed llms https://learnaivisually.com/ai-explained/deepseek-v4-tree-spec-branch-isolated-compressed-state Tree speculative decoding on DeepSeek-V4 — Branch-isolated compressed state — What does it mean? |... Sep 23, 2026 - Why tree speculative decoding breaks on DeepSeek-V4 compressed attention, and how branch-isolated state and accepted-path refresh lift throughput up to 18.5%. what does it speculative decoding tree deepseek branch https://academii.co.uk/tracking-real-impact-with-xapi-and-learning-analytics/ Speculative Decoding and Inference Efficiency Mar 11, 2026 - Google published a technique called speculative decoding, which can significantly reduce inference times without compromising quality. speculative decoding inference efficiency https://fugumt.com/fugumt/paper_check/2610.01108v1 Fugu-MT 論文翻訳(概要): AgSpec: Pushing the Limits of Retrieval-Based Speculative Decoding in Coding... pushing the limits speculative decoding fugu retrieval based https://amandeepsp.github.io/blog/spec-decode/ You Could Have Come Up with Speculative Decoding Sep 9, 2026 - Learn how speculative decoding accelerates LLM inference through predictable tokens, rejection sampling, parallel verification, and GPU roofline analysis. come up with speculative decoding could https://stamatios.com/3min/2026-08-27-como-deixar-llms-ate-3x-mais-rapidas-com-speculative-decodin.html Como deixar LLMs até 3x mais rápidas com speculative decoding Aug 27, 2026 - A técnica usa um modelo menor para gerar tokens candidatos antecipadamente, avaliados de uma vez pelo modelo grande, aproveitando unidades matemáticas... speculative decoding como deixar llms mais https://proceedings.neurips.cc/paper_files/paper/2024/hash/ea1f5f0878d43ff4fb8bf64ef4a2326c-Abstract-Conference.html Sequoia: Scalable and Robust Speculative Decoding speculative decoding sequoia scalable robust https://news-factory.app/it/news/speculative-decoding-in-vllm-boosts-performance-on-amd-gpus News Factory: Speculative Decoding in vLLM Boosts Performance on AMD GPUs Researchers have explored speculative decoding in vLLM, a draft-and-verify approach for large language models, and found it can significantly improve... speculative decoding amd gpus news factory vllm https://www.msuiche.com/posts/autoresearch-sticky-refusals-free-speculative-decoding-and-the-invisible-quantisation-cliff/ Autoresearch: Sticky Refusals, Free Speculative Decoding, and the Invisible Quantisation Cliff |... Sep 3, 2026 - Follow-up to 'Abliteration Without Redistributing the Model': steering seven frontier open-weight models with runtime control vectors. Refusal is not equally... speculative decoding the invisible sticky refusals free https://krafton.ai/portfolio/tabed-test-time-adaptive-ensemble-drafting-for-robust-speculative-decoding-in-lvlms/ TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs - Krafton AI speculative decoding tabed test time adaptive https://developer.nvidia.com/blog/boost-inference-performance-up-to-15x-on-nvidia-blackwell-using-dflash-speculative-decoding/ Boost Inference Performance up to 15x on NVIDIA Blackwell Using DFlash Speculative Decoding |... Aug 6, 2026 - As AI systems move from single-turn interactions to coordinated multiagent workflows, low-latency inference becomes increasingly important. up to nvidia blackwell speculative decoding boost inference https://www.datacamp.com/ko/tutorial/speculative-decoding Speculative Decoding: A Guide With Implementation Examples | DataCamp Learn what speculative decoding is, how it works, when to use it, and how to implement it using Gemma2 models. speculative decoding guide implementation examples datacamp https://saturncloud.io/glossary/speculative-decoding/ Speculative Decoding | Saturn Cloud Aug 25, 2026 - Speculative decoding speeds up LLM inference by using a small draft model to propose several tokens ahead, then verifying them in a single pass of the large... speculative decoding saturn cloud https://research.nvidia.com/labs/nemotron/lilicorr/ LiLiCorr: Lightweight Likelihood Correlation of Parallel Drafts for Speculative Decoding - NVIDIA... Aug 25, 2026 - LiLiCorr correlates the per-position marginals of a parallel block drafter in a single network pass, turning coherence into matrix operations that parallelize... speculative decoding lightweight likelihood correlation parallel https://mtplx.com/releases/2.11.3/ MTPLX 2.11.3 release notes: exact speculative decoding, faster long context, warm agent turns Eight exactness defects fixed with tests, speculative decoding measured exact by token id on both flagship models, warm agent turns that restore the exact... release notes speculative decoding long context exact faster https://sourcescore.org/claims/6cdc7730bf41bb3d/ Speculative decoding introduced in: Leviathan, Kalman, Matias 2023 — Google Research · SourceScore Verified 2026-05-16 · 100% confidence · checked against 2 independent sources. See the primary references and how SourceScore verified this claim. speculative decoding google research introduced leviathan kalman https://al-ice.ai/posts/2026/03/vllm-cache-poisoning-cve-2026-3108/ vLLM — Speculative decoding cache poisoning (CVE-2026-3108) — al-ice.ai CVE-2026-3108: vLLM's speculative decoding implementation fails to isolate KV caches between requests, enabling cross-session data leakage. speculative decoding cache poisoning vllm cve ice https://scrollchart.com/diagram/speculative-decoding Speculative Decoding · Scrollchart A small draft model proposes tokens; the big model verifies in parallel. 2-3x throughput. Free embed for any website. Lightweight, mobile-ready, no signup. speculative decoding https://discuss.huggingface.co/t/dflash-console-windows-control-panel-for-llama-server-and-dflash-1-2-speculative-decoding/179797 DFlash Console: Windows control panel for llama-server and DFlash 1/2 speculative decoding - Show... 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