Mimi 🇺🇸 x
91.6K posts

Mimi 🇺🇸 x
@mwhite01
“Registered Nurse 🩺 | Patriot 🇺🇸 | ‘The TRUTH will set US FREE’ (John 8:32) | Lover of freedom, family, and good laughs 😊”



We Just Implemented This And Got A Free 20% Speedup On AI! ~ Training-Free Multi-Token Prediction Makes LLMs 15–26% Faster Researchers at Qualcomm AI Research have released a breakthrough inference technique that dramatically speeds up LLMs, with zero retraining, zero extra parameters, and zero quality loss. The paper “Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing” shows how to predict multiple future tokens in parallel by dynamically probing the model’s own embedding space with smart “mask tokens.” Speedup Highlights • 15–19% higher throughput on LLaMA3.1-8B, Qwen3, and similar models • Up to 26% throughput gains with simple optimizations • Example: 38.9 → 40.5+ tokens/second on LLaMA3.1-8B • Up to 40% fewer model forward passes It’s completely plug-and-play and works on any frozen autoregressive LLM while producing identical outputs to standard decoding. Beats other training-free baselines (Lookahead Decoding, Prompt Lookup) by 24% in acceptance rate and throughput • Up to 40% fewer model forward passes • Lossless identical outputs to normal decoding • Ideal when you want faster LLMs today with zero extra cost or complexity Perfect for local AI, edge devices, mobile apps, real-time chat, and slashing cloud inference costs. We are running it now on all models and absolutely increased JouleWork outputs. • PDF: arxiv.org/pdf/2603.17942…


After last nights and the constant doxxing attempts and threats from people who want to attack me largely due to politicians and leftist hate filled rhetoric as I expose billion dollar fraud schemes stealing from taxpayers I’ve decided it’s time to raise money for security cost once again unfortunately You can donate here: blacklineguardianfund.com If you cannot donate no pressure whatsoever, please like and share this so it can get in the eyes of those that can. God bless, Nick

@bourne_beth2345 @ucdavis People trying to dox me in real time Expose fraud and have you life threatened 24/7 “Run him out of town” for what? Exposing fraud? This is what happens when leftist paint you as a villain for doing something good for the country. Fraudsters always complain the loudest.



















