#python#large_language_models#machine_learning_systems#natural_language_processing
Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable.
https://github.com/fla-org/flash-linear-attention
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😁P.E.D. Footlock system: Leg locks on Steroids by Dima Murovanni😁
➡️Unlock the full potential of your leg lock game with the P.E.D. Footlock System, a groundbreaking instructional by B-Team's own Dima Murovanni.
➡️Dima breaks down why the straight footlock should be the foundation of your leg lock system—showing how its mechanics, control positions, and finishing pathways translate into heel hooks, kneebars, inside sankaku, and more..
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😁Samurai Foot Sweeps & Leg Trips By Kenta Iwamoto😁
➡️Unlock the ancient foot-sweeping secrets of Japan’s samurai-era martial arts, updated for the modern mats.
➡️These are not just traditional techniques – they are refined, competition-tested entries, setups, and finishes that blend seamlessly with modern BJJ and no-gi grappling. Whether you’re looking to score in IBJJF rulesets or develop a takedown game that feels effortless, Kenta delivers the details that make the difference.
➡️In Samurai Foot Sweeps &Leg Trips, Kenta Iwamoto – a judo black belt and high-level BJJ competitor – pulls back the curtain on a hidden arsenal of off-balancing attacks that have been quietly dominating in Japan for generations.
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😁Octopus Guard 2.0 by Craig Jones😁
➡️In this updated course, Craig Jones refines the original framework with cleaner entries, stronger off-balancing, and smoother transitions to the back, legs, and top position
➡️Built specifically for modern no-gi grappling, this system thrives against aggressive passers who want to stay on their feet and smash forward.
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😁The White Monster Method by Declan Moody😁
➡️Discover a brutal, pressure-based passing system that forces your opponents into discomfort and drains their energy.
➡️In The White Monster Method, BJJ competitor Declan Moody teaches his signature north-south passing approach — built around control, weight distribution, and calculated movement that makes your opponents carry your body and burn out fast.
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😁Ninja Escapes by Kenta Iwamoto😁
➡️Unlock the secrets to flawless back escapes and turtle escapes with Ninja Escapes by Kenta Iwamoto — a masterful Brazilian Jiu-Jitsu instructional series designed to elevate your defensive game
➡️Whether you find yourself trapped in a tight back control or stuck in the turtle position, this detailed program breaks down escape techniques with precision and clarity.
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😁Under the Legs Passing Anthology by Lachlan Giles😁
➡️Master The Most Battle-Tested Guard Passing System For Beating Modern Guards – Including K-Guard, Inversions, & Leg Lock Hunters – With Lachlan Giles’ Step-By-Step Under-The-Legs Passing Blueprint
➡️This anthology breaks down every major variation of under-the-legs passing – including the double under, over-under, single under, and single under with knee pin – and shows you how to blend them together into a cohesive, unstoppable passing game.
$197😍$19.99😍
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👨💻The Nicky Ryan Blueprint
Content now available ⚠️
Updating as he releases new content
Nicky Ryan - The Nicky Ryan Blueprint
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💬BjjFanatics Instructionals
Remember to always recommend the channel ✅
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