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Source channel @githubtrending · Post #15141 · Sep 13

#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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Sticker~🇭🇰

@sticker_freehk · Post #36 · 04/11/2022, 03:50 PM

スパイファミリー (#A13) Spy x Family https://t.me/addstickers/SpyxFamily_Sticker

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Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #11 · 11/09/2023, 03:38 AM

¡New build available! #A13#CLO#diting Code Name:diting Device:Xiaomi 12T Pro File Name:xperience-17.1.0-20231007-NIGHTLY-diting.zip File Size:3.1G MD5SUM:a8cf9c327fadb27d55a2720b92f060aa Downloads: SourceForge | Pling Maintainer:@TeamMEX_XDA (Kισżż) Changelog: - System: Update translations - System: Performance improvements - System: hotfix fixup fod - System: Final A13 Notes: Probably APTX adaptive broken If you like this project and have found it useful please consider supporting us by making a donation via PayPal. Donate PayPal

Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #14 · 11/10/2023, 01:58 AM

#crDroid#Unofficial#diting#A13 Crdroid 9.10 UNOFFICIAL | Android 13 Updated: 05-11-2023 ▪️Download ▪️Support Changelog: • Initial Vendor OSS Build Credits: Thanks to @TeamMEX_XDA for providing dt By@Mohammadnt96 Follow@xiaomi_12tpro_updates Join@xiaomi_12tpro_chat

Xiaomi 12T Pro | K50U | Updates

@xiaomi_12tpro_updates · Post #35 · 12/01/2023, 03:45 PM

#HavocOs#Unofficial#Diting#A13 Havoc OS 6.0 | Android 13 Updated: 2023-12-1 ▪️Download ▪️Support ▪️Screenshots Changelogs: •initial build By@TeamMEX_XDA Follow@xiaomi_12tpro_updates Join@xiaomi_12tpro_chat

Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #199 · 11/30/2023, 02:07 PM

arter97 Kernel | A13 | Nothing Phone (2) 📝 Details: - Version: r1 (#A13 supported) - Type: #Kernel - Status: #Stable - Codename: #Pong - Released: 30/11/23 ⬇️ Download: Normal & KSU Version 🎙 Support Group: Here 🏛 XDA Thread : Here (for more info and older changelogs) 🏷Tags : #Stock#Kernel#arter97#T ✨Changelogs: (r1) - First stable release - Switched to LLVM 17.0.6 compiler - LA.VENDOR.1.0.r2-07200-WAIPIO.QSSI13.0 merged - LRNG v52 random driver added (improves RNG performance by 30%) ✍️ Note: - Android 14 (NOS 2.5) is not supported! 👤 Maintainer : @arter97 🔔 Updates : @NothingPhone2Updates 🐙 Chat : @NothingPhone2