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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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BotsGram®

@botsgram_cu · Post #3295 · 12/16/2020, 12:09 PM

@SangMataInfo_bot Qué puede hacer este bot? Reenviar cualquier mensaje a este chat para ver el historial del usuario. Idioma: Inglés (visto en @BotsGram_cu) #user, #chat, #group

Oneplus 13 Updates

@OnePlus13Series · Post #346 · 11/13/2025, 03:51 PM

SunOS Project | Android 16 | Oneplus 13 ✍️ Details: - Version: bienor - Codename: #dodge - Type: #user#gapps - Released: 29/09/25 🔽 Download : ROM [ Gdrive | Mirror | SF ] // Images 🆘 Support group: Here ✨ Changelogs: Here 🌳 Source: Here | DT | sm8750 📸Screenshots: Here 💰 Donate: Here (Server) 🔖 Tags : #SunOS#AOSP#ROM#Official#A16#QPR0 ⚙️Installation: 🚨 Firmware is not included with this rom. Please flash fw on both slots to avoid potential issues ➡️ CMDs: fastboot flash init_boot init_boot.img fastboot flash boot boot.img fastboot flash recovery recovery.img fastboot flash vendor_boot vendor_boot.img fastboot -w fastboot reboot recovery ➡️Recovery: • Factory reset (wipe/format data) • ADB sideload the rom zip & Reboot 📔Note: - Clean flash is mandatory coming from SunOS A15 and make sure remove google accounts and lockscreen password to avoid frp lock - ESIM support is dropped 👤 Developer: @Chandu_078 🔔 Updates: @OnePlus13Series 💬 Discussion: @OnePlus13SeriesChatRoom

Repositorio data science

@repo_science · Post #3180 · 05/12/2023, 07:53 PM

#webScraping#Python#Scrapy 🐍 Scrapy course - Python web scraping for beginners The Scrapy #Beginners Course will teach you everything you need to learn to start scraping websites at scale using #Python Scrapy. Topics - Creating your first #Scrapy spider - #Crawling through websites & scraping data from each page - Cleaning data with Items & Item Pipelines - Saving data to CSV files, #MySQL & #Postgres#databases - Using fake #user-agents & headers to avoid getting blocked - Using #proxies to scale up your web scraping without getting banned - Deploying your #scraper to the cloud & scheduling it to run periodically 🗣️ Joe Kearney. 🔗Link 📢#youtube ⭐️ Resources ⭐️ Course Resources - Scrapy Docs - Course Guide - Course Github - The Python Scrapy Playbook ----- Main channel: @repo_science Coupons: @freecoupons_reposcience -----

BotsGram®

@botsgram_cu · Post #3290 · 12/15/2020, 11:47 AM

@RulesRulesBot Qué puede hacer este bot? Este bot saludará a los nuevos miembros con un mensaje de bienvenida, y también puede especificar un texto de reglas. Idioma: Inglés (visto en @BotsGram_cu) #rules, #welcome, #start, #group, #member, #new, #join, #enter, #message, #user