#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
🇧🇩#Bangladesh – Il National Citizen Party (#NCP), fondato dagli studenti Gen Z che hanno portato alla caduta dell’ex premier Sheikh #Hasina, si coalizzerà con i partiti islamisti in vista delle elezioni di febbraio. Diversi dirigenti e candidati riformisti si sono dimessi in seguito alla decisione che potrebbe portare il clero islamico al governo.
@UltimoraPolitics24
News: Former #Sudan PM Hamdok says Islamist factions major obstacle to ending war
Abdalla Hamdok, Former Sudanese Prime Minister and head of the Somoud civilian coalition, has said Islamist factions linked to Sudan’s former ruling party are among the main obstacles to ending the country’s nearly three-year civil war, according to a report by Abu Dhabi-based newspaper The National.
Speaking to the newspaper on the sidelines of the 39th African Union summit in #Addis_Abeba, Hamdok said Islamist groups and the National Congress Party (#NCP) — the political party of ousted president Omar Al Bashir — remains key actors resisting peace initiatives and efforts to reach a broader national consensus.
He also criticized Sudan’s army chief, Gen Abdel Fattah #Al_Burhan, for insisting on a military solution to defeat the rival Rapid Support Forces (#RSF). Al Burhan has publicly ruled out peace....
https://web.facebook.com/AddisstandardEng/posts/pfbid02qycixQfoRJLo5F9EWtxgsymfNbxMqUa9D4Qquz6X3DjfUBUFxig1b3xTGb3MzEHHl
🇧🇩#Bangladesh – Oggi oltre 120 milioni di cittadini sono stati chiamati alle urne per rinnovare i 350 seggi del Parlamento, le prime elezioni dopo la deposizione della premier Sheikh #Hasina e la messa al bando della Lega Awami. Si sono sfidati il Partito Nazionalista Bengalese (#BNP) di Tarique #Rahman (rientrato dall’esilio a Londra dopo 17 anni), di centro-destra, per la liberalizzazione dell’economia, vicino alla classe media e all’esercito, e la coalizione guidata dal partito islamista Jamaat-e-Islami (#Jamaat) di Shafiqur #Rahman, che punta a introdurre la sharia nel Paese. La coalizione include il Partito Nazionale dei Cittadini (#NCP), fondato dai leader delle proteste studentesche, ma l’alleanza con gli islamisti è stata fortemente contestata da donne, laici e minoranza indù che avevano sostenuto le proteste. Risultati nelle prossime ore.
@UltimoraPolitics24