#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
#DCR/USDT analysis :
#DCR is currently exhibiting bearish momentum, trading below its 200 Exponential Moving Average (EMA). The price is currently testing a resistance zone, suggesting a potential reversal and further decline.
TF : 4H
Entry : $12.17
Target : $10.00
SL : $13.26
#DCR/USDT analysis -
#DCR shows a rejection from the resistance zone after establishing a lower low. There is an anticipation of further decline from this point with a potential retest of the previous low. For a short entry, wait for a pullback to the resistance zone.
TF : 1h
Entry : $13.11
Target : $11.35
SL : $13.66
#DCR result
1st target achieved in just 45 Minutes ✅
One more huge quick profit 5.6%🤑💰🤑
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#Italia🇮🇹
#Regionali
#Veneto
❗️Alberto #Stefani (#LSP|PfE; sostenuto anche da #FdI|ECR, #FI|PPE, #NM|PPE, #UdC|PPE, #PdF|Destra cristiana, #PRI|Centro, #DCR|Centro, #LVR|Autonomisti, liste minori e civici) è stato eletto Presidente della Giunta regionale del Veneto.
@TuttoElezioni
#Italia🇮🇹
#Comunali
#Massafra
A Massafra (Taranto) sono 3 i candidati.
Il centrodestra corre con Emanuele #Fisicaro, sostenuto da Fratelli d'Italia (#FdI|ECR), Forza Italia (#FI|PPE), Lega (#LSP|PfE), Democrazia Cristiana con #Rotondi (#DCR|Cristiano-democratici) e da una lista civica.
Il Movimento 5 Stelle (#M5S|LEFT) appoggia Giuseppe Antonio #Losavio insieme ad altre 6 liste.
È candidata anche Giancarla #Zaccaro, sostenuta dall'Unione di Centro (#UdC|PPE) e da 4 liste.
@TuttoElezioni
#Italia🇮🇹
#Regionali
#Veneto
Risultati parziali.
Sezioni scrutinate: 2.590/4.729 (54,77%).
🟦 Alberto #Stefani (#LSP|PfE; sostenuto anche da #FdI|ECR, #FI|PPE, #NM|PPE, #UdC|PPE, #PdF|Destra cristiana, #PRI|Centro, #DCR|Centro, #LVR|Autonomisti, liste minori e civici): 63,87%
🟧 Giovanni #Manildo (#PD|S&D; sostenuto anche da #M5S|LEFT, #AVS|G/EFA|LEFT, #IV|RE, #Az|RE, #PiùEU|RE, #PSI|S&D, #Pos|S&D, #Volt|G/EFA, #PRC|LEFT, liste minori e civici): 29,30%
⬛️ Riccardo #Szumski (#Italexit|Euroscetticismo e liste minori): 5,18%
@TuttoElezioni