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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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RNN Mirror

@Palresistmirror · Post #94833 · 05/15/2026, 02:37 PM

🚨 Fahd Zaidan Oweis (15) ascended to martyrdom after he was shot and killed by the IOF in the town of Al-Lubban ash-Sharqiya, south of #Nablus. Glory to the martyrs.

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RNN Mirror

@Palresistmirror · Post #94379 · 05/08/2026, 04:52 PM

🚨 Settlers set fire to a Palestinian home near the entrance of the village of Al-Lubban ash-Sharqiya, south of #Nablus.

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RNN Mirror

@Palresistmirror · Post #94335 · 05/07/2026, 06:00 PM

🚨 The Committee of Families of Political Detainees in the West Bank reports critical violations and systematic abuse occurring within the Palestinian Authority's Al-Junaid Prison in #Nablus. • All prisoners are exposed to psychological and physical terrorism while in custody. • Documented cases include the severe torture of detainee Suleiman Al-Shami, who sustained burns on his feet due to brutal interrogation methods. • Over 70 political detainees remain imprisoned despite explicit court orders issued for their release. • The committee holds the security apparatus fully responsible for the physical and psychological safety of the detainees and demands their immediate, unconditional release.

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RNN Mirror

@Palresistmirror · Post #94142 · 05/03/2026, 12:02 PM

🚨 Nayef Firas Ziad Samaro (26 years old), has ascended to martyrdom after he was shot by the IOF during a military raid in #Nablus. The Palestinian Red Crescent reported a total of 45 injuries during the incursion into the city center. The casualties include: • 5 injuries by live ammunition, including the martyr. • 40 injuries due to tear gas inhalation, with 10 requiring hospitalization. Glory to the martyrs.

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RNN Mirror

@Palresistmirror · Post #93798 · 04/24/2026, 04:09 PM

🚨 The Commission of Prisoners and Ex-Prisoners Affairs warns of a systematic campaign of abuse against Palestinian prisoner Amjad Awad, held in "Gilboa" prison. Awad, from the town of Awarta in #Nablus, has been detained since April 2011 and is serving five life sentences and seven additional years. The Commission reported that IOF prison authorities are subjecting Awad to: • Systematic physical and psychological violence, including beatings with metal batons, causing fractures. • Deliberate targeting of his head and face, resulting in broken teeth. • Attacks with rubber-coated metal bullets. • Persistent violent raids on his cell. During a legal visit in February, prison authorities refused to remove his restraints, limiting the consultation to ten minutes and forcing him to communicate via a telephone handset placed on his shoulder. The Commission emphasizes that these conditions pose a severe and immediate threat to his life, amid ongoing retaliatory measures by the occupation.

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Resistance News Network

@palestineresist · Post #93690 · 04/08/2026, 03:35 PM

🚨 Settlers kidnapped the child Usayd Mahmoud Ghanem from the town of Qabalan, taking him to the "Avitar" settlement built on Jabal Sobeih in the town of Beita, south of #Nablus.

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Resistance News Network

@palestineresist · Post #93265 · 04/05/2026, 11:14 PM

🚨 Clashes erupted in the town of Qasra, #Nablus, after settlers invaded the area and set fire to Palestinian vehicles.

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Resistance News Network Backup

@RNN_Backup · Post #62903 · 10/13/2024, 09:11 PM

🚨 Confrontations have broken out between resistant youth and the IOF invading Beit Furik, east of #Nablus. The Palestinian Red Crescent reported dealing with two live bullet injuries and four tear gas injuries including a two-month-old infant. Resistant youth targeted an IOF vehicles with Molotovs.

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Iran-USA war - Middle East

@mideastpress · Post #42865 · 04/19/2026, 10:55 PM

🚨 An undercover unit of the IOF opened fire on a young Palestinian man before arresting him in the city of #Nablus.

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