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Source channel @githubtrending · Post #15141 · Sep 13

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#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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Honkai: Star Rail Italia - Leaks 🇮🇹

@starrailleaks · Post #12368 · 04/20/2026, 02:57 PM

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SP Blade’s main role is as a support, providing team-wide assistance by deploying a Zone that reduces enemy attributes/stats. This allows him to support a wide variety of DPS characters, including Ashveil. Additionally, he can release a AoE FuA that deals damage scaled based on a percentage of his Max HP. #anonymous

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Honkai: Star Rail Italia - Leaks 🇮🇹

@starrailleaks · Post #11962 · 03/16/2026, 01:51 PM

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Evanescia Skill deals multi-hit damage. On execute (kill) it restores stacks and energy. When teammates trigger Follow-up / Additional / Aha Instant, Evanescia gains stacks. The Ultimate can either consume stacks to deal damage or clear the stacks for damage; executing an enemy gives extra action and energy refund. Her Aha Instant appears in the middle of the action order and can be copied. Sw SP The Ultimate transformation mainly charges through punchlines converted from Aha Instants. For characters on the Elation path, the order of Aha Instants is fixed, and Sw SP’s always goes last. Sw SP’s Aha Instant cannot be copied. In the transformation state, the dragon cannot be controlled. When using single-target attacks, Sw SP attacks first and the dragon follows up. When using AoE gestures/attacks, the dragon also follows up afterward. At the end, snapping fingers triggers one special Aha Instant. In transformation, the punchlines generated by Aha Instants can store energy, but there is a limit. One more thing worth mentioning is that a future character who can copy Ultimates when conditions are met will be a teammate of Sw SP and Evanescia. #anonymous uncle

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Honkai: Star Rail Italia - Leaks 🇮🇹

@starrailleaks · Post #11906 · 03/11/2026, 07:47 AM

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Buffing Firefly, Seele, Huohuo, Sunday. Jiaoqiu is on the way. (buff is coming) Old Evanescia was abandoned. The special effects (VFX) are being reworked. The current power level is on par with Seele. #anonymous uncle

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Honkai: Star Rail Italia - Leaks 🇮🇹

@starrailleaks · Post #11895 · 03/10/2026, 08:59 AM

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EMC’s mechanic roughly copies the previous teammate’s Elation skill and provides a large number of Punchlines “provides a large number of Punchlines” is wrong! Sparxie is a Punchline-generating machine, it’s written in her design document. EMC doesn’t have the ability to provide a large amount of Punchlines. Among the recently released characters, none generate Punchlines more efficiently than Sparxie. #anonymous uncle

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