#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
🍿 Bill Skarsgård Rises from the Dead in Robert Eggers' 'Nosferatu'
📆Premiere: December 25, 2024
🎭Genre: #Horror · #Gothic
🎬 The highly anticipated remake of 'Nosferatu' directed by Robert Eggers finally unveils its first trailer, promising a terrifying and dark experience. Bill Skarsgård, famous for 'It', completely transforms into Count Orlok, a vampire who haunts a tormented young woman played by Lily-Rose Depp. The director of 'The Lighthouse' and 'The Northman' surprises us once again with his unique gothic vision, using 2,000 real rats in one scene. With a stellar cast that includes Nicholas Hoult and Willem Dafoe, this version promises to redefine classic horror with a modern and chilling twist. 🎥🦇
📖Title : Conjure Wife
✍️Author : Fritz Leiber
⭐️Rating : 3.80/5 (Goodreads)
📆Published : Apr 1, 1943
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Summary:In Conjure Wife by Fritz Leiber, Norman Saylor, a rational-minded sociology professor, is shocked to learn that his wife, Tansy, has been secretly practicing witchcraft to protect him from harm and academic sabotage. Believing it's mere superstition, he convinces her to stop. However, as soon as she does, Norman's life begins to unravel—he faces inexplicable misfortunes and threats from unseen forces. Realizing too late that the magical protections were real, Norman must confront a hidden world of witchcraft and rival sorcery. The novel explores themes of gender, power, and the clash between rationalism and the supernatural in modern society.
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#horror#fantasy#fiction#wicthes#gothic@Bookslibraryofficial@free_novellas
📖Title : Blackthorn
✍️Author : J.T. Geissinger
⭐️Rating : 4.03/5 (Goodreads)
📆Published : Nov 04, 2025
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Summary:Blackthorn follows Maven Blackthorn as she returns to her haunted hometown after her grandmother’s funeral—only to discover the body has mysteriously vanished. Caught in a generations-old feud between the Blackthorns and the powerful Croft family, Maven is forced to confront Ronan Croft, her first love and the son of her mother’s suspected killer. Their dangerous chemistry resurfaces as whispers of occult rituals, buried secrets, and horrific betrayals emerge. As Maven digs deeper, she uncovers a terrifying truth that threatens everyone she loves. In a town where the dead refuse to rest, love becomes both a weapon and a deadly curse.
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#romance#gothic#romantasy#fantasy#paranormal@Bookslibraryofficial@free_novellas@eternalmantra
Моё первое творческое видео
❤️
Изначально хотела сделать что-нибудь миленькое про эльфов, но наткнулась на красивую мрачную картинку и понеслось...
Как вам?
Сценарий и картинки: ChatGPT
Анимация/монтаж: Kling, Runway, Luma, CapCut
#aivideo#kling#runway#luma#chatgpt#gothic