#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
😄Character
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Character is a noun and it can mean:
🔘 'a person in a book or a film'
🔜The best friend is my favourite character.
🔘‘the quality that makes someone who they are’.
🔜He has a forgiving character.
🔘someone who is mentally strong can 'have a lot of character' or 'be a strong character'.
🔜She'll be a great manager; she has a lot of character.
🔜You'll need to be a strong character to get through this challenge.
🔘‘the quality that makes places and things interesting, different or attractive’.
🔜It's a beautiful village, full of character.
#Character👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
Discord @casajordi Midjourney #character Photography, masterpiece of black and white soft portrait photography, art by Irving Penn A chic Bengal Tiger with fashion dress, clothes by Balenciaga, ultra realistic minimalist fashion photography, art by mario testino for vogue, chic, elegant, haute couture, natural light, minimalist background
@midjourney • @midjourney_ru
Discord @madhutungnirun Midjourney #character art russia, angel, portrait, painting, art deco, russianart, french art digital painting, in the style of light sky-blue and light gold,, photorealistic fantasies, princesscore, elegant, emotive faces, rococo portraitures, close up, soft, romantic scenes
@midjourney • @midjourney_ru
Discord @y0844 Midjourney #character cute monkey monster wearing Chinese martial arts costumes, Chinese Wuxia, Chinese painting style, cartoon IP, movie lights, clean white background, advanced color scheme, octane rendering, full body, Extreme detail, Kung Fu, surrealism, 3D, Behance, Pinterest, trendy blind box toys, award winning
@midjourney • @midjourney_ru
Discord @johnjbamboo Midjourney #character color streetphotography of a person in Shanghai, in the style of Magnum Photo with motion blur and foreground blur, reflections
@midjourney • @midjourney_ru
Discord @apptist Midjourney #character A cute, simple toy-like pink hippo face with a white background. The hippo's mouth is wide open, showing smooth, toothless gums. It has big, expressive eyes, a rounded snout, and a cheerful expression. The face is bright pink and smooth, with no body parts visible. The design is playful and inviting for a children's game
🐟 t.me/midjourney_ru
🐽t.me/midjourney_character
🐟t.me/midjourney_dark
Discord @centaur509 Midjourney #character Studio portrait photography of an old indian woman on a dark background, wearing a white shirt, with projection mapping onto her back. The image projected onto the back is a crowd of people
@midjourney • @midjourney_ru
Discord @superpedro4711 Midjourney #character etherreal ultra realistic futuristic eloquent cute adorable small Flying Squirrels with a huge human smile and big beautiful dreamy eyes eating Layer rice, sweet and sour chicken, pineapple chunks, and bell peppers. Top with sesame seeds and green onion, sitting in fantasy world, dark blue-purple sparkling tones background, lens flare, diffused lighting, fantasy, intricate, highly detailed, lifelike, concept art
@midjourney • @midjourney_ru