#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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#Wisdom
It's not what we bought but what we built
It's not what we got but what we shared
It's not our competence but our characters
And it's not our success but our significance
Live a life that matters. Live a life of love.
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#wisdom
@quietworld🍃
The day the child realizes that all adults are imperfect he becomes an adolescent; the day he forgives them, he becomes an adult; the day he forgives himself he becomes wise.
– Alden N –
#wisdom
@quietworld🍃
We judge people by what they see and hear, but we do not see the qualities that are hidden in their hearts. Avoid suspicion. Let's not say bad things about each other. Let us not gossip or insult.
#wisdom
We can control the words we say, but we can't control what people understand.
We can control what we say to people, but we can't control what other people say to others about us.
That's normal and just a part of life so be it. I'm at peace when I control only what I can control and refuse to take part in things that I cannot control especially those which do not matter at all. ☺️✨🦋
#thoughts#wisdom
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To live only for some future goal is shallow. It’s the sides of the mountain that sustain life, not the top.
– Robert M. Prisig
#life#wisdom
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