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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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@CirrusNFT · Post #1813 · 03/24/2026, 08:38 PM

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Journey to Fluency

@fluencyinenglish · Post #7852 · 04/05/2022, 08:31 AM

#common_mistakes #decrease #in#of @fluencyinenglish معمولاً از عبارت زیر برای کاهش در چیزی صحبت می کنیم. ✔️ decrease in sth با این حال،معمولاً از عبارت زیر برای کاهش مقدار بکار می بریم. ✔️ decrease of sth مثال: • There has been a 2% decrease in the rate of unemployment. 2 درصد کاهش در نرخ بیکاری وجود داشته است. • There has been a decrease of 2%. 2 درصد کاهش وجود داشته است. • There was a slight decrease in his weight after a week of dieting. بعد از یک هفته رژیم، یک کاهش کوچک در وزنش وجود داشت. • Any decrease in tourism could have a serious effect on the local economy. هر گونه کاهشی در گردشگری می‌توانست اثری جدی بر اقتصاد محلی بگذارد. • The report's finding on the decrease in violent crime supports the police chief's claims. • We have seen a marked decrease in the number of accidents since these safety measures were introduced. از وقتی این تدابیر امنیتی ارائه شدند، کاهش شدیدی در تعداد تصادفات مشاهده شده است. • We've noticed a steady decrease in jobs available for new graduates in the industry. @fluencyinenglish

Journey to Fluency

@fluencyinenglish · Post #7837 · 07/18/2021, 06:26 AM

#common_mistakes #decrease #in#of @fluencyinenglish معمولاً از عبارت زیر برای کاهش در چیزی صحبت می کنیم. ✔️ decrease in sth با این حال،معمولاً از عبارت زیر برای کاهش مقدار بکار می بریم. ✔️ decrease of sth مثال: • There has been a 2% decrease in the rate of unemployment. 2 درصد کاهش در نرخ بیکاری وجود داشته است. • There has been a decrease of 2%. 2 درصد کاهش وجود داشته است. • There was a slight decrease in his weight after a week of dieting. بعد از یک هفته رژیم، یک کاهش کوچک در وزنش وجود داشت. • Any decrease in tourism could have a serious effect on the local economy. هر گونه کاهشی در گردشگری می‌توانست اثری جدی بر اقتصاد محلی بگذارد. • The report's finding on the decrease in violent crime supports the police chief's claims. • We have seen a marked decrease in the number of accidents since these safety measures were introduced. از وقتی این تدابیر امنیتی ارائه شدند، کاهش شدیدی در تعداد تصادفات مشاهده شده است. • We've noticed a steady decrease in jobs available for new graduates in the industry. @fluencyinenglish

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