#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
MicroStrategy bought another 18,300 $BTC($1.11B) at $60,408 between Aug 6 and Sept 12!
#MicroStrategy currently holds 244,800 $BTC($14.15B), and the average buying price is $38,585.
At current prices, the profit is ~$4.71B!
💰#MicroStrategy has announced an offer of convertible senior bonds maturing in 2032 in the amount of $500 million
The company intends to use the net proceeds from the sale of bonds to purchase additional $BTC and for general corporate purposes.
⚡️ MicroStrategy purchased another $ 14,620BTC for $ 615.7 million at an average price of $42110 per BTC
As of December 26, 2023 — #MicroStrategy stores 189150 BTC purchased for $5.9 billion at an average price of $31,168
Just in: Strategy (prev. #MicroStrategy) has bought 4,225 $BTC for $472.5M at an average price of $111,827 per #Bitcoin
They now hold 601,550 $BTC, bought for a total of approximately $42.87B at an average price of $71,268 per #Bitcoin💰
Strategy (prev. #MicroStrategy) has bought 1,031 $BTC for $76.6M at an average price of $74,326 per #Bitcoin.
They now hold 762,099 $BTC, bought for a total of ~$57.69B at an average price of $75,694 per #Bitcoin.
https://x.com/OnchainLens/status/2036053169927852109
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Strategy (prev. #MicroStrategy) has bought 22,337 $BTC for $1.57B at an average price of $70,194 per #Bitcoin.
They now hold 761,068 $BTC, bought for a total of ~$57.61B at an average price of $75,696 per #Bitcoin.
https://x.com/OnchainLens/status/2033514795459318052
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Strategy (prev. #MicroStrategy) has bought 17,994 $BTC for $1.28B at an average price of $70,946 per #Bitcoin.
They now hold 738,731 $BTC, bought for a total of ~$56.04B at an average price of $75,862 per #Bitcoin.
https://x.com/OnchainLens/status/2030978061630603508
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Strategy (prev. #MicroStrategy) has bought 3,015 $BTC for $204.1M at an average price of $67,700 per #Bitcoin.
They now hold 720,737 $BTC, bought for a total of ~$54.77B at an average price of $75,985 per #Bitcoin.
https://x.com/i/status/2028459100837974064
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Strategy (prev. #MicroStrategy) has bought 2,486 $BTC for $168.4M at an average price of $67,710 per #Bitcoin.
They now hold 717,131 $BTC, bought for a total of ~$54.52B at an average price of $76,027 per #Bitcoin.
https://x.com/OnchainLens/status/2023746019868160182
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