#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
#PAWS Solana OG Allocation
If you have an active Solana wallet, check if you’ve received an airdrop or not.
Here's the full list of the 13 projects in the Solana OG Allocation:
Memecoins:
DogWifHat ($WIF) -
Bonk ($BONK)
Pudgy Penguins ($PENGU)
STONKS ($STNK)
GigaChad ($GIGA)
Eliza ($Ai16z)
DeFi:
Magic Eden ($ME)
Phantom Wallet
Jupiter ($JUP)
Raydium ($RAY)
Solana Phone
Jito ($JTO)
Mad Lads by Backpack
Paws Airdrop Checker: https://paws.community/app/solana-og
#PAWS
The airdrop criteria have appeared on the PAWS website !!
➡Open the PAWS app
➡Tap "Check Eligibility"
➡See if you qualify for the airdrop!
Are you Eligible?
🗿 Yes
😢 No
New Task added in @Paws
Get 5000 Paws by completing this task
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💎PAWS ONE LAST RIDE 💎
The final mandatory check is live!
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Go to PAWS Web & check it off.
P.S. Special roles for holding 10+ Vouchers are now available in PAWS Discord!🐾
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🤘Blums code
🗣#PAWS – Upcoming Airdrop for Solana DeFi Users
PAWS has announced an upcoming airdrop, rewarding everyone who has used DeFi on Solana!
🔗Post
💡 What to Expect:
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🟠 Perks for NFT purchases on Magic Eden
🟠 Bonuses for using Phantom Wallet
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