#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
🔥Exciting Update!🔥
We’ve successfully burned nearly 200,000 $SING, reducing the circulating supply and driving the value of $SING to new heights! 🚀
💎Hold strong and secure your spot to enjoy exclusive benefits coming your way!
Check out details:
1️⃣https://bscscan.com/tx/0x461c7cd24107ea082e79c7427961ae2c044cdd756f94cd1eca0faeac54d83db2
2️⃣https://bscscan.com/tx/0xaceebe720391408dd4613590d8436f07305bb83d0059992bdfe5e97860faa6f6
If you have not got $SING, easily buy at:
- BingX: https://bingx.com/en/spot/SINGUSDT/
- CoinEx: https://www.coinex.com/en/exchange/sing-usdt
- SingSing Mini App: https://t.me/SingSing_TG_bot/app?startapp=_wallet (guideline)
#SING#TokenBurn
Wondering why Van Kedisi Coin is catching eyes?
Check the numbers:
🔥 914M tokens burned
💎 85M in circulation
🧠 No team unlock until $1B cap
Ca: 66bHtzcXqmLgkn668EG4ETzHL3RLz5ybdckqvrPppump
#VanKedisi#DeFi#TokenBurn
https://t.me/vankedisicoin_chat
https://x.com/vankedisicoin
🔣🔣🔣🔣🔣🔣🔣🔣🔣🔣🔣
💸Giveaway 5$❗️
💎Join https://t.me/vankedisicoin_chat
▶️ Comment done below
🔥 Another 121,343 $SING has been burned! 🔥
💨 Reducing supply, increasing value—step by step, we're building a stronger $SING ecosystem.
✔️Check out details: https://bscscan.com/tx/0xb3fac74c5744b68eee62ffa0efbdbe909ec4e719c2b644315a082c32a3aa9634
Stay tuned for more updates! 🚀
#SingSing#TokenBurn#Deflation
🔥 Breaking News!
Another 238,273 $SING has been burned, permanently removed from circulating supply! 🚀
💎 Reducing supply, increasing value — the journey to greater $SING potential continues! 🌟
Check out details here:https://bscscan.com/tx/0x79cd67fa0f249db0305743722bea3e1a68f3a62da74d586aa5f93faeff93d694
#TokenBurn#SingSing#DeflationaryEconomy
We are thrilled to unveil our revamped pre-sale page, promising a lightning-fast and more animated experience! 🌐✨ But wait, there's more – we're introducing a game-changing feature to supercharge our token value: the Automatic Token Burn function! 🔥
In every pre-sale, when you make a purchase without referrals using any amount of BNB, that exact amount will be automatically burned from the total supply. 🔄 This strategic move is crafted to reinforce our token's value, aiming to maintain 1 OBIT = $0.01. 📈💰
Join us on this exhilarating journey toward a stronger and more vibrant community! 🌟💪
🔗 Website: onebit.store
💸 Airdrop: onebit.store/airdrop/index.html
🚨 New Update: Purchase 10,000 OBIT for only 0.05 BNB – offer is limited!
Plus, if you join without a referral, 25% of the purchased amount is burned from the total supply each time. 🔄
#CryptoNews#TokenBurn#PresaleMagic#OBIT#ToTheMoon🚀🌕
🌈 Embark on this journey with us and let's make history together! 🚀🚀🚀
https://www.youtube.com/shorts/S4iu3jA6Kac
🚀 Exciting News! 🚀
Dear Friends, we have revamped our pre-sale page for a lightning-fast and more animated experience! 🌐✨
But that's not all – we've introduced a game-changing feature to boost our token value: the Automatic Token Burn function! 🔥
Now, in every pre-sale, if you make a purchase without referrals using any amount of BNB, that exact amount will be automatically burned from the total supply. 🔄 This strategic move is designed to fortify our token's value and aims to keep 1 OBIT = $0.01. 📈💰
Join us in this exciting journey towards a stronger and more vibrant community! 🌟💪
Website: https://onebit.store/
Airdrop: https://onebit.store/airdrop/index.html
#CryptoNews#TokenBurn#PresaleMagic#OBIT#ToTheMoon🚀
We are thrilled to unveil our revamped pre-sale page, promising a lightning-fast and more animated experience! 🌐✨ But wait, there's more – we're introducing a game-changing feature to supercharge our token value: the Automatic Token Burn function! 🔥
In every pre-sale, when you make a purchase without referrals using any amount of BNB, that exact amount will be automatically burned from the total supply. 🔄 This strategic move is crafted to reinforce our token's value, aiming to maintain 1 OBIT = $0.01. 📈💰
Join us on this exhilarating journey toward a stronger and more vibrant community! 🌟💪
🔗 Website: onebit.store
💸 Airdrop: onebit.store/airdrop/index.html
🚨 New Update: Purchase 10,000 OBIT for only 0.05 BNB – offer is limited!
Plus, if you join without a referral, 25% of the purchased amount is burned from the total supply each time. 🔄
#CryptoNews#TokenBurn#PresaleMagic#OBIT#ToTheMoon🚀🌕
🌈 Embark on this journey with us and let's make history together! 🚀🚀🚀
https://www.youtube.com/shorts/S4iu3jA6Kac
🚀 Exciting News! 🚀
Dear Friends, we have revamped our pre-sale page for a lightning-fast and more animated experience! 🌐✨
But that's not all – we've introduced a game-changing feature to boost our token value: the Automatic Token Burn function! 🔥
Now, in every pre-sale, if you make a purchase without referrals using any amount of BNB, that exact amount will be automatically burned from the total supply. 🔄 This strategic move is designed to fortify our token's value and aims to keep 1 OBIT = $0.01. 📈💰
Join us in this exciting journey towards a stronger and more vibrant community! 🌟💪
Website: https://onebit.store/
Airdrop: https://onebit.store/airdrop/index.html
#CryptoNews#TokenBurn#PresaleMagic#OBIT#ToTheMoon🚀
We are thrilled to unveil our revamped pre-sale page, promising a lightning-fast and more animated experience! 🌐✨ But wait, there's more – we're introducing a game-changing feature to supercharge our token value: the Automatic Token Burn function! 🔥
In every pre-sale, when you make a purchase without referrals using any amount of BNB, that exact amount will be automatically burned from the total supply. 🔄 This strategic move is crafted to reinforce our token's value, aiming to maintain 1 OBIT = $0.01. 📈💰
Join us on this exhilarating journey toward a stronger and more vibrant community! 🌟💪
🔗 Website: onebit.store
💸 Airdrop: onebit.store/airdrop/index.html
🚨 New Update: Purchase 10,000 OBIT for only 0.05 BNB – offer is limited!
Plus, if you join without a referral, 25% of the purchased amount is burned from the total supply each time. 🔄
#CryptoNews#TokenBurn#PresaleMagic#OBIT#ToTheMoon🚀🌕
🌈 Embark on this journey with us and let's make history together! 🚀🚀🚀
https://www.youtube.com/shorts/S4iu3jA6Kac
🔥 Breaking News: We just burned over 1,000,000 $SING tokens!
This move reinforces our commitment to boosting $SING's valuealongside the groundbreaking innovations we're building for the SingSing community. 🚀
🔮 Here's a sneak peek: Revolutionary AI coming to SingSing will forever change the face of gaming. Stay tuned!
Check out burning details: https://bscscan.com/tx/0x46ec5084869ae42ca73c1769deaba4fa952c5f790338be54ad415102b3a05c51
#SingSingAI#TokenBurn#NextGenGaming#BlockchainInnovation