#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
Big bullish moves in $HYPE spotted today! 🔥
1️⃣ Whale “0x137” spent $5.71M $USDC to buy 101,615 $HYPE at an avg. price of $56.2 after 3 months of dormancy.
2️⃣ Whale “mtaavebank.eth” bridged $14.6M $USDC into #HyperLiquid, opened a 5x long on 215,985 $HYPE (~$12.6M), and deposited $4.5M into #Vault.
Will whales maintain their optimism about $HYPE? Follow @spotonchain for more updates! 👀
https://x.com/spotonchain/status/1968620427426808110
🌎 The Svalbard Global Seed Vault, buried deep in a Norwegian mountain, stores over a million seed varieties as a backup for global agriculture—safeguarding food diversity for future generations. ✨
#biodiversity⚡#conservation⚡#vault
👉subscribe Interesting Planet
У #Gucci есть сервис, который называется #Vault.
Это отобранные креативным директором и сотрудниками отдела архива эксклюзивные винтажные находки, которые затем реставрируются командой Бренда и выставляются на продажу.
Ну это настоящая инвестиция в искусство, девочки и мальчики))
Из-за своей эксклюзивности, эти винтажные предметы являются единственными в своем роде, доступными только один раз и пронумерованными в соответствии с годом выпуска — деталь, которая еще больше подчеркивает их космически ограниченную доступность.
Помимо ежемесячных винтажных обновлений в Vault можно найти предметы из эксклюзивных капсул и специальных коллабораций.
#Moon Boots, которые я выставляла недавно, именно оттуда.
Каждый предмет доступен только один раз и после покупки не возвращается на сайт.
Оформить заказ/уточнить делали
🤝 Storm Trade x EVAA x Tonstakers: a Power Strategy for Liquidity Providers
How to put your $TON to work more effectively in DeFi?
Three top-tier TON protocols — #StormTrade, #EVAA, and #Tonstakers — have joined forces to introduce a layered liquidity strategy that helps you boost rewards across multiple platforms simultaneously.
The core idea: use the same asset across several protocols and earn rewards in each one:
🔵 EVAA
🔵 Storm Trade
🔵 Tonstakers
⚡️Aggressive Strategy:
1️⃣ Stake your $TON with @tonstakers_bot to receive $tsTON (~4% APR).
2️⃣ Supply $tsTON in EVAA — earn 2 XP for every $1 supplied.
3️⃣ Borrow $TON on EVAA — earn 5 XP for every $1 borrowed.
4️⃣ Trade the borrowed $TON on Storm Trade — earn ✖️ twice more RP per $1 in volume.
✅Moderate Strategy:
Prefer lower risk? Borrowed $TON from EVAA can be deposited into the Storm Trade TON Vault to earn up to 20% APR. You’ll still receive ✖️ RP rewards.
🗓️Campaign Dates: April 15–25, until 15:00 CET
🥇😇🐸 Rewards will be distributed after the campaign ends.
#Degen#DeFi#Stake#Vault#Supply