#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
🌎 China’s Three Gorges Dam is the world’s largest hydroelectric power station. Completed in 2012, it spans the Yangtze River and displaced over 1.3 million people. The reservoir stretches about 600 kilometers, flooding numerous cities and archaeological sites. ✨
#engineering⚡#environment⚡#hydropower
👉subscribe Interesting Planet
🚀 Bhutan's Bitcoin Mining Activities May Have Slowed Amid Economic Pressures
Bhutan may have halted or reduced its Bitcoin mining operations after selling 70% of its Bitcoin holdings. According to Foresight News, this move contrasts with other major institutions and sovereign nations that are increasing their cryptocurrency and gold reserves. Bhutan's hydropower is reportedly being redirected to supply electricity to neighboring India rather than being used for Bitcoin mining. Economic pressures, along with declining Bitcoin prices, increased network difficulty, and halving pressures, are squeezing mining profitability. As of now, Druk Holding and Investments, the sovereign wealth fund managing Bhutan's Bitcoin assets, has not publicly commented on any asset transfers or the status of its mining operations.
#Bhutan#Bitcoin#Cryptocurrency#BitcoinMining#Hydropower#EconomicPressure#SovereignWealthFund#MiningProfitability#India#DigitalAssets
Roam Team Joins Coinbase, Shutting Down
Roam, a blockchain search engine, will shut down its products to join Coinbase. Key executives, including CEO, CTO, and CPO, are also moving to Coinbase to boost its on-chain consumer division. Read more
📊 Notable Transactions:
- 89,114,400 #XLM (valued at $38.6M) transferred between unknown wallets. Details
📈 Bithumb adds Korean Won trading pairs for DEEP token on Sui network. Details
🎮 Lotte Group gets largest grant from Arbitrum for its metaverse gaming platform Caliverse. Amount undisclosed. Read more
🌍 BIT Mining seals $14M deal with Ethiopia for a 51-MW facility and 18,000 mining machines, capitalizing on the country's low energy costs. Read more
#Blockchain#Coinbase#XLM#Crypto#DEEP#Sui#Arbitrum#Lotte#Metaverse#BITMining#Ethiopia#Bitcoin#DEX#CLOB#Gaming#Hydropower#Finance#News#Update#VC