#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
🚀 Iran's Ten-Point Plan Gains Consensus as Negotiation Framework
On April 10, Iran's Deputy Foreign Minister Ravanchi announced during a meeting with foreign diplomats and international organization representatives in Iran that a consensus has been reached to use Iran's ten-point plan as the basis for negotiations. According to BlockBeats, Ravanchi emphasized Iran's openness to diplomacy and dialogue but firmly rejected any discussions based on false information intended to deceive or pave the way for renewed military aggression against Iran.
#Iran#Diplomacy#Negotiation#InternationalRelations#ForeignPolicy
🚀 Dollar Faces Pressure Amid US-Iran Negotiation Reports
The dollar-and-oil buying trade is experiencing challenges as reports of negotiations between the United States and Iran surface. According to NS3.AI, the US Dollar Spot Index has decreased by approximately 1.4% this week, marking its largest weekly drop since January. This decline is attributed to shifts in foreign exchange trading, influenced by headlines surrounding the negotiations and a fragile ceasefire.
#Dollar#US#Iran#Negotiation#Forex#Oil#Ceasefire#CurrencyMarket
🚀 Trump Denounces Reports on Iran Negotiation Plan as False
U.S. President Donald Trump has criticized reports from The New York Times and CNN regarding a ten-point plan on Iran negotiations. According to Odaily, Trump labeled these reports as entirely fabricated and aimed at discrediting those involved in the peace process. He dismissed the points as fraudulent schemes and called the media outlets 'evil losers.' Trump concluded his statement with a call to 'Make America Great Again.'
#Trump#Iran#Negotiation#USPolitics#Media#FakeNews#PeaceProcess#MAGA
🚀 Trump Criticizes Iran's Media Tactics on Truth Social
U.S. President Donald Trump expressed his views on Iran's media strategies on April 11 via Truth Social. According to BlockBeats, Trump stated that Iranians are more adept at handling fake news media and public relations than engaging in warfare. He remarked that Iran seems unaware of its lack of leverage, aside from short-term 'extortion' through international waterways. Trump concluded that Iran's current existence is solely for negotiation purposes.
#Trump#Iran#MediaTactics#FakeNews#PublicRelations#Negotiation#TruthSocial#Extortion#InternationalWaterways