#cplusplus
FlashMLA is DeepSeek's optimized attention library that makes AI models run faster and use less memory. It works with advanced NVIDIA GPUs to speed up how language models process information, achieving up to 660 trillion floating-point operations per second. The library supports both dense and sparse attention modes, meaning it can focus on important tokens while skipping less relevant ones, reducing computational waste. For you, this means faster AI responses, lower costs for running large language models, and better performance on tasks like chatbots and code generation. The technology is open-source and integrates with popular AI frameworks like PyTorch and Hugging Face, making it accessible for developers building next-generation AI applications.
https://github.com/deepseek-ai/FlashMLA
🇩🇪🇸🇾 Il cancelliere Friedrich #Merz ha incontrato il presidente siriano Ahmed #AlSharaa, dichiarando che #Germania e #Siria collaboreranno per il rimpatrio di centinaia di migliaia di rifugiati siriani, i quali "avranno un ruolo importante nella ricostruzione del loro Paese". L’incontro ha suscitato critiche da parte di alcune comunità siriane che temono un’accelerazione dei rimpatri post-guerra a scapito delle minoranze.
@UltimoraPolitics24
📰 Syria’s New Iron Pact: Kurds Fold Into Assad’s Army
Syria’s new government and the Kurdish-led SDF have cut a deal: the SDF will fold into the national army, giving up its autonomy in exchange for staying in the country’s power structure.
The agreement, announced Friday after intense clashes between the two sides, creates a new Syrian military division made up of three SDF‑trained brigades, plus a separate brigade for Kurdish fighters in Kobani, according to SDF and government sources. Kurdish‑led civil institutions in the northeast will now be integrated into the central government.
In practice, this means the end of the de facto Kurdish state that, at its height, controlled about a quarter of Syrian territory and its oil and gas fields. Government forces will now move into the Kurdish-held cities of Hasaka and Qamishli, where they had long been barred from entering.
The deal is the result of pressure, not goodwill. After months of stalled talks, Syria’s new President Ahmed al‑Sharaa launched a military offensive into Kurdish territory, capturing a large part of the northeast, at a time when the U.S. had already withdrawn its political and military support for the SDF, analysts say.
Without Washington in their corner, SDF chief Mazloum Abdi agreed to let his forces be absorbed into the new Syrian army, in a deal Washington now hails as a “profound and historic milestone” toward national reconciliation and stability.
The U.S. has long seen the SDF as its main ally in Syria against ISIS; now, it is actively facilitating the group’s integration into the central state, not as an independent power, but as a component of the new regime.
The SDF traded its guns and governance for a place at the table, but the exact boundaries of Kurdish rights and representation remain vague. The real question is whether this is a ceasefire, or just the first stage of full assimilation.
As the banners change and the lines redraw, the calculation is brutal and clear: Better to rule from within the regime than die alone against it.
#Syria#Kurds#SDF#AlSharaa#MiddleEast
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