Bulgaria ends arms support for Ukraine

SOFIA: Bulgaria’s newly appointed defense minister, Dimitar Stoyanov, said on Tuesday his country would no longer provide arms to Ukraine and urged Moscow and Kyiv to sit down at the negotiating table to end the war, the BTA news agency reported. Bulgaria, a NATO and European Union member state that holds a strategic position on…

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Bitcoin Establishes Flooring In K–K Vary, Technical Analyst Says

Bitcoin Establishes Flooring In $60K–$70K Vary, Technical Analyst Says

Trusted Editorial content material, reviewed by main business specialists and seasoned editors. Ad Disclosure Bitcoin’s lengthy consolidation between $60,000 and $70,000 is being framed by technical analyst Frank Fetter because the form of vary the place significant flooring can kind, giving merchants a transparent zone to look at as market sentiment stays cautious. TL; DR…

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Build Recurrent-Depth Transformers with OpenMythos for MLA, GQA, Sparse MoE, and Loop-Scaled Reasoning

def build_model(attn_type: str = “mla”, max_loop_iters: int = 8) -> tuple: “””Build a small OpenMythos model. Two attention variants supported. MLA — Multi-Latent Attention (compressed KV cache, DeepSeek-V2 style) GQA — Grouped-Query Attention (fewer KV heads than Q heads) “”” base = dict( vocab_size = 64, dim = 128, n_heads = 4, max_seq_len = 32,…

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