DeepSeek

Latest AI news, models and releases from DeepSeek. ['DeepSeek', 'DeepSeek 3.1', 'DeepSeek-4-pro', 'DeepSeek API', 'deepseek-coder-v2', 'DeepSeek-Coder-V2-Lite', 'DeepSeek-GRM', 'DeepSeekMath-V2', 'DeepSeekMoE', 'DeepSeek-Prover-V1.5-Base', 'DeepSeek-Prover-V2', 'DeepSeek-Prover-V2-671B', 'DeepSeek-Prover-V2-7B', 'DeepSeek R1', 'DeepSeek-R1', 'DeepSeek R1-0528', 'DeepSeek-R1-0528', 'DeepSeek-R1-671B', 'DeepSeek-R1-Distilled-Llama-70B', 'DeepSeek-R1-Distilled-Qwen-32B', 'DeepSeek-R1-Distill-Qwen-32B', 'DeepSeek-R1-Zero', 'DeepSeek R2', 'DeepSeek-R2', 'DeepSeek Sparse Attention (DSA)', 'DeepSeek-V2', 'DeepSeek-V2.5', 'DeepSeek V3', 'DeepSeek-V3', 'DeepSeek V3.1', 'DeepSeek V3.1-Terminus', 'DeepSeek v3.2', 'DeepSeek V3.2', 'DeepSeek-V3.2', 'DeepSeek V3.2-Exp', 'DeepSeek-V3-Base', 'DeepSeek V3/R1', 'DeepSeek v4', 'DeepSeek V4', 'DeepSeek-V4']

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Business & Market 🇨🇳

DeepSeek reportedly halts second funding round of at least 10 billion yuan

DeepSeek has paused the signing of its second external funding round, which aimed to raise at least 10 billion yuan at a pre-money valuation of no less than 480 billion yuan. The pause follows a leaked internal memo and concerns over trust issues with investors. The funding round, which would have been one of the largest private tech deals in China, is not canceled but postponed indefinitely.

DeepSeek

QbitAI 量子位27.07 · 09:04

Hardware & Inference 🇷🇺

LLM Inference: From KV-Cache to Production Deployment

MLOps engineer from hh.ru explains the fundamentals of LLM inference on on-premises hardware. The article covers KV-cache, inference engines vLLM and SGLang, attention mechanisms evolution (MHA, GQA, MLA, DSA), and practical recommendations for choosing hardware and parallelism schemes.

vLLM

SGLang