DeepSeek

Headlines · 5

1. 3h
   DeepGEMM adds Ascend support and new kernels, trends on GitHub

   DeepGEMM is DeepSeek's open-source, high-performance tensor-core kernel library that unifies many core LLM computation primitives — FP8/FP4/BF16 GEMMs, fused MoE with overlapped communication (Mega MoE), MQA scoring for the lightning indexer (including a sparse version) and HyperConnection (HC) — in a single CUDA codebase, with all kernels compiled at runtime via DeepJIT and no CUDA compilation at install time. According to the repository's changelog, DeepGEMM-Ascend became available on 2026.09.30 alongside new optimizations such as locality domain features, after earlier additions of the Sparse Indexer, Mega Gate, Mega mHC and MoE/Indexer optimizations. The repo also says its performance matches or exceeds expert-tuned libraries across various matrix shapes, and that it reached up to 1550 TFLOPS on H800 in April 2025.

   GitHub Trending（每日） · 🔥 26
2. 12h
   Why OpenRouter’s Rankings May Not Measure Global Model Preference

   An analysis argues that OpenRouter’s rankings measure token volume routed through one intermediary rather than global developer preference, and that prices, discounts, free access, batch jobs and self-testing can heavily influence the results. It also questions the comparability of Artificial Analysis scores and ARC-AGI results when test composition, weighting, scoring anchors, interfaces and versions change.

   钛媒体 · 🔥 7
3. 1d
   DeepSeek reportedly nears RMB 80 billion financing round

   DeepSeek is reportedly close to securing at least RMB 80 billion in a new financing round, according to Bloomberg-cited sources, with the final amount potentially approaching RMB 100 billion. The round was initially planned at about RMB 50 billion and is being linked to preparations for a possible Shanghai STAR Market IPO in early 2027, though the transaction has not been finalized.

   钛媒体 · 🔥 9
4. 1d
   DeepSeek Weighs Increasing Funding Round to $14.9 Billion

   DeepSeek is considering increasing its latest funding round to as much as $14.9 billion, according to sources cited by CNBC Technology. The final amount could still change during negotiations.

   CNBC Technology · 🔥 5
5. 2d
   China’s 1990s-born AI leaders take the helm as the real test begins

   A 36Kr feature examines a group of Chinese AI leaders born in the 1990s who now oversee major model, multimodal, agent and AI infrastructure efforts at Alibaba, Xiaomi, ByteDance and Tencent. It argues that their rapid promotions reflect the shorter cycle of the foundation-model industry, while emphasizing that technical performance, commercialization, cost control and organizational execution remain unproven.

   36氪 人工智能 · 🔥 3

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