每日 5 条 AI 决策简报

GitHub 开源发布 官方一手发布

llama.cpp（ggml-org/llama.cpp）发布 v3.1。更新说明：model: add Kimi-K3.1-Pro text model K3 with the full-attention MLA layers replaced by DSA: on this checkpoint 24 of the 93 layers carry a lightning indexer (32 heads x 128, top_k 2048, no rope). The KDA (linear-attention) layers and the rest of the K3 skelet

GitHub 开源发布 官方一手发布

Transformers（huggingface/transformers）发布 v5.22.2。更新说明：Patch release v5.22.2 Some in between patch for security and distributed fixes. See the included commits 🤗 [Distributed] Set device_id only for NCCL (#50281) by @michaelbenayoun and @3outeille Harden our Jinja sandboxing (#50431) by @Rocketknigh

GitHub 开源发布 官方一手发布

llama.cpp（ggml-org/llama.cpp）发布 v13.5。更新说明：ci : bump CUDA 13 release builds to 13.5 docker : bump cuda13 images to 13.5.0

GitHub 开源发布 官方一手发布

LangChain（langchain-ai/langchain）发布 v0.0.2。更新说明：Changes since langchain-typesafe==0.0.1 release(typesafe): 0.0.2 (#41720) feat(typesafe): accept a classifier in experimental middleware (#41657)

2 个独立信源报道同一事件

摩尔线程基于MTT S5000智算卡与MUSA软件栈，实现3万亿参数Kimi-K3.1 Pro的Day-0适配，打通文本与图片推理。