KI News: Kurz und klar.

In diesem Beitrag stellen wir das Five‑V‑Framework vor – ein bewährtes Konzept, das bereits 65 % der Projekte im AWS Generative AI Innovation Center erfolgreich von der Idee bis zur Produktion geführt hat. Einige Kunden konnten ihre Lösungen in nur 45 Tagen live schalten.

ComfyUI, die Open‑Source‑Grafikoberfläche für generative AI‑Workflows, hat im vergangenen Monat bedeutende Updates veröffentlicht. Die neue Version steigert die Ausführungsgeschwindigkeit auf NVIDIA RTX‑Grafikkarten um bis zu 40 % und erweitert die Modellpalette um innovative KI‑Modelle wie Wan 2.2, Qwen‑Image, FLUX.1 Krea [dev] und Hunyuan3D 2.1.

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Das neueste Update von IREE, dem MLIR‑basierten Compiler und Laufzeit für maschinelles Lernen, bringt erstmals vollständigen RISC‑V‑Microkernel‑Support. Durch die gezielte Umwandlung von MLIR‑Linalg‑Kernkontraktionsoperationen in die linalg.mmt4d‑Operation für die RISC‑V64‑Architektur wird die Pass‑Pipeline von IREE erweitert. Anschließend wurden speziell optimierte Microkernels für RISC‑V entwickelt, die die Ausführungsgeschwindigkeit signifikant erhöhen.

Amazon hat eine neue Multi-Node-Inferrer-Lösung für seinen generativen AI‑Shopping‑Assistenten Rufus entwickelt. Dabei kommen die eigenen Trainium‑Chips und die Open‑Source‑Bibliothek vLLM zum Einsatz, um große Sprachmodelle effizient und skalierbar bereitzustellen. Die Architektur kombiniert ein Leader‑Follower‑Orchestrierungsmodell, hybride Parallelisierungstechniken und eine Abstraktionsschicht für Multi‑Node‑Inference, die auf Amazon ECS läuft. So können Modelle über mehrere Knoten hinweg verteilt werden, während gleichzeitig hohe Leistung und Zuverlässigkeit gewährleistet bleiben.