AI Coding Live News

Xinference v3.5.0 Released: Native YuE2 Music Generation, MinerU2.5 PDF Parsing & Apple MLX Audio Models

Open-source distributed model serving engine Xinference (xorbitsai/inference) shipped v3.5.0, substantially upgrading its multimodal inference and edge acceleration capabilities. The release adds out-of-the-box support for YuE2 music generation, alongside AuK/AuK-Flash and Irodori TTS v4.1. On Apple Silicon, Xinference introduces native Apple MLX hardware acceleration for FishAudio-S2-Pro, Irodori TTS Small, and Breeze TTS 2. On the visual and document AI front, it integrates MinerU2.5 for complex document parsing and LingBot-World-V2 for embodied world simulation, while introducing distributed correlation metadata propagation across actor calls for enterprise observability.

Xinference v3.5.0 Released: Native YuE2 Music Generation, MinerU2.5 PDF Parsing & Apple MLX Audio Models

Key Takeaways

  • Generative audio expansion: native support for YuE2 music generation plus AuK, AuK-Flash, and Irodori TTS v4.1
  • Apple MLX acceleration: brings native MLX execution for FishAudio-S2-Pro, Irodori TTS Small, and Breeze TTS 2 on Apple Silicon
  • Document AI & World Models: out-of-the-box deployment for MinerU2.5 document parsing and LingBot-World-V2 world simulation
  • Distributed correlation tracing: propagates correlation metadata across actor calls for seamless multi-agent debugging
  • Enterprise audit controls: opt-in model request logging and refined virtualenv package management in the web dashboard
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Linked Models & Agents:
⚡ YuE2⚡ FishAudio-S2-Pro⚡ MinerU2.5⚡ LingBot-World-V2🤖 Xinference Worker🌐 Xorbits AI🌐 SenseTime

Databricks Day-0: Gemini 3.8 Flash live on the Lakehouse with Unity governance

Databricks (@databricks) announces Day-0 access to Gemini 3.8 Flash: it highlights strong internal document parsing and OfficeQA Pro results, runs directly on Lakehouse data with Unity Gateway governance, and supports monitoring, scaling, and routing across custom AI apps.

Key Takeaways

  • Gemini 3.8 Flash is Day-0 available on Databricks for enterprise data workloads.
  • Runs on Lakehouse data with unified governance via Unity Gateway.
  • Supports monitoring, scaling, and routing across custom AI apps.
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Cohere Launches Parse 5: Agent-Ready Structured Document Parsing Leading ParseBench at $1.50/1K Pages

Cohere launched Parse 5 for enterprise document parsing, delivering bounding boxes, table structures, and semantic layouts with a 79.2 ParseBench score at an industry-leading $1.50 per 1,000 pages.

Key Takeaways

  • Specialized document parsing layer cuts token costs by up to 95% compared to multi-modal frontier LLMs;
  • Engineered specifically for agent pipelines with high-fidelity table hierarchies, bounding boxes, and metadata;
  • Available across Cohere API, AWS SageMaker, Azure Foundry, and an interactive Hugging Face Space.
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Linked Models & Agents: