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2026.10.17 · Sat

#图像生成

#图像生成

Models

New models and versions, open weights, and changes in capability and pricing, with their evaluations.

10/16Fri
  1. The Decoder78

    Black Forest Labs releases FLUX 3 Image Klein with 8 GB VRAM support

    Black Forest Labs has released FLUX 3 Image Klein, a 5.6-billion-parameter open-weights model for text-to-image generation, image editing, and generation with up to ten reference images. It supports native 4K output, and its INT8 build runs on NVIDIA GPUs with 8 GB of VRAM, generating an image in under 9 seconds on an RTX 4070. The FLUX Kommunity License allows free commercial use for companies making under $5 million annually.

    Why it matters: The hardware requirements and commercial license threshold provide concrete context for assessing whether local image generation fits a team's available GPUs and business size.

10/11Sun
  1. 量子位78

    Google releases Nano Banana 2.1 image model with 4K output

    Google released Nano Banana 2.1, an upgraded image generation model with 4K output, mask-based editing and improved subject consistency. According to Arena, it gained about 61.7 points on average across text-to-image, multi-image editing and single-image editing, and Google halved API prices for 1K and 2K images while cutting 4K by about 25%. It is available in the Gemini app and Google AI Studio, with 50 free credits daily.

    Why it matters: The piece rounds up Arena ranking gains, API price cuts and early user tests of Nano Banana 2.1, including reported watermark and repeated-edit issues.

10/9Fri
  1. Qwen · X65

    Qwen releases Qwen-Image-2.1-Turbo, generating and editing images with 8-step denoising and open weights

    Qwen has released Qwen-Image-2.1-Turbo, based on the same 7B visual generation architecture as Qwen-Image-2.1, requiring only 8 denoising steps to generate and edit images, with weights now open on ModelScope and Hugging Face.

    Why it matters: Qwen's image model gains a Turbo accelerated version, with 8-step sampling and open weights offering a generation and editing path that can be integrated directly.

10/2Fri
  1. The Decoder78

    Black Forest Labs releases Flux 3 Image with multi-step editing

    Black Forest Labs released Flux 3 Image, an image model in the Flux 3 family. The company says it supports multi-step editing without changing other parts of an image and covers text-to-image, image-to-image, text rendering, and photorealistic generation.

    Why it matters: Flux 3 Image combines multi-step editing with 4K output and a reference-image limit, allowing comparison with Ideogram 4.5 on the pace of competition in image-editing models.

7/1Wed
  1. Google DeepMind78

    Google DeepMind releases Nano Banana 2 Lite and Gemini Omni Flash

    Google DeepMind has released Nano Banana 2 Lite and Gemini Omni Flash. The former is the fastest model in the Nano Banana family.

    Why it matters: Both models are available to developers, with details on latency, pricing, and capability limits to help assess the cost and usability of the image-to-video pipeline.

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