MODEL PROFILE · 模型档案

KVAE-2D-2.0

kandinskylab · KVAE-2D-2.0

KVAE-Image 2.0 is the image tokenizer from KVAE 2.0, a family of image and video tokenizers designed to provide latent representations for diffusion models. It compresses RGB images by 8 x 8 into continuous 32-channel latents and reconstructs them with high fidelity. A new revision `v2.1` is available and `main` points to it (`from_pretrained(..., revision="v2.0")` for the initial release); reconstruction quality on COCO val2017 (5000 images, native resolution, center crop to a multiple of 32, bf16): In a side-by-side human evaluation of text-to-image generations, KVAE-Image 2.1 is preferred over 2.0 with an overall win rate of 54/46, driven by prompt following (56/44) and semantic quality (56/44), with visual quality on par (51/49).

译文排队中,当前展示来源原文。

license:apache-2.0
上下文窗口来源未披露
输入 → 输出待核验 → 待核验
模型权重待核验
档案更新时间2026/11/2 19:15:54
OVERVIEW

模型介绍

KVAE-Image 2.0 is the image tokenizer from KVAE 2.0, a family of image and video tokenizers designed to provide latent representations for diffusion models. It compresses RGB images by 8 x 8 into continuous 32-channel latents and reconstructs them with high fidelity. A new revision `v2.1` is available and `main` points to it (`from_pretrained(..., revision="v2.0")` for the initial release); reconstruction quality on COCO val2017 (5000 images, native resolution, center crop to a multiple of 32, bf16): In a side-by-side human evaluation of text-to-image generations, KVAE-Image 2.1 is preferred over 2.0 with an overall win rate of 54/46, driven by prompt following (56/44) and semantic quality (56/44), with visual quality on par (51/49).

主要特点

特点摘要待依据来源补齐,不凭模型名称推断能力。

局限与注意事项

暂无足够来源支持具体缺点结论。请重点验证实际任务表现、时延、数据政策、许可与版本生命周期。

PRICING & COST

来源报价与费用分析

同一模型在不同渠道、地区和配置下可能采用不同价格。下表独立保留各渠道报价,不将渠道价格视为厂商官方统一价格。

来源 / 渠道输入输出计费单位采集时间
暂未取得可核验报价,请查阅来源渠道。

按月估算基础 Token 费用

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预估不包含缓存优惠、阶梯定价、多模态附加费用、网络检索、税费及推理额外输出。

INDEPENDENT BENCHMARKS

公开评测与运行配置

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

查看完整已收录榜单 →

常见问题

开放权重是否代表可以免费商用?

不一定。应核对具体版本许可证、商用门槛和使用政策。自部署还会产生算力和维护成本。

这些价格是实时结算价格吗?

不是实时结算价格,而是带采集时间的来源报价快照。请到对应渠道核对当前版本、区域、折扣和计费方式。

资料来源与可追溯记录

许可证:apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。