Model overview
BGE-M3 是一个多功能、多语言、多粒度的文本嵌入模型。它支持三种常见的检索功能：密集检索、多向量检索和稀疏检索。该模型可以处理超过100种语言，并且能够处理从短句到长达8192个词元的长文档等不同粒度的输入。BGE-M3在多语言和跨语言检索任务中表现出色，在 MIRACL 和 MKQA 等基准测试中取得了领先结果。它还具有处理长文档检索的能力，在 MLDR 和 NarritiveQA 等数据集上展现了优秀性能
The summary below is compiled from sources by an AI model, not our own testing. Verify selection decisions against original sources and your workload.
Key features
- 支持密集检索、多向量检索和稀疏检索三种检索模式
- 覆盖100多种语言，具备强跨语言与多语言检索能力
- 支持从短句到8192词元长文档的多粒度文本输入
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| Apilio · default ↗ | Not verified | Not verified | 渠道倍率待核验 | 2026/11/2 06:25:15 |
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
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。
View full indexed rankings →Frequently asked questions
BGE-M3 支持哪些检索方式？
支持密集检索、多向量检索和稀疏检索三种常见检索功能。
该模型能处理多少种语言？
可处理超过100种语言。
BGE-M3 最大支持多长的输入文本？
最大支持长达8192个词元的输入文本。
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：来源未披露，须进一步核验。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。