---
title: eelml-multilingual-e5-small-mlx-fp16
canonical_url: "https://www.modelscope.cn/models/niefeng/eelml-multilingual-e5-small-mlx-fp16"
md_url: "https://www.modelscope.cn/models/niefeng/eelml-multilingual-e5-small-mlx-fp16.md"
repository: niefeng/eelml-multilingual-e5-small-mlx-fp16
chinese_name: "EELML Multilingual E5 Small MLX FP16"
last_updated: 2026-08-21
license: MIT
pipeline_tag: feature-extraction
tasks:
  - feature-extraction
library_name:
  - other
frameworks:
  - Other
downloads: 0
stars: 0
---

# eelml-multilingual-e5-small-mlx-fp16

> eelml-multilingual-e5-small-mlx-fp16 - niefeng 在 ModelScope 开源的模型。EELML Studio system embedding package for MLX

niefeng/eelml-multilingual-e5-small-mlx-fp16 是 ModelScope 魔搭社区上的feature-extraction模型，采用 MIT 许可。

- **Repository**: niefeng/eelml-multilingual-e5-small-mlx-fp16
- **License**: MIT
- **Tasks**: feature-extraction
- **Downloads**: 0
- **Stars**: 0
- **Last updated**: 2026-08-21

Source: https://www.modelscope.cn/models/niefeng/eelml-multilingual-e5-small-mlx-fp16

---

# EELML multilingual-e5-small · MLX FP16

EELML Studio system embedding package compiled from
[`intfloat/multilingual-e5-small`](https://huggingface.co/intfloat/multilingual-e5-small)
at revision `f470c6a1a906014160ece1968c484b275f0396de`.

This model is a system model. It does not enter chat generation. EELML Studio
uses it for capability search and can reuse the same embedding runtime for
memory and knowledge retrieval.

## Package contract

| Field | Value |
| --- | --- |
| File | `multilingual-e5-small-mlx-fp16-v1.eelml` |
| Package ID | `system.multilingual-e5-small.mlx-fp16.v1` |
| Canonical graph | `multilingual_e5.canonical@1` |
| Physical layout | `mlx_embedding_fp16_v1` |
| Runtime adapter | `mlx_embedding` |
| Model protocol | `embedding_v1` |
| Embedding dimension | 384 |
| Pooling | attention-mask mean |
| Normalization | L2 |
| Maximum input | 512 tokens |
| Size | 252,204,283 bytes |
| SHA-256 | `e4f45b77515657883e584c0c3e52a9986c2fe3d1e0871fe5ba474cd6b0a294c1` |

Queries and passages must use the E5 `query:` and `passage:` prefixes recorded
by the package contract. Installation is owned by EELML Studio: download,
verification, atomic placement, and the system-model binding are committed to
SQLite as one managed operation.

## License and attribution

The upstream multilingual-e5-small model is published under the MIT License.
The EELML physical package remains subject to the upstream model license and
attribution requirements.

---

这是 EELML Studio 的系统 Embedding 模型，不参与聊天生成。App 下载完成并严格校验后，
才会启用 BM25 与向量检索的混合召回。