Bge Small Zh
Bge Small Zh is a Chinese text embedding model hosted on Hugging Face. Developed by the Beijing Academy of Artificial Intelligence, it belongs to the class of foundation models and is designed for feature extraction from Chinese text.
The model is provided as a Transformers-compatible checkpoint with PyTorch and Safetensors weights. It carries an MIT license and can be loaded directly through the Hugging Face ecosystem for tasks that require generating embeddings from Chinese input. Example code shows instantiation via the pipeline API for feature-extraction or by importing AutoTokenizer and AutoModel from the transformers library.
Documentation on the repository page covers usage patterns with FlagEmbedding, Sentence-Transformers, Langchain, and the core Hugging Face Transformers library. It also references two arXiv papers that describe the underlying approach. The model is listed under tags that include bert, text-embeddings-inference, and Chinese.
It is distributed for free as an open-source artifact on the Hugging Face platform.
Overview
5 featuresBge Small Zh is an Embeddings & retrieval project. It focuses on enabling efficient Chinese text embedding and feature extraction for NLP applications using an open-source model. Bge Small Zh is an open-source project aimed at Chinese NLP researchers and developers. Bge Small Zh is open source under the MIT license. It ships for the command line, and it can be self-hosted.
It is developed by Beijing Academy of Artificial Intelligence, and it first shipped in 2023. Development happens publicly on GitHub with 12k stars and 3 commits in the last 90 days. Among its 5 catalogued features are text embedding, chinese language support, and feature extraction.
Summary written by a language model from the project’s public pages.
- Text embedding
- Chinese language support
- Feature extraction
- Transformer architecture
- Open weights
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- multiple
- bLangChain in the HTML · bLlamaIndex in the HTML
- local_oss
- huggingface in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed19 Jul · 19:17 UTCBAAI/bge-small-zh-v1.5 verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Bge Small Zh
- What does Bge Small Zh do?
- Bge Small Zh focuses on enabling efficient Chinese text embedding and feature extraction for NLP applications using an open-source model. It is catalogued under Embeddings & retrieval on PulseGate.
- Who should use Bge Small Zh?
- Bge Small Zh is an open-source project built for Chinese NLP researchers and developers.
- Is Bge Small Zh free?
- Yes — Bge Small Zh is open source under the MIT license and free to use.
- What platforms does Bge Small Zh run on?
- Bge Small Zh runs on the command line. It can also be self-hosted.
- Is Bge Small Zh still maintained?
- The GitHub repository shows 3 commits in the last 90 days.
- What are alternatives to Bge Small Zh?
- Similar projects tracked by PulseGate include Bge Large Zh, Bge Small Zh, and Bge Base Zh.Bge Large ZhBge Small ZhBge Base Zh
- Who makes Bge Small Zh?
- Bge Small Zh is developed by Beijing Academy of Artificial Intelligence.
- How long has Bge Small Zh been around?
- Bge Small Zh first shipped in 2023.
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