Best Open Embedding Models
A linked shortlist of open embedding models ranked by license clarity, popularity, and neutral trust metadata. Canonical URL: https://huggingbay.xyz/answers/best-open-embedding-models.
Best Open Embedding Models is a citation-ready Hugging Bay answer pack backed by live catalog rows. Representative rows: Alibaba-NLP/gte-base-en-v1.5, HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1, hassan7272/urdu-finance-embeddings, BAAI/bge-small-en, avsolatorio/NoInstruct-small-Embedding-v0. Use each canonical citation URL plus metadata/card endpoints for current license, trust, hosting, and download state. Canonical URL: https://huggingbay.xyz/answers/best-open-embedding-models.
Question: What are the best open embedding models?
A linked shortlist of open embedding models ranked by license clarity, popularity, and neutral trust metadata.
Answer pack JSON Citation pack License guide
- Alibaba-NLP/gte-base-en-v1.5: Model from Hugging Face for sentence similarity: Alibaba-NLP/gte-base-en-v1.5 · transformers
- HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1: Model from Hugging Face for sentence similarity: HIT-TMG/KaLM-embedding-multilingual-mini-instruct-v1 · sentence transformers
- hassan7272/urdu-finance-embeddings: Model from Hugging Face: hassan7272/urdu-finance-embeddings
- BAAI/bge-small-en: Model from Hugging Face for feature extraction: BAAI/bge-small-en · transformers
- avsolatorio/NoInstruct-small-Embedding-v0: Model from Hugging Face: avsolatorio/NoInstruct-small-Embedding-v0
- Ashokreddy6/CounselAssistant-RetrieverV1: Model from Hugging Face: Ashokreddy6/CounselAssistant-RetrieverV1
- ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cgist: Model from Hugging Face: ai4data/devdata-search-multilingual-e5-small-cgist-guide-e5cgist
- ohnokayden/bge-large-en-v1.5: Model from Hugging Face: ohnokayden/bge-large-en-v1.5
- Just-Bax/bge-m3-uzbek-cyrillic: Model from Hugging Face for sentence similarity: Just-Bax/bge-m3-uzbek-cyrillic · sentence transformers
- antoinelouis/colbertv1-camembert-base-mmarcoFR: Model from Hugging Face: antoinelouis/colbertv1-camembert-base-mmarcoFR
- intfloat/llm-retriever-base: Model from Hugging Face: intfloat/llm-retriever-base
- Snowflake/snowflake-arctic-embed-m-v2.0: Model from Hugging Face for sentence similarity: Snowflake/snowflake-arctic-embed-m-v2.0 · sentence transformers
Open interactive answer pack
Updated 2026-09-11 from the live catalog.