All tasks / Tools
Text Embeddings Inference
Hugging Face's open-source server for running embedding, reranking and sequence-classification models.
- Hugging Face
- Local only
- Free, open source
Where it ranks
- SEmbeddings & retrievalVector databases & engines · Local · via Qwen3-Embedding-8B
Tools without a benchmark of their own inherit the tier of the best model they offer.
Facts
- Vendor
- Hugging Face
- Approach
- Vector databases & engines
- Where it runs
- Runs only on your own hardware
- Interface
- Command line, API
- Skill level
- Advanced: command line, node graphs or self-hosting
- Price
- Free, open source
- Pricing notes
- Open source; self-hosted (Docker images).
- Source code
- Open source (Apache-2.0)
- GitHub stars
- 5.1k (19 Oct 2026)
- Last verified
- 19 Oct 2026
Price from github.com, 19 Oct 2026.
Models it gives you
- SQwen3-Embedding-8BAlibaba (Qwen) · open weights
- Bnomic-embed-text-v2-moeNomic AI · open weights
- Bsnowflake-arctic-embed-l-v2.0Snowflake · open weights
- –EmbeddingGemma 2Google · open weights