Deploy Embedding Models with Hugging Face Inference Endpoints
What changed
Compared to LLMs are Embedding Models smaller in size and faster for inference. That is very important since you need to recreate your embeddings after you changed your model or improved your model fine-tuning. In this blog post, we will show you how to deploy open-source Embedding Models to Hugging Face Inference Endpoints using Text Embedding Inference, our managed SaaS solution that makes it easy to deploy models.
Why it matters
A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.
How it compares
Related prior coverage to compare against:
- Deploy LLMs with Hugging Face Inference Endpoints
- Getting Started with Hugging Face Inference Endpoints
- Deploy MusicGen in no time with Inference Endpoints
Sources
- Deploy Embedding Models with Hugging Face Inference Endpoints (huggingface-blog)primary