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Model garden Router · on request Dedicated · available

granite embedding small english r2

Runs as your own dedicated GPU deployment, ready to launch from the wizard. Data stays in Europe.

Model Summary: Granite-embedding-small-english-r2 is a 47M parameter dense biencoder embedding model from the Granite Embeddings collection that can be used to generate high quality text embeddings. This model produces embedding vectors of size 384 based on context length of upto...

Start for free ← All models
ibm-granite/granite-embedding-small-english-r2 On request
text->embedding · ibm-granite · sovereign EU
Runs on EU infrastructure operated by European companies; US marketplace capacity is never part of this chain. Full chain
0B
Parameters
8K
Context window
8GB
Minimum VRAM
POST /api/v1/embeddings On request

Specifications

Parameters 0B
Context window 8,192 tokens
Minimum VRAM 8 GB
Architecture ModernBertModel (vLLM)
License apache-2.0
Modality text->embedding
Released July 2025
Publisher ibm-granite ↗

Pricing

Shared router · per token
On request
Not available on the shared router. Pricing on request as a dedicated GPU deployment.
Dedicated GPU · per hour
from €0,90 per hour
Your own vLLM instance on European cloud (8 GB VRAM), billed hourly.

Shared EU router, pay-per-token, scale-to-zero. Dedicated GPU deployments are billed hourly, see pricing.

Bench index

Bench is our quality index for every model, 0 to 100. It rests on public measurements (Epoch AI with about 40 benchmarks, LiveBench, LMArena and more) and is refreshed every morning. Where nobody measures, it shows an estimate with a range.

~55.3 / 100 · Estimate

Estimated from its size, fitted on every model on MTEB (its own scale).

Range 49.5 to 61.1

Sources: Epoch AI ↗ · LiveBench ↗ · LMArena ↗ · Refreshed daily, last on 03-11-2026

Call it now

Drop-in replacement for OpenAI: change only the base URL and API key. The Anthropic format (/v1/messages) is supported too.

curl https://hostyourai.com/api/v1/embeddings \
  -H "Authorization: Bearer hyai-..." \
  -H "Content-Type: application/json" \
  -d '{
    "model": "ibm-granite/granite-embedding-small-english-r2",
    "input": "The quick brown fox"
  }'

Frequently asked questions

Can I run granite embedding small english r2 in the EU?

Yes. HostYourAI runs granite embedding small english r2 on GPUs in European datacenters via vLLM. Prompts and outputs never leave the EU and there is no US cloud provider in the chain.

Is hosting granite embedding small english r2 GDPR-compliant?

Yes. All processing happens inside the EU, a Data Processing Agreement (DPA) is available and the subprocessor list is public. Open-source weights also mean: no training on your data.

How much does granite embedding small english r2 cost?

granite embedding small english r2 needs several GPUs at once, so it runs as a dedicated deployment billed per GPU-hour rather than per token. Tell us your volume and we will work it out with you.

Is the API OpenAI-compatible?

Yes. You use the standard OpenAI SDKs with a custom base URL (https://hostyourai.com/api/v1). The Anthropic Messages API is supported as a drop-in as well.

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