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03 Model garden Serve

Codestral Embed

Instantly via the EU router or as a dedicated GPU deployment. Data stays in Europe.

curl
$ curl https://hostyourai.com/api/v1/embeddings \
  -H "Authorization: Bearer hyai-..." \
  -H "Content-Type: application/json" \
  -d '{
    "model": "codestral-embed-2505",
    "input": "The quick brown fox"
  }'

Call it now

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

Serve Model garden
codestral-embed-2505

text->embedding · open weights · sovereign EU

Runs on EU infrastructure operated by European companies, from your request to the GPU. See the full chain

Codestral Embed is an open-source language model from Codestral-embed-2505 with a 8K-token context window, hosted on EU GPUs via an OpenAI-compatible API.

Router
Router · warm
Dedicated
Dedicated · on request
Input (per 1M tokens)
€0.17
8KContext window
POST /api/v1/embeddings 200 OK

Specifications

Context window8,192 tokens
Modalitytext->embedding

Pricing

Shared router · per token

€0.17Input (per 1M tokens)

Dedicated GPU · per hour

On requestDedicated deployment. Billed per GPU minute.

Shared EU router, you pay only per token. Dedicated GPU deployments are billed per minute, see pricing.

Questions

Frequently asked questions

Can I run Codestral Embed in the EU?

Yes. HostYourAI runs Codestral Embed 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 Codestral Embed 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 Codestral Embed cost?

Via the shared EU router you pay €0.17 per million input tokens. Embeddings have no output tokens.

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.

The platform

One platform, four layers

Start with one layer and add the others when the work asks for it. They share one key, one balance and one Activity view.

Code

Your coding agent on open models in Europe, set up with one command.

Open

Control

Keys, budgets and guardrails per team, and personal data stopped before any model sees it.

Open

Serve

Shared per token, or running for you alone, from European data centres.

Open

EU compute

Private GPUs in Europe, H100 to B300, sized for response time, generation speed and concurrent users.

Open

Try Codestral Embed for free

Creating an account takes a minute. Your API key works with Codestral Embed right away.

  • Jantine
  • Hans
  • Sander
  • Jos
  • Daan
  • Kyra
  • Margriet
  • Stan
The team behind HostYourAI