Model garden Router · on request Dedicated · available

harrier oss v1 27b

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

harrier-oss-v1 is a family of multilingual text embedding models developed by Microsoft. The models use decoder-only architectures with last-token pooling and L2 normalization to produce dense text embeddings. They can be applied to a wide range of tasks, including but not limite...

microsoft/harrier-oss-v1-27b On request
text->embedding · microsoft · sovereign EU
Runs on EU infrastructure operated by European companies; US marketplace capacity is never part of this chain. Full chain
27B
Parameters
131K
Context window
80GB
Minimum VRAM
POST /api/v1/embeddings On request

Specifications

Parameters 27B
Context window 131,072 tokens
Minimum VRAM 80 GB
Architecture Gemma3TextModel (vLLM)
License mit
Modality text->embedding
Released March 2026
Publisher microsoft ↗

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 €1,30 per hour
Your own vLLM instance on European cloud (80 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.

~68.6 / 100 · Estimate

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

Range 62.8 to 74.4

Sources: Epoch AI ↗ · LiveBench ↗ · LMArena ↗ · Refreshed daily, last on 04-11-2026

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": "microsoft/harrier-oss-v1-27b",
    "input": "The quick brown fox"
  }'

Frequently asked questions

Can I run harrier oss v1 27b in the EU?

Yes. HostYourAI runs harrier oss v1 27b 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 harrier oss v1 27b 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 harrier oss v1 27b cost?

harrier oss v1 27b 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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