We introduce X-Reasoner, a vision-language model posttrained solely on general-domain text for generalizable reasoning, using a twostage approach: an initial supervised fine-tuning phase with distilled long chainof-thoughts, followed by reinforcement learning with verifiable rewards. Experiments show that X-Reasoner successfully transfers reasoning capabilities to both multimodal and out-of-domain...
Specifications
| Parameters | 8.3B |
|---|---|
| Context window | 128,000 tokens |
| Minimum VRAM | 20 GB |
| Architecture | Qwen2_5_VLForConditionalGeneration (vLLM) |
| License | apache-2.0 |
| Modality | text+image->text |
| Released | February 2026 |
| Publisher | microsoft (Hugging Face) |
Pricing
| Input (per 1M tokens) | € 0.10 |
|---|---|
| Output (per 1M tokens) | € 0.18 |
Shared EU router, pay-per-token, scale-to-zero. Dedicated GPU deployments are billed hourly — see pricing.
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/chat/completions \
-H "Authorization: Bearer hyai-..." \
-H "Content-Type: application/json" \
-d '{
"model": "microsoft/X-Reasoner-7B",
"messages": [{"role": "user", "content": "Hello!"}]
}'
Frequently asked questions
Can I run X Reasoner 7B in the EU?
Yes. HostYourAI runs X Reasoner 7B 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 X Reasoner 7B 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 X Reasoner 7B cost?
Via the shared EU router you pay €0.10 per million input tokens and €0.18 per million output tokens, with no fixed costs. For high volume or isolation you can also run X Reasoner 7B as a dedicated hourly GPU instance.
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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