HostYourAI

FastContext 1.0 4B RL hosting in the EU — OpenAI-compatible API

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

FastContext-1.0 is a lightweight repository-exploration subagent for LLM coding agents. Instead of letting a single model both explore the repository and solve the task, FastContext separates these two roles: it is invoked on demand by a main coding agent, issues parallel read-only tool calls (READ, GLOB, GREP), and returns compact file paths and line ranges as focused context.

Specifications

Parameters4B
Context window262,144 tokens
Minimum VRAM10 GB
ArchitectureQwen3ForCausalLM (vLLM)
Licensemit
Modalitytext->text
ReleasedJune 2026
Publishermicrosoft (Hugging Face)

Pricing

Input (per 1M tokens)€ 0.05
Output (per 1M tokens)€ 0.10

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/FastContext-1.0-4B-RL",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Frequently asked questions

Can I run FastContext 1.0 4B RL in the EU?

Yes. HostYourAI runs FastContext 1.0 4B RL 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 FastContext 1.0 4B RL 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 FastContext 1.0 4B RL cost?

Via the shared EU router you pay €0.05 per million input tokens and €0.10 per million output tokens, with no fixed costs. For high volume or isolation you can also run FastContext 1.0 4B RL 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.

Try FastContext 1.0 4B RL for free

Creating an account takes a minute. Test FastContext 1.0 4B RL straight away in the playground.

Start for free

← All models