OVHcloud on Hugging Face Inference Providers 🔥

Summary

OVHcloud is now integrated as a supported Inference Provider on the Hugging Face Hub, expanding serverless inference options across model pages and client SDKs. The integration enables access to open-weight models, including gpt-oss, Qwen3, DeepSeek R1, and Llama, using European infrastructure with pay-per-token pricing starting at €0.04 per million tokens. Developers can connect via Python and JavaScript SDKs using either direct custom API keys or automatic routing through Hugging Face tokens. The service supports structured outputs, function calling, multimodal workflows, and embedding models while providing sub-200ms first-token response times. Calls routed through Hugging Face pass through standard provider pricing without markups, and PRO tier subscribers receive monthly inference credits.

Context

Hugging Face expanded its ecosystem of serverless inference providers to give users more access to frontier open-weight AI models through both direct provider accounts and routed Hub workflows.

Approach / What changed

OVHcloud was integrated into the Hugging Face Hub model pages and official Python and JavaScript client SDKs, allowing users to execute inference via custom OVHcloud API keys or routed Hugging Face authentication.

Takeaways

• OVHcloud AI Endpoints operate out of European data centers, offering sub-200ms first-token latency, pay-per-token pricing from €0.04 per million tokens, and support for structured outputs and function calling.
• Users can run inference in two modes: direct requests using a provider API key billed by OVHcloud, or routed requests authenticated with a Hugging Face token billed directly through Hugging Face without markup.
• Hugging Face client SDKs for Python (huggingface_hub >= 1.1.5) and JavaScript (@huggingface/inference) support specifying provider targets directly in the model identifier.

Related reading

• Hugging Face · Sep 19, 2025

  Scaleway on Hugging Face Inference Providers 🔥

  Scaleway is integrated as a supported serverless Inference Provider on the Hugging Face Hub, expanding model deployment options across Hub model pages and official client SDKs for JavaScript and Python. Operating out of European data centers located in Paris, France, Scaleway Generative APIs host open-weight models including gpt-oss, Qwen3, DeepSeek R1, and Gemma 3 with structured outputs, function calling, multimodal processing, and sub-200ms first-token response times. Developers can route inference requests using their Hugging Face tokens or supply direct Scaleway API keys. Billing for routed requests charges standard provider rates starting at €0.20 per million tokens without markups, while direct requests bill to Scaleway accounts. Hugging Face PRO subscribers receive two dollars of monthly inference credits applicable across providers.

  Guillaume Noale, Franck Pagny, Fred Bardolle, Guillaume Calmettes, Constance Morales, Célina Hanouti, Julien Chaumond, Simon Brandeis, Lucain Pouget

• Hugging Face · Sep 17, 2025