{"registry_version":"2026.1025.387","generated_at":"2026-10-25T06:27:00Z","content_sha256":"089d16f627d9365e3d0663cc8069203706d7cb23a76c332226e29686968811a5","signed":true,"signature":{"key_id":"ed25519:74ca19268e364242","algorithm":"ed25519","expires_at":"2026-11-24T06:27:09Z","expired":false,"manifest":"/registry/manifest.json"},"entry_sha256":"86841ad6574d7c19ec49d8e1a9f8aeb8f25c8d774cfcab76ea161fe12a8c446d","entry":{"id":"huggingface/inference","name":"Hugging Face Inference Providers","vendor":"Hugging Face","summary":"One Hugging Face token routes requests to many inference providers (OpenAI-compatible router). Pay-as-you-go; free accounts must buy credits.","category":"ai","group":"A","homepage":"https://huggingface.co/","docs":["https://huggingface.co/docs/inference-providers/index"],"status":"researched","last_verified":null,"last_researched":"2026-10-25","sources":[{"id":"inference","url":"https://huggingface.co/docs/inference-providers/index","title":"Hugging Face docs - Inference Providers","accessed":"2026-10-25","supports":"Fine-grained token with Make calls to Inference Providers permission; HF_TOKEN env var in examples; router https://router.huggingface.co/v1; packages huggingface_hub and @huggingface/inference","kind":"official"},{"id":"tokens","url":"https://huggingface.co/docs/hub/security-tokens","title":"Hugging Face docs - User access tokens","accessed":"2026-10-25","supports":"Tokens at settings/tokens; fine-grained, read, write roles; hf_ prefix example; fine-grained recommended for production; org policies can make tokens Pending approval","kind":"official"},{"id":"pricing","url":"https://huggingface.co/docs/inference-providers/pricing","title":"Hugging Face docs - Inference Providers pricing and billing","accessed":"2026-10-25","supports":"Free users no monthly credits (purchase required); PRO $2.00/month; Team/Enterprise $2.00 per seat; no markup; X-HF-Bill-To for org billing","kind":"official"},{"id":"content-policy","url":"https://huggingface.co/content-policy","title":"Hugging Face Content Policy","accessed":"2026-10-25","supports":"Restricted content categories (illegal, fraud/malicious, harmful/abusive, privacy/IP violations, spam); enforcement up to account suspension","kind":"official"}],"allowed_domains":["huggingface.co","hf.co"],"have_ready":[{"kind":"payment_card","description":"Card to buy credits or subscribe to PRO","why":"Free users get no included credits and must purchase credits to use Inference Providers.","needed_for":["add-credits"],"auto_check":"none","source":"pricing"}],"steps":[{"id":"sign-in","title":"Sign in or create a Hugging Face account","summary":"Sign in to Hugging Face. If you have no account yet, you create it yourself; verapli does not create accounts.","route":"guided","depends_on":[],"gate":"human_login","url":"https://huggingface.co/login"},{"id":"add-credits","title":"Buy credits or upgrade to PRO","summary":"Free accounts must purchase credits (or upgrade to PRO for $2.00/month included credits) before routed inference works.","route":"guided","depends_on":["sign-in"],"gate":"human_payment","url":"https://huggingface.co/settings/billing","sources":["pricing"]},{"id":"create-token","title":"Create a fine-grained token","summary":"Create a fine-grained User Access Token with the \"Make calls to Inference Providers\" permission and store it as HF_TOKEN.","route":"guided","depends_on":["sign-in"],"gate":"human_submit","url":"https://huggingface.co/settings/tokens/new?ownUserPermissions=inference.serverless.write&tokenType=fineGrained","recovery":[{"hiccup":"403 on organisation resources; token shows an hourglass","fix":"The organisation requires admin approval for fine-grained tokens; wait for approval or ask an admin.","source":"tokens"}],"capture":{"env":"HF_TOKEN","kind":"token","mask_pattern":"^hf_"},"sources":["inference","tokens"]}],"outputs":[{"name":"HF_TOKEN","description":"Hugging Face fine-grained user access token","secret":true,"example_format":"hf_…","from_step":"create-token"}],"terms_notes":[{"kind":"rules_say","severity":"amber","title":"Content policy","text":"Illegal, fraudulent, malicious, abusive, privacy- or IP-violating content and spam are restricted; violations can lead to removal or account suspension. Individual models carry their own licences.","source":"content-policy"}],"pricing_notes":{"free_tier":"No included credits on free accounts.","costs":"Pay-as-you-go at provider rates with no markup; PRO and Team/Enterprise seats include $2.00/month.","source":"pricing"},"stripe_projects":false,"api_provisioning":{"available":"no","source":"tokens"},"detect":{"env_names":["HF_TOKEN"],"packages":["huggingface_hub","@huggingface/inference"]}}}