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+---
+parent: Connecting to LLMs
+nav_order: 450
+---
+
+# Hugging Face Inference Providers
+
+Aider can connect to [Hugging Face Inference Providers](https://huggingface.co/docs/inference-providers/) using the OpenAI-compatible client. Inference Providers gives you access to multiple AI providers through a single OpenAI-compatible API.
+
+You'll need a [Hugging Face account](https://huggingface.co/join) and an [access token](https://huggingface.co/settings/tokens).
+
+First, install aider:
+
+{% include install.md %}
+
+Then configure your API key and base URL:
+
+```
+# Mac/Linux:
+export OPENAI_API_BASE=https://router.huggingface.co/v1
+export HUGGINGFACE_API_KEY=<your-hf-token>
+
+# Windows:
+setx OPENAI_API_BASE https://router.huggingface.co/v1
+setx HUGGINGFACE_API_KEY <your-hf-token>
+# ... restart shell after setx commands
+```
+
+**Note:** `OPENAI_API_BASE` is required because Hugging Face Inference Providers uses an OpenAI-compatible endpoint. You can also use `HF_TOKEN` instead of `HUGGINGFACE_API_KEY`.
+
+Start working with aider on your codebase:
+
+```bash
+# Change directory into your codebase
+cd /to/your/project
+
+# Use any model from Inference Providers
+# Prefix the model name with huggingface/
+aider --model huggingface/<model-name>
+
+# Using MiniMaxAI/MiniMax-M2:
+aider --model huggingface/MiniMaxAI/MiniMax-M2
+```
+
+## Selecting a specific provider
+
+By default, Inference Providers automatically routes requests to the best available provider. If you want to use a specific provider you can append the provider name to the model:
+
+```bash
+aider --model huggingface/<model-name>:<provider>
+
+# Using GLM-4.6 via zai-org provider:
+aider --model huggingface/zai-org/GLM-4.6:zai-org
+```
+
+You can also use `:cheapest` or `:fastest` to automatically select based on cost or throughput:
+
+```bash
+# Use the cheapest available provider:
+aider --model huggingface/MiniMaxAI/MiniMax-M2:cheapest
+
+# Use the fastest available provider:
+aider --model huggingface/MiniMaxAI/MiniMax-M2:fastest
+```
+
+You can find the provider-specific syntax on any model card's "Use this model" → "Inference Providers" section.
+
+## Finding models
+
+You can discover models available via Inference Providers in several ways:
+
+1. **Browse models on Hugging Face**: Visit [models with Inference Providers](https://huggingface.co/models?pipeline_tag=text-generation&inference_provider=all&sort=trending) to see all models with at least one Inference Provider hosting them.
+
+2. **From model cards**: On any model card page (like [zai-org/GLM-4.6](https://huggingface.co/zai-org/GLM-4.6)), click "Use this model" → "Inference Providers" to see the code snippet with the exact model name.
+
+3. **See the docs**: Check the [Inference Providers Hub API docs](https://huggingface.co/docs/inference-providers/hub-api) for programmatic model discovery
+
+## More information
+
+- [Inference Providers documentation](https://huggingface.co/docs/inference-providers/)
+- [Pricing details](https://huggingface.co/docs/inference-providers/pricing)
+- [Supported providers](https://huggingface.co/docs/inference-providers/index#partners)