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HuggingFaceInfra merged 1 commit into from
Sep 11, 2026
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[Bot] Update Inference Providers documentation #2776

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10 changes: 10 additions & 0 deletions docs/inference-providers/providers/cerebras.md
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Expand Up @@ -50,3 +50,13 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
providersMapping={ {"cerebras":{"modelId":"openai/gpt-oss-120b","providerModelId":"gpt-oss-120b"} } }
conversational />


### Chat Completion (VLM)

Find out more about Chat Completion (VLM) [here](../tasks/chat-completion).

<InferenceSnippet
pipeline=image-text-to-text
providersMapping={ {"cerebras":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen-3.8-27b"} } }
conversational />

2 changes: 1 addition & 1 deletion docs/inference-providers/providers/hf-inference.md
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Expand Up @@ -120,7 +120,7 @@ Find out more about Summarization [here](../tasks/summarization).

<InferenceSnippet
pipeline=summarization
providersMapping={ {"hf-inference":{"modelId":"facebook/bart-large-cnn","providerModelId":"facebook/bart-large-cnn"} } }
providersMapping={ {"hf-inference":{"modelId":"Falconsai/text_summarization","providerModelId":"Falconsai/text_summarization"} } }
/>


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10 changes: 10 additions & 0 deletions docs/inference-providers/providers/publicai.md
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Expand Up @@ -52,3 +52,13 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
providersMapping={ {"publicai":{"modelId":"speakleash/Bielik-11B-v3.0-Instruct","providerModelId":"speakleash/Bielik-11B-v3.0-Instruct"} } }
conversational />


### Chat Completion (VLM)

Find out more about Chat Completion (VLM) [here](../tasks/chat-completion).

<InferenceSnippet
pipeline=image-text-to-text
providersMapping={ {"publicai":{"modelId":"swiss-ai/Apertus-v1.5-8B","providerModelId":"swiss-ai/apertus-v1.5-8b"} } }
conversational />

3 changes: 1 addition & 2 deletions docs/inference-providers/tasks/chat-completion.md
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Expand Up @@ -24,7 +24,6 @@ This is a subtask of [`text-generation`](https://huggingface.co/docs/inference-p
- [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it): A text-generation model trained to follow instructions.
- [Qwen/Qwen3-Coder-480B-A35B-Instruct](https://huggingface.co/Qwen/Qwen3-Coder-480B-A35B-Instruct): Powerful text generation model for coding.
- [openai/gpt-oss-120b](https://huggingface.co/openai/gpt-oss-120b): Great text generation model with top-notch tool calling capabilities.
- [zai-org/GLM-4.5](https://huggingface.co/zai-org/GLM-4.5): Powerful text generation model.
- [Qwen/Qwen3-4B-Thinking-2507](https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507): A powerful small model with reasoning capabilities.
- [Qwen/Qwen2.5-7B-Instruct-1M](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct-1M): Strong conversational model that supports very long instructions.
- [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct): Text generation model used to write code.
Expand Down Expand Up @@ -79,7 +78,7 @@ conversational />

<InferenceSnippet
pipeline=image-text-to-text
providersMapping={ {"baseten":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"cohere":{"modelId":"CohereLabs/aya-vision-32b","providerModelId":"c4ai-aya-vision-32b"},"deepinfra":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"featherless-ai":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"fireworks-ai":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"accounts/fireworks/models/glm-5p3-flash"},"novita":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen/qwen3.8-27b"},"nscale":{"modelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct","providerModelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct"},"ovhcloud":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen3.8-27B"},"scaleway":{"modelId":"Qwen/Qwen3.6-35B-A3B","providerModelId":"qwen3.6-35b-a3b"},"together":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"zai-org":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"glm-5.3-flash"}} }
providersMapping={ {"baseten":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"cerebras":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen-3.8-27b"},"cohere":{"modelId":"CohereLabs/aya-vision-32b","providerModelId":"c4ai-aya-vision-32b"},"deepinfra":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"featherless-ai":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"fireworks-ai":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"accounts/fireworks/models/glm-5p3-flash"},"novita":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen/qwen3.8-27b"},"nscale":{"modelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct","providerModelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct"},"ovhcloud":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen3.8-27B"},"publicai":{"modelId":"swiss-ai/Apertus-v1.5-8B","providerModelId":"swiss-ai/apertus-v1.5-8b"},"scaleway":{"modelId":"Qwen/Qwen3.6-35B-A3B","providerModelId":"qwen3.6-35b-a3b"},"together":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"zai-org":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"glm-5.3-flash"}} }
conversational />


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2 changes: 1 addition & 1 deletion docs/inference-providers/tasks/image-text-to-text.md
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Expand Up @@ -36,7 +36,7 @@ hf models ls --warm --pipeline-tag image-text-to-text --sort trending_score

<InferenceSnippet
pipeline=image-text-to-text
providersMapping={ {"baseten":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"cohere":{"modelId":"CohereLabs/aya-vision-32b","providerModelId":"c4ai-aya-vision-32b"},"deepinfra":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"featherless-ai":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"fireworks-ai":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"accounts/fireworks/models/glm-5p3-flash"},"novita":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen/qwen3.8-27b"},"nscale":{"modelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct","providerModelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct"},"ovhcloud":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen3.8-27B"},"scaleway":{"modelId":"Qwen/Qwen3.6-35B-A3B","providerModelId":"qwen3.6-35b-a3b"},"together":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"zai-org":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"glm-5.3-flash"}} }
providersMapping={ {"baseten":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"cerebras":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen-3.8-27b"},"cohere":{"modelId":"CohereLabs/aya-vision-32b","providerModelId":"c4ai-aya-vision-32b"},"deepinfra":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"featherless-ai":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen/Qwen3.8-27B"},"fireworks-ai":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"accounts/fireworks/models/glm-5p3-flash"},"novita":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"qwen/qwen3.8-27b"},"nscale":{"modelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct","providerModelId":"meta-llama/Llama-4-Scout-17B-16E-Instruct"},"ovhcloud":{"modelId":"Qwen/Qwen3.8-27B","providerModelId":"Qwen3.8-27B"},"publicai":{"modelId":"swiss-ai/Apertus-v1.5-8B","providerModelId":"swiss-ai/apertus-v1.5-8b"},"scaleway":{"modelId":"Qwen/Qwen3.6-35B-A3B","providerModelId":"qwen3.6-35b-a3b"},"together":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"zai-org/GLM-5.3-Flash"},"zai-org":{"modelId":"zai-org/GLM-5.3-Flash","providerModelId":"glm-5.3-flash"}} }
conversational />


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2 changes: 1 addition & 1 deletion docs/inference-providers/tasks/summarization.md
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Expand Up @@ -36,7 +36,7 @@ hf models ls --warm --pipeline-tag summarization --sort trending_score

<InferenceSnippet
pipeline=summarization
providersMapping={ {"hf-inference":{"modelId":"facebook/bart-large-cnn","providerModelId":"facebook/bart-large-cnn"}} }
providersMapping={ {"hf-inference":{"modelId":"Falconsai/text_summarization","providerModelId":"Falconsai/text_summarization"}} }
/>


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1 change: 0 additions & 1 deletion docs/inference-providers/tasks/text-generation.md
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Expand Up @@ -27,7 +27,6 @@ If you are interested in a Chat Completion task, which generates a response base
- [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it): A text-generation model trained to follow instructions.
- [Qwen/Qwen3-Coder-480B-A35B-Instruct](https://huggingface.co/Qwen/Qwen3-Coder-480B-A35B-Instruct): Powerful text generation model for coding.
- [openai/gpt-oss-120b](https://huggingface.co/openai/gpt-oss-120b): Great text generation model with top-notch tool calling capabilities.
- [zai-org/GLM-4.5](https://huggingface.co/zai-org/GLM-4.5): Powerful text generation model.
- [Qwen/Qwen3-4B-Thinking-2507](https://huggingface.co/Qwen/Qwen3-4B-Thinking-2507): A powerful small model with reasoning capabilities.
- [Qwen/Qwen2.5-7B-Instruct-1M](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct-1M): Strong conversational model that supports very long instructions.
- [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct): Text generation model used to write code.
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