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Update Inference Providers documentation (automated)
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docs/inference-providers/providers/cerebras.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"cerebras":{"modelId":"meta-llama/Llama-3.3-70B-Instruct","providerModelId":"llama-3.3-70b"} } }
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providersMapping={ {"cerebras":{"modelId":"Qwen/Qwen3-Coder-480B-A35B-Instruct","providerModelId":"qwen-3-coder-480b"} } }
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docs/inference-providers/providers/cohere.md

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<InferenceSnippet
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pipeline=image-text-to-text
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providersMapping={ {"cohere":{"modelId":"CohereLabs/aya-vision-8b","providerModelId":"c4ai-aya-vision-8b"} } }
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providersMapping={ {"cohere":{"modelId":"CohereLabs/command-a-vision-07-2025","providerModelId":"command-a-vision-07-2025"} } }
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docs/inference-providers/providers/fal-ai.md

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<InferenceSnippet
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pipeline=text-to-image
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providersMapping={ {"fal-ai":{"modelId":"black-forest-labs/FLUX.1-dev","providerModelId":"fal-ai/flux/dev"} } }
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providersMapping={ {"fal-ai":{"modelId":"black-forest-labs/FLUX.1-Krea-dev","providerModelId":"fal-ai/flux/krea"} } }
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/>
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<InferenceSnippet
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pipeline=text-to-video
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providersMapping={ {"fal-ai":{"modelId":"tencent/HunyuanVideo","providerModelId":"fal-ai/hunyuan-video"} } }
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providersMapping={ {"fal-ai":{"modelId":"Wan-AI/Wan2.2-T2V-A14B","providerModelId":"fal-ai/wan/v2.2-a14b/text-to-video"} } }
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/>
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docs/inference-providers/providers/featherless-ai.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"featherless-ai":{"modelId":"mistralai/Magistral-Small-2506","providerModelId":"mistralai/Magistral-Small-2506"} } }
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providersMapping={ {"featherless-ai":{"modelId":"moonshotai/Kimi-K2-Instruct","providerModelId":"moonshotai/Kimi-K2-Instruct"} } }
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<InferenceSnippet
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pipeline=image-text-to-text
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providersMapping={ {"featherless-ai":{"modelId":"CEIA-UFG/Gemma-3-Gaia-PT-BR-4b-it","providerModelId":"CEIA-UFG/Gemma-3-Gaia-PT-BR-4b-it"} } }
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providersMapping={ {"featherless-ai":{"modelId":"google/gemma-3-27b-it","providerModelId":"google/gemma-3-27b-it"} } }
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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"featherless-ai":{"modelId":"mistralai/Magistral-Small-2506","providerModelId":"mistralai/Magistral-Small-2506"} } }
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providersMapping={ {"featherless-ai":{"modelId":"moonshotai/Kimi-K2-Instruct","providerModelId":"moonshotai/Kimi-K2-Instruct"} } }
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/>
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docs/inference-providers/providers/fireworks-ai.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"fireworks-ai":{"modelId":"deepseek-ai/DeepSeek-R1-0528","providerModelId":"accounts/fireworks/models/deepseek-r1-0528"} } }
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providersMapping={ {"fireworks-ai":{"modelId":"moonshotai/Kimi-K2-Instruct","providerModelId":"accounts/fireworks/models/kimi-k2-instruct"} } }
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docs/inference-providers/providers/groq.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"groq":{"modelId":"meta-llama/Llama-3.3-70B-Instruct","providerModelId":"llama-3.3-70b-versatile"} } }
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providersMapping={ {"groq":{"modelId":"moonshotai/Kimi-K2-Instruct","providerModelId":"moonshotai/kimi-k2-instruct"} } }
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docs/inference-providers/providers/hf-inference.md

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HF Inference is the serverless Inference API powered by Hugging Face. This service used to be called "Inference API (serverless)" prior to Inference Providers.
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If you are interested in deploying models to a dedicated and autoscaling infrastructure managed by Hugging Face, check out [Inference Endpoints](https://huggingface.co/docs/inference-endpoints/index) instead.
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As of July 2025, hf-inference focuses mostly on CPU inference (e.g. embedding, text-ranking, text-classification, or smaller LLMs that have historical importance like BERT or GPT-2).
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## Supported tasks
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### Automatic Speech Recognition
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Find out more about Automatic Speech Recognition [here](../tasks/automatic-speech-recognition).
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Find out more about Automatic Speech Recognition [here](../tasks/automatic_speech_recognition).
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<InferenceSnippet
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pipeline=automatic-speech-recognition
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providersMapping={ {"hf-inference":{"modelId":"openai/whisper-large-v3","providerModelId":"openai/whisper-large-v3"} } }
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/>
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### Chat Completion (VLM)
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### Chat Completion (LLM)
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Find out more about Chat Completion (VLM) [here](../tasks/chat-completion).
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Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
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<InferenceSnippet
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pipeline=image-text-to-text
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providersMapping={ {"hf-inference":{"modelId":"meta-llama/Llama-3.2-11B-Vision-Instruct","providerModelId":"meta-llama/Llama-3.2-11B-Vision-Instruct"} } }
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pipeline=text-generation
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providersMapping={ {"hf-inference":{"modelId":"HuggingFaceTB/SmolLM3-3B","providerModelId":"HuggingFaceTB/SmolLM3-3B"} } }
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### Feature Extraction
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Find out more about Feature Extraction [here](../tasks/feature-extraction).
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Find out more about Feature Extraction [here](../tasks/feature_extraction).
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<InferenceSnippet
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pipeline=feature-extraction
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### Fill Mask
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Find out more about Fill Mask [here](../tasks/fill-mask).
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Find out more about Fill Mask [here](../tasks/fill_mask).
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<InferenceSnippet
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pipeline=fill-mask
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### Image Classification
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Find out more about Image Classification [here](../tasks/image-classification).
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Find out more about Image Classification [here](../tasks/image_classification).
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pipeline=image-classification
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### Image Segmentation
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Find out more about Image Segmentation [here](../tasks/image-segmentation).
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Find out more about Image Segmentation [here](../tasks/image_segmentation).
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<InferenceSnippet
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pipeline=image-segmentation
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providersMapping={ {"hf-inference":{"modelId":"mattmdjaga/segformer_b2_clothes","providerModelId":"mattmdjaga/segformer_b2_clothes"} } }
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providersMapping={ {"hf-inference":{"modelId":"jonathandinu/face-parsing","providerModelId":"jonathandinu/face-parsing"} } }
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### Object Detection
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Find out more about Object Detection [here](../tasks/object-detection).
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Find out more about Object Detection [here](../tasks/object_detection).
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pipeline=object-detection
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### Question Answering
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Find out more about Question Answering [here](../tasks/question-answering).
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Find out more about Question Answering [here](../tasks/question_answering).
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pipeline=question-answering
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### Table Question Answering
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Find out more about Table Question Answering [here](../tasks/table-question-answering).
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Find out more about Table Question Answering [here](../tasks/table_question_answering).
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<InferenceSnippet
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### Text Classification
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Find out more about Text Classification [here](../tasks/text_classification).
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<InferenceSnippet
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pipeline=text-classification
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providersMapping={ {"hf-inference":{"modelId":"tabularisai/multilingual-sentiment-analysis","providerModelId":"tabularisai/multilingual-sentiment-analysis"} } }
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### Text Generation
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Find out more about Text Generation [here](../tasks/text_generation).
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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"hf-inference":{"modelId":"HuggingFaceTB/SmolLM3-3B","providerModelId":"HuggingFaceTB/SmolLM3-3B"} } }
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/>
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### Text To Image
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Find out more about Text To Image [here](../tasks/text_to_image).
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Find out more about Token Classification [here](../tasks/token_classification).
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pipeline=token-classification
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pipeline=translation
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providersMapping={ {"hf-inference":{"modelId":"google-t5/t5-base","providerModelId":"google-t5/t5-base"} } }
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providersMapping={ {"hf-inference":{"modelId":"google-t5/t5-small","providerModelId":"google-t5/t5-small"} } }
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/>
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### Zero Shot Classification
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Find out more about Zero Shot Classification [here](../tasks/zero_shot_classification).
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<InferenceSnippet
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pipeline=zero-shot-classification
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providersMapping={ {"hf-inference":{"modelId":"facebook/bart-large-mnli","providerModelId":"facebook/bart-large-mnli"} } }
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docs/inference-providers/providers/hyperbolic.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"hyperbolic":{"modelId":"deepseek-ai/DeepSeek-R1-0528","providerModelId":"deepseek-ai/DeepSeek-R1-0528"} } }
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providersMapping={ {"hyperbolic":{"modelId":"Qwen/Qwen3-Coder-480B-A35B-Instruct","providerModelId":"Qwen/Qwen3-Coder-480B-A35B-Instruct"} } }
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docs/inference-providers/providers/nebius.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"nebius":{"modelId":"deepseek-ai/DeepSeek-R1-0528","providerModelId":"deepseek-ai/DeepSeek-R1-0528"} } }
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providersMapping={ {"nebius":{"modelId":"Qwen/Qwen3-235B-A22B-Instruct-2507","providerModelId":"Qwen/Qwen3-235B-A22B-Instruct-2507"} } }
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### Text Generation
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Find out more about Text Generation [here](../tasks/text_generation).
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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"nebius":{"modelId":"Qwen/Qwen3-235B-A22B-Instruct-2507","providerModelId":"Qwen/Qwen3-235B-A22B-Instruct-2507"} } }
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/>
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docs/inference-providers/providers/novita.md

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<InferenceSnippet
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pipeline=text-generation
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providersMapping={ {"novita":{"modelId":"MiniMaxAI/MiniMax-M1-80k","providerModelId":"minimaxai/minimax-m1-80k"} } }
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providersMapping={ {"novita":{"modelId":"moonshotai/Kimi-K2-Instruct","providerModelId":"moonshotai/kimi-k2-instruct"} } }
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providersMapping={ {"novita":{"modelId":"baidu/ERNIE-4.5-VL-424B-A47B-Base-PT","providerModelId":"baidu/ernie-4.5-vl-424b-a47b"} } }
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providersMapping={ {"novita":{"modelId":"zai-org/GLM-4.1V-9B-Thinking","providerModelId":"thudm/glm-4.1v-9b-thinking"} } }
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