[Bot] Update Inference Providers documentation (#1723)

HuggingFaceInfra · Wauplin · hanouticelina · web-flow · commit c84a998cbf8a · 2025-05-05T12:17:04.000+02:00
* Update Inference Providers documentation (automated)

* Update Inference Providers documentation (automated)

* regenerate

* Update Inference Providers documentation (automated)

* fix

* better wording

---------

Co-authored-by: Wauplin &lt;11801849+Wauplin@users.noreply.github.com&gt;
Co-authored-by: Celina Hanouti &lt;hanouticelina@gmail.com&gt;
diff --git a/docs/inference-providers/providers/fireworks-ai.md b/docs/inference-providers/providers/fireworks-ai.md
@@ -43,7 +43,7 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
 
 <InferenceSnippet
     pipeline=text-generation
-    providersMapping={ {"fireworks-ai":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"accounts/fireworks/models/deepseek-v3-0324"} } }
+    providersMapping={ {"fireworks-ai":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"accounts/fireworks/models/qwen3-235b-a22b"} } }
 conversational />
 
 
diff --git a/docs/inference-providers/providers/hf-inference.md b/docs/inference-providers/providers/hf-inference.md
@@ -79,36 +79,6 @@ Find out more about Feature Extraction [here](../tasks/feature_extraction).
 />
 
 
-### Fill Mask
-
-Find out more about Fill Mask [here](../tasks/fill_mask).
-
-<InferenceSnippet
-    pipeline=fill-mask
-    providersMapping={ {"hf-inference":{"modelId":"google-bert/bert-base-uncased","providerModelId":"google-bert/bert-base-uncased"} } }
-/>
-
-
-### Image Classification
-
-Find out more about Image Classification [here](../tasks/image_classification).
-
-<InferenceSnippet
-    pipeline=image-classification
-    providersMapping={ {"hf-inference":{"modelId":"google/vit-base-patch16-224","providerModelId":"google/vit-base-patch16-224"} } }
-/>
-
-
-### Image Segmentation
-
-Find out more about Image Segmentation [here](../tasks/image_segmentation).
-
-<InferenceSnippet
-    pipeline=image-segmentation
-    providersMapping={ {"hf-inference":{"modelId":"jonathandinu/face-parsing","providerModelId":"jonathandinu/face-parsing"} } }
-/>
-
-
 ### Text Classification
 
 Find out more about Text Classification [here](../tasks/text_classification).
@@ -138,13 +108,3 @@ Find out more about Text To Image [here](../tasks/text_to_image).
     providersMapping={ {"hf-inference":{"modelId":"black-forest-labs/FLUX.1-dev","providerModelId":"black-forest-labs/FLUX.1-dev"} } }
 />
 
-
-### Translation
-
-Find out more about Translation [here](../tasks/translation).
-
-<InferenceSnippet
-    pipeline=translation
-    providersMapping={ {"hf-inference":{"modelId":"google-t5/t5-base","providerModelId":"google-t5/t5-base"} } }
-/>
-
diff --git a/docs/inference-providers/providers/novita.md b/docs/inference-providers/providers/novita.md
@@ -46,7 +46,7 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
 
 <InferenceSnippet
     pipeline=text-generation
-    providersMapping={ {"novita":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek/deepseek-v3-0324"} } }
+    providersMapping={ {"novita":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"qwen/qwen3-235b-a22b-fp8"} } }
 conversational />
 
 
diff --git a/docs/inference-providers/tasks/audio-classification.md b/docs/inference-providers/tasks/audio-classification.md
@@ -35,7 +35,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **audio-classification** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/chat-completion.md b/docs/inference-providers/tasks/chat-completion.md
@@ -59,7 +59,7 @@ The API supports:
 
 <InferenceSnippet
     pipeline=text-generation
-    providersMapping={ {"cerebras":{"modelId":"meta-llama/Llama-3.3-70B-Instruct","providerModelId":"llama-3.3-70b"},"cohere":{"modelId":"CohereLabs/c4ai-command-a-03-2025","providerModelId":"command-a-03-2025"},"fireworks-ai":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"accounts/fireworks/models/deepseek-v3-0324"},"hf-inference":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"Qwen/Qwen3-235B-A22B"},"hyperbolic":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek-ai/DeepSeek-V3-0324"},"nebius":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek-ai/DeepSeek-V3-0324-fast"},"novita":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek/deepseek-v3-0324"},"sambanova":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"DeepSeek-V3-0324"},"together":{"modelId":"deepseek-ai/DeepSeek-R1","providerModelId":"deepseek-ai/DeepSeek-R1"}} }
+    providersMapping={ {"cerebras":{"modelId":"meta-llama/Llama-3.3-70B-Instruct","providerModelId":"llama-3.3-70b"},"cohere":{"modelId":"CohereLabs/c4ai-command-a-03-2025","providerModelId":"command-a-03-2025"},"fireworks-ai":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"accounts/fireworks/models/qwen3-235b-a22b"},"hf-inference":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"Qwen/Qwen3-235B-A22B"},"hyperbolic":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek-ai/DeepSeek-V3-0324"},"nebius":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"deepseek-ai/DeepSeek-V3-0324-fast"},"novita":{"modelId":"Qwen/Qwen3-235B-A22B","providerModelId":"qwen/qwen3-235b-a22b-fp8"},"sambanova":{"modelId":"deepseek-ai/DeepSeek-V3-0324","providerModelId":"DeepSeek-V3-0324"},"together":{"modelId":"deepseek-ai/DeepSeek-R1","providerModelId":"deepseek-ai/DeepSeek-R1"}} }
 conversational />
 
 
diff --git a/docs/inference-providers/tasks/fill-mask.md b/docs/inference-providers/tasks/fill-mask.md
@@ -30,10 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-<InferenceSnippet
-    pipeline=fill-mask
-    providersMapping={ {"hf-inference":{"modelId":"google-bert/bert-base-uncased","providerModelId":"google-bert/bert-base-uncased"}} }
-/>
+There are currently no snippet examples for the **fill-mask** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/image-classification.md b/docs/inference-providers/tasks/image-classification.md
@@ -24,17 +24,13 @@ For more details about the `image-classification` task, check out its [dedicated
 
 ### Recommended models
 
-- [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224): A strong image classification model.
 
 Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=image-classification&sort=trending).
 
 ### Using the API
 
 
-<InferenceSnippet
-    pipeline=image-classification
-    providersMapping={ {"hf-inference":{"modelId":"google/vit-base-patch16-224","providerModelId":"google/vit-base-patch16-224"}} }
-/>
+There are currently no snippet examples for the **image-classification** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/image-segmentation.md b/docs/inference-providers/tasks/image-segmentation.md
@@ -30,10 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-<InferenceSnippet
-    pipeline=image-segmentation
-    providersMapping={ {"hf-inference":{"modelId":"jonathandinu/face-parsing","providerModelId":"jonathandinu/face-parsing"}} }
-/>
+There are currently no snippet examples for the **image-segmentation** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/image-to-image.md b/docs/inference-providers/tasks/image-to-image.md
@@ -35,7 +35,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **image-to-image** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/object-detection.md b/docs/inference-providers/tasks/object-detection.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **object-detection** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/question-answering.md b/docs/inference-providers/tasks/question-answering.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **question-answering** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/summarization.md b/docs/inference-providers/tasks/summarization.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **summarization** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/table-question-answering.md b/docs/inference-providers/tasks/table-question-answering.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **table-question-answering** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/text-classification.md b/docs/inference-providers/tasks/text-classification.md
@@ -26,7 +26,6 @@ For more details about the `text-classification` task, check out its [dedicated
 
 - [distilbert/distilbert-base-uncased-finetuned-sst-2-english](https://huggingface.co/distilbert/distilbert-base-uncased-finetuned-sst-2-english): A robust model trained for sentiment analysis.
 - [ProsusAI/finbert](https://huggingface.co/ProsusAI/finbert): A sentiment analysis model specialized in financial sentiment.
-- [cardiffnlp/twitter-roberta-base-sentiment-latest](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment-latest): A sentiment analysis model specialized in analyzing tweets.
 
 Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=text-classification&sort=trending).
 
diff --git a/docs/inference-providers/tasks/token-classification.md b/docs/inference-providers/tasks/token-classification.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **token-classification** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/translation.md b/docs/inference-providers/tasks/translation.md
@@ -24,17 +24,13 @@ For more details about the `translation` task, check out its [dedicated page](ht
 
 ### Recommended models
 
-- [google-t5/t5-base](https://huggingface.co/google-t5/t5-base): A general-purpose Transformer that can be used to translate from English to German, French, or Romanian.
 
 Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=translation&sort=trending).
 
 ### Using the API
 
 
-<InferenceSnippet
-    pipeline=translation
-    providersMapping={ {"hf-inference":{"modelId":"google-t5/t5-base","providerModelId":"google-t5/t5-base"}} }
-/>
+There are currently no snippet examples for the **translation** task, as no providers support it yet.
 
 
 
diff --git a/docs/inference-providers/tasks/zero-shot-classification.md b/docs/inference-providers/tasks/zero-shot-classification.md
@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/
 ### Using the API
 
 
-No snippet available for this task.
+There are currently no snippet examples for the **zero-shot-classification** task, as no providers support it yet.
 
 
 
diff --git a/scripts/inference-providers/package.json b/scripts/inference-providers/package.json
@@ -14,7 +14,7 @@
   "author": "",
   "license": "ISC",
   "dependencies": {
-    "@huggingface/inference": "^3.10.0",
+    "@huggingface/inference": "^3.11.0",
     "@huggingface/tasks": "^0.19.1",
     "@types/node": "^22.5.0",
     "handlebars": "^4.7.8",
diff --git a/scripts/inference-providers/pnpm-lock.yaml b/scripts/inference-providers/pnpm-lock.yaml
diff --git a/scripts/inference-providers/templates/common/snippets-template.handlebars b/scripts/inference-providers/templates/common/snippets-template.handlebars
@@ -7,6 +7,6 @@
 
 {{else}}
 
-No snippet available for this task.
+There are currently no snippet examples for the **{{ task }}** task, as no providers support it yet.
 
 {{/if}}

Original file line number	Diff line number	Diff line change
`@@ -35,7 +35,7 @@ Explore all available models and find the one that suits you best [here](https:/`
`35`	`35`	`### Using the API`
`36`	`36`
`37`	`37`
`38`		`-No snippet available for this task.`
	`38`	`+There are currently no snippet examples for the audio-classification task, as no providers support it yet.`
`39`	`39`
`40`	`40`
`41`	`41`
Original file line number	Diff line number	Diff line change
`@@ -30,7 +30,7 @@ Explore all available models and find the one that suits you best [here](https:/`
`30`	`30`	`### Using the API`
`31`	`31`
`32`	`32`
`33`		`-No snippet available for this task.`
	`33`	`+There are currently no snippet examples for the object-detection task, as no providers support it yet.`
`34`	`34`
`35`	`35`
`36`	`36`