diff --git a/docs/inference-providers/providers/featherless-ai.md b/docs/inference-providers/providers/featherless-ai.md
index 35f31227d..2f89a71fb 100644
--- a/docs/inference-providers/providers/featherless-ai.md
+++ b/docs/inference-providers/providers/featherless-ai.md
@@ -52,7 +52,7 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
@@ -72,6 +72,6 @@ Find out more about Text Generation [here](../tasks/text_generation).
diff --git a/docs/inference-providers/providers/hf-inference.md b/docs/inference-providers/providers/hf-inference.md
index 7fb0948e6..b458eac86 100644
--- a/docs/inference-providers/providers/hf-inference.md
+++ b/docs/inference-providers/providers/hf-inference.md
@@ -57,16 +57,6 @@ Find out more about Automatic Speech Recognition [here](../tasks/automatic_speec
/>
-### Chat Completion (LLM)
-
-Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
-
-
-
-
### Feature Extraction
Find out more about Feature Extraction [here](../tasks/feature_extraction).
@@ -83,7 +73,7 @@ Find out more about Fill Mask [here](../tasks/fill_mask).
@@ -103,17 +93,7 @@ Find out more about Image Segmentation [here](../tasks/image_segmentation).
-
-
-### Object Detection
-
-Find out more about Object Detection [here](../tasks/object_detection).
-
-
@@ -123,7 +103,7 @@ Find out more about Question Answering [here](../tasks/question_answering).
@@ -133,7 +113,7 @@ Find out more about Summarization [here](../tasks/summarization).
@@ -143,7 +123,7 @@ Find out more about Table Question Answering [here](../tasks/table_question_answ
@@ -153,17 +133,7 @@ Find out more about Text Classification [here](../tasks/text_classification).
-
-
-### Text Generation
-
-Find out more about Text Generation [here](../tasks/text_generation).
-
-
@@ -193,7 +163,7 @@ Find out more about Translation [here](../tasks/translation).
@@ -203,6 +173,6 @@ Find out more about Zero Shot Classification [here](../tasks/zero_shot_classific
diff --git a/docs/inference-providers/providers/replicate.md b/docs/inference-providers/providers/replicate.md
index 4e20490ec..6487d1fd7 100644
--- a/docs/inference-providers/providers/replicate.md
+++ b/docs/inference-providers/providers/replicate.md
@@ -50,7 +50,7 @@ Find out more about Image To Image [here](../tasks/image_to_image).
diff --git a/docs/inference-providers/tasks/chat-completion.md b/docs/inference-providers/tasks/chat-completion.md
index f1fbb1654..d7d546e19 100644
--- a/docs/inference-providers/tasks/chat-completion.md
+++ b/docs/inference-providers/tasks/chat-completion.md
@@ -64,7 +64,7 @@ The API supports:
diff --git a/docs/inference-providers/tasks/fill-mask.md b/docs/inference-providers/tasks/fill-mask.md
index d527ce0df..bcb432006 100644
--- a/docs/inference-providers/tasks/fill-mask.md
+++ b/docs/inference-providers/tasks/fill-mask.md
@@ -24,7 +24,6 @@ For more details about the `fill-mask` task, check out its [dedicated page](http
### Recommended models
-- [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base): A multilingual model trained on 100 languages.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=fill-mask&sort=trending).
@@ -33,7 +32,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/image-classification.md b/docs/inference-providers/tasks/image-classification.md
index 3321890eb..e7115ff26 100644
--- a/docs/inference-providers/tasks/image-classification.md
+++ b/docs/inference-providers/tasks/image-classification.md
@@ -24,8 +24,6 @@ For more details about the `image-classification` task, check out its [dedicated
### Recommended models
-- [facebook/deit-base-distilled-patch16-224](https://huggingface.co/facebook/deit-base-distilled-patch16-224): A robust image classification model.
-- [facebook/convnext-large-224](https://huggingface.co/facebook/convnext-large-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).
diff --git a/docs/inference-providers/tasks/image-segmentation.md b/docs/inference-providers/tasks/image-segmentation.md
index 1ceca0e68..c9d33790c 100644
--- a/docs/inference-providers/tasks/image-segmentation.md
+++ b/docs/inference-providers/tasks/image-segmentation.md
@@ -33,7 +33,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/image-to-image.md b/docs/inference-providers/tasks/image-to-image.md
index 392614205..23f84dcac 100644
--- a/docs/inference-providers/tasks/image-to-image.md
+++ b/docs/inference-providers/tasks/image-to-image.md
@@ -39,7 +39,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/object-detection.md b/docs/inference-providers/tasks/object-detection.md
index 3c36c4081..299a41788 100644
--- a/docs/inference-providers/tasks/object-detection.md
+++ b/docs/inference-providers/tasks/object-detection.md
@@ -24,17 +24,13 @@ For more details about the `object-detection` task, check out its [dedicated pag
### Recommended models
-- [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50): Solid object detection model pre-trained on the COCO 2017 dataset.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=object-detection&sort=trending).
### Using the API
-
+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
index 2f1330014..3c01ff1ff 100644
--- a/docs/inference-providers/tasks/question-answering.md
+++ b/docs/inference-providers/tasks/question-answering.md
@@ -24,9 +24,7 @@ For more details about the `question-answering` task, check out its [dedicated p
### Recommended models
-- [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2): A robust baseline model for most question answering domains.
- [distilbert/distilbert-base-cased-distilled-squad](https://huggingface.co/distilbert/distilbert-base-cased-distilled-squad): Small yet robust model that can answer questions.
-- [google/tapas-base-finetuned-wtq](https://huggingface.co/google/tapas-base-finetuned-wtq): A special model that can answer questions from tables.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=question-answering&sort=trending).
@@ -35,7 +33,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/summarization.md b/docs/inference-providers/tasks/summarization.md
index 6d3994406..8b948f871 100644
--- a/docs/inference-providers/tasks/summarization.md
+++ b/docs/inference-providers/tasks/summarization.md
@@ -24,7 +24,6 @@ For more details about the `summarization` task, check out its [dedicated page](
### Recommended models
-- [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn): A strong summarization model trained on English news articles. Excels at generating factual summaries.
- [Falconsai/medical_summarization](https://huggingface.co/Falconsai/medical_summarization): A summarization model trained on medical articles.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=summarization&sort=trending).
@@ -34,7 +33,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/table-question-answering.md b/docs/inference-providers/tasks/table-question-answering.md
index 358287c69..820afc14f 100644
--- a/docs/inference-providers/tasks/table-question-answering.md
+++ b/docs/inference-providers/tasks/table-question-answering.md
@@ -24,7 +24,6 @@ For more details about the `table-question-answering` task, check out its [dedic
### Recommended models
-- [google/tapas-base-finetuned-wtq](https://huggingface.co/google/tapas-base-finetuned-wtq): A robust table question answering model.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=table-question-answering&sort=trending).
@@ -33,7 +32,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/text-classification.md b/docs/inference-providers/tasks/text-classification.md
index 1202d5f48..7b1a73a67 100644
--- a/docs/inference-providers/tasks/text-classification.md
+++ b/docs/inference-providers/tasks/text-classification.md
@@ -24,8 +24,6 @@ For more details about the `text-classification` task, check out its [dedicated
### Recommended models
-- [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.
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).
@@ -34,7 +32,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/text-generation.md b/docs/inference-providers/tasks/text-generation.md
index 9f9747d59..46dcc7caa 100644
--- a/docs/inference-providers/tasks/text-generation.md
+++ b/docs/inference-providers/tasks/text-generation.md
@@ -42,7 +42,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/token-classification.md b/docs/inference-providers/tasks/token-classification.md
index dc5df09f2..b41170e6c 100644
--- a/docs/inference-providers/tasks/token-classification.md
+++ b/docs/inference-providers/tasks/token-classification.md
@@ -24,8 +24,6 @@ For more details about the `token-classification` task, check out its [dedicated
### Recommended models
-- [dslim/bert-base-NER](https://huggingface.co/dslim/bert-base-NER): A robust performance model to identify people, locations, organizations and names of miscellaneous entities.
-- [FacebookAI/xlm-roberta-large-finetuned-conll03-english](https://huggingface.co/FacebookAI/xlm-roberta-large-finetuned-conll03-english): A strong model to identify people, locations, organizations and names in multiple languages.
- [blaze999/Medical-NER](https://huggingface.co/blaze999/Medical-NER): A token classification model specialized on medical entity recognition.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=token-classification&sort=trending).
diff --git a/docs/inference-providers/tasks/translation.md b/docs/inference-providers/tasks/translation.md
index 86a7ac19e..6366a4807 100644
--- a/docs/inference-providers/tasks/translation.md
+++ b/docs/inference-providers/tasks/translation.md
@@ -24,7 +24,6 @@ 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).
@@ -33,7 +32,7 @@ Explore all available models and find the one that suits you best [here](https:/
diff --git a/docs/inference-providers/tasks/zero-shot-classification.md b/docs/inference-providers/tasks/zero-shot-classification.md
index 1c57edfb9..c99069be0 100644
--- a/docs/inference-providers/tasks/zero-shot-classification.md
+++ b/docs/inference-providers/tasks/zero-shot-classification.md
@@ -24,7 +24,6 @@ For more details about the `zero-shot-classification` task, check out its [dedic
### Recommended models
-- [facebook/bart-large-mnli](https://huggingface.co/facebook/bart-large-mnli): Powerful zero-shot text classification model.
Explore all available models and find the one that suits you best [here](https://huggingface.co/models?inference=warm&pipeline_tag=zero-shot-classification&sort=trending).
@@ -33,7 +32,7 @@ Explore all available models and find the one that suits you best [here](https:/