Update Inference Providers documentation (automated) (#1953)

Co-authored-by: Wauplin <[email protected]>

Author: HuggingFaceInfra

docs/inference-providers/providers/cerebras.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Cerebras
 
-> [!TIP]
-> All supported Cerebras models can be found [here](https://huggingface.co/models?inference_provider=cerebras&sort=trending)
+<Tip>
+
+All supported Cerebras models can be found [here](https://huggingface.co/models?inference_provider=cerebras&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://www.cerebras.ai/" target="_blank">

docs/inference-providers/providers/cohere.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Cohere
 
-> [!TIP]
-> All supported Cohere models can be found [here](https://huggingface.co/models?inference_provider=cohere&sort=trending)
+<Tip>
+
+All supported Cohere models can be found [here](https://huggingface.co/models?inference_provider=cohere&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://cohere.com/" target="_blank">

docs/inference-providers/providers/fal-ai.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Fal
 
-> [!TIP]
-> All supported Fal models can be found [here](https://huggingface.co/models?inference_provider=fal-ai&sort=trending)
+<Tip>
+
+All supported Fal models can be found [here](https://huggingface.co/models?inference_provider=fal-ai&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://fal.ai/" target="_blank">

docs/inference-providers/providers/featherless-ai.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Featherless AI
 
-> [!TIP]
-> All supported Featherless AI models can be found [here](https://huggingface.co/models?inference_provider=featherless-ai&sort=trending)
+<Tip>
+
+All supported Featherless AI models can be found [here](https://huggingface.co/models?inference_provider=featherless-ai&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://featherless.ai/" target="_blank">

docs/inference-providers/providers/fireworks-ai.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Fireworks AI
 
-> [!TIP]
-> All supported Fireworks AI models can be found [here](https://huggingface.co/models?inference_provider=fireworks-ai&sort=trending)
+<Tip>
+
+All supported Fireworks AI models can be found [here](https://huggingface.co/models?inference_provider=fireworks-ai&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://fireworks.ai/" target="_blank">

docs/inference-providers/providers/groq.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Groq
 
-> [!TIP]
-> All supported Groq models can be found [here](https://huggingface.co/models?inference_provider=groq&sort=trending)
+<Tip>
+
+All supported Groq models can be found [here](https://huggingface.co/models?inference_provider=groq&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://groq.com/" target="_blank">

docs/inference-providers/providers/hf-inference.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # HF Inference
 
-> [!TIP]
-> All supported HF Inference models can be found [here](https://huggingface.co/models?inference_provider=hf-inference&sort=trending)
+<Tip>
+
+All supported HF Inference models can be found [here](https://huggingface.co/models?inference_provider=hf-inference&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://huggingface.co/" target="_blank">
@@ -70,7 +73,7 @@ Find out more about Feature Extraction [here](../tasks/feature_extraction).
 
 <InferenceSnippet
     pipeline=feature-extraction
-    providersMapping={ {"hf-inference":{"modelId":"intfloat/multilingual-e5-large","providerModelId":"intfloat/multilingual-e5-large"} } }
+    providersMapping={ {"hf-inference":{"modelId":"BAAI/bge-large-en-v1.5","providerModelId":"BAAI/bge-large-en-v1.5"} } }
 />
 
 
@@ -80,7 +83,7 @@ Find out more about Fill Mask [here](../tasks/fill_mask).
 
 <InferenceSnippet
     pipeline=fill-mask
-    providersMapping={ {"hf-inference":{"modelId":"jhu-clsp/mmBERT-small","providerModelId":"jhu-clsp/mmBERT-small"} } }
+    providersMapping={ {"hf-inference":{"modelId":"jhu-clsp/mmBERT-base","providerModelId":"jhu-clsp/mmBERT-base"} } }
 />
 
 

docs/inference-providers/providers/hyperbolic.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Hyperbolic: The On-Demand AI Cloud
 
-> [!TIP]
-> All supported Hyperbolic models can be found [here](https://huggingface.co/models?inference_provider=hyperbolic&sort=trending)
+<Tip>
+
+All supported Hyperbolic models can be found [here](https://huggingface.co/models?inference_provider=hyperbolic&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://hyperbolic.xyz/" target="_blank">

docs/inference-providers/providers/nebius.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Nebius
 
-> [!TIP]
-> All supported Nebius models can be found [here](https://huggingface.co/models?inference_provider=nebius&sort=trending)
+<Tip>
+
+All supported Nebius models can be found [here](https://huggingface.co/models?inference_provider=nebius&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://nebius.com/" target="_blank">

docs/inference-providers/providers/novita.md

@@ -19,8 +19,11 @@ For more details, check out the `generate.ts` script: https://github.com/hugging
 
 # Novita
 
-> [!TIP]
-> All supported Novita models can be found [here](https://huggingface.co/models?inference_provider=novita&sort=trending)
+<Tip>
+
+All supported Novita models can be found [here](https://huggingface.co/models?inference_provider=novita&sort=trending)
+
+</Tip>
 
 <div class="flex justify-center">
     <a href="https://novita.ai/" target="_blank">
@@ -59,7 +62,7 @@ Find out more about Chat Completion (VLM) [here](../tasks/chat-completion).
 
 <InferenceSnippet
     pipeline=image-text-to-text
-    providersMapping={ {"novita":{"modelId":"zai-org/GLM-4.5V","providerModelId":"zai-org/glm-4.5v"} } }
+    providersMapping={ {"novita":{"modelId":"Qwen/Qwen3-VL-235B-A22B-Thinking","providerModelId":"qwen/qwen3-vl-235b-a22b-thinking"} } }
 conversational />