update Inference Providers templates (#1955)

Author: hanouticelina

docs/inference-providers/providers/cerebras.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Cerebras models can be found [here](https://huggingface.co/models?inference_provider=cerebras&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://www.cerebras.ai/" target="_blank">

docs/inference-providers/providers/cohere.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Cohere models can be found [here](https://huggingface.co/models?inference_provider=cohere&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://cohere.com/" target="_blank">

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

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Fal models can be found [here](https://huggingface.co/models?inference_provider=fal-ai&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://fal.ai/" target="_blank">

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

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Featherless AI models can be found [here](https://huggingface.co/models?inference_provider=featherless-ai&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://featherless.ai/" target="_blank">

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

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Fireworks AI models can be found [here](https://huggingface.co/models?inference_provider=fireworks-ai&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://fireworks.ai/" target="_blank">

docs/inference-providers/providers/groq.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Groq models can be found [here](https://huggingface.co/models?inference_provider=groq&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://groq.com/" target="_blank">

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

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported HF Inference models can be found [here](https://huggingface.co/models?inference_provider=hf-inference&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://huggingface.co/" target="_blank">
@@ -73,7 +70,7 @@ Find out more about Feature Extraction [here](../tasks/feature_extraction).
 
 <InferenceSnippet
     pipeline=feature-extraction
-    providersMapping={ {"hf-inference":{"modelId":"BAAI/bge-large-en-v1.5","providerModelId":"BAAI/bge-large-en-v1.5"} } }
+    providersMapping={ {"hf-inference":{"modelId":"intfloat/multilingual-e5-large","providerModelId":"intfloat/multilingual-e5-large"} } }
 />
 
 

docs/inference-providers/providers/hyperbolic.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Hyperbolic models can be found [here](https://huggingface.co/models?inference_provider=hyperbolic&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://hyperbolic.xyz/" target="_blank">

docs/inference-providers/providers/nebius.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Nebius models can be found [here](https://huggingface.co/models?inference_provider=nebius&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://nebius.com/" target="_blank">

docs/inference-providers/providers/novita.md

@@ -19,11 +19,8 @@ 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>
+> [!TIP]
+> All supported Novita models can be found [here](https://huggingface.co/models?inference_provider=novita&sort=trending)
 
 <div class="flex justify-center">
     <a href="https://novita.ai/" target="_blank">
@@ -52,7 +49,7 @@ Find out more about Chat Completion (LLM) [here](../tasks/chat-completion).
 
 <InferenceSnippet
     pipeline=text-generation
-    providersMapping={ {"novita":{"modelId":"baidu/ERNIE-4.5-21B-A3B-Thinking","providerModelId":"baidu/ernie-4.5-21B-a3b-thingking"} } }
+    providersMapping={ {"novita":{"modelId":"Qwen/Qwen3-Next-80B-A3B-Instruct","providerModelId":"qwen/qwen3-next-80b-a3b-instruct"} } }
 conversational />