diff --git a/docs/source/_toctree.yml b/docs/source/_toctree.yml
index 7226a909b..cde900031 100644
--- a/docs/source/_toctree.yml
+++ b/docs/source/_toctree.yml
@@ -58,6 +58,8 @@
title: Neuron Trainer
- local: package_reference/distributed
title: Neuron Distributed
+ - local: package_reference/supported_models
+ title: Supported Architectures
- local: package_reference/export
title: Neuron Exporter
- local: package_reference/modeling
diff --git a/docs/source/package_reference/export.mdx b/docs/source/package_reference/export.mdx
index 7f0102ecf..0d521e71c 100644
--- a/docs/source/package_reference/export.mdx
+++ b/docs/source/package_reference/export.mdx
@@ -28,40 +28,4 @@ exporting function according to the environment.
Besides, you can check if the exported model is valid via [`~optimum.exporters.neuron.convert.validate_model_outputs`], which compares
the compiled model's output on Neuron devices to the PyTorch model's output on CPU.
-## Supported architectures
-
-| Architecture | Task |
-|------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|
-| ALBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| BERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| BLOOM | text-generation |
-| CamemBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| ConvBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| DeBERTa (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| DeBERTa-v2 (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| DistilBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| ELECTRA | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| FlauBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| GPT2 | text-generation |
-| Llama, Llama 2 | text-generation |
-| Mistral | text-generation |
-| MobileBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| MPNet | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| OPT | text-generation |
-| RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| RoFormer | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| XLM | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| XLM-RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
-| Stable Diffusion | text-to-image, image-to-image, inpaint |
-| Stable Diffusion XL Base | text-to-image, image-to-image, inpaint |
-| Stable Diffusion XL Refiner | image-to-image, inpaint |
-
-
-
-
-More details for checking supported tasks [here](https://huggingface.co/docs/optimum-neuron/guides/export_model#selecting-a-task).
-
-
-
-More architectures coming soon, stay tuned! 🚀
diff --git a/docs/source/package_reference/supported_models.mdx b/docs/source/package_reference/supported_models.mdx
new file mode 100644
index 000000000..6f0ce94ca
--- /dev/null
+++ b/docs/source/package_reference/supported_models.mdx
@@ -0,0 +1,71 @@
+
+
+# Supported architectures
+
+## Transformers
+
+| Architecture | Task |
+|------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|
+| ALBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| BERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| BLOOM | text-generation |
+| CamemBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| ConvBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| DeBERTa (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| DeBERTa-v2 (INF2 only) | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| DistilBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| ELECTRA | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| ESM | feature-extraction, fill-mask, text-classification, token-classification |
+| FlauBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| GPT2 | text-generation |
+| Llama, Llama 2 | text-generation |
+| Mistral | text-generation |
+| MobileBERT | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| MPNet | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| OPT | text-generation |
+| RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| RoFormer | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| T5 | text2text-generation |
+| XLM | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+| XLM-RoBERTa | feature-extraction, fill-mask, multiple-choice, question-answering, text-classification, token-classification |
+
+
+## Diffusers
+
+| Architecture | Task |
+|-------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|
+| Stable Diffusion | text-to-image, image-to-image, inpaint |
+| Stable Diffusion XL Base | text-to-image, image-to-image, inpaint |
+| Stable Diffusion XL Refiner | image-to-image, inpaint |
+| SDXL Turbo | text-to-image, image-to-image, inpaint |
+| LCM | text-to-image |
+
+## Sentence Transformers
+
+| Architecture | Task |
+|-------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|
+| Transformer | feature-extraction, sentence-similarity |
+| CLIP | feature-extraction, zero-shot-image-classification |
+
+
+
+
+More details for checking supported tasks [here](https://huggingface.co/docs/optimum-neuron/guides/export_model#selecting-a-task).
+
+
+
+More architectures coming soon, stay tuned! 🚀
\ No newline at end of file