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                                                                                                                |
-
-
-<Tip>
-
-More details for checking supported tasks [here](https://huggingface.co/docs/optimum-neuron/guides/export_model#selecting-a-task).
-
-</Tip>
-
-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 @@
+<!---
+Copyright 2024 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+-->
+
+# 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                                                                                     |
+
+
+<Tip>
+
+More details for checking supported tasks [here](https://huggingface.co/docs/optimum-neuron/guides/export_model#selecting-a-task).
+
+</Tip>
+
+More architectures coming soon, stay tuned! 🚀
\ No newline at end of file