Upload folder using huggingface_hub

ARCHITECTURE.md

@@ -18,7 +18,7 @@
 [![Status](https://img.shields.io/badge/Status-Active_%2F_Approved-16A34A?style=for-the-badge)](ARCHITECTURE.md)
 [![Inference Latency](https://img.shields.io/badge/Edge_Latency-%3C_20_%C2%B5s-blue?style=for-the-badge&logo=speedtest&logoColor=white)](ARCHITECTURE.md)
 [![Dynamic Memory](https://img.shields.io/badge/Dynamic_Heap-0_Bytes_(Zero--Malloc)-purple?style=for-the-badge)](ARCHITECTURE.md)
-[![INT8 Quantized](https://img.shields.io/badge/Quantization-INT8_(-76.4%25_SRAM)-orange?style=for-the-badge)](ARCHITECTURE.md)
+[![INT8 Quantized](https://img.shields.io/badge/Quantization-INT8_(--76.4%25_SRAM)-orange?style=for-the-badge)](ARCHITECTURE.md)
 [![Test Suite](https://img.shields.io/badge/CI_Verification-58%2F58_Passing-success?style=for-the-badge&logo=githubactions&logoColor=white)](https://github.com/rachit-mangawa/HEARTFLOW_OS/actions)
 
 </div>

README.md

@@ -23,7 +23,7 @@ app_port: 8000
 
 <p>
   <a href="https://huggingface.co/spaces/IDKHowToCodeFr/tinyml-backend" target="_blank">
-    <img src="https://img.shields.io/badge/🤗_HuggingFace-Live_Spaces_Backend-FFD21E.svg?style=for-the-badge" alt="Hugging Face Space" />
+    <img src="https://img.shields.io/badge/HuggingFace-Live_Spaces_Backend-FFD21E.svg?style=for-the-badge&logo=huggingface" alt="Hugging Face Space" />
   </a>
   <a href="https://idkhowtocodefr-tinyml-backend.hf.space/docs" target="_blank">
     <img src="https://img.shields.io/badge/FastAPI-Interactive_Swagger_Docs-009688.svg?style=for-the-badge&logo=fastapi&logoColor=white" alt="Hugging Face API Docs" />
@@ -36,7 +36,7 @@ app_port: 8000
 <p>
   <img src="https://img.shields.io/badge/Edge_Latency-%3C_20_%C2%B5s-blue.svg?style=for-the-badge&logo=speedtest&logoColor=white" alt="Latency" />
   <img src="https://img.shields.io/badge/Memory_ABI-Zero--Malloc_C99-purple.svg?style=for-the-badge" alt="Zero-Malloc" />
-  <img src="https://img.shields.io/badge/Quantization-INT8_(-76.4%25_SRAM)-9F2F2D.svg?style=for-the-badge" alt="Quantization" />
+  <img src="https://img.shields.io/badge/Quantization-INT8_(--76.4%25_SRAM)-9F2F2D.svg?style=for-the-badge" alt="Quantization" />
   <img src="https://img.shields.io/badge/CI_Tests-58%2F58_Passing-success.svg?style=for-the-badge&logo=githubactions&logoColor=white" alt="Tests" />
   <img src="https://img.shields.io/badge/Next.js-16.3-black.svg?style=for-the-badge&logo=next.js" alt="Next.js" />
   <img src="https://img.shields.io/badge/React-19-61DAFB.svg?style=for-the-badge&logo=react&logoColor=black" alt="React" />