Update README.md

README.md

@@ -33,6 +33,17 @@ short_description: Apply the color grade from one image to another image
 
 It transfers the color grading from a reference image directly onto a source image.
 
+
+## 🏆 Hackathon Patches
+
+| Patch | Status |
+| :--- | :--- |
+| 🔬 **Small Models Only** — `Qwen-Image-Edit-2511` at 20B parameters, well under the 32B limit | ✅ |
+| 🔌 **Off the Grid** — No cloud APIs, runs entirely on local GPU | ✅ |
+| 🎯 **Well-Tuned** — Custom LoRA [`ovi054/QIE-2511-Color-Grade-Transfer-LoRA`](https://huggingface.co/ovi054/QIE-2511-Color-Grade-Transfer-LoRA) published on Hub | ✅ |
+| 📓 **Field Notes** — [Blog post on what I built and learned](https://huggingface.co/blog/ovi054/color-grade-transfer) | ✅ |
+
+
 ### Key Features
 * **Direct Color Transfer:** Copies styling from a reference image to a source image without manual grading.
 * **4-Step Inference:** Uses a lightning adapter for fast, low-step generation.
@@ -43,13 +54,13 @@ It transfers the color grading from a reference image directly onto a source ima
 ---
 
 
-### 🛠️ Core Constraints
+<!-- ### 🛠️ Core Constraints
 * **Small Models Only:** Powered by the `Qwen-Image-Edit-2511` architecture family running at 20B parameters safely satisfying the 32 Billion parameter limit.
 * 🔌 **Off the Grid (Local-First):** **No cloud APIs are used.** The pipeline loads the model weights and runs entirely on the host GPU hardware.
 * 🎯 **Well-Tuned:** Utilizes a custom fine-tuned LoRA adapter published directly on my Hugging Face Hub (`ovi054/QIE-2511-Color-Grade-Transfer-LoRA`).
 
 ---
-
+ -->
 
 ## 🧠 LoRA Fine-Tuning Process
 
@@ -102,6 +113,10 @@ The model was fine-tuned using the following precise configuration settings:
 ### Live Demo
 * **Hugging Face Space:** [Color Grade Transfer](https://huggingface.co/spaces/build-small-hackathon/Color-Grade-Transfer)
 
+### Blog
+* **Blog Post:** [Color Grade Transfer — Instant Cinematic Tone Matching](https://huggingface.co/blog/ovi054/color-grade-transfer)
+
+
 ### Social Media & Demo
 * **Twitter/X:** [https://x.com/ovi054/status/2064060651706925403](https://x.com/ovi054/status/2064060651706925403)
 * **Hugging Face Post:** [https://huggingface.co/posts/ovi054/229194823175599](https://huggingface.co/posts/ovi054/229194823175599)