Improve model card: Add pipeline tag and project page link

README.md

@@ -1,16 +1,17 @@
 ---
-license: apache-2.0
+base_model: Dream-org/Dream-v0-Instruct-7B
 language: en
 library_name: transformers
+license: apache-2.0
+model_name: D2F_Dream_Base_7B_Lora
+pipeline_tag: text-generation
 tags:
 - d2f
 - diffusion-llm
-- text-generation
 - dream
 - lora
-base_model: Dream-org/Dream-v0-Instruct-7B
-model_name: D2F_Dream_Base_7B_Lora
 ---
+
 # D2F LoRA adapter for Dream-Base-7B
 
 This repository contains the **LoRA adapter** for the `Dream-org/Dream-v0-Instruct-7B` model, trained using the **Discrete Diffusion Forcing (D2F)** method.
@@ -19,8 +20,9 @@ This adapter allows the `Dream-Base-7B` diffusion LLM (dLLM) to achieve inferenc
 
 The D2F method and its results are detailed in the paper: **[D2F: Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing](https://arxiv.org/abs/2508.09192)**.
 
-- **Official Code:** [D2F GitHub Repository](https://github.com/zhijie-group/Discrete-Diffusion-Forcing)
-- **Demo Space:** [D2F-LLaDA-Instruct-8B](https://huggingface.co/spaces/zhijie3/D2F-LLaDA-Instruct-8B)
+-   **Official Code:** [D2F GitHub Repository](https://github.com/zhijie-group/Discrete-Diffusion-Forcing)
+-   **Project Page:** [Discrete Diffusion Forcing](https://zhijie-group.github.io/Discrete-Diffusion-Forcing/)
+-   **Demo Space:** [D2F-LLaDA-Instruct-8B](https://huggingface.co/spaces/zhijie3/D2F-LLaDA-Instruct-8B)
 
 ## Method: Discrete Diffusion Forcing (D2F)