Update README.md

README.md

@@ -26,8 +26,8 @@ base_model_relation: finetune
 
 [![Ascend](https://img.shields.io/badge/Inference-Ascend--NPU-red)](https://www.hiascend.com/)
 [![Diffusers](https://img.shields.io/badge/Inference-Diffusers-blueviolet)](https://github.com/huggingface/diffusers)
-[![vLLM-Omni](https://img.shields.io/badge/Backend-vLLM--Omni-orange)](https://github.com/vllm-project/vllm-omni)
-[![SGLang Diffusion](https://img.shields.io/badge/Backend-SGLang--Diffusion-yellow)](https://github.com/sgl-project/sglang)
+[![vLLM-Omni](https://img.shields.io/badge/Backend-vLLM--Omni-orange)](https://github.com/vllm-project/vllm-omni/pull/1604)
+[![SGLang Diffusion](https://img.shields.io/badge/Backend-SGLang--Diffusion-yellow)](https://github.com/sgl-project/sglang/pull/19782)
 
 
 
@@ -68,12 +68,11 @@ or you can click <a href="https://github.com/PKU-YuanGroup/Helios-Page/blob/main
 * ⏳⏳⏳ Release the [Technical Report](https://github.com/PKU-YuanGroup/Helios-Page/blob/main/helios_technical_report.pdf) on arXiv.
 * `[2025.03.04]` 🚀 Day-0 support for [Ascend-NPU](https://www.hiascend.com)，with sincere gratitude to the Ascend Team for their support.
 * `[2025.03.04]` 🚀 Day-0 support for [Diffusers](https://github.com/huggingface/diffusers)，with special thanks to the HuggingFace Team for their support.
-* `[2025.03.04]` 🚀 Day-0 support for [vLLM-Omni](https://github.com/vllm-project/vllm-omni)，with heartfelt gratitude to the vLLM Team for their support.
-* `[2025.03.04]` 🚀 Day-0 support for [SGLang-Diffusion](https://github.com/sgl-project/sglang)，with huge thanks to the SGLang Team for their support.
+* `[2025.03.04]` 🚀 Day-0 support for [vLLM-Omni](https://github.com/vllm-project/vllm-omni/pull/1604)，with heartfelt gratitude to the vLLM Team for their support.
+* `[2025.03.04]` 🚀 Day-0 support for [SGLang-Diffusion](https://github.com/sgl-project/sglang/pull/19782)，with huge thanks to the SGLang Team for their support.
 * `[2025.03.04]` 🔥 We've released the training/inference code and weights of **Helios-Base**, **Helios-Mid** and **Helios-Distilled**.
 
 
-
 ## 🔥 Friendly Links
 
 If your work has improved **Helios** and you would like more people to see it, please inform us.
@@ -92,6 +91,9 @@ If your work has improved **Helios** and you would like more people to see it, p
 | Helios-Base      | 🤗 [Huggingface](https://huggingface.co/BestWishYsh/Helios-Base) 🤖 [ModelScope](https://modelscope.cn/datasets/BestWishYSH/Helios-Base)                | T2V ✅ I2V ✅ V2V ✅ Interactive ✅           | Best Quality, with v-prediction, standard CFG and custom HeliosScheduler.                   |
 | Helios-Mid       | 🤗 [Huggingface](https://huggingface.co/BestWishYsh/Helios-Mid) 🤖 [ModelScope](https://modelscope.cn/datasets/BestWishYSH/Helios-Mid)                  | T2V ✅ I2V ✅ V2V ✅ Interactive ✅           | Intermediate Ckpt, with v-prediction, CFG-Zero* and custom HeliosScheduler.                 |
 | Helios-Distilled | 🤗 [Huggingface](https://huggingface.co/BestWishYsh/Helios-Distilled) 🤖 [ModelScope](https://modelscope.cn/datasets/BestWishYSH/Helios-Distilled)      | T2V ✅ I2V ✅ V2V ✅ Interactive ✅           | Best Efficiency, with x0-prediction and custom HeliosDMDScheduler.                          |
+
+
+
 > 💡Note: 
 > * All three models share the same architecture, but Helios-Mid and Helios-Distilled use a more aggressive multi-scale sampling pipeline to achieve better efficiency.
 > * Helios-Mid is an intermediate checkpoint generated in the process of distilling Helios-Base into Helios-Distilled, and may not meet expected quality.
@@ -114,6 +116,7 @@ modelscope download BestWishYSH/Helios-Mid --local-dir BestWishYSH/Helios-Mid
 modelscope download BestWishYSH/Helios-Distilled --local-dir BestWishYSH/HeliosDistillede
 ```
 
+
 ## 🚀 Inference
 
 
@@ -297,13 +300,40 @@ Install sglang-diffusion from source:
 pip install git+https://github.com/sgl-project/sglang.git
 ```
 
-For example, let's take Helios-Distilled.
+For example, let's take Helios-Base. **(Native Support)**
 
 <details>
   <summary>Click to expand the code</summary>
 
   ```bash
-  cd sglang
+  sglang generate \
+    --model-path BestWishYsh/Helios-Base \
+    --prompt "A cat walking on the beach at sunset, cinematic lighting, high quality" \
+    --negative-prompt "Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards" \
+    --height 384 \
+    --width 640 \
+    --num-frames 33 \
+    --num-inference-steps 50 \
+    --guidance-scale 5.0
+  ```
+</details>
+
+For example, let's take Helios-Base. **(Diffusers Backend)**
+
+<details>
+  <summary>Click to expand the code</summary>
+
+  ```bash
+  sglang generate \
+    --model-path BestWishYsh/Helios-Base \
+    --prompt "A cat walking on the beach at sunset, cinematic lighting, high quality" \
+    --negative-prompt "Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards" \
+    --height 384 \
+    --width 640 \
+    --num-frames 33 \
+    --num-inference-steps 50 \
+    --guidance-scale 5.0 \
+    --backend diffusers
   ```
 </details>
 
@@ -319,9 +349,9 @@ If you find our paper and code useful in your research, please consider giving a
 
 ```BibTeX
 @article{helios,
-  title={Helios: Real-Time Long Video Generation without Anti-Drifting Strategies},
+  title={Helios: Real Real-Time Long Video Generation Model},
   author={Yuan, Shenghai and Yin, Yuanyang and Li, Zongjian and Huang, Xinwei and Yang, Xiao and Yuan, Li},
   journal={arXiv preprint arXiv:2603.xxxxx},
   year={2026}
 }
-```
+```