Update README.md

README.md

@@ -13,9 +13,9 @@ base_model:
   <h1 style="margin: 0; border-bottom: none;">Step-3.5-Flash</h1>
 </div>
 
-[![Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20HF-StepFun/STEP3p5-preview)](https://huggingface.co/stepfun-ai/step3p5_preview/tree/main)
+[![Hugging Face](https://img.shields.io/badge/%F0%9F%A4%97%20HF-StepFun/STEP3p5-preview)](https://huggingface.co/stepfun-ai/Step-3.5-Flash)
 [![ModelScope](https://img.shields.io/badge/ModelScope-StepFun/STEP3p5-preview)](https://huggingface.co/stepfun-ai/step3p5_preview/tree/main)
-[![Paper](https://img.shields.io/badge/Paper-Arxiv-red)](https://huggingface.co/stepfun-ai/step3p5_preview/tree/main)
+[![Paper](https://img.shields.io/badge/Paper-Arxiv-red)](https://huggingface.co/stepfun-ai/Step-3.5-Flash)
 [![License](https://img.shields.io/badge/License-Apache%202.0-green)]()
 
 </div>
@@ -51,7 +51,7 @@ Performance of Step 3.5 Flash measured across **Reasoning**, **Coding**, and **A
 | Est. decoding cost (@ 128K context, Hopper GPU**) | **1.0x** (100 tok/s, MTP-3, EP8) | 6.0x (33 tok/s, MTP-1, EP32) | 18.9x (33 tok/s, no MTP, EP32) | 18.9x (100 tok/s, MTP-3, EP8) | 3.9x (100 tok/s, MTP-3, EP8) | 1.2x (100 tok/s, MTP-3, EP8) |
 | **Agency** | | | | | | |
 | τ²-Bench | **88.2** | 80.3 | 74.3* / — | 87.4 | 80.2* | 80.3 |
-| BrowseComp | 50.7 | 51.4 | 41.5* / **60.6** | 52.0 | 47.4 | 45.4 |
+| BrowseComp | 51.6 | 51.4 | 41.5* / **60.6** | 52.0 | 47.4 | 45.4 |
 | BrowseComp (w/ Context Manager) | 69.0 | 67.6 | 60.2 / **74.9** | 67.5 | 62.0 | 58.3 |
 | BrowseComp-ZH | **66.9** | 65.0 | 62.3 / 62.3* | 66.6 | 47.8* | 51.2* |
 | BrowseComp-ZH (w/ Context Manager) | **73.7** | — | — / — | — | — | — |