Update README.md

README.md

@@ -71,14 +71,14 @@ Currently supports the following LLMs, including Hunyuan-Dense, Hunyuan-MoE, Qwe
 ### Speculative Decoding
 The Eagle3 weights for the Qwen3 series model are now available.
 
-| Model     |      Eagle3       | 
-| ----------| ----------------- | 
-| [Qwen3-1.7B](https://huggingface.co/AngelSlim/Qwen3-1.7B_eagle3)    |      ✅           |
-| [Qwen3-4B](https://huggingface.co/AngelSlim/Qwen3-4B_eagle3)        |      ✅           |
-| [Qwen3-8B](https://huggingface.co/AngelSlim/Qwen3-8B_eagle3)        |      ✅           |
-| [Qwen3-14B](https://huggingface.co/AngelSlim/Qwen3-14B_eagle3)      |      ✅           |
-| [Qwen3-32B](https://huggingface.co/AngelSlim/Qwen3-32B_eagle3)      |      ✅           |
-| [Qwen3-30B-A3B](https://huggingface.co/AngelSlim/Qwen3-a3B_eagle3)  |      ✅           |
+| Qwen3  Models   | Hunyuan Models     |
+| ----------|----------|
+| ✅ [Qwen3-1.7B](https://huggingface.co/AngelSlim/Qwen3-1.7B_eagle3)    |✅ [Hunyuan-1.8B-Instruct](https://huggingface.co/AngelSlim/Hunyuan-1.8B-Instruct_eagle3)    |
+| ✅ [Qwen3-4B](https://huggingface.co/AngelSlim/Qwen3-4B_eagle3)        |✅ [Hunyuan-4B-Instruct](https://huggingface.co/AngelSlim/Hunyuan-4B-Instruct_eagle3)        |
+| ✅ [Qwen3-8B](https://huggingface.co/AngelSlim/Qwen3-8B_eagle3)        |✅ [Hunyuan-7B-Instruct](https://huggingface.co/AngelSlim/Hunyuan-7B-Instruct_eagle3)        |
+| ✅ [Qwen3-14B](https://huggingface.co/AngelSlim/Qwen3-14B_eagle3)      |
+| ✅ [Qwen3-32B](https://huggingface.co/AngelSlim/Qwen3-32B_eagle3)      |
+| ✅ [Qwen3-30B-A3B](https://huggingface.co/AngelSlim/Qwen3-a3B_eagle3)  |
 
 ## 🛎️How to Use
 
@@ -277,6 +277,8 @@ Benchmark results for other models with `FP8-Static`, `FP8-Dynamic`, `INT4-GPTQ`
 </table>
 
 ### (2) Speculative Decoding
+
+#### Qwen3 Series Models
 Benchmark results for Qwen3 series models with `Eagle3` speculative decoding algorithm on datasets including `MT-bench`, `HunmanEval`, `GSM8K`, and `Alpaca`:
 
 <table>
@@ -310,6 +312,34 @@ Benchmark results for Qwen3 series models with `Eagle3` speculative decoding alg
   </tbody>
 </table>
 
+#### Hunyuan Series Models
+Benchmark results for Hunyuan series models with `Eagle3` speculative decoding algorithm on datasets including `MT-bench`, `HunmanEval`, `GSM8K`, and `Alpaca`:
+
+<table>
+  <thead>
+    <tr>
+        <th>&nbsp</th><th>&nbsp</th>
+        <th colspan="2" style="text-align: center; vertical-align: middle;">MT-bench</th>
+        <th colspan="2" style="text-align: center; vertical-align: middle;">HumanEval</th>
+        <th colspan="2" style="text-align: center; vertical-align: middle;">GSM8K</th>
+        <th colspan="2" style="text-align: center; vertical-align: middle;">Alpaca</th>
+        <th colspan="2" style="text-align: center; vertical-align: middle;">Mean</th></tr>
+    <tr><th>Temperature</th><th>Model</th><th>Speedup</th><th>τ</th><th>Speedup</th><th>τ</th><th>Speedup</th><th>τ</th><th>Speedup</th><th>τ</th><th>Speedup</th><th>τ</th></tr>
+  </thead>
+  <tbody>
+    <!-- <tr><td colspan="12" style="text-align: center; vertical-align: middle;"><strong>Temperature=0</strong></td></tr> -->
+    <tr><td rowspan="3"><strong>T=0</strong></td>
+    <td>Hunyuan-1.8B-Instruct</td><td>1.97x</td><td>2.90</td><td>2.58x</td><td>3.73</td><td>2.61x</td><td>3.71</td><td>1.71x</td><td>2.43</td><td>2.22x</td><td>3.19</td></tr>
+    <tr> <td>Hunyuan-4B-Instruct</td><td>1.77x</td><td>2.60</td><td>2.64x</td><td>3.35</td><td>2.14x</td><td>3.17</td><td>1.72x</td><td>2.57</td><td>2.07x</td><td>2.92</td></tr>
+    <tr><td>Hunyuan-7B-Instruct</td><td>2.22x</td><td>3.58</td><td>3.59x</td><td>5.47</td><td>2.96x</td><td>4.68</td><td>1.64x</td><td>2.56</td><td>2.60x</td><td>4.07</td></tr>
+    <!-- <tr><td colspan="12" style="text-align: center; vertical-align: middle;"><strong>Temperature=1</strong></td></tr> -->
+    <tr><td rowspan="3"><strong>T=1</strong></td>
+    <td>Hunyuan-1.8B-Instruct</td><td>1.58x</td><td>2.36</td><td>2.35x</td><td>3.56</td><td>2.23x</td><td>3.38</td><td>1.26x</td><td>1.87</td><td>1.86x</td><td>2.79</td></tr>
+    <tr><td>Hunyuan-4B-Instruct</td><td>1.36x</td><td>2.05</td><td>1.97x</td><td>2.86</td><td>1.72x</td><td>2.68</td><td>1.14x</td><td>1.76</td><td>1.55x</td><td>2.34</td></tr>
+    <tr><td>Hunyuan-7B-Instruct</td><td>1.90x</td><td>3.11</td><td>3.12x</td><td>5.09</td><td>2.74x</td><td>4.34</td><td>1.47x</td><td>2.39</td><td>2.31x</td><td>3.73</td></tr>
+  </tbody>
+</table>
+
 ## 📝 License
 
 The code for this project is open-sourced under the [License for AngelSlim](LICENSE).