Update README.md

README.md

@@ -59,9 +59,13 @@ messages = [
     "Translate the following English sentence into Chinese and explain it in detail:\nMay the force be with you <zh>" # with CoT
 ]
 
-sampling_params = SamplingParams(temperature=0,
-                                 max_tokens=4096,
+# Sampling
+decoding_params = SamplingParams(temperature=0,
+                                 max_tokens=512,
                                  skip_special_tokens=True)
+# Beam Search
+decoding_params = BeamSearchParams(beam_width=4, 
+                                    max_tokens=512)
 
 results = model.generate(messages, sampling_params)
 responses = [res.outputs[0].text.strip() for res in results]
@@ -77,7 +81,7 @@ For detailed benchmark results and analysis, please refer to our [Technical Repo
 This project is licensed under OpenMDW. See the [LICENSE](https://github.com/ByteDance-Seed/Seed-X-7B/blob/main/LICENSE.openmdw) flie for details.
 
 ## Citation
-If you find Seed-X useful for your research and applications, feel free to give us a star ⭐ or cite us using:
+<!--If you find Seed-X useful for your research and applications, feel free to give us a star ⭐ or cite us using:
 ```bibtex
 @Article{XXX,
       title={XXXXXXXXXXX}, 
@@ -87,5 +91,5 @@ If you find Seed-X useful for your research and applications, feel free to give
       archivePrefix={arXiv},
       primaryClass={cs.XX}
 }
-```
+```-->
 We will soon publish our technical report on Arxiv.