Update README.md

README.md

@@ -1,3 +1,33 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+datasets:
+- databricks/databricks-dolly-15k
+language:
+- en
+metrics:
+- rouge
+base_model:
+- openai-community/gpt2-large
+pipeline_tag: text-generation
+---
+# SeqKD-gpt2-760M
+
+[paper](https://arxiv.org/abs/2306.08543) | [code](https://github.com/microsoft/LMOps/tree/main/minillm)
+
+**SeqKD-gpt2-760M** is a gpt2-large (760M) model distilled from [gpt2-xlarge (1.5B)](https://huggingface.co/MiniLLM/teacher-gpt2-1.5B) on [databricks-dolly-15k](https://huggingface.co/datasets/aisquared/databricks-dolly-15k) with sequence-level forward KLD.
+
+
+## Other Baselines
++ [SFT w/o KD](https://huggingface.co/MiniLLM/SFT-gpt2-760M)
++ [KD](https://huggingface.co/MiniLLM/KD-gpt2-760M)
+
+
+## Citation
+```
+@inproceedings{minillm,
+  title={MiniLLM: Knowledge Distillation of Large Language Models},
+  author={Gu, Yuxian and Dong, Li and Wei, Furu and Huang, Minlie},
+  booktitle={Proceedings of ICLR},
+  year={2024}
+}
+```