Update README.md

README.md

@@ -1,3 +1,32 @@
 ---
 license: apache-2.0
+datasets:
+- OpenAssistant/oasst1
+language:
+- en
 ---
+
+## 🐋 Humback
+
+The proposed Humback is a novel framework that can augment the instruction data for supervised fine-tuning with high quality.
+
+This is a backward model $M_{yx}$ for [Humback](https://arxiv.org/pdf/2308.06259.pdf) reproduction.
+
+This model is trained on the seed data in a reversed order (generate instruction given response).
+
+The seed data is a sampled dataset from [oasst1](https://huggingface.co/datasets/OpenAssistant/oasst1).
+
+You may find more details and usage examples in [Spico197/Humback](https://github.com/Spico197/Humback) .
+
+## 📜 Reference
+
+```bibtex
+@misc{li2023selfalignment,
+    title={Self-Alignment with Instruction Backtranslation},
+    author={Xian Li and Ping Yu and Chunting Zhou and Timo Schick and Luke Zettlemoyer and Omer Levy and Jason Weston and Mike Lewis},
+    year={2023},
+    eprint={2308.06259},
+    archivePrefix={arXiv},
+    primaryClass={cs.CL}
+}
+```