Update README.md

README.md

@@ -13,22 +13,22 @@ should probably proofread and complete it, then remove this comment. -->
 
 # gpt2_finetuned_new_10000recipe_chicken
 
-This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) using 10,000 chicken recipes extracted from nlg dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.6760
 
 ## Model description
 
-More information needed
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) using 10,000 chicken recipes extracted from nlg dataset.
+It achieves the following results on the evaluation set:
 
 ## Intended uses & limitations
 
-More information needed
+The use is for personal and educational purposes.
 
 ## Training and evaluation data
 
-More information needed
-
+The model uses 10043 recipes for its training data and 100 recipes for its evaluation data.
 ## Training procedure
 
 ### Training hyperparameters
@@ -58,3 +58,22 @@ The following hyperparameters were used during training:
 - Pytorch 2.0.1+cpu
 - Datasets 2.14.4
 - Tokenizers 0.11.0
+
+### Reference
+
+@inproceedings{bien-etal-2020-recipenlg,
+    title = "{R}ecipe{NLG}: A Cooking Recipes Dataset for Semi-Structured Text Generation",
+    author = "Bie{\'n}, Micha{\l}  and
+      Gilski, Micha{\l}  and
+      Maciejewska, Martyna  and
+      Taisner, Wojciech  and
+      Wisniewski, Dawid  and
+      Lawrynowicz, Agnieszka",
+    booktitle = "Proceedings of the 13th International Conference on Natural Language Generation",
+    month = dec,
+    year = "2020",
+    address = "Dublin, Ireland",
+    publisher = "Association for Computational Linguistics",
+    url = "https://www.aclweb.org/anthology/2020.inlg-1.4",
+    pages = "22--28",
+}