Update README.md

README.md

@@ -10,6 +10,12 @@ datasets:
 library_name: transformers
 license: bigcode-openrail-m
 ---
+### Spider NatSQL Wizard Coder Summary
+
+- This model was created by finetuning [WizardLM/WizardCoder-15B-V1.0](https://huggingface.co/WizardLM/WizardCoder-15B-V1.0) on a NatSQL enhanced Spider context training dataset: [richardr1126/spider-natsql-skeleton-context-finetune](https://huggingface.co/datasets/richardr1126/spider-natsql-skeleton-context-finetune).
+- Finetuning was performed using QLoRa on a single RTX6000 48GB.
+- If you want just the QLoRa/LoRA adapter it is [here](https://huggingface.co/richardr1126/qlora-spider-natsql-wizard-coder-adapter).
+
 ## Citation
 
 Please cite the repo if you use the data or code in this repo.
@@ -49,6 +55,14 @@ Please cite the repo if you use the data or code in this repo.
     pages = "2030--2042",
 }
 ```
+```
+@article{dettmers2023qlora,
+  title={QLoRA: Efficient Finetuning of Quantized LLMs},
+  author={Dettmers, Tim and Pagnoni, Artidoro and Holtzman, Ari and Zettlemoyer, Luke},
+  journal={arXiv preprint arXiv:2305.14314},
+  year={2023}
+}
+```
 
 ## Disclaimer