Update README.md

README.md

@@ -12,4 +12,37 @@ tags:
 - question answering
 - RAG
 - Retrieval Augmented Generation
----
+---
+<p align="center">
+<a alt="Ask2Democracy project" ref="https://github.com/jorge-henao/ask2democracy">Ask2Democracy project</a>
+</p>
+<hr>
+
+## What's Baize-lora-7B-ask2democracy-cfqa?
+
+This model is an open-source chat model fine-tuned with [LoRA](https://github.com/microsoft/LoRA) inspired by [Baize project](https://github.com/project-baize/baize-chatbot/tree/main/). It was trained with the Baize datasets and the ask2democracy-cfqa-salud-pension dataset, wich contains almost 4k instructions to answers questions based on a context relevant to citizen concerns and public debate in spanish.
+
+- **Developed by:**
+- 🇨🇴 [Jorge Henao](https://huggingface.co/jorge-henao)
+- 🇨🇴 [David Torres ](https://github.com/datorresb)
+
+## Training Parameters
+
+- Base Model: [LLaMA-7B](https://arxiv.org/pdf/2302.13971.pdf)
+- Training Epoch: 1
+- Batch Size: 16
+- Maximum Input Length: 512
+- Learning Rate: 2e-4
+- LoRA Rank: 8
+- Updated Modules: All Linears
+
+## Training Dataset
+
+- [Ask2Democracy-cfqa-salud-pension]([https://github.com/tatsu-lab/stanford_alpaca](https://huggingface.co/datasets/hackathon-somos-nlp-2023/ask2democracy-cfqa-salud-pension) (3806)
+- [Standford Alpaca](https://github.com/tatsu-lab/stanford_alpaca) (51,942)
+- [Quora Dialogs](https://github.com/project-baize/baize) (54,456):
+- [StackOverflow Dialogs](https://github.com/project-baize/baize) (57,046)
+- [Alpacaca chat Dialogs](https://github.com/project-baize/baize)
+- [Medical chat Dialogs](https://github.com/project-baize/baize)
+
+More details can be found in the Ask2Democracy [GitHub]((https://github.com/jorge-henao/ask2democracy))