Update README.md

README.md

@@ -57,7 +57,7 @@ Check our gradio-demo in [Spaces](https://huggingface.co/spaces/nicholasKluge/Ai
 - **Emissions:** 0.35 KgCO2 (Singapore)
 - **Total Energy Consumption:** 0.73 kWh
 
-This repository has the [notebook](AIRA_FineTuning.ipynb) used to train this model.
+This repository has the [source code](https://github.com/Nkluge-correa/Aira) used to train this model.
 
 ## Usage
 
@@ -120,7 +120,7 @@ The model will output something like:
 | [Aira-2-portuguese-124M](https://huggingface.co/nicholasKluge/Aira-2-portuguese-124M) | **34.73** | **24.87**                               | 40.60                                          | None                                        |
 | gpt2-small-portuguese                                                                 | 31.96     | 22.48                                   | **41.44**                                      | None                                        |
 
-* Evaluations were performed using the [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) (by [EleutherAI](https://www.eleuther.ai/)). The notebook used to make these evaluations is available in the [this repo](lm_evaluation_harness-pt.ipynb). The ToxiGen evaluation was not performed because the task is not available in Portuguese. Thanks to [Laiviet](https://github.com/laiviet/lm-evaluation-harness) for translating some of the tasks in the LM-Evaluation-Harness. 
+* Evaluations were performed using the [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) (by [EleutherAI](https://www.eleuther.ai/)). The ToxiGen evaluation was not performed because the task is not available in Portuguese. Thanks to [Laiviet](https://github.com/laiviet/lm-evaluation-harness) for translating some of the tasks in the LM-Evaluation-Harness. 
 
 ## Cite as 🤗