Update README.md

README.md

@@ -116,7 +116,9 @@ When testing, the prompt prefix is added to tell the model what role it is and w
 
 <!-- These are the evaluation metrics being used, ideally with a description of why. -->
 
-Success compilation rate: $\frac{\text{\#Success compilation}}{\text{\#Total compilation}}\times 100\%$. The uncessful compilation is rather LaTeX failure or the timeout case (compilation time > 20s).
+Success compilation rate: 
+$$\frac{\text{\#Success compilation}}{\text{\#Total compilation}}\times 100\%$$
+The uncessful compilation is rather LaTeX failure or the timeout case (compilation time > 20s).
 
 ### Results
 
@@ -133,7 +135,7 @@ This model is expected to output the LaTeX code output related to the `pgfplots`
 
 <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
 
-Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute).
 
 - **Hardware Type:** Nvidia A100 80G
 - **Hours used:** 1h = 10min training + 50min testing