updated date and model count

Added new hugging face results

Updated to reflect number of models. Previously, I think there were duplicates

Show a random question from the moral scenarios evaluation

Updated model count

Added statement of removal of models

removed commented code

updated update data

Fixed type error

WIP commit. Currently have nlargest error

Updated the last updated date to 18Aug

Updated description with more models

fixed error

Added google analytics snippet

Increased size of scatter plot

Made the radar plot larger

Moved radar plots to higher in the page

Modified title and explanation to better reflect what the site is

Moved radar chart to after analysis

Added a default model to compare

Improved clarity of explanation for Radar charts

Fixed some of the diplicate model issue

Table now displays the columns that have the top differences

removed charts with hardcoded tasks. removed hardcoding of model for other charts

Finding top differences between tasks from the target model

Added explanation for the plot and a dataframe of the models

Added radar chart. Compares a model to the 5 models that have the closest performance on MMLU_average

Added header back for the table

Added citation for the site

Changed streamlit to wide layout to see more of the table

Updated updated date

Added filter for parameter count. Fixed model filter so that it only filters on the Model name (index of the table)

Modified the selection of models and evaluations so that most do not show up by default. for a better user experience with 700+ models

Added search for Model name and Task name

Added reasoning for having scatter plots

Updated title now that there are over 700 open source models in the dataset

Added statement and hypothesis about moral scenarios

Plots have a default title

Refactor of create_plot

Added finding from moral scenarios about threshold

Added bar chart for abstract algebra data.

Added introduction, links, and reduced the number of plots displayed

Modified download CSV feature so that the index column now has a title of model name

Added citation

Add dashed line at the appropriate scale of the largest and smallest values on the plot so that plotly still zooms in to show that

for the custom charts, remove columns with NaN values

Refactoring. Moved ResultDataProcessor class to a separate file to make it easier to use with experimentation in a jupyter notebook

Renamed class. Removed columns that were not useful.

Moved CSV download to just below the table

Added download CSV button