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Paul Gauthier 2024-05-15 10:59:18 -07:00
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_posts/2024-05-13-models-over-time.md
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---
title: LLM code editing skill over time
excerpt: A comparison of LLM code editing skill based on the release dates of the models.
---
# LLM code editing skill over time
<canvas id="scatterPlot" width="800" height="450" style="margin-top: 20px"></canvas>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script>
document.addEventListener('DOMContentLoaded', function () {
var ctx = document.getElementById('scatterPlot').getContext('2d');
var scatterData = {
datasets: [{
label: 'Model Performance',
data: [
{% for row in site.data.edit_leaderboard %}
{% if row.released %}
{
x: new Date('{{ row.released | date: "%Y-%m-%d" }}'),
y: {{ row.pass_rate_2 }},
label: '{{ row.model }}'
},
{% endif %}
{% endfor %}
],
backgroundColor: 'rgba(54, 162, 235, 0.2)',
borderColor: 'rgba(54, 162, 235, 1)',
borderWidth: 1,
pointRadius: 5,
pointHoverRadius: 7
}]
};
var scatterChart = new Chart(ctx, {
type: 'scatter',
data: scatterData,
options: {
scales: {
x: {
type: 'time',
time: {
unit: 'month',
tooltipFormat: 'll',
parser: 'YYYY-MM-DD'
},
ticks: {
callback: function(value, index, values) {
return new Date(value).toLocaleDateString();
}
},
title: {
display: true,
text: 'Release Date'
}
},
y: {
title: {
display: true,
text: 'Pass Rate 2 (%)'
},
beginAtZero: true
}
},
tooltips: {
callbacks: {
label: function(tooltipItem, data) {
var label = data.datasets[tooltipItem.datasetIndex].data[tooltipItem.index].label || '';
return label + ': (' + tooltipItem.xLabel + ', ' + tooltipItem.yLabel + '%)';
}
}
}
}
});
});
</script>