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<!DOCTYPE HTML>
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<h2>LLM360</h2>
<ul>
<li><a href="index.html#one">Models</a></li>
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<h1>Performance and Evaluation</h1>
<p>
Performance and Evaluation is a robust large language model evaluation consisting of general and domain specific evaluations to assess model knowledge and function.
</p>
<p>* We run evaluations ourselves and some results may be sensitive to detailed settings. We will share details of our evaluation methods shortly. *</p>
<div class="content">
<section>
<ul class="actions fit ">
<li><a href="evaluation.html#base" class="button fit">Average of 22 Evaluations</a></li>
<li><a href="evaluation.html#open" class="button fit">OpenLLM Leaderboard Metrics</a></li>
</ul>
<ul class="actions fit">
<!-- <li><a href="evaluation.html#coding" class="button fit">Coding</a></li>-->
<!-- <li><a href="evaluation.html#generation" class="button fit">Generation</a></li>-->
<li><a href="evaluation.html#math" class="button fit">Math</a></li>
<li><a href="evaluation.html#medical" class="button fit">Medical</a></li>
<li><a href="evaluation.html#multiplechoice" class="button fit">Multiple Choice</a></li>
</ul>
<div class="table-wrapper">
<div id="base">
<br>
<h3>Average of 22 Evaluations</h3>
<div class="row aln-top">
<div class="col-6 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Base Models</th>
<th>Overall Eval</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B </td>
<td>63.0</td>
</tr>
<tr class="alt">
<td>K2</td>
<td>58.1</td>
</tr>
<tr class="alt">
<td>K2-Stage 1</td>
<td>56.6</td>
</tr>
<tr>
<td>Llama 2-70B</td>
<td>56.5</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>53.3</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>55.4</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>45.8</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
<div class="col-6 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Base Models</th>
<th>Overall Eval</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B-Instruct</td>
<td>63.4</td>
</tr>
<tr class="alt">
<td>K2 Chat</td>
<td>59.5</td>
</tr>
<tr>
<td>Llama 2-70B-Chat</td>
<td>55.3</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
<div id="open">
<br>
<h3>OpenLLM Leaderboard Metrics</h3>
<div class="row aln-top">
<div class="col-4 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>Average</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>73.3</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>68.8</td>-->
<!-- </tr>-->
<tr>
<td>Llama 2-70B</td>
<td>65.8</td>
</tr>
<tr class="alt">
<td>K2</td>
<td>64.3</td>
</tr>
<tr class="alt">
<td>K2-Stage 1</td>
<td>63.9</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>62.6</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>56.9</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
<div class="col-8 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>MMLU</th>
<th>HellaSwag</th>
<th>ARC-C</th>
<th>Winogrande</th>
<th>Truthful QA</th>
<th>GSM8K</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>75</td>
<td>87.9</td>
<td>69.8</td>
<td>81.1</td>
<td>45.6</td>
<td>80.4</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>65.7</td>-->
<!-- <td>88.97</td>-->
<!-- <td>69.5</td>-->
<!-- <td>86.6</td>-->
<!-- <td>45.6</td>-->
<!-- <td>56.6</td>-->
<!-- </tr>-->
<tr>
<td>Llama 2-70B</td>
<td>65.4</td>
<td>86.9</td>
<td>67.2</td>
<td>77.7</td>
<td>44.9</td>
<td>52.6</td>
</tr>
<tr class="alt">
<td>K2-Stage 1</td>
<td>64.8</td>
<td>85.5</td>
<td>64.8</td>
<td>77</td>
<td>40.8</td>
<td>50.2</td>
</tr>
<tr class="alt">
<td>K2</td>
<td>62.6</td>
<td>83.2</td>
<td>61.9</td>
<td>79.5</td>
<td>40.4</td>
<td>58.3</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>59.7</td>
<td>85.9</td>
<td>63.2</td>
<td>77.2</td>
<td>42.6</td>
<td>47</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>53.4</td>-->
<!-- <td>85.3</td>-->
<!-- <td>61.9</td>-->
<!-- <td>76.6</td>-->
<!-- <td>41.7</td>-->
<!-- <td>22.7</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
</div>
<div class="features chat">
<section>
<h4>OpenLLM Leaderboard Metrics: Chat & Instruction Models</h4>
<div class="row aln-top">
<div class="col-4 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>Average</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>77.6</td>
</tr>
<tr class="alt">
<td>K2 Chat</td>
<td>65.2</td>
</tr>
<tr>
<td>Llama 2-70B</td>
<td>64.8</td>
</tr>
</tbody>
</table>
</div>
<div class="col-8 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>MMLU</th>
<th>HellaSwag</th>
<th>ARC-C</th>
<th>Winogrande</th>
<th>Truthful QA</th>
<th>GSM8K</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B Chat</td>
<td>78.6</td>
<td>85.6</td>
<td>72</td>
<td>76.1</td>
<td>61.9</td>
<td>91.2</td>
</tr>
<tr class="alt">
<td>K2 Chat</td>
<td>63.5</td>
<td>81.7</td>
<td>61.3</td>
<td>79.5</td>
<td>44.7</td>
<td>60.7</td>
</tr>
<tr>
<td>Llama 2-70B-Chat</td>
<td>61.1</td>
<td>85.9</td>
<td>65.3</td>
<td>75.1</td>
<td>52.8</td>
<td>48.4</td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
</div>
</div>
<!-- <div id="coding">-->
<!-- <br>-->
<!-- <h3>Coding</h3>-->
<!-- <div class="row gtr-150">-->
<!-- <div class="col-4 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>Average</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2</td>-->
<!-- <td>47.9</td>-->
<!-- </tr>-->
<!-- <tr class="alt">-->
<!-- <td>K2-Stage 1</td>-->
<!-- <td>39.2</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B</td>-->
<!-- <td>38.8</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B</td>-->
<!-- <td>34.4</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama-65B</td>-->
<!-- <td>28.8</td>-->
<!-- </tr>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-180B</td>–>-->
<!--<!– <td>24.5</td>–>-->
<!--<!– </tr>–>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-40B</td>–>-->
<!--<!– <td>5.4</td>–>-->
<!--<!– </tr>–>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- <div class="col-8 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>HumanEval @1</th>-->
<!-- <th>HumanEval @10</th>-->
<!-- <th>MBPP @1</th>-->
<!-- <th>MBPP @10</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2</td>-->
<!-- <td>38.5</td>-->
<!-- <td>59.8</td>-->
<!-- <td>36.5</td>-->
<!-- <td>56.8</td>-->
<!-- </tr>-->
<!-- <tr class="alt">-->
<!-- <td>K2-Stage 1</td>-->
<!-- <td>32</td>-->
<!-- <td>48.2</td>-->
<!-- <td>25.7</td>-->
<!-- <td>51</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B</td>-->
<!-- <td>30</td>-->
<!-- <td>42.1</td>-->
<!-- <td>21.2</td>-->
<!-- <td>44.4</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B</td>-->
<!-- <td>23</td>-->
<!-- <td>35.4</td>-->
<!-- <td>38.6</td>-->
<!-- <td>58</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama-65B</td>-->
<!-- <td>22.8</td>-->
<!-- <td>36</td>-->
<!-- <td>21.5</td>-->
<!-- <td>34.8</td>-->
<!-- </tr>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-180B</td>–>-->
<!--<!– <td>0.1</td>–>-->
<!--<!– <td>0.6</td>–>-->
<!--<!– <td>42.1</td>–>-->
<!--<!– <td>55</td>–>-->
<!--<!– </tr>–>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-40B</td>–>-->
<!--<!– <td>0</td>–>-->
<!--<!– <td>0</td>–>-->
<!--<!– <td>3.2</td>–>-->
<!--<!– <td>18.2</td>–>-->
<!--<!– </tr>–>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- </div>-->
<!-- <div class="features chat">-->
<!-- <section>-->
<!-- <h4>Coding: Chat & Instruction Models</h4>-->
<!-- <div class="row aln-middle">-->
<!-- <div class="col-8 col-12-medium">-->
<!-- <div class="col-12">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>Average</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2 Chat</td>-->
<!-- <td>55.2</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B-Instruct</td>-->
<!-- <td>38.5</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B-Chat</td>-->
<!-- <td>35.7</td>-->
<!-- </tr>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- <div class="col-12">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>HumanEval @1</th>-->
<!-- <th>HumanEval @10</th>-->
<!-- <th>MBPP @1</th>-->
<!-- <th>MBPP @10</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2 Chat</td>-->
<!-- <td>47.9</td>-->
<!-- <td>64.6</td>-->
<!-- <td>48.4</td>-->
<!-- <td>60</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B-Instruct</td>-->
<!-- <td>41.8</td>-->
<!-- <td>56.7</td>-->
<!-- <td>18.9</td>-->
<!-- <td>36.4</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B-Chat</td>-->
<!-- <td>30.7</td>-->
<!-- <td>41.5</td>-->
<!-- <td>31.4</td>-->
<!-- <td>39.2</td>-->
<!-- </tr>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- </div>-->
<!-- <div class="col-4 col-12-medium">-->
<!-- <span class="image main">-->
<!-- <img src="images/coding_chat.png" />-->
<!-- </span>-->
<!-- </div>-->
<!-- </div>-->
<!-- </section>-->
<!-- </div>-->
<!-- </div>-->
<!-- <div id="generation">-->
<!-- <br>-->
<!-- <h3>Generation</h3>-->
<!-- <div class="row gtr-top">-->
<!-- <div class="col-3 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>Average</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2</td>-->
<!-- <td>53.3</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B</td>-->
<!-- <td>52.4</td>-->
<!-- </tr>-->
<!-- <tr class="alt">-->
<!-- <td>K2-Stage 1</td>-->
<!-- <td>45.3</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B</td>-->
<!-- <td>42.8</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama-65B</td>-->
<!-- <td>36.8</td>-->
<!-- </tr>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-180B</td>–>-->
<!--<!– <td>36.1</td>–>-->
<!--<!– </tr>–>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-40B</td>–>-->
<!--<!– <td>14.2</td>–>-->
<!--<!– </tr>–>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- <div class="col-9 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>HumanEval @1</th>-->
<!-- <th>HumanEval @10</th>-->
<!-- <th>MBPP @1</th>-->
<!-- <th>MBPP @10</th>-->
<!-- <th>Big-Bench-Hard</th>-->
<!-- <th>GSM8K</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B</td>-->
<!-- <td>23</td>-->
<!-- <td>35.4</td>-->
<!-- <td>38.6</td>-->
<!-- <td>58</td>-->
<!-- <td>79.1</td>-->
<!-- <td>80.4</td>-->
<!-- </tr>-->
<!-- <tr class="alt">-->
<!-- <td>K2</td>-->
<!-- <td>38.5</td>-->
<!-- <td>59.8</td>-->
<!-- <td>36.5</td>-->
<!-- <td>56.8</td>-->
<!-- <td>69.8</td>-->
<!-- <td>58.3</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B</td>-->
<!-- <td>30</td>-->
<!-- <td>42.1</td>-->
<!-- <td>21.2</td>-->
<!-- <td>44.4</td>-->
<!-- <td>66.7</td>-->
<!-- <td>52.6</td>-->
<!-- </tr>-->
<!-- <tr class="alt">-->
<!-- <td>K2-Stage 1</td>-->
<!-- <td>32</td>-->
<!-- <td>48.2</td>-->
<!-- <td>25.7</td>-->
<!-- <td>51</td>-->
<!-- <td>64.6</td>-->
<!-- <td>50.2</td>-->
<!-- </tr>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-180B</td>–>-->
<!--<!– <td>0.1</td>–>-->
<!--<!– <td>0.6</td>–>-->
<!--<!– <td>42.1</td>–>-->
<!--<!– <td>55</td>–>-->
<!--<!– <td>62</td>–>-->
<!--<!– <td>56.6</td>–>-->
<!--<!– </tr>–>-->
<!-- <tr>-->
<!-- <td>Llama-65B</td>-->
<!-- <td>22.8</td>-->
<!-- <td>36</td>-->
<!-- <td>21.5</td>-->
<!-- <td>34.8</td>-->
<!-- <td>58.5</td>-->
<!-- <td>47</td>-->
<!-- </tr>-->
<!--<!– <tr>–>-->
<!--<!– <td>Falcon-40B</td>–>-->
<!--<!– <td>0</td>–>-->
<!--<!– <td>0</td>–>-->
<!--<!– <td>3.2</td>–>-->
<!--<!– <td>18.2</td>–>-->
<!--<!– <td>41.2</td>–>-->
<!--<!– <td>22.7</td>–>-->
<!--<!– </tr>–>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- </div>-->
<!-- <div class="features chat">-->
<!-- <section>-->
<!-- <h4>Generation: Chat & Instruction Models</h4>-->
<!-- <div class="row aln-middle">-->
<!-- <div class="col-8 col-12-medium">-->
<!-- <div class="col-3 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>Average</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2 Chat</td>-->
<!-- <td>57.8</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B-Instruct</td>-->
<!-- <td>48.4</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B-Chat</td>-->
<!-- <td>42.4</td>-->
<!-- </tr>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- <div class="col-9 col-12-medium">-->
<!-- <table class="alt">-->
<!-- <thead>-->
<!-- <tr>-->
<!-- <th>Models</th>-->
<!-- <th>HumanEval @1</th>-->
<!-- <th>HumanEval @10</th>-->
<!-- <th>MBPP @1</th>-->
<!-- <th>MBPP @10</th>-->
<!-- <th>Big-Bench-Hard</th>-->
<!-- <th>GSM8K</th>-->
<!-- </tr>-->
<!-- </thead>-->
<!-- <tbody>-->
<!-- <tr class="alt">-->
<!-- <td>K2 Chat</td>-->
<!-- <td>47.9</td>-->
<!-- <td>64.6</td>-->
<!-- <td>48.4</td>-->
<!-- <td>60</td>-->
<!-- <td>64.9</td>-->
<!-- <td>60.7</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 3-70B-Instruct</td>-->
<!-- <td>41.8</td>-->
<!-- <td>56.7</td>-->
<!-- <td>18.9</td>-->
<!-- <td>36.4</td>-->
<!-- <td>45.6</td>-->
<!-- <td>91.2</td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td>Llama 2-70B-Chat</td>-->
<!-- <td>30.7</td>-->
<!-- <td>41.5</td>-->
<!-- <td>31.4</td>-->
<!-- <td>39.2</td>-->
<!-- <td>63</td>-->
<!-- <td>48.4</td>-->
<!-- </tr>-->
<!-- </tbody>-->
<!-- </table>-->
<!-- </div>-->
<!-- </div>-->
<!-- <div class="col-4 col-12-medium">-->
<!-- <span class="image main">-->
<!-- <img src="images/generation_chat.png" />-->
<!-- </span>-->
<!-- </div>-->
<!-- </div>-->
<!-- </section>-->
<!-- </div>-->
<!-- </div>-->
<div id="math">
<br>
<h3>Math</h3>
<div class="row gtr-150">
<div class="col-4 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>Average</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>67.5</td>
</tr>
<tr class="alt">
<td>K2</td>
<td>51.3</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>49.5</td>-->
<!-- </tr>-->
<tr>
<td>Llama 2-70B</td>
<td>46.1</td>
</tr>
<tr class="alt">
<td>K2-Stage 1</td>
<td>44.6</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>42.5</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>28.9</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
<div class="col-8 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>MathQA</th>
<th>GSM8K</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>54.5</td>
<td>80.4</td>
</tr>
<tr class="alt">
<td>K2</td>
<td><strong>44.2</strong></td>
<td><strong>58.3</strong></td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>42.3</td>-->
<!-- <td>56.6</td>-->
<!-- </tr>-->
<tr>
<td>Llama 2-70B</td>
<td>39.5</td>
<td>52.6</td>
</tr>
<tr class="alt">
<td>K2-Stage 1</td>
<td>39</td>
<td>50.2</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>38</td>
<td>47</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>35</td>-->
<!-- <td>22.7</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
</div>
<div class="features chat">
<section>
<h4>Math: Chat & Instruction Models</h4>
<div class="row aln-middle">
<div class="col-8 col-12-medium">
<div class="col-12">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>Average</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B-Instruct</td>
<td>79.3</td>
</tr>
<tr class="alt">
<td>K2 Chat</td>
<td>52.8</td>
</tr>
<tr>
<td>Llama 2-70B-Chat</td>
<td>43.2</td>
</tr>
</tbody>
</table>
</div>
<div class="col-12">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>MathQA</th>
<th>GSM8K</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B-Instruct</td>
<td>67.4</td>
<td>91.2</td>
</tr>
<tr class="alt">
<td>K2 Chat</td>
<td><strong>44.8</strong></td>
<td><strong>60.7</strong></td>
</tr>
<tr>
<td>Llama 2-70B-Chat</td>
<td>38</td>
<td>48.4</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="col-4 col-12-medium">
<span class="image main">
<img src="images/math_chat.png" />
</span>
</div>
</div>
</section>
</div>
</div>
<div id="medical">
<br>
<h3>Medical</h3>
<div class="row gtr-150">
<div class="col-4 col-12-medium">
<table class="alt">
<thead>
<tr>
<th>Models</th>
<th>Average</th>
</tr>
</thead>
<tbody>
<tr>
<td>Llama 3-70B</td>
<td>75.5</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-180B</td>-->
<!-- <td>62.9</td>-->
<!-- </tr>-->
<tr class="alt">
<td>K2-Stage 1</td>
<td>62.8</td>
</tr>
<tr>
<td>Llama 2-70B</td>
<td>60.8</td>
</tr>
<tr class="alt">
<td>K2-Stage 2</td>
<td>59.6</td>
</tr>
<tr>
<td>Llama-65B</td>
<td>56.5</td>
</tr>
<!-- <tr>-->
<!-- <td>Falcon-40B</td>-->
<!-- <td>52.9</td>-->
<!-- </tr>-->
</tbody>
</table>
</div>
<div class="col-8 col-12-medium">
<table class="alt">