File size: 2,735 Bytes
294641d 09ffac2 fbb71f0 46c9a61 6267ccb fbb71f0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 |
---
license: mit
datasets:
- neulab/SP3F-Training-Data
base_model:
- Qwen/Qwen2.5-7B
pipeline_tag: text-generation
language:
- ar
- bn
- de
- en
- es
- fr
- hi
- id
- it
- ja
- ko
- pt
- ru
- sw
- te
- th
- yo
- zh
---
# SP3F-7B
SP3F-7B is a multilingual model trained with Self-Play with Privileged Pairwise Feedback, we use Qwen2.5-7B as our base.
<table>
<thead>
<tr>
<th rowspan="2">Model</th>
<th colspan="2">Overall</th>
<th colspan="2">MGSM</th>
<th colspan="2">MT Math100</th>
<th colspan="2">Belebele</th>
<th colspan="2">Global MMLU Lite</th>
</tr>
<tr>
<th>Acc</th>
<th>Lang</th>
<th>Acc</th>
<th>Lang</th>
<th>Acc</th>
<th>Lang</th>
<th>Acc</th>
<th>Lang</th>
<th>Acc</th>
<th>Lang</th>
</tr>
</thead>
<tbody>
<tr>
<td>Qwen2.5-7B</td>
<td>14.79</td>
<td>78.78</td>
<td>22.15</td>
<td>90.67</td>
<td>21.16</td>
<td>58.22</td>
<td>7.52</td>
<td>80.39</td>
<td>8.34</td>
<td>85.85</td>
</tr>
<tr>
<td> + SFT</td>
<td>21.70</td>
<td>82.11</td>
<td>33.66</td>
<td>91.37</td>
<td>26.72</td>
<td>58.26</td>
<td>12.94</td>
<td>89.18</td>
<td>13.48</td>
<td>89.62</td>
</tr>
<tr>
<td> + RLVR</td>
<td><u>57.79</u></td>
<td><b>96.09</b></td>
<td>65.34</td>
<td><b>99.75</b></td>
<td>44.50</td>
<td><b>86.10</b></td>
<td><b>68.18</b></td>
<td><u>98.73</u></td>
<td><u>53.15</u></td>
<td><b>99.78</b></td>
</tr>
<tr>
<td><b>SP3F-7B</b></td>
<td><b>61.91</b></td>
<td><u>95.35</u></td>
<td><b>72.50</b></td>
<td><u>99.38</u></td>
<td><u>56.84</u></td>
<td><u>82.93</u></td>
<td><u>67.54</u></td>
<td><b>99.65</b></td>
<td>50.76</td>
<td><u>99.45</u></td>
</tr>
<tr>
<td>Qwen2.5-7B-Instruct</td>
<td>55.87</td>
<td>89.21</td>
<td><u>66.36</u></td>
<td>98.38</td>
<td>52.12</td>
<td>65.66</td>
<td>56.79</td>
<td>96.59</td>
<td>48.20</td>
<td>96.21</td>
</tr>
<tr>
<td> + Translate Test</td>
<td>57.01</td>
<td>85.98</td>
<td>66.15</td>
<td>95.81</td>
<td><b>60.08</b></td>
<td>59.34</td>
<td>48.09</td>
<td>92.27</td>
<td><b>53.73</b></td>
<td>96.49</td>
</tr>
</tbody>
</table>
### Citation
If you find this work helpful please use the following to cite our work.
```
``` |