Spaces:
Build error
Build error
add other url
Browse files- app/leaderboard/page.js +63 -0
app/leaderboard/page.js
ADDED
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import db, { getModels } from "@/utils/db"
|
2 |
+
import Link from "next/link"
|
3 |
+
|
4 |
+
export default async function Leaderboard() {
|
5 |
+
const [potentialPoints] = await db`SELECT SUM(points) as total FROM rubrics`
|
6 |
+
|
7 |
+
const models = await getModels()
|
8 |
+
return (
|
9 |
+
<>
|
10 |
+
<p>
|
11 |
+
Traditional LLMs benchmarks have drawbacks: they quickly become part of
|
12 |
+
training datasets and are hard to relate to in terms of real-world
|
13 |
+
use-cases.
|
14 |
+
</p>
|
15 |
+
<p>
|
16 |
+
I made this as an experiment to address these issues. Here, the dataset
|
17 |
+
is dynamic (changes every week) and composed of crowdsourced real-world
|
18 |
+
prompts.
|
19 |
+
</p>
|
20 |
+
<p>
|
21 |
+
We then use GPT-4 to grade each model's response against a set of
|
22 |
+
rubrics (more details on the about page). The prompt dataset is easily
|
23 |
+
explorable.
|
24 |
+
</p>
|
25 |
+
<p>
|
26 |
+
Everything is then stored in a Postgres database and this page shows the
|
27 |
+
raw results.
|
28 |
+
</p>
|
29 |
+
|
30 |
+
<br />
|
31 |
+
<table style={{ maxWidth: 600 }}>
|
32 |
+
<thead>
|
33 |
+
<tr>
|
34 |
+
<th width={70}>Rank</th>
|
35 |
+
<th width={250}>Model</th>
|
36 |
+
<th>Score</th>
|
37 |
+
<th>Results</th>
|
38 |
+
</tr>
|
39 |
+
</thead>
|
40 |
+
<tbody>
|
41 |
+
{models
|
42 |
+
.filter((s) => s.total_score)
|
43 |
+
.map((model, i) => (
|
44 |
+
<tr key={i}>
|
45 |
+
<td>{model.rank}</td>
|
46 |
+
<td>{model.name}</td>
|
47 |
+
<td>
|
48 |
+
{parseInt((model.total_score / potentialPoints.total) * 100)}
|
49 |
+
</td>
|
50 |
+
<td>
|
51 |
+
<Link
|
52 |
+
href={`/${model.api_id.split("/").pop().toLowerCase()}`}
|
53 |
+
>
|
54 |
+
view
|
55 |
+
</Link>
|
56 |
+
</td>
|
57 |
+
</tr>
|
58 |
+
))}
|
59 |
+
</tbody>
|
60 |
+
</table>
|
61 |
+
</>
|
62 |
+
)
|
63 |
+
}
|