id
int32 1
10.3k
| text_embedding
sequence | image_embedding
sequence | umap_2d_x
float32 -20.19
19.6
| umap_2d_y
float32 -12.79
26
|
|---|---|---|---|---|
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] | 8.084926 | 2.887542 |
7 | [0.01663394272327423,0.09880810976028442,-0.09992559999227524,-0.07294182479381561,0.078210122883319(...TRUNCATED) | [-0.022312331944704056,-0.03287649527192116,-0.0159915741533041,-0.0496164970099926,-0.0132818277925(...TRUNCATED) | 8.496518 | -1.369642 |
8 | [0.013248858973383904,0.09526955336332321,-0.1237918809056282,-0.06818632781505585,0.089622415602207(...TRUNCATED) | [-0.03284813463687897,-0.027501840144395828,-0.014771652407944202,-0.04218633100390434,-0.0197450555(...TRUNCATED) | 8.545765 | -1.389121 |
9 | [0.02717558667063713,0.0597519651055336,-0.12512286007404327,-0.05024413391947746,0.0871909409761428(...TRUNCATED) | [-0.03116759844124317,-0.030634943395853043,-0.018858471885323524,-0.045414380729198456,-0.023442069(...TRUNCATED) | 8.262077 | -1.173567 |
10 | [0.020452328026294708,0.05744922161102295,-0.13771042227745056,-0.04667926952242851,0.06847456842660(...TRUNCATED) | [-0.036589011549949646,-0.02914630062878132,-0.011879438534379005,-0.06678779423236847,-0.0175826437(...TRUNCATED) | 10.712144 | -0.604329 |
End of preview. Expand
in Dataset Viewer.
A dataset consisting of Pokémon embeddings: text embeddings encoded from large amount of Pokémon metadata using nomic-ai/nomic-embed-text-v1.5, and image embeddings encoded from the official Pokémon artwork using nomic-ai/nomic-embed-vision-v1.5.
No other metadata besides the Pokémon ID is present to avoid invoking the Nintendo Ninjas. To see how to retrieve additional metadata, see the "Get More Metadata" section.
Fields
id: Pokémon National Dex ID, which maps to PokeAPI. "Special" Pokemon will have an id > 10000.text_embedding: 768D unit-normalized embedding of Pokémon metadata.image_embedding: 768D unit-normalized embedding of Pokémon images.umap_2d_x: x-coordinate value of a UMAP projection to 2D by concatenating the embeddings.umap_2d_y: y-coordinate value of a UMAP projection to 2D by concatenating the embeddings.
Get More Metadata
You can retrieve more metadata using PokeAPI. An example to get the id and name of all Pokémon:
import requests
graphql_query = """
{
pokemon_v2_pokemon(order_by: {id: asc}) {
id
name
}
}
"""
r = requests.post(
"https://beta.pokeapi.co/graphql/v1beta",
json={
"query": graphql_query,
},
)
pokemon = r.json()["data"]["pokemon_v2_pokemon"]
pokemon[0:10]
# [{'id': 1, 'name': 'bulbasaur'},
# {'id': 2, 'name': 'ivysaur'},
# {'id': 3, 'name': 'venusaur'},
# ...
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