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[MIEB] add missing siglip models #1533

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Merged
isaac-chung merged 2 commits into from
Nov 30, 2024
+27 −2
Merged

[MIEB] add missing siglip models #1533

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2477040
add udpates
SaitejaUtpala Nov 30, 2024
b488a2b
lint errors
SaitejaUtpala Nov 30, 2024
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2 changes: 1 addition & 1 deletion mteb/abstasks/Image/AbsTaskImageMultilabelClassification.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,10 +7,10 @@

import numpy as np
from sklearn.base import ClassifierMixin, clone
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import f1_score, label_ranking_average_precision_score
from sklearn.model_selection import train_test_split
from sklearn.multioutput import MultiOutputClassifier
from sklearn.linear_model import LogisticRegression
from sklearn.preprocessing import MultiLabelBinarizer

from mteb.abstasks.TaskMetadata import HFSubset
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24 changes: 24 additions & 0 deletions mteb/models/siglip_models.py
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Expand Up @@ -140,6 +140,18 @@ def get_fused_embeddings(
return image_embeddings


siglip_so400m_patch14_224 = ModelMeta(
loader=partial(
SiglipModelWrapper,
model_name="google/siglip-so400m-patch14-224",
),
name="google/siglip-so400m-patch14-224",
languages=["eng_Latn"],
open_source=True,
revision="d04cf29fca7b6374f74d8bea1969314492266b5e",
release_date="2024-01-08",
)

siglip_so400m_patch14_384 = ModelMeta(
loader=partial(
SiglipModelWrapper,
Expand All @@ -152,6 +164,18 @@ def get_fused_embeddings(
release_date="2024-01-08",
)

siglip_so400m_patch16_256_i18n = ModelMeta(
loader=partial(
SiglipModelWrapper,
model_name="google/siglip-so400m-patch16-256-i18n",
),
name="google/siglip-so400m-patch16-256-i18n",
languages=["eng_Latn"],
open_source=True,
revision="365d321c0cfdea96bc28e3a29787a11a062681a1",
release_date="2024-01-08",
)

siglip_base_patch16_256_multilingual = ModelMeta(
loader=partial(
SiglipModelWrapper,
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3 changes: 2 additions & 1 deletion scripts/run_mieb.py
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Expand Up @@ -25,7 +25,8 @@
"laion/CLIP-ViT-L-14-DataComp.XL-s13B-b90K",
"nyu-visionx/moco-v3-vit-b",
"nyu-visionx/moco-v3-vit-l",
"google/siglip-so400m-patch14-384",
"google/siglip-so400m-patch14-224" "google/siglip-so400m-patch14-384",
"google/siglip-so400m-patch16-256-i18n"
"google/siglip-base-patch16-256-multilingual",
"google/siglip-base-patch16-256",
"google/siglip-base-patch16-512",
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