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17 changes: 12 additions & 5 deletions mteb/models/opensearch_neural_sparse_models.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,7 @@
from __future__ import annotations

from typing import Sequence

import sentence_transformers
import torch

Expand Down Expand Up @@ -121,7 +123,7 @@ def encode(
name="opensearch-project/opensearch-neural-sparse-encoding-doc-v3-gte",
languages=["eng-Latn"],
open_weights=True,
revision="main",
revision="a8abaa916125ee512a7a8f4d706d07eb0128a8e6",
release_date="2025-06-18",
n_parameters=137_394_234,
memory_usage_mb=549,
Expand All @@ -139,6 +141,7 @@ def encode(
SparseEncoderWrapper,
model_name="opensearch-project/opensearch-neural-sparse-encoding-doc-v3-gte",
trust_remote_code=True,
revision="a8abaa916125ee512a7a8f4d706d07eb0128a8e6",
),
)

Expand All @@ -147,7 +150,7 @@ def encode(
name="opensearch-project/opensearch-neural-sparse-encoding-doc-v3-distill",
languages=["eng-Latn"],
open_weights=True,
revision="main",
revision="babf71f3c48695e2e53a978208e8aba48335e3c0",
release_date="2025-03-28",
n_parameters=66_985_530,
memory_usage_mb=267,
Expand All @@ -164,14 +167,15 @@ def encode(
loader=partial(
SparseEncoderWrapper,
model_name="opensearch-project/opensearch-neural-sparse-encoding-doc-v3-distill",
revision="babf71f3c48695e2e53a978208e8aba48335e3c0",
),
)

opensearch_neural_sparse_encoding_doc_v2_distill = ModelMeta(
name="opensearch-project/opensearch-neural-sparse-encoding-doc-v2-distill",
languages=["eng-Latn"],
open_weights=True,
revision="main",
revision="8921a26c78b8559d6604eb1f5c0b74c079bee38f",
release_date="2024-07-17",
n_parameters=66_985_530,
memory_usage_mb=267,
Expand All @@ -188,6 +192,7 @@ def encode(
loader=partial(
SparseEncoderWrapper,
model_name="opensearch-project/opensearch-neural-sparse-encoding-doc-v2-distill",
revision="8921a26c78b8559d6604eb1f5c0b74c079bee38f",
),
)

Expand All @@ -196,7 +201,7 @@ def encode(
name="opensearch-project/opensearch-neural-sparse-encoding-doc-v2-mini",
languages=["eng-Latn"],
open_weights=True,
revision="main",
revision="4af867a426867dfdd744097531046f4289a32fdd",
release_date="2024-07-18",
n_parameters=22_744_506,
memory_usage_mb=86,
Expand All @@ -213,14 +218,15 @@ def encode(
loader=partial(
SparseEncoderWrapper,
model_name="opensearch-project/opensearch-neural-sparse-encoding-doc-v2-mini",
revision="4af867a426867dfdd744097531046f4289a32fdd",
),
)

opensearch_neural_sparse_encoding_doc_v1 = ModelMeta(
name="opensearch-project/opensearch-neural-sparse-encoding-doc-v1",
languages=["eng-Latn"],
open_weights=True,
revision="main",
revision="98cdcbd72867c547f72f2b7b7bed9cdf9f09922d",
release_date="2024-03-07",
n_parameters=132_955_194,
memory_usage_mb=507,
Expand All @@ -239,5 +245,6 @@ def encode(
loader=partial(
SparseEncoderWrapper,
model_name="opensearch-project/opensearch-neural-sparse-encoding-doc-v1",
revision="98cdcbd72867c547f72f2b7b7bed9cdf9f09922d",
),
)
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