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[CI] Reorganization pooling_mteb_test (#31265)

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Signed-off-by: wang.yuqi <noooop@126.com>
This commit is contained in:
wang.yuqi
2025-12-24 23:36:20 +08:00
committed by GitHub
parent 7cd288a4b3
commit 1ff67df182
18 changed files with 480 additions and 347 deletions
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68
tests/models/language/pooling_mteb_test/test_baai.py
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@@ -4,90 +4,94 @@ import pytest
from tests.models.language.pooling.embed_utils import correctness_test_embed_models
from tests.models.utils import (
CLSPoolingEmbedModelInfo,
CLSPoolingRerankModelInfo,
EmbedModelInfo,
LASTPoolingEmbedModelInfo,
RerankModelInfo,
)
from .mteb_utils import mteb_test_embed_models, mteb_test_rerank_models
from .mteb_embed_utils import mteb_test_embed_models
from .mteb_score_utils import mteb_test_rerank_models
MODELS = [
########## BertModel
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-base-en",
architecture="BertModel",
mteb_score=0.779336792,
pooling_type="CLS",
attn_type="encoder_only",
is_prefix_caching_supported=False,
is_chunked_prefill_supported=False,
enable_test=True,
),
CLSPoolingEmbedModelInfo(
"BAAI/bge-base-zh", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
"BAAI/bge-small-en", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
"BAAI/bge-small-zh", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
"BAAI/bge-large-en", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
"BAAI/bge-large-zh", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo("BAAI/bge-base-zh", architecture="BertModel", enable_test=False),
EmbedModelInfo("BAAI/bge-small-en", architecture="BertModel", enable_test=False),
EmbedModelInfo("BAAI/bge-small-zh", architecture="BertModel", enable_test=False),
EmbedModelInfo("BAAI/bge-large-en", architecture="BertModel", enable_test=False),
EmbedModelInfo("BAAI/bge-large-zh", architecture="BertModel", enable_test=False),
EmbedModelInfo(
"BAAI/bge-large-zh-noinstruct", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-base-en-v1.5", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-base-zh-v1.5", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-small-en-v1.5", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-small-zh-v1.5", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-large-en-v1.5", architecture="BertModel", enable_test=False
),
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-large-zh-v1.5", architecture="BertModel", enable_test=False
),
########## XLMRobertaModel
CLSPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-m3",
architecture="XLMRobertaModel",
mteb_score=0.787343078,
pooling_type="CLS",
attn_type="encoder_only",
is_prefix_caching_supported=False,
is_chunked_prefill_supported=False,
enable_test=True,
),
########## Qwen2Model
LASTPoolingEmbedModelInfo(
EmbedModelInfo(
"BAAI/bge-code-v1",
architecture="Qwen2Model",
mteb_score=0.75724465,
dtype="float32",
pooling_type="LAST",
attn_type="decoder",
is_prefix_caching_supported=True,
is_chunked_prefill_supported=True,
enable_test=True,
),
]
RERANK_MODELS = [
########## XLMRobertaForSequenceClassification
CLSPoolingRerankModelInfo(
RerankModelInfo(
"BAAI/bge-reranker-base",
architecture="XLMRobertaForSequenceClassification",
mteb_score=0.32398,
pooling_type="CLS",
attn_type="encoder_only",
is_prefix_caching_supported=False,
is_chunked_prefill_supported=False,
enable_test=True,
),
CLSPoolingRerankModelInfo(
RerankModelInfo(
"BAAI/bge-reranker-large",
architecture="XLMRobertaForSequenceClassification",
enable_test=False,
),
CLSPoolingRerankModelInfo(
RerankModelInfo(
"BAAI/bge-reranker-v2-m3",
architecture="XLMRobertaForSequenceClassification",
enable_test=False,