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model: New qzmodel #3211

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Merged
KennethEnevoldsen merged 6 commits into from
Sep 30, 2025
Merged

model: New qzmodel #3211

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764ad30
Update qzhou_models.py
PennyYu123 Sep 23, 2025
d979086
Update qzhou_models.py
PennyYu123 Sep 23, 2025
f5cc976
reformat script code
PennyYu123 Sep 23, 2025
81a20e3
Update configuration
PennyYu123 Sep 23, 2025
4cdf3a7
According to our new decision, the model name has been changed to "QZ…
PennyYu123 Sep 28, 2025
58ea866
Fix variable naming issues.
PennyYu123 Sep 28, 2025
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31 changes: 31 additions & 0 deletions mteb/models/qzhou_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,8 @@ def instruction_template(
"TweetSentimentExtractionClassification": ["train"],
}

qzhou_zh_training_data = {"LCQMC": ["train"], "PAWSX": ["train"]}

QZhou_Embedding = ModelMeta(
loader=partial(
InstructSentenceTransformerWrapper,
Expand Down Expand Up @@ -78,3 +80,32 @@ def instruction_template(
# "infgrad/retrieval_data_llm": ["train"],
},
)

QZhou_Embedding_Zh = ModelMeta(
loader=partial(
InstructSentenceTransformerWrapper,
model_name="Kingsoft-LLM/QZhou-Embedding-Zh",
revision="0321ccb126413d1e49c5ce908e802b63d35f18e2",
instruction_template=instruction_template,
apply_instruction_to_passages=False,
),
name="Kingsoft-LLM/QZhou-Embedding-Zh",
languages=["zho-Hans"],
open_weights=True,
revision="0321ccb126413d1e49c5ce908e802b63d35f18e2",
release_date="2025-09-28",
n_parameters=7_575_747_328,
memory_usage_mb=29431,
embed_dim=1792,
license="apache-2.0",
max_tokens=8192,
reference="http://huggingface.co/Kingsoft-LLM/QZhou-Embedding-Zh",
similarity_fn_name="cosine",
framework=["Sentence Transformers", "PyTorch"],
use_instructions=True,
public_training_code=None,
public_training_data=None,
training_datasets={
**qzhou_zh_training_data,
},
)
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