Feature Extraction
sentence-transformers
Safetensors
Transformers
qwen3_pseudo_moe
sentence-similarity
custom_code
Instructions to use geevec-ai/geevec-embeddings-1.0-lite with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use geevec-ai/geevec-embeddings-1.0-lite with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("geevec-ai/geevec-embeddings-1.0-lite", trust_remote_code=True) sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Transformers
How to use geevec-ai/geevec-embeddings-1.0-lite with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="geevec-ai/geevec-embeddings-1.0-lite", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("geevec-ai/geevec-embeddings-1.0-lite", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update pseudo_moe_st_module.py
#3
by ctranslate2-4you - opened
- pseudo_moe_st_module.py +4 -3
pseudo_moe_st_module.py
CHANGED
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@@ -84,9 +84,10 @@ class PseudoMoETransformer(nn.Module):
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)
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domain = self.default_domain
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else:
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-
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raise ValueError(
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f"Invalid domain: {domain}. Must be one of {self.config.domain_names}."
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)
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self.set_domain(domain)
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@@ -130,4 +131,4 @@ class PseudoMoETransformer(nn.Module):
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@property
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def domain(self) -> str:
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-
return self.auto_model.domain
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)
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domain = self.default_domain
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else:
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# "general" (the base model without LoRA) is always valid but is not listed in config.domain_names.
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if domain != "general" and domain not in self.config.domain_names:
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raise ValueError(
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f"Invalid domain: {domain}. Must be one of {['general'] + list(self.config.domain_names)}."
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)
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self.set_domain(domain)
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@property
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def domain(self) -> str:
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+
return self.auto_model.domain
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