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fix: nomic tensor return #1683

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Merged
Samoed merged 2 commits into from
Jan 2, 2025
Merged

fix: nomic tensor return #1683

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d4d0f50
fix nomic tensor return
Samoed Jan 2, 2025
bebaee2
add typehint
Samoed Jan 2, 2025
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5 changes: 3 additions & 2 deletions mteb/models/nomic_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -60,8 +60,9 @@ def encode( # type: ignore
emb = torch.tensor(emb)
emb = F.layer_norm(emb, normalized_shape=(emb.shape[1],))
emb = F.normalize(emb, p=2, dim=1)
if kwargs.get("convert_to_tensor", False):
emb = emb.cpu().detach().numpy()

if isinstance(emb, torch.Tensor):
emb = emb.cpu().detach().float().numpy()

return emb

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