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Adding cache #625

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Merged
Hollyqui merged 2 commits into from
Feb 25, 2025
Merged

Adding cache #625

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569db32
Adding cache
Hollyqui Feb 25, 2025
610a614
Add Functools Import
bkb2135 Feb 25, 2025
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2 changes: 2 additions & 0 deletions prompting/rewards/web_retrieval.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
import json
import os
from collections import defaultdict
from functools import lru_cache
from urllib.parse import urlparse

import numpy as np
Expand Down Expand Up @@ -83,6 +84,7 @@ class WebsiteResult(BaseModel):


class WebRetrievalRewardModel(RelevanceRewardModel):
@lru_cache(maxsize=1000)
def _cosine_similarity(self, content1: str, content2: str) -> float:
"""Calculate the cosine similarity between sentence embeddings of the reference and completions."""
reference_emb_flatten = self.embedding_model.encode(content1, to_numpy=True).flatten()
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