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Validator diversity error #91

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Merged
Eugene-hu merged 4 commits into from
Jul 10, 2023
Merged

Validator diversity error #91

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b966020
diversity changes
Eugene-hu Jul 10, 2023
eb52324
no rewards
Eugene-hu Jul 10, 2023
ede34f5
remove trace
Eugene-hu Jul 10, 2023
df1848b
adds 0 to diversity
Eugene-hu Jul 10, 2023
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5 changes: 5 additions & 0 deletions openvalidators/reward/diversity.py
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Original file line number Diff line number Diff line change
Expand Up @@ -67,6 +67,7 @@ def get_embeddings( self, sentences: List[str] ) -> "torch.FloatTensor":
Embedding for the message.
"""
# Tokenizing sentences

encoded_input = self.tokenizer(
sentences,
padding=True,
Expand All @@ -87,6 +88,10 @@ def get_embeddings( self, sentences: List[str] ) -> "torch.FloatTensor":

def get_rewards( self, prompt: str, completions: List[str], name: str ) -> torch.FloatTensor:

# Check if completions are empty, return 0 if so
if len(completions) == 0:
return torch.tensor([])

# Get embeddings for all completions.
embeddings = self.get_embeddings( completions )

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