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fix: update max tokens for OpenAI #1772

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Merged
KennethEnevoldsen merged 1 commit into from
Jan 12, 2025
Merged

fix: update max tokens for OpenAI #1772

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8 changes: 4 additions & 4 deletions mteb/models/openai_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ def __init__(
**kwargs,
) -> None:
"""Wrapper for OpenAIs embedding API.
To handle documents larger than 8192 tokens, we truncate the document to the specified sequence length.
To handle documents larger than 8191 tokens, we truncate the document to the specified sequence length.
"""
requires_package(self, "openai", "Openai text embedding")
from openai import OpenAI
Expand Down Expand Up @@ -124,7 +124,7 @@ def _to_numpy(self, embedding_response) -> np.ndarray:
OpenAIWrapper,
model_name="text-embedding-3-small",
tokenizer_name="cl100k_base",
max_tokens=8192,
max_tokens=8191,
),
max_tokens=8191,
embed_dim=1536,
Expand All @@ -149,7 +149,7 @@ def _to_numpy(self, embedding_response) -> np.ndarray:
OpenAIWrapper,
model_name="text-embedding-3-large",
tokenizer_name="cl100k_base",
max_tokens=8192,
max_tokens=8191,
),
max_tokens=8191,
embed_dim=3072,
Expand All @@ -172,7 +172,7 @@ def _to_numpy(self, embedding_response) -> np.ndarray:
OpenAIWrapper,
model_name="text-embedding-ada-002",
tokenizer_name="cl100k_base",
max_tokens=8192,
max_tokens=8191,
),
reference="https://openai.com/index/new-and-improved-embedding-model/",
max_tokens=8191,
Expand Down
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