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Add semantic similarity score to TestEvalLLMs #37

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Jan 21, 2025
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Evals

Name Input Expected Output Type Score Duration
TestEvalLLMs/gpt-4o-mini Hi! Hello! How can I assist you today? Hello! How can I assist you today? LexicalSimilarity 1.00 ➡️ 462.234611ms
TestEvalLLMs/gpt-4o-mini Hi! Hello! How can I assist you today? Hello! How can I assist you today? SemanticSimilarity 1.00 🆕 967.003217ms
TestEvalLLMs/gemini-1.5-flash Hi! Hi there! How can I help you today? Hi there! How can I help you today? LexicalSimilarity 1.00 ➡️ 420.455661ms
TestEvalLLMs/gemini-1.5-flash Hi! Hi there! How can I help you today? Hi there! How can I help you today? SemanticSimilarity 1.00 🆕 778.171465ms
TestEvalLLMs/claude-3.5-haiku Hi! Hello! How are you doing today? Is there anything … Hello! How are you doing today? Is there anything … LexicalSimilarity 1.00 ➡️ 577.305544ms
TestEvalLLMs/claude-3.5-haiku Hi! Hello! How are you doing today? Is there anything … Hello! How are you doing today? Is there anything … SemanticSimilarity 1.00 🆕 936.860041ms
TestEvalPrompt/answers_with_a_pong ping pong plong LexicalSimilarity 0.80 ➡️ 1.402µs
Total 0.97 4.142031941s

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Evals

Name Input Expected Output Type Score Duration
TestEvalLLMs/gpt-4o-mini Hi! Hello! How can I assist you today? Hello! How can I assist you today? LexicalSimilarity 1.00 ➡️ 535.851744ms
TestEvalLLMs/gpt-4o-mini Hi! Hello! How can I assist you today? Hello! How can I assist you today? SemanticSimilarity 1.00 🆕 1.16922224s
TestEvalLLMs/gemini-1.5-flash Hi! Hi there! How can I help you today? Hi there! How can I help you today? LexicalSimilarity 1.00 ➡️ 361.698281ms
TestEvalLLMs/gemini-1.5-flash Hi! Hi there! How can I help you today? Hi there! How can I help you today? SemanticSimilarity 1.00 🆕 1.66232499s
TestEvalLLMs/claude-3.5-haiku Hi! Hello! How are you doing today? Is there anything … Hello! How are you doing today? Is there anything … LexicalSimilarity 1.00 ➡️ 567.407103ms
TestEvalLLMs/claude-3.5-haiku Hi! Hello! How are you doing today? Is there anything … Hello! How are you doing today? Is there anything … SemanticSimilarity 1.00 🆕 895.050092ms
TestEvalPrompt/answers_with_a_pong ping pong plong LexicalSimilarity 0.80 ➡️ 1.613µs
Total 0.97 5.191556063s

Download evals.db

@markuswustenberg markuswustenberg merged commit 112246e into main Jan 21, 2025
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@markuswustenberg markuswustenberg deleted the semantic-eval branch January 21, 2025 10:09
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