Скачать или смотреть Testing Newest OpenAI models: Embeddings large, small and gpt-4-0125

In this video, we will be taking the new models text-embeddings-small, alrge and gpt-4 turbo preview(0125) for a test drive and perform some tests. we will also learn about how to get several hundred embedding calls simultaneously using asyncio and make simultenous calls to gpt using threadpool executor.
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CHAPTERS:
00:00 INTRO
01:08 gpt call class
01:36 initializing the gpt class
02:02 first test gpt 1106 vs 0125
02:56 json mode testing 1106 vs 0125 with 10 calls simultaneously
04:34 regular mode testing 1106 vs 0125 with 10 calls simultaneously
06:36 testing the mdoels with multiple questions
07:53 embedding a book with embeddings large, small and ada-002
09:56 cosine similarity
14:20 cosine similarity with chat

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