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Implement GPT3/GPT-4 about openadapt HOT 5 CLOSED

openadaptai avatar openadaptai commented on July 22, 2024
Implement GPT3/GPT-4

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Comments (5)

dianzrong avatar dianzrong commented on July 22, 2024

General OpenAI implementation requirements:

  • implement retrying requests with exponential backlog (more info)
    • can use Backoff or Tenacity libraries
  • batching
  • Guidance on how to finetune

Free rate limits:

  • 20 requests/min
  • 150, 000 tokens/min

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dianzrong avatar dianzrong commented on July 22, 2024

Implementation:

  • Use the OpenAI or Azure OpenAI model to generate completions and prompts
  • Can transcribe the videos for ease of finding videos and to increase accessibility

Benefits:

  • will learn quickly

Limitations:

  • rate limited as outlined above
  • need to apply for access to Azure OpenAI

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abrichr avatar abrichr commented on July 22, 2024

@dianzrong any progress on this? No worries if not, I implemented it here: #151

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dianzrong avatar dianzrong commented on July 22, 2024

@abrichr No, I hadn't started coding it yet

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abrichr avatar abrichr commented on July 22, 2024

Implemented in #151

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