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Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

llms prompt optimization llm-optimizer prompt-tuning prompt-learning llm-optimization prompt-optimization evolution-strategies large-language-models

Created 2023-10-26

21 commits to main branch, last one about a year ago

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unknown

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Superpipe - optimized LLM pipelines for structured data

llm data-labeling classification llm-evaluation data-extraction structured-data llm-optimization

Created 2024-02-07

99 commits to main branch, last one 10 months ago

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mit

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Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.

llm llm-inference fast-inference llm-optimization speculative-decoding

Created 2024-04-22

26 commits to main branch, last one 4 months ago

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unknown

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Nadir is a Python package designed to dynamically choose the best llm for your prompt by balancing complexity and cost and response time.

llm llm-cost llm-optimizer llm-optimization

Created 2025-01-23

53 commits to main branch, last one 2 months ago