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1. reasoning-machines/pal reasoning-machines/pal Public

   PaL: Program-Aided Language Models (ICML 2023)

   Python 526 66

2. self-refine self-refine Public

   LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.

   Python 818 71

3. memprompt memprompt Public

   A method to fix GPT-3 after deployment with user feedback, without re-training.

   Python 331 15

4. minimal-text-diffusion minimal-text-diffusion Public

   A minimal implementation of diffusion models for text generation

   Python 418 36

5. reasoning-machines/CoCoGen reasoning-machines/CoCoGen Public

   Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)

   Python 85 11

6. automix-llm/automix automix-llm/automix Public

   Mixing Language Models with Self-Verification and Meta-Verification

   Jupyter Notebook 117 10