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1. optimal_llm_sampling.py optimal_llm_sampling.py

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   '''

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   The following setup ensures the model solves our task both with maximum

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   accuracy and guarantees compliance with whatever output schema we want.

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   is_valid() returns True if the solution complies with the provided schema in

2. ising-solvers ising-solvers Public

   Pretty fast solvers for Ising spin glasses

   Python 2

3. spin_glass_solver spin_glass_solver Public

   C 2 1

4. ntropy-network/prompt-concierge ntropy-network/prompt-concierge Public

   Prompt Concierge is an autonomous agent that interviews a user about a task, builds a knowledge bank, crafts an optimal LLM prompt, and keeps that prompt up-to-date as new production data arrives.

   Python 11 1

5. agent-sat agent-sat Public

   Agent learns to become the worlds top expert on SAT

   Python 180 7

6. agent-factoring agent-factoring Public

   Can an AI break the L[1/3] barrier in integer factoring?

   C 4