API Reference
============

Base Sampler
-----------

.. automodule:: llm_samplers.base
   :members:
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Beam Search Sampler
-----------------

.. automodule:: llm_samplers.beam
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Temperature Sampler
------------------

.. automodule:: llm_samplers.temperature
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Top-K Sampler
------------

.. automodule:: llm_samplers.top_k
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Top-P (Nucleus) Sampler
---------------------

.. automodule:: llm_samplers.top_p
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Min-P Sampler
-----------

.. automodule:: llm_samplers.min_p
   :members:
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Anti-Slop Sampler
---------------

.. automodule:: llm_samplers.anti_slop
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XTC (Exclude Top Choices) Sampler
-------------------------------

.. automodule:: llm_samplers.xtc
   :members:
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QAlign Sampler
------------

.. automodule:: llm_samplers.qalign
   :members:
   :undoc-members:
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