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    Constructors
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  <a href="#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single" class="md-nav__link">
    llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)
  </a>
  
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  <a href="#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
    llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single&)">
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  <a href="#parameters_1" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_token_to_strsafellamacontexthandle-int32" class="md-nav__link">
    llama_token_to_str(SafeLLamaContextHandle, Int32)
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  <a href="#llama_token_bossafellamacontexthandle" class="md-nav__link">
    llama_token_bos(SafeLLamaContextHandle)
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    Parameters
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  <a href="#llama_token_eossafellamacontexthandle" class="md-nav__link">
    llama_token_eos(SafeLLamaContextHandle)
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    Parameters
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  <a href="#llama_token_nlsafellamacontexthandle" class="md-nav__link">
    llama_token_nl(SafeLLamaContextHandle)
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    Parameters
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  <a href="#llama_print_timingssafellamacontexthandle" class="md-nav__link">
    llama_print_timings(SafeLLamaContextHandle)
  </a>
  
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  <a href="#llama_reset_timingssafellamacontexthandle" class="md-nav__link">
    llama_reset_timings(SafeLLamaContextHandle)
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  <a href="#llama_print_system_info" class="md-nav__link">
    llama_print_system_info()
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  <a href="#llama_model_n_vocabsafellamamodelhandle" class="md-nav__link">
    llama_model_n_vocab(SafeLlamaModelHandle)
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  <a href="#llama_model_n_ctxsafellamamodelhandle" class="md-nav__link">
    llama_model_n_ctx(SafeLlamaModelHandle)
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  <a href="#llama_model_n_embdsafellamamodelhandle" class="md-nav__link">
    llama_model_n_embd(SafeLlamaModelHandle)
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  <a href="#llama_token_to_piece_with_modelsafellamamodelhandle-int32-byte-int32" class="md-nav__link">
    llama_token_to_piece_with_model(SafeLlamaModelHandle, Int32, Byte*, Int32)
  </a>
  
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  <a href="#llama_tokenize_with_modelsafellamamodelhandle-byte-int32-int32-boolean" class="md-nav__link">
    llama_tokenize_with_model(SafeLlamaModelHandle, Byte, Int32, Int32, Boolean)
  </a>
  
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  <a href="#llama_log_setllamalogcallback" class="md-nav__link">
    llama_log_set(LLamaLogCallback)
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  <a href="#llama_grammar_initllamagrammarelement-uint64-uint64" class="md-nav__link">
    llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**
  </a>
  
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  <a href="#llama_grammar_freeintptr" class="md-nav__link">
    llama_grammar_free(IntPtr)
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          <li class="md-nav__item">
  <a href="#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle" class="md-nav__link">
    llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)
  </a>
  
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  <a href="#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-int32" class="md-nav__link">
    llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, Int32)
  </a>
  
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  <a href="#llama_model_quantizestring-string-llamamodelquantizeparams" class="md-nav__link">
    llama_model_quantize(String, String, LLamaModelQuantizeParams*)
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single" class="md-nav__link">
    llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative, SafeLLamaContextHandle, Single)
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_sample_repetition_penaltysafellamacontexthandle-llamatokendataarraynative-int32-uint64-single" class="md-nav__link">
    llama_sample_repetition_penalty(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single)
  </a>
  
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  <a href="#llama_sample_frequency_and_presence_penaltiessafellamacontexthandle-llamatokendataarraynative-int32-uint64-single-single" class="md-nav__link">
    llama_sample_frequency_and_presence_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single, Single)
  </a>
  
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  <a href="#llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single_1" class="md-nav__link">
    llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaContextHandle, Single)
  </a>
  
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  <a href="#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64" class="md-nav__link">
    llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Int32, UInt64)">
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  <a href="#parameters_26" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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  <a href="#parameters_27" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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  <a href="#parameters_28" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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  <a href="#parameters_29" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_sample_temperaturesafellamacontexthandle-llamatokendataarraynative-single" class="md-nav__link">
    llama_sample_temperature(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)
  </a>
  
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    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_empty_call" class="md-nav__link">
    llama_empty_call()
  </a>
  
    <nav class="md-nav" aria-label="llama_empty_call()">
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  <a href="#returns_16" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_context_default_params" class="md-nav__link">
    llama_context_default_params()
  </a>
  
    <nav class="md-nav" aria-label="llama_context_default_params()">
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  <a href="#returns_17" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_model_quantize_default_params" class="md-nav__link">
    llama_model_quantize_default_params()
  </a>
  
    <nav class="md-nav" aria-label="llama_model_quantize_default_params()">
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          <li class="md-nav__item">
  <a href="#returns_18" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_mmap_supported" class="md-nav__link">
    llama_mmap_supported()
  </a>
  
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  <a href="#returns_19" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_mlock_supported" class="md-nav__link">
    llama_mlock_supported()
  </a>
  
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  <a href="#returns_20" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
    </nav>
  
</li>
        
          <li class="md-nav__item">
  <a href="#llama_eval_exportsafellamacontexthandle-string" class="md-nav__link">
    llama_eval_export(SafeLLamaContextHandle, String)
  </a>
  
    <nav class="md-nav" aria-label="llama_eval_export(SafeLLamaContextHandle, String)">
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    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_21" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_load_model_from_filestring-llamacontextparams" class="md-nav__link">
    llama_load_model_from_file(String, LLamaContextParams)
  </a>
  
    <nav class="md-nav" aria-label="llama_load_model_from_file(String, LLamaContextParams)">
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  <a href="#parameters_32" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_22" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_new_context_with_modelsafellamamodelhandle-llamacontextparams" class="md-nav__link">
    llama_new_context_with_model(SafeLlamaModelHandle, LLamaContextParams)
  </a>
  
    <nav class="md-nav" aria-label="llama_new_context_with_model(SafeLlamaModelHandle, LLamaContextParams)">
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          <li class="md-nav__item">
  <a href="#parameters_33" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_23" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_backend_initboolean" class="md-nav__link">
    llama_backend_init(Boolean)
  </a>
  
    <nav class="md-nav" aria-label="llama_backend_init(Boolean)">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#parameters_34" class="md-nav__link">
    Parameters
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_freeintptr" class="md-nav__link">
    llama_free(IntPtr)
  </a>
  
    <nav class="md-nav" aria-label="llama_free(IntPtr)">
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  <a href="#parameters_35" class="md-nav__link">
    Parameters
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_free_modelintptr" class="md-nav__link">
    llama_free_model(IntPtr)
  </a>
  
    <nav class="md-nav" aria-label="llama_free_model(IntPtr)">
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          <li class="md-nav__item">
  <a href="#parameters_36" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_model_apply_lora_from_filesafellamamodelhandle-string-string-int32" class="md-nav__link">
    llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, String, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, String, Int32)">
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  <a href="#parameters_37" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_24" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_get_kv_cache_token_countsafellamacontexthandle" class="md-nav__link">
    llama_get_kv_cache_token_count(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_get_kv_cache_token_count(SafeLLamaContextHandle)">
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    Parameters
  </a>
  
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  <a href="#returns_25" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_set_rng_seedsafellamacontexthandle-int32" class="md-nav__link">
    llama_set_rng_seed(SafeLLamaContextHandle, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_set_rng_seed(SafeLLamaContextHandle, Int32)">
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  <a href="#parameters_39" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_get_state_sizesafellamacontexthandle" class="md-nav__link">
    llama_get_state_size(SafeLLamaContextHandle)
  </a>
  
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  <a href="#parameters_40" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_26" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_copy_state_datasafellamacontexthandle-byte" class="md-nav__link">
    llama_copy_state_data(SafeLLamaContextHandle, Byte*)
  </a>
  
    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte*)">
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          <li class="md-nav__item">
  <a href="#parameters_41" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_27" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_copy_state_datasafellamacontexthandle-byte_1" class="md-nav__link">
    llama_copy_state_data(SafeLLamaContextHandle, Byte[])
  </a>
  
    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte[])">
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          <li class="md-nav__item">
  <a href="#parameters_42" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_28" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_set_state_datasafellamacontexthandle-byte" class="md-nav__link">
    llama_set_state_data(SafeLLamaContextHandle, Byte*)
  </a>
  
    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte*)">
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    Parameters
  </a>
  
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  <a href="#returns_29" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_set_state_datasafellamacontexthandle-byte_1" class="md-nav__link">
    llama_set_state_data(SafeLLamaContextHandle, Byte[])
  </a>
  
    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte[])">
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    Parameters
  </a>
  
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  <a href="#returns_30" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_load_session_filesafellamacontexthandle-string-int32-uint64-uint64" class="md-nav__link">
    llama_load_session_file(SafeLLamaContextHandle, String, Int32[], UInt64, UInt64*)
  </a>
  
    <nav class="md-nav" aria-label="llama_load_session_file(SafeLLamaContextHandle, String, Int32[], UInt64, UInt64*)">
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  <a href="#parameters_45" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_31" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_save_session_filesafellamacontexthandle-string-int32-uint64" class="md-nav__link">
    llama_save_session_file(SafeLLamaContextHandle, String, Int32[], UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_save_session_file(SafeLLamaContextHandle, String, Int32[], UInt64)">
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  <a href="#parameters_46" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_32" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_evalsafellamacontexthandle-int32-int32-int32-int32" class="md-nav__link">
    llama_eval(SafeLLamaContextHandle, Int32[], Int32, Int32, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_eval(SafeLLamaContextHandle, Int32[], Int32, Int32, Int32)">
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  <a href="#parameters_47" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_33" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_eval_with_pointersafellamacontexthandle-int32-int32-int32-int32" class="md-nav__link">
    llama_eval_with_pointer(SafeLLamaContextHandle, Int32*, Int32, Int32, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_eval_with_pointer(SafeLLamaContextHandle, Int32*, Int32, Int32, Int32)">
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  <a href="#parameters_48" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_34" class="md-nav__link">
    Returns
  </a>
  
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_tokenizesafellamacontexthandle-string-encoding-int32-int32-boolean" class="md-nav__link">
    llama_tokenize(SafeLLamaContextHandle, String, Encoding, Int32[], Int32, Boolean)
  </a>
  
    <nav class="md-nav" aria-label="llama_tokenize(SafeLLamaContextHandle, String, Encoding, Int32[], Int32, Boolean)">
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  <a href="#parameters_49" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_35" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_tokenize_nativesafellamacontexthandle-byte-int32-int32-boolean" class="md-nav__link">
    llama_tokenize_native(SafeLLamaContextHandle, Byte, Int32, Int32, Boolean)
  </a>
  
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    Parameters
  </a>
  
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  <a href="#returns_36" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_n_vocabsafellamacontexthandle" class="md-nav__link">
    llama_n_vocab(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_vocab(SafeLLamaContextHandle)">
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  <a href="#parameters_51" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_37" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_n_ctxsafellamacontexthandle" class="md-nav__link">
    llama_n_ctx(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_ctx(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_52" class="md-nav__link">
    Parameters
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#returns_38" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_n_embdsafellamacontexthandle" class="md-nav__link">
    llama_n_embd(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_embd(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_53" class="md-nav__link">
    Parameters
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#returns_39" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
    </nav>
  
</li>
        
          <li class="md-nav__item">
  <a href="#llama_get_logitssafellamacontexthandle" class="md-nav__link">
    llama_get_logits(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_get_logits(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_54" class="md-nav__link">
    Parameters
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#returns_40" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_get_embeddingssafellamacontexthandle" class="md-nav__link">
    llama_get_embeddings(SafeLLamaContextHandle)
  </a>
  
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  <a href="#parameters_55" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_41" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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    </ul>
  
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    <li class="md-nav__item">
      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
        llama.native.safellamacontexthandle
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      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
        llama.native.safellamagrammarhandle
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        llama.oldversion.chatcompletionmessage
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        llama.oldversion.chatsession-1
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        llama.oldversion.completion
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        llama.oldversion.completionchoice
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        llama.oldversion.completionlogprobs
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        llama.oldversion.llamamodel
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        llama.oldversion.llamaparams
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  
  
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      Table of contents
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        <li class="md-nav__item">
  <a href="#constructors" class="md-nav__link">
    Constructors
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  <a href="#nativeapi_1" class="md-nav__link">
    NativeApi()
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    Methods
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  <a href="#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single" class="md-nav__link">
    llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)
  </a>
  
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  <a href="#parameters" class="md-nav__link">
    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
    llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single&)">
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  <a href="#parameters_1" class="md-nav__link">
    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
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  <a href="#parameters_2" class="md-nav__link">
    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_token_to_strsafellamacontexthandle-int32" class="md-nav__link">
    llama_token_to_str(SafeLLamaContextHandle, Int32)
  </a>
  
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_token_bossafellamacontexthandle" class="md-nav__link">
    llama_token_bos(SafeLLamaContextHandle)
  </a>
  
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_token_eossafellamacontexthandle" class="md-nav__link">
    llama_token_eos(SafeLLamaContextHandle)
  </a>
  
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  <a href="#parameters_6" class="md-nav__link">
    Parameters
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  <a href="#returns_6" class="md-nav__link">
    Returns
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          <li class="md-nav__item">
  <a href="#llama_token_nlsafellamacontexthandle" class="md-nav__link">
    llama_token_nl(SafeLLamaContextHandle)
  </a>
  
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    Parameters
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  <a href="#returns_7" class="md-nav__link">
    Returns
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          <li class="md-nav__item">
  <a href="#llama_print_timingssafellamacontexthandle" class="md-nav__link">
    llama_print_timings(SafeLLamaContextHandle)
  </a>
  
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    Parameters
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  <a href="#llama_reset_timingssafellamacontexthandle" class="md-nav__link">
    llama_reset_timings(SafeLLamaContextHandle)
  </a>
  
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    Parameters
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  <a href="#llama_print_system_info" class="md-nav__link">
    llama_print_system_info()
  </a>
  
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_model_n_vocabsafellamamodelhandle" class="md-nav__link">
    llama_model_n_vocab(SafeLlamaModelHandle)
  </a>
  
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    Parameters
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    Returns
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  <a href="#llama_model_n_ctxsafellamamodelhandle" class="md-nav__link">
    llama_model_n_ctx(SafeLlamaModelHandle)
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    Parameters
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    Returns
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  <a href="#llama_model_n_embdsafellamamodelhandle" class="md-nav__link">
    llama_model_n_embd(SafeLlamaModelHandle)
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_token_to_piece_with_modelsafellamamodelhandle-int32-byte-int32" class="md-nav__link">
    llama_token_to_piece_with_model(SafeLlamaModelHandle, Int32, Byte*, Int32)
  </a>
  
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    Parameters
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  <a href="#returns_12" class="md-nav__link">
    Returns
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          <li class="md-nav__item">
  <a href="#llama_tokenize_with_modelsafellamamodelhandle-byte-int32-int32-boolean" class="md-nav__link">
    llama_tokenize_with_model(SafeLlamaModelHandle, Byte, Int32, Int32, Boolean)
  </a>
  
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    Parameters
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    Returns
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  <a href="#llama_log_setllamalogcallback" class="md-nav__link">
    llama_log_set(LLamaLogCallback)
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_grammar_initllamagrammarelement-uint64-uint64" class="md-nav__link">
    llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**
  </a>
  
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    Parameters
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    Returns
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          <li class="md-nav__item">
  <a href="#llama_grammar_freeintptr" class="md-nav__link">
    llama_grammar_free(IntPtr)
  </a>
  
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  <a href="#parameters_17" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle" class="md-nav__link">
    llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, SafeLLamaGrammarHandle)">
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  <a href="#parameters_18" class="md-nav__link">
    Parameters
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  <a href="#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-int32" class="md-nav__link">
    llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, Int32)
  </a>
  
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_model_quantizestring-string-llamamodelquantizeparams" class="md-nav__link">
    llama_model_quantize(String, String, LLamaModelQuantizeParams*)
  </a>
  
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    Parameters
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    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single" class="md-nav__link">
    llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative, SafeLLamaContextHandle, Single)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative, SafeLLamaContextHandle, Single)">
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  <a href="#parameters_21" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_repetition_penaltysafellamacontexthandle-llamatokendataarraynative-int32-uint64-single" class="md-nav__link">
    llama_sample_repetition_penalty(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single)
  </a>
  
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  <a href="#parameters_22" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_frequency_and_presence_penaltiessafellamacontexthandle-llamatokendataarraynative-int32-uint64-single-single" class="md-nav__link">
    llama_sample_frequency_and_presence_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single, Single)
  </a>
  
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  <a href="#parameters_23" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single_1" class="md-nav__link">
    llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaContextHandle, Single)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, SafeLLamaContextHandle, Single)">
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  <a href="#parameters_24" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
    llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
  </a>
  
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64" class="md-nav__link">
    llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Int32, UInt64)">
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  <a href="#parameters_26" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_sample_temperaturesafellamacontexthandle-llamatokendataarraynative-single" class="md-nav__link">
    llama_sample_temperature(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)
  </a>
  
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    Parameters
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          <li class="md-nav__item">
  <a href="#llama_empty_call" class="md-nav__link">
    llama_empty_call()
  </a>
  
    <nav class="md-nav" aria-label="llama_empty_call()">
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  <a href="#returns_16" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_context_default_params" class="md-nav__link">
    llama_context_default_params()
  </a>
  
    <nav class="md-nav" aria-label="llama_context_default_params()">
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  <a href="#returns_17" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_model_quantize_default_params" class="md-nav__link">
    llama_model_quantize_default_params()
  </a>
  
    <nav class="md-nav" aria-label="llama_model_quantize_default_params()">
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          <li class="md-nav__item">
  <a href="#returns_18" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_mmap_supported" class="md-nav__link">
    llama_mmap_supported()
  </a>
  
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  <a href="#returns_19" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_mlock_supported" class="md-nav__link">
    llama_mlock_supported()
  </a>
  
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  <a href="#returns_20" class="md-nav__link">
    Returns
  </a>
  
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_eval_exportsafellamacontexthandle-string" class="md-nav__link">
    llama_eval_export(SafeLLamaContextHandle, String)
  </a>
  
    <nav class="md-nav" aria-label="llama_eval_export(SafeLLamaContextHandle, String)">
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    Parameters
  </a>
  
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  <a href="#returns_21" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_load_model_from_filestring-llamacontextparams" class="md-nav__link">
    llama_load_model_from_file(String, LLamaContextParams)
  </a>
  
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    Parameters
  </a>
  
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  <a href="#returns_22" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_new_context_with_modelsafellamamodelhandle-llamacontextparams" class="md-nav__link">
    llama_new_context_with_model(SafeLlamaModelHandle, LLamaContextParams)
  </a>
  
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    Parameters
  </a>
  
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  <a href="#returns_23" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_backend_initboolean" class="md-nav__link">
    llama_backend_init(Boolean)
  </a>
  
    <nav class="md-nav" aria-label="llama_backend_init(Boolean)">
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          <li class="md-nav__item">
  <a href="#parameters_34" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_freeintptr" class="md-nav__link">
    llama_free(IntPtr)
  </a>
  
    <nav class="md-nav" aria-label="llama_free(IntPtr)">
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  <a href="#parameters_35" class="md-nav__link">
    Parameters
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          <li class="md-nav__item">
  <a href="#llama_free_modelintptr" class="md-nav__link">
    llama_free_model(IntPtr)
  </a>
  
    <nav class="md-nav" aria-label="llama_free_model(IntPtr)">
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          <li class="md-nav__item">
  <a href="#parameters_36" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_model_apply_lora_from_filesafellamamodelhandle-string-string-int32" class="md-nav__link">
    llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, String, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, String, Int32)">
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    Parameters
  </a>
  
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  <a href="#returns_24" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_get_kv_cache_token_countsafellamacontexthandle" class="md-nav__link">
    llama_get_kv_cache_token_count(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_get_kv_cache_token_count(SafeLLamaContextHandle)">
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    Parameters
  </a>
  
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  <a href="#returns_25" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_set_rng_seedsafellamacontexthandle-int32" class="md-nav__link">
    llama_set_rng_seed(SafeLLamaContextHandle, Int32)
  </a>
  
    <nav class="md-nav" aria-label="llama_set_rng_seed(SafeLLamaContextHandle, Int32)">
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  <a href="#parameters_39" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_get_state_sizesafellamacontexthandle" class="md-nav__link">
    llama_get_state_size(SafeLLamaContextHandle)
  </a>
  
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    Parameters
  </a>
  
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  <a href="#returns_26" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_copy_state_datasafellamacontexthandle-byte" class="md-nav__link">
    llama_copy_state_data(SafeLLamaContextHandle, Byte*)
  </a>
  
    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte*)">
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  <a href="#parameters_41" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_27" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_copy_state_datasafellamacontexthandle-byte_1" class="md-nav__link">
    llama_copy_state_data(SafeLLamaContextHandle, Byte[])
  </a>
  
    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte[])">
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    Parameters
  </a>
  
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  <a href="#returns_28" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_set_state_datasafellamacontexthandle-byte" class="md-nav__link">
    llama_set_state_data(SafeLLamaContextHandle, Byte*)
  </a>
  
    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte*)">
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    Parameters
  </a>
  
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  <a href="#returns_29" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_set_state_datasafellamacontexthandle-byte_1" class="md-nav__link">
    llama_set_state_data(SafeLLamaContextHandle, Byte[])
  </a>
  
    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte[])">
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  <a href="#parameters_44" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_30" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_load_session_filesafellamacontexthandle-string-int32-uint64-uint64" class="md-nav__link">
    llama_load_session_file(SafeLLamaContextHandle, String, Int32[], UInt64, UInt64*)
  </a>
  
    <nav class="md-nav" aria-label="llama_load_session_file(SafeLLamaContextHandle, String, Int32[], UInt64, UInt64*)">
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  <a href="#parameters_45" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_31" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_save_session_filesafellamacontexthandle-string-int32-uint64" class="md-nav__link">
    llama_save_session_file(SafeLLamaContextHandle, String, Int32[], UInt64)
  </a>
  
    <nav class="md-nav" aria-label="llama_save_session_file(SafeLLamaContextHandle, String, Int32[], UInt64)">
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  <a href="#parameters_46" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_32" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_evalsafellamacontexthandle-int32-int32-int32-int32" class="md-nav__link">
    llama_eval(SafeLLamaContextHandle, Int32[], Int32, Int32, Int32)
  </a>
  
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    Parameters
  </a>
  
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  <a href="#returns_33" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_eval_with_pointersafellamacontexthandle-int32-int32-int32-int32" class="md-nav__link">
    llama_eval_with_pointer(SafeLLamaContextHandle, Int32*, Int32, Int32, Int32)
  </a>
  
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  <a href="#parameters_48" class="md-nav__link">
    Parameters
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  <a href="#returns_34" class="md-nav__link">
    Returns
  </a>
  
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_tokenizesafellamacontexthandle-string-encoding-int32-int32-boolean" class="md-nav__link">
    llama_tokenize(SafeLLamaContextHandle, String, Encoding, Int32[], Int32, Boolean)
  </a>
  
    <nav class="md-nav" aria-label="llama_tokenize(SafeLLamaContextHandle, String, Encoding, Int32[], Int32, Boolean)">
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  <a href="#parameters_49" class="md-nav__link">
    Parameters
  </a>
  
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  <a href="#returns_35" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_tokenize_nativesafellamacontexthandle-byte-int32-int32-boolean" class="md-nav__link">
    llama_tokenize_native(SafeLLamaContextHandle, Byte, Int32, Int32, Boolean)
  </a>
  
    <nav class="md-nav" aria-label="llama_tokenize_native(SafeLLamaContextHandle, Byte, Int32, Int32, Boolean)">
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  <a href="#parameters_50" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_36" class="md-nav__link">
    Returns
  </a>
  
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          <li class="md-nav__item">
  <a href="#llama_n_vocabsafellamacontexthandle" class="md-nav__link">
    llama_n_vocab(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_vocab(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_51" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_37" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_n_ctxsafellamacontexthandle" class="md-nav__link">
    llama_n_ctx(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_ctx(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_52" class="md-nav__link">
    Parameters
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#returns_38" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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          <li class="md-nav__item">
  <a href="#llama_n_embdsafellamacontexthandle" class="md-nav__link">
    llama_n_embd(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_n_embd(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_53" class="md-nav__link">
    Parameters
  </a>
  
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          <li class="md-nav__item">
  <a href="#returns_39" class="md-nav__link">
    Returns
  </a>
  
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      </ul>
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</li>
        
          <li class="md-nav__item">
  <a href="#llama_get_logitssafellamacontexthandle" class="md-nav__link">
    llama_get_logits(SafeLLamaContextHandle)
  </a>
  
    <nav class="md-nav" aria-label="llama_get_logits(SafeLLamaContextHandle)">
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          <li class="md-nav__item">
  <a href="#parameters_54" class="md-nav__link">
    Parameters
  </a>
  
</li>
        
          <li class="md-nav__item">
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    Returns
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<h1 id="nativeapi">NativeApi</h1>
<p>Namespace: LLama.Native</p>
<p>Direct translation of the llama.cpp API</p>
<pre><code class="language-csharp">public class NativeApi
</code></pre>
<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">NativeApi</a></p>
<h2 id="constructors">Constructors</h2>
<h3 id="nativeapi_1"><strong>NativeApi()</strong></h3>
<pre><code class="language-csharp">public NativeApi()
</code></pre>
<h2 id="methods">Methods</h2>
<h3 id="llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single"><strong>llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)</strong></h3>
<p>Mirostat 1.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p>
<pre><code class="language-csharp">public static int llama_sample_token_mirostat(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float tau, float eta, int m, Single&amp; mu)
</code></pre>
<h4 id="parameters">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p>
<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
<p><code>m</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The number of tokens considered in the estimation of <code>s_hat</code>. This is an arbitrary value that is used to calculate <code>s_hat</code>, which in turn helps to calculate the value of <code>k</code>. In the paper, they use <code>m = 100</code>, but you can experiment with different values to see how it affects the performance of the algorithm.</p>
<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
<h4 id="returns">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single"><strong>llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)</strong></h3>
<p>Mirostat 2.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p>
<pre><code class="language-csharp">public static int llama_sample_token_mirostat_v2(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float tau, float eta, Single&amp; mu)
</code></pre>
<h4 id="parameters_1">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p>
<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
<h4 id="returns_1">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong></h3>
<p>Selects the token with the highest probability.</p>
<pre><code class="language-csharp">public static int llama_sample_token_greedy(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)
</code></pre>
<h4 id="parameters_2">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<h4 id="returns_2">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_sample_tokensafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong></h3>
<p>Randomly selects a token from the candidates based on their probabilities.</p>
<pre><code class="language-csharp">public static int llama_sample_token(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)
</code></pre>
<h4 id="parameters_3">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<h4 id="returns_3">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_token_to_strsafellamacontexthandle-int32"><strong>llama_token_to_str(SafeLLamaContextHandle, Int32)</strong></h3>
<p>Token Id -&gt; String. Uses the vocabulary in the provided context</p>
<pre><code class="language-csharp">public static IntPtr llama_token_to_str(SafeLLamaContextHandle ctx, int token)
</code></pre>
<h4 id="parameters_4">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_4">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
Pointer to a string.</p>
<h3 id="llama_token_bossafellamacontexthandle"><strong>llama_token_bos(SafeLLamaContextHandle)</strong></h3>
<p>Get the "Beginning of sentence" token</p>
<pre><code class="language-csharp">public static int llama_token_bos(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_5">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_5">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_token_eossafellamacontexthandle"><strong>llama_token_eos(SafeLLamaContextHandle)</strong></h3>
<p>Get the "End of sentence" token</p>
<pre><code class="language-csharp">public static int llama_token_eos(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_6">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_6">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_token_nlsafellamacontexthandle"><strong>llama_token_nl(SafeLLamaContextHandle)</strong></h3>
<p>Get the "new line" token</p>
<pre><code class="language-csharp">public static int llama_token_nl(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_7">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_7">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_print_timingssafellamacontexthandle"><strong>llama_print_timings(SafeLLamaContextHandle)</strong></h3>
<p>Print out timing information for this context</p>
<pre><code class="language-csharp">public static void llama_print_timings(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_8">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h3 id="llama_reset_timingssafellamacontexthandle"><strong>llama_reset_timings(SafeLLamaContextHandle)</strong></h3>
<p>Reset all collected timing information for this context</p>
<pre><code class="language-csharp">public static void llama_reset_timings(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_9">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h3 id="llama_print_system_info"><strong>llama_print_system_info()</strong></h3>
<p>Print system information</p>
<pre><code class="language-csharp">public static IntPtr llama_print_system_info()
</code></pre>
<h4 id="returns_8">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_model_n_vocabsafellamamodelhandle"><strong>llama_model_n_vocab(SafeLlamaModelHandle)</strong></h3>
<p>Get the number of tokens in the model vocabulary</p>
<pre><code class="language-csharp">public static int llama_model_n_vocab(SafeLlamaModelHandle model)
</code></pre>
<h4 id="parameters_10">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<h4 id="returns_9">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_model_n_ctxsafellamamodelhandle"><strong>llama_model_n_ctx(SafeLlamaModelHandle)</strong></h3>
<p>Get the size of the context window for the model</p>
<pre><code class="language-csharp">public static int llama_model_n_ctx(SafeLlamaModelHandle model)
</code></pre>
<h4 id="parameters_11">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<h4 id="returns_10">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_model_n_embdsafellamamodelhandle"><strong>llama_model_n_embd(SafeLlamaModelHandle)</strong></h3>
<p>Get the dimension of embedding vectors from this model</p>
<pre><code class="language-csharp">public static int llama_model_n_embd(SafeLlamaModelHandle model)
</code></pre>
<h4 id="parameters_12">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<h4 id="returns_11">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_token_to_piece_with_modelsafellamamodelhandle-int32-byte-int32"><strong>llama_token_to_piece_with_model(SafeLlamaModelHandle, Int32, Byte*, Int32)</strong></h3>
<p>Convert a single token into text</p>
<pre><code class="language-csharp">public static int llama_token_to_piece_with_model(SafeLlamaModelHandle model, int llamaToken, Byte* buffer, int length)
</code></pre>
<h4 id="parameters_13">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<p><code>llamaToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>buffer</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br>
buffer to write string into</p>
<p><code>length</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
size of the buffer</p>
<h4 id="returns_12">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
The length writte, or if the buffer is too small a negative that indicates the length required</p>
<h3 id="llama_tokenize_with_modelsafellamamodelhandle-byte-int32-int32-boolean"><strong>llama_tokenize_with_model(SafeLlamaModelHandle, Byte<em>, Int32</em>, Int32, Boolean)</strong></h3>
<p>Convert text into tokens</p>
<pre><code class="language-csharp">public static int llama_tokenize_with_model(SafeLlamaModelHandle model, Byte* text, Int32* tokens, int n_max_tokens, bool add_bos)
</code></pre>
<h4 id="parameters_14">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32*">Int32*</a><br></p>
<p><code>n_max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_13">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns the number of tokens on success, no more than n_max_tokens.
 Returns a negative number on failure - the number of tokens that would have been returned</p>
<h3 id="llama_log_setllamalogcallback"><strong>llama_log_set(LLamaLogCallback)</strong></h3>
<p>Register a callback to receive llama log messages</p>
<pre><code class="language-csharp">public static void llama_log_set(LLamaLogCallback logCallback)
</code></pre>
<h4 id="parameters_15">Parameters</h4>
<p><code>logCallback</code> <a href="./llama.native.llamalogcallback.md">LLamaLogCallback</a><br></p>
<h3 id="llama_grammar_initllamagrammarelement-uint64-uint64"><strong>llama_grammar_init(LLamaGrammarElement</strong>, UInt64, UInt64)**</h3>
<p>Create a new grammar from the given set of grammar rules</p>
<pre><code class="language-csharp">public static IntPtr llama_grammar_init(LLamaGrammarElement** rules, ulong n_rules, ulong start_rule_index)
</code></pre>
<h4 id="parameters_16">Parameters</h4>
<p><code>rules</code> <a href="./llama.native.llamagrammarelement**.md">LLamaGrammarElement**</a><br></p>
<p><code>n_rules</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<p><code>start_rule_index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h4 id="returns_14">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_grammar_freeintptr"><strong>llama_grammar_free(IntPtr)</strong></h3>
<p>Free all memory from the given SafeLLamaGrammarHandle</p>
<pre><code class="language-csharp">public static void llama_grammar_free(IntPtr grammar)
</code></pre>
<h4 id="parameters_17">Parameters</h4>
<p><code>grammar</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle"><strong>llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)</strong></h3>
<p>Apply constraints from grammar</p>
<pre><code class="language-csharp">public static void llama_sample_grammar(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, SafeLLamaGrammarHandle grammar)
</code></pre>
<h4 id="parameters_18">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br></p>
<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
<h3 id="llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-int32"><strong>llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, Int32)</strong></h3>
<p>Accepts the sampled token into the grammar</p>
<pre><code class="language-csharp">public static void llama_grammar_accept_token(SafeLLamaContextHandle ctx, SafeLLamaGrammarHandle grammar, int token)
</code></pre>
<h4 id="parameters_19">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_model_quantizestring-string-llamamodelquantizeparams"><strong>llama_model_quantize(String, String, LLamaModelQuantizeParams*)</strong></h3>
<p>Returns 0 on success</p>
<pre><code class="language-csharp">public static int llama_model_quantize(string fname_inp, string fname_out, LLamaModelQuantizeParams* param)
</code></pre>
<h4 id="parameters_20">Parameters</h4>
<p><code>fname_inp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>fname_out</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>param</code> <a href="./llama.native.llamamodelquantizeparams*.md">LLamaModelQuantizeParams*</a><br></p>
<h4 id="returns_15">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns 0 on success</p>
<p><strong>Remarks:</strong></p>
<p>not great API - very likely to change</p>
<h3 id="llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single"><strong>llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative, SafeLLamaContextHandle, Single)</strong></h3>
<p>Apply classifier-free guidance to the logits as described in academic paper "Stay on topic with Classifier-Free Guidance" https://arxiv.org/abs/2306.17806</p>
<pre><code class="language-csharp">public static void llama_sample_classifier_free_guidance(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative candidates, SafeLLamaContextHandle guidanceCtx, float scale)
</code></pre>
<h4 id="parameters_21">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="../llama.native.llamatokendataarraynative/">LLamaTokenDataArrayNative</a><br>
A vector of <code>llama_token_data</code> containing the candidate tokens, the logits must be directly extracted from the original generation context without being sorted.</p>
<p><code>guidanceCtx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
A separate context from the same model. Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p>
<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>
<h3 id="llama_sample_repetition_penaltysafellamacontexthandle-llamatokendataarraynative-int32-uint64-single"><strong>llama_sample_repetition_penalty(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single)</strong></h3>
<p>Repetition penalty described in CTRL academic paper https://arxiv.org/abs/1909.05858, with negative logit fix.</p>
<pre><code class="language-csharp">public static void llama_sample_repetition_penalty(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, Int32* last_tokens, ulong last_tokens_size, float penalty)
</code></pre>
<h4 id="parameters_22">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>last_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32*">Int32*</a><br></p>
<p><code>last_tokens_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<p><code>penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="llama_sample_frequency_and_presence_penaltiessafellamacontexthandle-llamatokendataarraynative-int32-uint64-single-single"><strong>llama_sample_frequency_and_presence_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32*, UInt64, Single, Single)</strong></h3>
<p>Frequency and presence penalties described in OpenAI API https://platform.openai.com/docs/api-reference/parameter-details.</p>
<pre><code class="language-csharp">public static void llama_sample_frequency_and_presence_penalties(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, Int32* last_tokens, ulong last_tokens_size, float alpha_frequency, float alpha_presence)
</code></pre>
<h4 id="parameters_23">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>last_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32*">Int32*</a><br></p>
<p><code>last_tokens_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<p><code>alpha_frequency</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>alpha_presence</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="llama_sample_classifier_free_guidancesafellamacontexthandle-llamatokendataarraynative-safellamacontexthandle-single_1"><strong>llama_sample_classifier_free_guidance(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaContextHandle, Single)</strong></h3>
<p>Apply classifier-free guidance to the logits as described in academic paper "Stay on topic with Classifier-Free Guidance" https://arxiv.org/abs/2306.17806</p>
<pre><code class="language-csharp">public static void llama_sample_classifier_free_guidance(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, SafeLLamaContextHandle guidance_ctx, float scale)
</code></pre>
<h4 id="parameters_24">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
A vector of <code>llama_token_data</code> containing the candidate tokens, the logits must be directly extracted from the original generation context without being sorted.</p>
<p><code>guidance_ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
A separate context from the same model. Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p>
<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>
<h3 id="llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong></h3>
<p>Sorts candidate tokens by their logits in descending order and calculate probabilities based on logits.</p>
<pre><code class="language-csharp">public static void llama_sample_softmax(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)
</code></pre>
<h4 id="parameters_25">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<h3 id="llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64"><strong>llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)</strong></h3>
<p>Top-K sampling described in academic paper "The Curious Case of Neural Text Degeneration" https://arxiv.org/abs/1904.09751</p>
<pre><code class="language-csharp">public static void llama_sample_top_k(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, int k, ulong min_keep)
</code></pre>
<h4 id="parameters_26">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h3 id="llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong></h3>
<p>Nucleus sampling described in academic paper "The Curious Case of Neural Text Degeneration" https://arxiv.org/abs/1904.09751</p>
<pre><code class="language-csharp">public static void llama_sample_top_p(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float p, ulong min_keep)
</code></pre>
<h4 id="parameters_27">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h3 id="llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong></h3>
<p>Tail Free Sampling described in https://www.trentonbricken.com/Tail-Free-Sampling/.</p>
<pre><code class="language-csharp">public static void llama_sample_tail_free(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float z, ulong min_keep)
</code></pre>
<h4 id="parameters_28">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>z</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h3 id="llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong></h3>
<p>Locally Typical Sampling implementation described in the paper https://arxiv.org/abs/2202.00666.</p>
<pre><code class="language-csharp">public static void llama_sample_typical(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float p, ulong min_keep)
</code></pre>
<h4 id="parameters_29">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
Pointer to LLamaTokenDataArray</p>
<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h3 id="llama_sample_temperaturesafellamacontexthandle-llamatokendataarraynative-single"><strong>llama_sample_temperature(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)</strong></h3>
<p>Modify logits by temperature</p>
<pre><code class="language-csharp">public static void llama_sample_temperature(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float temp)
</code></pre>
<h4 id="parameters_30">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br></p>
<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
<h3 id="llama_empty_call"><strong>llama_empty_call()</strong></h3>
<p>A method that does nothing. This is a native method, calling it will force the llama native dependencies to be loaded.</p>
<pre><code class="language-csharp">public static bool llama_empty_call()
</code></pre>
<h4 id="returns_16">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_context_default_params"><strong>llama_context_default_params()</strong></h3>
<p>Create a LLamaContextParams with default values</p>
<pre><code class="language-csharp">public static LLamaContextParams llama_context_default_params()
</code></pre>
<h4 id="returns_17">Returns</h4>
<p><a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
<h3 id="llama_model_quantize_default_params"><strong>llama_model_quantize_default_params()</strong></h3>
<p>Create a LLamaModelQuantizeParams with default values</p>
<pre><code class="language-csharp">public static LLamaModelQuantizeParams llama_model_quantize_default_params()
</code></pre>
<h4 id="returns_18">Returns</h4>
<p><a href="../llama.native.llamamodelquantizeparams/">LLamaModelQuantizeParams</a><br></p>
<h3 id="llama_mmap_supported"><strong>llama_mmap_supported()</strong></h3>
<p>Check if memory mapping is supported</p>
<pre><code class="language-csharp">public static bool llama_mmap_supported()
</code></pre>
<h4 id="returns_19">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_mlock_supported"><strong>llama_mlock_supported()</strong></h3>
<p>Check if memory lockingis supported</p>
<pre><code class="language-csharp">public static bool llama_mlock_supported()
</code></pre>
<h4 id="returns_20">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_eval_exportsafellamacontexthandle-string"><strong>llama_eval_export(SafeLLamaContextHandle, String)</strong></h3>
<p>Export a static computation graph for context of 511 and batch size of 1
 NOTE: since this functionality is mostly for debugging and demonstration purposes, we hardcode these
 parameters here to keep things simple
 IMPORTANT: do not use for anything else other than debugging and testing!</p>
<pre><code class="language-csharp">public static int llama_eval_export(SafeLLamaContextHandle ctx, string fname)
</code></pre>
<h4 id="parameters_31">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>fname</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<h4 id="returns_21">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_load_model_from_filestring-llamacontextparams"><strong>llama_load_model_from_file(String, LLamaContextParams)</strong></h3>
<p>Various functions for loading a ggml llama model.
 Allocate (almost) all memory needed for the model.
 Return NULL on failure</p>
<pre><code class="language-csharp">public static IntPtr llama_load_model_from_file(string path_model, LLamaContextParams params)
</code></pre>
<h4 id="parameters_32">Parameters</h4>
<p><code>path_model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>params</code> <a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
<h4 id="returns_22">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_new_context_with_modelsafellamamodelhandle-llamacontextparams"><strong>llama_new_context_with_model(SafeLlamaModelHandle, LLamaContextParams)</strong></h3>
<p>Create a new llama_context with the given model.
 Return value should always be wrapped in SafeLLamaContextHandle!</p>
<pre><code class="language-csharp">public static IntPtr llama_new_context_with_model(SafeLlamaModelHandle model, LLamaContextParams params)
</code></pre>
<h4 id="parameters_33">Parameters</h4>
<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<p><code>params</code> <a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
<h4 id="returns_23">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_backend_initboolean"><strong>llama_backend_init(Boolean)</strong></h3>
<p>not great API - very likely to change. 
 Initialize the llama + ggml backend
 Call once at the start of the program</p>
<pre><code class="language-csharp">public static void llama_backend_init(bool numa)
</code></pre>
<h4 id="parameters_34">Parameters</h4>
<p><code>numa</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_freeintptr"><strong>llama_free(IntPtr)</strong></h3>
<p>Frees all allocated memory in the given llama_context</p>
<pre><code class="language-csharp">public static void llama_free(IntPtr ctx)
</code></pre>
<h4 id="parameters_35">Parameters</h4>
<p><code>ctx</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_free_modelintptr"><strong>llama_free_model(IntPtr)</strong></h3>
<p>Frees all allocated memory associated with a model</p>
<pre><code class="language-csharp">public static void llama_free_model(IntPtr model)
</code></pre>
<h4 id="parameters_36">Parameters</h4>
<p><code>model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
<h3 id="llama_model_apply_lora_from_filesafellamamodelhandle-string-string-int32"><strong>llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, String, Int32)</strong></h3>
<p>Apply a LoRA adapter to a loaded model
 path_base_model is the path to a higher quality model to use as a base for
 the layers modified by the adapter. Can be NULL to use the current loaded model.
 The model needs to be reloaded before applying a new adapter, otherwise the adapter
 will be applied on top of the previous one</p>
<pre><code class="language-csharp">public static int llama_model_apply_lora_from_file(SafeLlamaModelHandle model_ptr, string path_lora, string path_base_model, int n_threads)
</code></pre>
<h4 id="parameters_37">Parameters</h4>
<p><code>model_ptr</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
<p><code>path_lora</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>path_base_model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_24">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns 0 on success</p>
<h3 id="llama_get_kv_cache_token_countsafellamacontexthandle"><strong>llama_get_kv_cache_token_count(SafeLLamaContextHandle)</strong></h3>
<p>Returns the number of tokens in the KV cache</p>
<pre><code class="language-csharp">public static int llama_get_kv_cache_token_count(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_38">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_25">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_set_rng_seedsafellamacontexthandle-int32"><strong>llama_set_rng_seed(SafeLLamaContextHandle, Int32)</strong></h3>
<p>Sets the current rng seed.</p>
<pre><code class="language-csharp">public static void llama_set_rng_seed(SafeLLamaContextHandle ctx, int seed)
</code></pre>
<h4 id="parameters_39">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_get_state_sizesafellamacontexthandle"><strong>llama_get_state_size(SafeLLamaContextHandle)</strong></h3>
<p>Returns the maximum size in bytes of the state (rng, logits, embedding
 and kv_cache) - will often be smaller after compacting tokens</p>
<pre><code class="language-csharp">public static ulong llama_get_state_size(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_40">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_26">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h3 id="llama_copy_state_datasafellamacontexthandle-byte"><strong>llama_copy_state_data(SafeLLamaContextHandle, Byte*)</strong></h3>
<p>Copies the state to the specified destination address.
 Destination needs to have allocated enough memory.</p>
<pre><code class="language-csharp">public static ulong llama_copy_state_data(SafeLLamaContextHandle ctx, Byte* dest)
</code></pre>
<h4 id="parameters_41">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
<h4 id="returns_27">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
the number of bytes copied</p>
<h3 id="llama_copy_state_datasafellamacontexthandle-byte_1"><strong>llama_copy_state_data(SafeLLamaContextHandle, Byte[])</strong></h3>
<p>Copies the state to the specified destination address.
 Destination needs to have allocated enough memory (see llama_get_state_size)</p>
<pre><code class="language-csharp">public static ulong llama_copy_state_data(SafeLLamaContextHandle ctx, Byte[] dest)
</code></pre>
<h4 id="parameters_42">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
<h4 id="returns_28">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
the number of bytes copied</p>
<h3 id="llama_set_state_datasafellamacontexthandle-byte"><strong>llama_set_state_data(SafeLLamaContextHandle, Byte*)</strong></h3>
<p>Set the state reading from the specified address</p>
<pre><code class="language-csharp">public static ulong llama_set_state_data(SafeLLamaContextHandle ctx, Byte* src)
</code></pre>
<h4 id="parameters_43">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>src</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
<h4 id="returns_29">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
the number of bytes read</p>
<h3 id="llama_set_state_datasafellamacontexthandle-byte_1"><strong>llama_set_state_data(SafeLLamaContextHandle, Byte[])</strong></h3>
<p>Set the state reading from the specified address</p>
<pre><code class="language-csharp">public static ulong llama_set_state_data(SafeLLamaContextHandle ctx, Byte[] src)
</code></pre>
<h4 id="parameters_44">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>src</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
<h4 id="returns_30">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
the number of bytes read</p>
<h3 id="llama_load_session_filesafellamacontexthandle-string-int32-uint64-uint64"><strong>llama_load_session_file(SafeLLamaContextHandle, String, Int32[], UInt64, UInt64*)</strong></h3>
<p>Load session file</p>
<pre><code class="language-csharp">public static bool llama_load_session_file(SafeLLamaContextHandle ctx, string path_session, Int32[] tokens_out, ulong n_token_capacity, UInt64* n_token_count_out)
</code></pre>
<h4 id="parameters_45">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>tokens_out</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<p><code>n_token_capacity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<p><code>n_token_count_out</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64*">UInt64*</a><br></p>
<h4 id="returns_31">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_save_session_filesafellamacontexthandle-string-int32-uint64"><strong>llama_save_session_file(SafeLLamaContextHandle, String, Int32[], UInt64)</strong></h3>
<p>Save session file</p>
<pre><code class="language-csharp">public static bool llama_save_session_file(SafeLLamaContextHandle ctx, string path_session, Int32[] tokens, ulong n_token_count)
</code></pre>
<h4 id="parameters_46">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<p><code>n_token_count</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
<h4 id="returns_32">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h3 id="llama_evalsafellamacontexthandle-int32-int32-int32-int32"><strong>llama_eval(SafeLLamaContextHandle, Int32[], Int32, Int32, Int32)</strong></h3>
<p>Run the llama inference to obtain the logits and probabilities for the next token.
 tokens + n_tokens is the provided batch of new tokens to process
 n_past is the number of tokens to use from previous eval calls</p>
<pre><code class="language-csharp">public static int llama_eval(SafeLLamaContextHandle ctx, Int32[] tokens, int n_tokens, int n_past, int n_threads)
</code></pre>
<h4 id="parameters_47">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<p><code>n_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_33">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns 0 on success</p>
<h3 id="llama_eval_with_pointersafellamacontexthandle-int32-int32-int32-int32"><strong>llama_eval_with_pointer(SafeLLamaContextHandle, Int32*, Int32, Int32, Int32)</strong></h3>
<p>Run the llama inference to obtain the logits and probabilities for the next token.
 tokens + n_tokens is the provided batch of new tokens to process
 n_past is the number of tokens to use from previous eval calls</p>
<pre><code class="language-csharp">public static int llama_eval_with_pointer(SafeLLamaContextHandle ctx, Int32* tokens, int n_tokens, int n_past, int n_threads)
</code></pre>
<h4 id="parameters_48">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32*">Int32*</a><br></p>
<p><code>n_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h4 id="returns_34">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns 0 on success</p>
<h3 id="llama_tokenizesafellamacontexthandle-string-encoding-int32-int32-boolean"><strong>llama_tokenize(SafeLLamaContextHandle, String, Encoding, Int32[], Int32, Boolean)</strong></h3>
<p>Convert the provided text into tokens.</p>
<pre><code class="language-csharp">public static int llama_tokenize(SafeLLamaContextHandle ctx, string text, Encoding encoding, Int32[] tokens, int n_max_tokens, bool add_bos)
</code></pre>
<h4 id="parameters_49">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
<p><code>n_max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_35">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns the number of tokens on success, no more than n_max_tokens.
 Returns a negative number on failure - the number of tokens that would have been returned</p>
<h3 id="llama_tokenize_nativesafellamacontexthandle-byte-int32-int32-boolean"><strong>llama_tokenize_native(SafeLLamaContextHandle, Byte<em>, Int32</em>, Int32, Boolean)</strong></h3>
<p>Convert the provided text into tokens.</p>
<pre><code class="language-csharp">public static int llama_tokenize_native(SafeLLamaContextHandle ctx, Byte* text, Int32* tokens, int n_max_tokens, bool add_bos)
</code></pre>
<h4 id="parameters_50">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32*">Int32*</a><br></p>
<p><code>n_max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
<h4 id="returns_36">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
Returns the number of tokens on success, no more than n_max_tokens.
 Returns a negative number on failure - the number of tokens that would have been returned</p>
<h3 id="llama_n_vocabsafellamacontexthandle"><strong>llama_n_vocab(SafeLLamaContextHandle)</strong></h3>
<p>Get the number of tokens in the model vocabulary for this context</p>
<pre><code class="language-csharp">public static int llama_n_vocab(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_51">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_37">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_n_ctxsafellamacontexthandle"><strong>llama_n_ctx(SafeLLamaContextHandle)</strong></h3>
<p>Get the size of the context window for the model for this context</p>
<pre><code class="language-csharp">public static int llama_n_ctx(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_52">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_38">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_n_embdsafellamacontexthandle"><strong>llama_n_embd(SafeLLamaContextHandle)</strong></h3>
<p>Get the dimension of embedding vectors from the model for this context</p>
<pre><code class="language-csharp">public static int llama_n_embd(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_53">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_39">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
<h3 id="llama_get_logitssafellamacontexthandle"><strong>llama_get_logits(SafeLLamaContextHandle)</strong></h3>
<p>Token logits obtained from the last call to llama_eval()
 The logits for the last token are stored in the last row
 Can be mutated in order to change the probabilities of the next token.<br>
 Rows: n_tokens<br>
 Cols: n_vocab</p>
<pre><code class="language-csharp">public static Single* llama_get_logits(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_54">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_40">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>
<h3 id="llama_get_embeddingssafellamacontexthandle"><strong>llama_get_embeddings(SafeLLamaContextHandle)</strong></h3>
<p>Get the embeddings for the input
 shape: [n_embd] (1-dimensional)</p>
<pre><code class="language-csharp">public static Single* llama_get_embeddings(SafeLLamaContextHandle ctx)
</code></pre>
<h4 id="parameters_55">Parameters</h4>
<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
<h4 id="returns_41">Returns</h4>
<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>


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