Fixed spelling of "mirostat" instead of "mirostate"

LLama/Common/InferenceParams.cs

@@ -1,6 +1,5 @@
 using System;
 using System.Collections.Generic;
-using System.Text;
 
 namespace LLama.Common
 {
@@ -83,7 +82,7 @@ namespace LLama.Common
         /// algorithm described in the paper https://arxiv.org/abs/2007.14966.
         /// 0 = disabled, 1 = mirostat, 2 = mirostat 2.0
         /// </summary>
-        public MiroStateType Mirostat { get; set; } = MiroStateType.Disable;
+        public MirostatType Mirostat { get; set; } = MirostatType.Disable;
         /// <summary>
         /// target entropy
         /// </summary>
@@ -98,10 +97,25 @@ namespace LLama.Common
         public bool PenalizeNL { get; set; } = true;
     }
 
-    public enum MiroStateType
+    /// <summary>
+    /// Type of "mirostat" sampling to use.
+    /// https://github.com/basusourya/mirostat
+    /// </summary>
+    public enum MirostatType
     {
+        /// <summary>
+        /// Disable Mirostat sampling
+        /// </summary>
         Disable = 0,
-        MiroState = 1,
-        MiroState2 = 2
+
+        /// <summary>
+        /// Original mirostat algorithm
+        /// </summary>
+        Mirostat = 1,
+
+        /// <summary>
+        /// Mirostat 2.0 algorithm
+        /// </summary>
+        Mirostat2 = 2
     }
 }

LLama/LLamaModel.cs

@@ -229,7 +229,7 @@ namespace LLama
         /// <param name="tfsZ"></param>
         /// <param name="typicalP"></param>
         /// <returns></returns>
-        public llama_token Sample(LLamaTokenDataArray candidates, float temperature = 0.8f, MiroStateType mirostat = MiroStateType.Disable, 
+        public llama_token Sample(LLamaTokenDataArray candidates, float temperature = 0.8f, MirostatType mirostat = MirostatType.Disable, 
             float mirostatTau = 5.0f, float mirostatEta = 0.1f, int topK = 40, float topP = 0.95f, float tfsZ = 1.0f, float typicalP = 1.0f)
         {
             llama_token id = 0;
@@ -240,14 +240,14 @@ namespace LLama
             }
             else
             {
-                if (mirostat == MiroStateType.MiroState)
+                if (mirostat == MirostatType.Mirostat)
                 {
                     float mirostat_mu = 2.0f * mirostatTau;
                     const int mirostat_m = 100;
                     SamplingApi.llama_sample_temperature(_ctx, candidates, temperature);
                     id = SamplingApi.llama_sample_token_mirostat(_ctx, candidates, mirostatTau, mirostatEta, mirostat_m, ref mirostat_mu);
                 }
-                else if (mirostat == MiroStateType.MiroState2)
+                else if (mirostat == MirostatType.Mirostat2)
                 {
                     float mirostat_mu = 2.0f * mirostatTau;
                     SamplingApi.llama_sample_temperature(_ctx, candidates, temperature);