LLamaSharp/docs/LLamaExecutors/parameters.md

# Inference Parameters

Different from `LLamaModel`, when using an executor, `InferenceParams` is passed to the `Infer` method instead of constructor. This is because executors only define the ways to run the model, therefore in each run, you can change the settings for this time inference.


# InferenceParams

Namespace: LLama.Common

```csharp
public class InferenceParams
```

Inheritance [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object) → [InferenceParams]()

## Properties

### **TokensKeep**

number of tokens to keep from initial prompt

```csharp
public int TokensKeep { get; set; }
```

#### Property Value

[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)<br>

### **MaxTokens**

how many new tokens to predict (n_predict), set to -1 to infinitely generate response
 until it complete.

```csharp
public int MaxTokens { get; set; }
```

#### Property Value

[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)<br>

### **LogitBias**

logit bias for specific tokens

```csharp
public Dictionary<int, float> LogitBias { get; set; }
```

#### Property Value

[Dictionary&lt;Int32, Single&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2)<br>

### **AntiPrompts**

Sequences where the model will stop generating further tokens.

```csharp
public IEnumerable<string> AntiPrompts { get; set; }
```

#### Property Value

[IEnumerable&lt;String&gt;](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1)<br>

### **PathSession**

path to file for saving/loading model eval state

```csharp
public string PathSession { get; set; }
```

#### Property Value

[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>

### **InputSuffix**

string to suffix user inputs with

```csharp
public string InputSuffix { get; set; }
```

#### Property Value

[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>

### **InputPrefix**

string to prefix user inputs with

```csharp
public string InputPrefix { get; set; }
```

#### Property Value

[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)<br>

### **TopK**

0 or lower to use vocab size

```csharp
public int TopK { get; set; }
```

#### Property Value

[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)<br>

### **TopP**

1.0 = disabled

```csharp
public float TopP { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **TfsZ**

1.0 = disabled

```csharp
public float TfsZ { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **TypicalP**

1.0 = disabled

```csharp
public float TypicalP { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **Temperature**

1.0 = disabled

```csharp
public float Temperature { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **RepeatPenalty**

1.0 = disabled

```csharp
public float RepeatPenalty { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **RepeatLastTokensCount**

last n tokens to penalize (0 = disable penalty, -1 = context size) (repeat_last_n)

```csharp
public int RepeatLastTokensCount { get; set; }
```

#### Property Value

[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)<br>

### **FrequencyPenalty**

frequency penalty coefficient
 0.0 = disabled

```csharp
public float FrequencyPenalty { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **PresencePenalty**

presence penalty coefficient
 0.0 = disabled

```csharp
public float PresencePenalty { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **Mirostat**

Mirostat uses tokens instead of words.
 algorithm described in the paper https://arxiv.org/abs/2007.14966.
 0 = disabled, 1 = mirostat, 2 = mirostat 2.0

```csharp
public MiroStateType Mirostat { get; set; }
```

#### Property Value

[MiroStateType]()<br>

### **MirostatTau**

target entropy

```csharp
public float MirostatTau { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **MirostatEta**

learning rate

```csharp
public float MirostatEta { get; set; }
```

#### Property Value

[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)<br>

### **PenalizeNL**

consider newlines as a repeatable token (penalize_nl)

```csharp
public bool PenalizeNL { get; set; }
```

#### Property Value

[Boolean](https://docs.microsoft.com/en-us/dotnet/api/system.boolean)<br>