# InferenceParams
Namespace: LLama.Common
The parameters used for inference.
```csharp
public class InferenceParams : LLama.Abstractions.IInferenceParams, System.IEquatable`1[[LLama.Common.InferenceParams, LLamaSharp, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null]]
```
Inheritance [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object) → [InferenceParams](./llama.common.inferenceparams.md)
Implements [IInferenceParams](./llama.abstractions.iinferenceparams.md), [IEquatable<InferenceParams>](https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1)
## 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)
### **MaxTokens**
how many new tokens to predict (n_predict), set to -1 to inifinitely generate response
until it complete.
```csharp
public int MaxTokens { get; set; }
```
#### Property Value
[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)
### **LogitBias**
logit bias for specific tokens
```csharp
public Dictionary LogitBias { get; set; }
```
#### Property Value
[Dictionary<LLamaToken, Single>](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2)
### **AntiPrompts**
Sequences where the model will stop generating further tokens.
```csharp
public IReadOnlyList AntiPrompts { get; set; }
```
#### Property Value
[IReadOnlyList<String>](https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1)
### **TopK**
```csharp
public int TopK { get; set; }
```
#### Property Value
[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)
### **TopP**
```csharp
public float TopP { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **MinP**
```csharp
public float MinP { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **TfsZ**
```csharp
public float TfsZ { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **TypicalP**
```csharp
public float TypicalP { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **Temperature**
```csharp
public float Temperature { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **RepeatPenalty**
```csharp
public float RepeatPenalty { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **RepeatLastTokensCount**
```csharp
public int RepeatLastTokensCount { get; set; }
```
#### Property Value
[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)
### **FrequencyPenalty**
```csharp
public float FrequencyPenalty { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **PresencePenalty**
```csharp
public float PresencePenalty { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **Mirostat**
```csharp
public MirostatType Mirostat { get; set; }
```
#### Property Value
[MirostatType](./llama.common.mirostattype.md)
### **MirostatTau**
```csharp
public float MirostatTau { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **MirostatEta**
```csharp
public float MirostatEta { get; set; }
```
#### Property Value
[Single](https://docs.microsoft.com/en-us/dotnet/api/system.single)
### **PenalizeNL**
```csharp
public bool PenalizeNL { get; set; }
```
#### Property Value
[Boolean](https://docs.microsoft.com/en-us/dotnet/api/system.boolean)
### **Grammar**
```csharp
public SafeLLamaGrammarHandle Grammar { get; set; }
```
#### Property Value
[SafeLLamaGrammarHandle](./llama.native.safellamagrammarhandle.md)
### **SamplingPipeline**
```csharp
public ISamplingPipeline SamplingPipeline { get; set; }
```
#### Property Value
[ISamplingPipeline](./llama.sampling.isamplingpipeline.md)
## Constructors
### **InferenceParams()**
```csharp
public InferenceParams()
```
## Methods
### **ToString()**
```csharp
public string ToString()
```
#### Returns
[String](https://docs.microsoft.com/en-us/dotnet/api/system.string)
### **PrintMembers(StringBuilder)**
```csharp
protected bool PrintMembers(StringBuilder builder)
```
#### Parameters
`builder` [StringBuilder](https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder)
#### Returns
[Boolean](https://docs.microsoft.com/en-us/dotnet/api/system.boolean)
### **GetHashCode()**
```csharp
public int GetHashCode()
```
#### Returns
[Int32](https://docs.microsoft.com/en-us/dotnet/api/system.int32)
### **Equals(Object)**
```csharp
public bool Equals(object obj)
```
#### Parameters
`obj` [Object](https://docs.microsoft.com/en-us/dotnet/api/system.object)
#### Returns
[Boolean](https://docs.microsoft.com/en-us/dotnet/api/system.boolean)
### **Equals(InferenceParams)**
```csharp
public bool Equals(InferenceParams other)
```
#### Parameters
`other` [InferenceParams](./llama.common.inferenceparams.md)
#### Returns
[Boolean](https://docs.microsoft.com/en-us/dotnet/api/system.boolean)
### **<Clone>$()**
```csharp
public InferenceParams $()
```
#### Returns
[InferenceParams](./llama.common.inferenceparams.md)