Class RedditFederatedBenchmarkOptions

Namespace

AiDotNet.Configuration

Assembly

AiDotNet.dll

Configuration options for running the Reddit federated benchmark suite.

public sealed class RedditFederatedBenchmarkOptions

Inheritance

object

RedditFederatedBenchmarkOptions

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

Reddit is a large-scale federated text benchmark. This suite uses a token-sequence formulation (next-token prediction) and evaluates models without exposing model internals.

For Beginners: You provide the train/test JSON files, and AiDotNet loads the per-user partitions, builds a vocabulary (with safe defaults), and evaluates your model on a standardized next-token task.

Properties

LoadOptions

Gets or sets load options controlling how many users/clients are loaded.

public LeafFederatedDatasetLoadOptions LoadOptions { get; set; }

Property Value

LeafFederatedDatasetLoadOptions

MaxSamplesPerUser

Gets or sets the maximum number of samples to use per user/client (null uses all available).

public int? MaxSamplesPerUser { get; set; }

Property Value

int?

MaxVocabularySize

Gets or sets the maximum vocabulary size used for token-to-ID mapping.

public int? MaxVocabularySize { get; set; }

Property Value

int?

Remarks

If null, AiDotNet uses a sensible default (smaller in CI mode).

SequenceLength

Gets or sets the fixed token sequence length used as model input.

public int? SequenceLength { get; set; }

Property Value

int?

Remarks

If null, AiDotNet infers the length from the dataset and validates consistency.

TestFilePath

Gets or sets the optional path to the Reddit test split JSON file.

public string? TestFilePath { get; set; }

Property Value

string

TrainFilePath

Gets or sets the path to the Reddit train split JSON file.

public string? TrainFilePath { get; set; }

Property Value

string

VocabularyTrainingSampleCount

Gets or sets the maximum number of sequences used to build the default vocabulary.

public int? VocabularyTrainingSampleCount { get; set; }

Property Value

int?

Remarks

If null, AiDotNet uses a sensible default (smaller in CI mode).