101 lines
2.6 KiB
C#
101 lines
2.6 KiB
C#
using System.Text;
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using LLama.Native;
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namespace LLama.Abstractions;
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/// <summary>
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/// The parameters for initializing a LLama context from a model.
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/// </summary>
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public interface IContextParams
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{
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/// <summary>
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/// Model context size (n_ctx)
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/// </summary>
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uint? ContextSize { get; set; }
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/// <summary>
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/// batch size for prompt processing (must be >=32 to use BLAS) (n_batch)
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/// </summary>
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uint BatchSize { get; set; }
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/// <summary>
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/// Seed for the random number generator (seed)
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/// </summary>
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uint Seed { get; set; }
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/// <summary>
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/// Whether to use embedding mode. (embedding) Note that if this is set to true,
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/// The LLamaModel won't produce text response anymore.
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/// </summary>
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bool EmbeddingMode { get; set; }
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/// <summary>
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/// RoPE base frequency (null to fetch from the model)
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/// </summary>
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float? RopeFrequencyBase { get; set; }
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/// <summary>
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/// RoPE frequency scaling factor (null to fetch from the model)
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/// </summary>
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float? RopeFrequencyScale { get; set; }
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/// <summary>
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/// The encoding to use for models
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/// </summary>
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Encoding Encoding { get; set; }
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/// <summary>
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/// Number of threads (null = autodetect) (n_threads)
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/// </summary>
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uint? Threads { get; set; }
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/// <summary>
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/// Number of threads to use for batch processing (null = autodetect) (n_threads)
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/// </summary>
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uint? BatchThreads { get; set; }
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/// <summary>
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/// YaRN extrapolation mix factor (null = from model)
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/// </summary>
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float? YarnExtrapolationFactor { get; set; }
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/// <summary>
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/// YaRN magnitude scaling factor (null = from model)
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/// </summary>
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float? YarnAttentionFactor { get; set; }
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/// <summary>
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/// YaRN low correction dim (null = from model)
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/// </summary>
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float? YarnBetaFast { get; set; }
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/// <summary>
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/// YaRN high correction dim (null = from model)
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/// </summary>
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float? YarnBetaSlow { get; set; }
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/// <summary>
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/// YaRN original context length (null = from model)
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/// </summary>
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uint? YarnOriginalContext { get; set; }
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/// <summary>
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/// YaRN scaling method to use.
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/// </summary>
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RopeScalingType? YarnScalingType { get; set; }
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/// <summary>
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/// Override the type of the K cache
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/// </summary>
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GGMLType? TypeK { get; set; }
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/// <summary>
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/// Override the type of the V cache
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/// </summary>
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GGMLType? TypeV { get; set; }
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/// <summary>
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/// Whether to disable offloading the KQV cache to the GPU
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/// </summary>
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bool NoKqvOffload { get; set; }
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} |